diff --git a/floweaver/dataset.py b/floweaver/dataset.py
index aa5a04e..25bd761 100644
--- a/floweaver/dataset.py
+++ b/floweaver/dataset.py
@@ -126,6 +126,26 @@ def read(filename):
         dim_time = read(dim_time_filename)
         return cls(flows, dim_process, dim_material, dim_time)
 
+    @classmethod
+    def from_excel(cls,
+                   flows_filename,
+                   dim_process_filename=None,
+                   dim_material_filename=None,
+                   dim_time_filename=None):
+
+        if dim_material_filename or dim_time_filename:
+            print("material and time filenames are not supported at this time.")
+
+        def read(filename):
+            if filename is not None:
+                return pd.read_excel(filename).set_index('id')
+            else:
+                return None
+
+        flows = pd.read_excel(flows_filename)
+        dim_process = read(dim_process_filename)
+        return cls(flows, dim_process)
+
 
 def find_flows(flows,
                source_query,
diff --git a/test/fixtures/fruit_flows.csv b/test/fixtures/fruit_flows.csv
new file mode 100644
index 0000000..14f1630
--- /dev/null
+++ b/test/fixtures/fruit_flows.csv
@@ -0,0 +1,11392 @@
+source,target,material,time,value
+farm1,eat1,apples,2011-08-01,2.7206914664766906
+eat1,landfill Cambridge,apples,2011-08-01,1.9044840265336835
+eat1,composting Cambridge,apples,2011-08-01,0.8162074399430072
+farm1,eat1,apples,2011-08-02,8.802195320072627
+eat1,landfill Cambridge,apples,2011-08-02,6.161536724050838
+eat1,composting Cambridge,apples,2011-08-02,2.640658596021788
+farm1,eat1,apples,2011-08-03,7.133362614117048
+eat1,landfill Cambridge,apples,2011-08-03,4.993353829881934
+eat1,composting Cambridge,apples,2011-08-03,2.140008784235114
+farm1,eat1,apples,2011-08-04,0.062169641893969986
+eat1,landfill Cambridge,apples,2011-08-04,0.04351874932577899
+eat1,composting Cambridge,apples,2011-08-04,0.018650892568191
+farm1,eat1,apples,2011-08-05,2.926891015659516
+eat1,landfill Cambridge,apples,2011-08-05,2.0488237109616607
+eat1,composting Cambridge,apples,2011-08-05,0.8780673046978548
+farm1,eat1,apples,2011-08-06,5.494496388424731
+eat1,landfill Cambridge,apples,2011-08-06,3.846147471897312
+eat1,composting Cambridge,apples,2011-08-06,1.6483489165274197
+farm1,eat1,apples,2011-08-07,0.2345853904704886
+eat1,landfill Cambridge,apples,2011-08-07,0.164209773329342
+eat1,composting Cambridge,apples,2011-08-07,0.07037561714114657
+farm1,eat1,apples,2011-08-08,9.033903749617222
+eat1,landfill Cambridge,apples,2011-08-08,6.323732624732053
+eat1,composting Cambridge,apples,2011-08-08,2.7101711248851665
+farm1,eat1,apples,2011-08-09,1.017642774065504
+eat1,landfill Cambridge,apples,2011-08-09,0.7123499418458527
+eat1,composting Cambridge,apples,2011-08-09,0.30529283221965114
+farm1,eat1,apples,2011-08-10,0.7439610664629306
+eat1,landfill Cambridge,apples,2011-08-10,0.5207727465240514
+eat1,composting Cambridge,apples,2011-08-10,0.2231883199388792
+farm1,eat1,apples,2011-08-11,5.0906421260397945
+eat1,landfill Cambridge,apples,2011-08-11,3.5634494882278562
+eat1,composting Cambridge,apples,2011-08-11,1.5271926378119385
+farm1,eat1,apples,2011-08-12,9.93939986511658
+eat1,landfill Cambridge,apples,2011-08-12,6.957579905581608
+eat1,composting Cambridge,apples,2011-08-12,2.9818199595349744
+farm1,eat1,apples,2011-08-13,6.367050736916259
+eat1,landfill Cambridge,apples,2011-08-13,4.456935515841379
+eat1,composting Cambridge,apples,2011-08-13,1.9101152210748769
+farm1,eat1,apples,2011-08-14,2.1008444555762376
+eat1,landfill Cambridge,apples,2011-08-14,1.4705911189033662
+eat1,composting Cambridge,apples,2011-08-14,0.6302533366728712
+farm1,eat1,apples,2011-08-15,0.7361720277033865
+eat1,landfill Cambridge,apples,2011-08-15,0.5153204193923705
+eat1,composting Cambridge,apples,2011-08-15,0.22085160831101594
+farm1,eat1,apples,2011-08-16,0.14780583299934194
+eat1,landfill Cambridge,apples,2011-08-16,0.10346408309953936
+eat1,composting Cambridge,apples,2011-08-16,0.04434174989980258
+farm1,eat1,apples,2011-08-17,9.258393490679065
+eat1,landfill Cambridge,apples,2011-08-17,6.480875443475343
+eat1,composting Cambridge,apples,2011-08-17,2.7775180472037184
+farm1,eat1,apples,2011-08-18,6.980572834279535
+eat1,landfill Cambridge,apples,2011-08-18,4.8864009839956735
+eat1,composting Cambridge,apples,2011-08-18,2.0941718502838604
+farm1,eat1,apples,2011-08-19,8.123229959197046
+eat1,landfill Cambridge,apples,2011-08-19,5.686260971437933
+eat1,composting Cambridge,apples,2011-08-19,2.4369689877591134
+farm1,eat1,apples,2011-08-20,6.779747574758928
+eat1,landfill Cambridge,apples,2011-08-20,4.7458233023312495
+eat1,composting Cambridge,apples,2011-08-20,2.033924272427678
+farm1,eat1,apples,2011-08-21,5.682353944206231
+eat1,landfill Cambridge,apples,2011-08-21,3.977647760944361
+eat1,composting Cambridge,apples,2011-08-21,1.7047061832618688
+farm1,eat1,apples,2011-08-22,1.5414045776170568
+eat1,landfill Cambridge,apples,2011-08-22,1.0789832043319396
+eat1,composting Cambridge,apples,2011-08-22,0.462421373285117
+farm1,eat1,apples,2011-08-23,0.21820854077685609
+eat1,landfill Cambridge,apples,2011-08-23,0.1527459785437992
+eat1,composting Cambridge,apples,2011-08-23,0.06546256223305681
+farm1,eat1,apples,2011-08-24,5.344839314473616
+eat1,landfill Cambridge,apples,2011-08-24,3.7413875201315294
+eat1,composting Cambridge,apples,2011-08-24,1.6034517943420843
+farm1,eat1,apples,2011-08-25,6.133837285529534
+eat1,landfill Cambridge,apples,2011-08-25,4.293686099870674
+eat1,composting Cambridge,apples,2011-08-25,1.8401511856588602
+farm1,eat1,apples,2011-08-26,4.514583714279839
+eat1,landfill Cambridge,apples,2011-08-26,3.1602085999958867
+eat1,composting Cambridge,apples,2011-08-26,1.3543751142839515
+farm1,eat1,apples,2011-08-27,4.201822477502619
+eat1,landfill Cambridge,apples,2011-08-27,2.9412757342518328
+eat1,composting Cambridge,apples,2011-08-27,1.2605467432507855
+farm1,eat1,apples,2011-08-28,9.060787325476316
+eat1,landfill Cambridge,apples,2011-08-28,6.34255112783342
+eat1,composting Cambridge,apples,2011-08-28,2.7182361976428937
+farm1,eat1,apples,2011-08-29,6.80743658778595
+eat1,landfill Cambridge,apples,2011-08-29,4.765205611450164
+eat1,composting Cambridge,apples,2011-08-29,2.0422309763357847
+farm1,eat1,apples,2011-08-30,0.7995432488333248
+eat1,landfill Cambridge,apples,2011-08-30,0.5596802741833273
+eat1,composting Cambridge,apples,2011-08-30,0.23986297464999745
+farm1,eat1,apples,2011-08-31,9.003127528176254
+eat1,landfill Cambridge,apples,2011-08-31,6.302189269723378
+eat1,composting Cambridge,apples,2011-08-31,2.7009382584528763
+farm1,eat2,apples,2011-08-01,6.251911270027968
+eat2,landfill Ely,apples,2011-08-01,4.3763378890195765
+eat2,composting Ely,apples,2011-08-01,1.8755733810083897
+farm1,eat2,apples,2011-08-02,2.0506883637796203
+eat2,landfill Ely,apples,2011-08-02,1.4354818546457335
+eat2,composting Ely,apples,2011-08-02,0.615206509133886
+farm1,eat2,apples,2011-08-03,4.171087338757545
+eat2,landfill Ely,apples,2011-08-03,2.919761137130281
+eat2,composting Ely,apples,2011-08-03,1.2513262016272633
+farm1,eat2,apples,2011-08-04,0.13654201672505542
+eat2,landfill Ely,apples,2011-08-04,0.0955794117075388
+eat2,composting Ely,apples,2011-08-04,0.04096260501751663
+farm1,eat2,apples,2011-08-05,5.811447218005212
+eat2,landfill Ely,apples,2011-08-05,4.068013052603649
+eat2,composting Ely,apples,2011-08-05,1.743434165401564
+farm1,eat2,apples,2011-08-06,6.488744848853017
+eat2,landfill Ely,apples,2011-08-06,4.542121394197112
+eat2,composting Ely,apples,2011-08-06,1.9466234546559047
+farm1,eat2,apples,2011-08-07,7.129711500917455
+eat2,landfill Ely,apples,2011-08-07,4.990798050642218
+eat2,composting Ely,apples,2011-08-07,2.1389134502752367
+farm1,eat2,apples,2011-08-08,2.2389638698405188
+eat2,landfill Ely,apples,2011-08-08,1.567274708888363
+eat2,composting Ely,apples,2011-08-08,0.6716891609521556
+farm1,eat2,apples,2011-08-09,0.11243026152505832
+eat2,landfill Ely,apples,2011-08-09,0.07870118306754081
+eat2,composting Ely,apples,2011-08-09,0.03372907845751748
+farm1,eat2,apples,2011-08-10,8.40091604553831
+eat2,landfill Ely,apples,2011-08-10,5.880641231876818
+eat2,composting Ely,apples,2011-08-10,2.520274813661493
+farm1,eat2,apples,2011-08-11,0.4666375693576382
+eat2,landfill Ely,apples,2011-08-11,0.3266462985503467
+eat2,composting Ely,apples,2011-08-11,0.13999127080729146
+farm1,eat2,apples,2011-08-12,1.7220219274590165
+eat2,landfill Ely,apples,2011-08-12,1.205415349221311
+eat2,composting Ely,apples,2011-08-12,0.5166065782377048
+farm1,eat2,apples,2011-08-13,1.4047049607746087
+eat2,landfill Ely,apples,2011-08-13,0.983293472542226
+eat2,composting Ely,apples,2011-08-13,0.4214114882323826
+farm1,eat2,apples,2011-08-14,6.357184252588749
+eat2,landfill Ely,apples,2011-08-14,4.450028976812124
+eat2,composting Ely,apples,2011-08-14,1.9071552757766248
+farm1,eat2,apples,2011-08-15,8.181359656650015
+eat2,landfill Ely,apples,2011-08-15,5.72695175965501
+eat2,composting Ely,apples,2011-08-15,2.4544078969950043
+farm1,eat2,apples,2011-08-16,2.032186974175624
+eat2,landfill Ely,apples,2011-08-16,1.4225308819229368
+eat2,composting Ely,apples,2011-08-16,0.6096560922526871
+farm1,eat2,apples,2011-08-17,3.583722094428026
+eat2,landfill Ely,apples,2011-08-17,2.508605466099618
+eat2,composting Ely,apples,2011-08-17,1.0751166283284077
+farm1,eat2,apples,2011-08-18,5.232110981925078
+eat2,landfill Ely,apples,2011-08-18,3.662477687347554
+eat2,composting Ely,apples,2011-08-18,1.569633294577523
+farm1,eat2,apples,2011-08-19,4.711185785951557
+eat2,landfill Ely,apples,2011-08-19,3.297830050166089
+eat2,composting Ely,apples,2011-08-19,1.4133557357854667
+farm1,eat2,apples,2011-08-20,4.103728997409611
+eat2,landfill Ely,apples,2011-08-20,2.8726102981867276
+eat2,composting Ely,apples,2011-08-20,1.2311186992228833
+farm1,eat2,apples,2011-08-21,0.4259942839319977
+eat2,landfill Ely,apples,2011-08-21,0.29819599875239833
+eat2,composting Ely,apples,2011-08-21,0.1277982851795993
+farm1,eat2,apples,2011-08-22,0.9497444743693252
+eat2,landfill Ely,apples,2011-08-22,0.6648211320585276
+eat2,composting Ely,apples,2011-08-22,0.2849233423107975
+farm1,eat2,apples,2011-08-23,5.972857740036549
+eat2,landfill Ely,apples,2011-08-23,4.181000418025583
+eat2,composting Ely,apples,2011-08-23,1.7918573220109644
+farm1,eat2,apples,2011-08-24,2.299449459854181
+eat2,landfill Ely,apples,2011-08-24,1.6096146218979266
+eat2,composting Ely,apples,2011-08-24,0.6898348379562544
+farm1,eat2,apples,2011-08-25,0.4581188418852482
+eat2,landfill Ely,apples,2011-08-25,0.32068318931967377
+eat2,composting Ely,apples,2011-08-25,0.13743565256557447
+farm1,eat2,apples,2011-08-26,7.4213527234168355
+eat2,landfill Ely,apples,2011-08-26,5.1949469063917855
+eat2,composting Ely,apples,2011-08-26,2.2264058170250505
+farm1,eat2,apples,2011-08-27,8.229986004126081
+eat2,landfill Ely,apples,2011-08-27,5.760990202888258
+eat2,composting Ely,apples,2011-08-27,2.4689958012378246
+farm1,eat2,apples,2011-08-28,0.7888487824089989
+eat2,landfill Ely,apples,2011-08-28,0.5521941476862992
+eat2,composting Ely,apples,2011-08-28,0.23665463472269965
+farm1,eat2,apples,2011-08-29,9.636539920141583
+eat2,landfill Ely,apples,2011-08-29,6.745577944099106
+eat2,composting Ely,apples,2011-08-29,2.8909619760424743
+farm1,eat2,apples,2011-08-30,0.014875555898094462
+eat2,landfill Ely,apples,2011-08-30,0.010412889128666123
+eat2,composting Ely,apples,2011-08-30,0.004462666769428338
+farm1,eat2,apples,2011-08-31,2.9277390432498698
+eat2,landfill Ely,apples,2011-08-31,2.0494173302749092
+eat2,composting Ely,apples,2011-08-31,0.8783217129749611
+farm1,eat3,oranges,2011-08-01,0.787977626728019
+eat3,landfill Ely,oranges,2011-08-01,0.5515843387096132
+eat3,composting Ely,oranges,2011-08-01,0.2363932880184057
+farm1,eat3,oranges,2011-08-02,0.04736795742221154
+eat3,landfill Ely,oranges,2011-08-02,0.033157570195548075
+eat3,composting Ely,oranges,2011-08-02,0.01421038722666346
+farm1,eat3,oranges,2011-08-03,5.798336503848209
+eat3,landfill Ely,oranges,2011-08-03,4.058835552693746
+eat3,composting Ely,oranges,2011-08-03,1.7395009511544628
+farm1,eat3,oranges,2011-08-04,8.207090557358006
+eat3,landfill Ely,oranges,2011-08-04,5.744963390150603
+eat3,composting Ely,oranges,2011-08-04,2.462127167207402
+farm1,eat3,oranges,2011-08-05,0.9014323944271913
+eat3,landfill Ely,oranges,2011-08-05,0.6310026760990337
+eat3,composting Ely,oranges,2011-08-05,0.2704297183281573
+farm1,eat3,oranges,2011-08-06,8.5917136012519
+eat3,landfill Ely,oranges,2011-08-06,6.01419952087633
+eat3,composting Ely,oranges,2011-08-06,2.5775140803755696
+farm1,eat3,oranges,2011-08-07,9.40947070659876
+eat3,landfill Ely,oranges,2011-08-07,6.586629494619131
+eat3,composting Ely,oranges,2011-08-07,2.822841211979628
+farm1,eat3,oranges,2011-08-08,4.031857582803955
+eat3,landfill Ely,oranges,2011-08-08,2.8223003079627684
+eat3,composting Ely,oranges,2011-08-08,1.2095572748411865
+farm1,eat3,oranges,2011-08-09,1.6937056549612062
+eat3,landfill Ely,oranges,2011-08-09,1.1855939584728443
+eat3,composting Ely,oranges,2011-08-09,0.5081116964883619
+farm1,eat3,oranges,2011-08-10,0.2422814063419612
+eat3,landfill Ely,oranges,2011-08-10,0.16959698443937282
+eat3,composting Ely,oranges,2011-08-10,0.07268442190258835
+farm1,eat3,oranges,2011-08-11,3.4889679681707584
+eat3,landfill Ely,oranges,2011-08-11,2.4422775777195302
+eat3,composting Ely,oranges,2011-08-11,1.0466903904512272
+farm1,eat3,oranges,2011-08-12,5.0359314753952775
+eat3,landfill Ely,oranges,2011-08-12,3.5251520327766936
+eat3,composting Ely,oranges,2011-08-12,1.5107794426185832
+farm1,eat3,oranges,2011-08-13,3.155805773436461
+eat3,landfill Ely,oranges,2011-08-13,2.2090640414055227
+eat3,composting Ely,oranges,2011-08-13,0.9467417320309386
+farm1,eat3,oranges,2011-08-14,1.9484979811868253
+eat3,landfill Ely,oranges,2011-08-14,1.363948586830778
+eat3,composting Ely,oranges,2011-08-14,0.5845493943560477
+farm1,eat3,oranges,2011-08-15,1.2096581175559198
+eat3,landfill Ely,oranges,2011-08-15,0.8467606822891438
+eat3,composting Ely,oranges,2011-08-15,0.3628974352667759
+farm1,eat3,oranges,2011-08-16,7.498430420332979
+eat3,landfill Ely,oranges,2011-08-16,5.248901294233085
+eat3,composting Ely,oranges,2011-08-16,2.249529126099893
+farm1,eat3,oranges,2011-08-17,0.0934975827445884
+eat3,landfill Ely,oranges,2011-08-17,0.06544830792121188
+eat3,composting Ely,oranges,2011-08-17,0.02804927482337652
+farm1,eat3,oranges,2011-08-18,1.1905777012669332
+eat3,landfill Ely,oranges,2011-08-18,0.8334043908868531
+eat3,composting Ely,oranges,2011-08-18,0.35717331038007993
+farm1,eat3,oranges,2011-08-19,1.658586599013845
+eat3,landfill Ely,oranges,2011-08-19,1.1610106193096914
+eat3,composting Ely,oranges,2011-08-19,0.4975759797041535
+farm1,eat3,oranges,2011-08-20,0.5792921302074782
+eat3,landfill Ely,oranges,2011-08-20,0.4055044911452347
+eat3,composting Ely,oranges,2011-08-20,0.17378763906224345
+farm1,eat3,oranges,2011-08-21,2.2199015114603813
+eat3,landfill Ely,oranges,2011-08-21,1.5539310580222667
+eat3,composting Ely,oranges,2011-08-21,0.6659704534381143
+farm1,eat3,oranges,2011-08-22,4.590557579580138
+eat3,landfill Ely,oranges,2011-08-22,3.2133903057060964
+eat3,composting Ely,oranges,2011-08-22,1.3771672738740417
+farm1,eat3,oranges,2011-08-23,2.588656384113146
+eat3,landfill Ely,oranges,2011-08-23,1.812059468879202
+eat3,composting Ely,oranges,2011-08-23,0.7765969152339438
+farm1,eat3,oranges,2011-08-24,0.8060895676487702
+eat3,landfill Ely,oranges,2011-08-24,0.564262697354139
+eat3,composting Ely,oranges,2011-08-24,0.24182687029463104
+farm1,eat3,oranges,2011-08-25,2.2985531903159817
+eat3,landfill Ely,oranges,2011-08-25,1.6089872332211874
+eat3,composting Ely,oranges,2011-08-25,0.6895659570947946
+farm1,eat3,oranges,2011-08-26,8.787684353771473
+eat3,landfill Ely,oranges,2011-08-26,6.151379047640033
+eat3,composting Ely,oranges,2011-08-26,2.6363053061314417
+farm1,eat3,oranges,2011-08-27,0.0037127585893390095
+eat3,landfill Ely,oranges,2011-08-27,0.002598931012537307
+eat3,composting Ely,oranges,2011-08-27,0.0011138275768017027
+farm1,eat3,oranges,2011-08-28,3.880597931228497
+eat3,landfill Ely,oranges,2011-08-28,2.7164185518599475
+eat3,composting Ely,oranges,2011-08-28,1.164179379368549
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diff --git a/test/fixtures/fruit_flows_MSexcel2007_2013XML.xlsx b/test/fixtures/fruit_flows_MSexcel2007_2013XML.xlsx
new file mode 100644
index 0000000..53ef044
Binary files /dev/null and b/test/fixtures/fruit_flows_MSexcel2007_2013XML.xlsx differ
diff --git a/test/fixtures/fruit_flows_officeopenxml.xlsx b/test/fixtures/fruit_flows_officeopenxml.xlsx
new file mode 100644
index 0000000..ff9fb7a
Binary files /dev/null and b/test/fixtures/fruit_flows_officeopenxml.xlsx differ
diff --git a/test/fixtures/fruit_processes.csv b/test/fixtures/fruit_processes.csv
new file mode 100644
index 0000000..792150c
--- /dev/null
+++ b/test/fixtures/fruit_processes.csv
@@ -0,0 +1,40 @@
+id,type,location,function,sector
+inputs,stock,*,inputs,
+farm1,process,Cambridge,small farm,farming
+farm2,process,Cambridge,small farm,farming
+farm3,process,Ely,small farm,farming
+farm4,process,Ely,allotment,farming
+farm5,process,Newmarket,allotment,farming
+farm6,process,Ely,allotment,farming
+farm7,process,Ely,allotment,farming
+farm8,process,Newmarket,large farm,farming
+farm9,process,Newmarket,large farm,farming
+farm10,process,Ely,large farm,farming
+farm11,process,Cambridge,allotment,farming
+farm12,process,Newmarket,small farm,farming
+farm13,process,Newmarket,small farm,farming
+farm14,process,Cambridge,large farm,farming
+farm15,process,Ely,small farm,farming
+eat1,process,Cambridge,consumers,domestic
+eat2,process,Ely,consumers,domestic
+eat3,process,Ely,consumers,government
+eat4,process,Ely,consumers,industry
+eat5,process,Cambridge,consumers,domestic
+eat6,process,Cambridge,consumers,industry
+eat7,process,Cambridge,consumers,industry
+eat8,process,Cambridge,consumers,domestic
+eat9,process,London,consumers,industry
+eat10,process,Newmarket,consumers,domestic
+eat11,process,Newmarket,consumers,industry
+landfill Cambridge,stock,Cambridge,landfill,
+composting Cambridge,process,Cambridge,composting process,
+compost Cambridge,stock,Cambridge,composting stock,
+landfill Ely,stock,Ely,landfill,
+composting Ely,process,Ely,composting process,
+compost Ely,stock,Ely,composting stock,
+landfill Newmarket,stock,Newmarket,landfill,
+composting Newmarket,process,Newmarket,composting process,
+compost Newmarket,stock,Newmarket,composting stock,
+landfill London,stock,London,landfill,
+composting London,process,London,composting process,
+compost London,stock,London,composting stock,
diff --git a/test/fixtures/fruit_processes_MSExcel2007_2013XML.xlsx b/test/fixtures/fruit_processes_MSExcel2007_2013XML.xlsx
new file mode 100644
index 0000000..5fb74a1
Binary files /dev/null and b/test/fixtures/fruit_processes_MSExcel2007_2013XML.xlsx differ
diff --git a/test/fixtures/fruit_processes_OfficeOpenXML.xlsx b/test/fixtures/fruit_processes_OfficeOpenXML.xlsx
new file mode 100644
index 0000000..19a67e7
Binary files /dev/null and b/test/fixtures/fruit_processes_OfficeOpenXML.xlsx differ
diff --git a/test/test_dataset.py b/test/test_dataset.py
index 3732200..30df1a2 100644
--- a/test/test_dataset.py
+++ b/test/test_dataset.py
@@ -6,6 +6,38 @@
 from floweaver.sankey_definition import ProcessGroup, Bundle, Elsewhere
 
 
+def test_dataset_from_csv_simple():
+    d = Dataset.from_csv('./fixtures/fruit_flows.csv')
+    assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value'}
+
+
+def test_dataset_from_csv_with_process_table():
+    d = Dataset.from_csv('./fixtures/fruit_flows.csv',
+                         './fixtures/fruit_processes.csv')
+    assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value',
+        'source.type', 'source.location', 'source.function', 'source.sector',
+        'target.type', 'target.location', 'target.function', 'target.sector'}
+
+def test_dataset_from_excel_simple():
+    d = Dataset.from_excel('./fixtures/fruit_flows_MSexcel2007_2013XML.xlsx')
+    assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value'}
+    d2 = Dataset.from_excel('./fixtures/fruit_flows_officeopenxml.xlsx')
+    assert set(d2._table.columns) == {'source', 'target', 'material', 'time', 'value'}
+
+
+def test_dataset_from_excel_with_process_table():
+    d = Dataset.from_excel('./fixtures/fruit_flows_MSexcel2007_2013XML.xlsx',
+                           './fixtures/fruit_processes_MSExcel2007_2013XML.xlsx')
+    assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value',
+        'source.type', 'source.location', 'source.function', 'source.sector',
+        'target.type', 'target.location', 'target.function', 'target.sector'}
+    d2 = Dataset.from_excel('./fixtures/fruit_flows_MSexcel2007_2013XML.xlsx',
+                            './fixtures/fruit_processes_MSExcel2007_2013XML.xlsx')
+    assert set(d2._table.columns) == {'source', 'target', 'material', 'time', 'value',
+        'source.type', 'source.location', 'source.function', 'source.sector',
+        'target.type', 'target.location', 'target.function', 'target.sector'}
+
+
 def _dataset():
     dim_process = pd.DataFrame.from_records(
         [