diff --git a/notebooks/Stock.ipynb b/notebooks/Stock.ipynb
index d2218cf..925daf8 100644
--- a/notebooks/Stock.ipynb
+++ b/notebooks/Stock.ipynb
@@ -7,16 +7,18 @@
    "metadata": {
     "collapsed": true,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:37.371098150Z",
-     "start_time": "2023-08-10T12:43:37.245870693Z"
+     "end_time": "2023-09-27T19:34:04.948776300Z",
+     "start_time": "2023-09-27T19:34:04.350199300Z"
     }
    },
    "outputs": [],
    "source": [
     "import tvscreener as tvs\n",
-    "from tvscreener import StockField, TimeInterval, StocksMarket\n",
-    "from tvscreener.filter import SymbolType, Exchange, Country, SubMarket, FilterOperator\n",
+    "from tvscreener import StockField, TimeInterval\n",
+    "from tvscreener.filter import FilterOperator\n",
     "from tvscreener import ExtraFilter\n",
+    "from tvscreener.field import Exchange, SubMarket, SymbolType\n",
+    "\n",
     "\n",
     "%load_ext autoreload\n",
     "%autoreload 2"
@@ -50,8 +52,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "         Symbol   Name                  Description  All Time High  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     480.880000   \n6   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  556117.000000   \n8    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     364.630000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0      0.049107         138733.483965       100.000000      35.714286   \n1      0.088543         331333.919957       100.000000       0.000000   \n2      2.401327           5080.856484         0.000000      42.857143   \n3     24.312350            359.512111         0.000000      42.857143   \n4      0.065624         113008.620378        28.571429      78.571429   \n5      0.333335          97165.841070       100.000000      35.714286   \n6     17.550000            625.826397        14.285714      42.857143   \n7    235.000000         222463.265306         0.000000     100.000000   \n8     19.800000           1443.189655         0.000000      85.714286   \n9      0.998666          19020.288316       100.000000       0.000000   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.065736                       40.079355  ...          -1   \n1                6.875714                       15.697468  ...          -1   \n2                2.576786                       21.021282  ...           1   \n3                2.574643                       19.905580  ...           1   \n4                3.053221                       21.411278  ...           1   \n5               13.332879                       27.054978  ...          -1   \n6                9.424400                       29.809315  ...          -1   \n7             8380.835714                       39.072654  ...           1   \n8                4.427429                       36.871340  ...           1   \n9                9.404993                       23.365350  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -4.720749                         -230.936482   \n1                 -9.388162                         -120.951883   \n2                  5.906360                           72.958312   \n3                  5.743768                           74.928140   \n4                  4.556238                          149.672333   \n5                  5.990850                          -74.360714   \n6                 12.985205                           34.751045   \n7              16183.480559                          204.804702   \n8                 10.636768                          222.169729   \n9                -13.117041                         -127.023557   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               -13.82                                  37.059393   \n1               -24.93                                  26.356568   \n2                 9.19                                  17.483541   \n3                 9.05                                  17.902277   \n4                10.81                                  19.321047   \n5               -10.15                                  23.185145   \n6                18.17                                  13.955954   \n7             24647.99                                   5.755470   \n8                16.15                                   7.507344   \n9               -15.58                                  30.228938   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  14.543167   \n1                                  20.989642   \n2                                  27.917242   \n3                                  27.931277   \n4                                  35.171936   \n5                                  23.696781   \n6                                  23.593786   \n7                                  27.973242   \n8                                  31.301009   \n9                                  18.500734   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           31.992621                          20.309959   \n1                           41.620562                          34.633610   \n2                           63.031565                          66.112989   \n3                           62.822280                          66.262130   \n4                           63.522413                          66.884776   \n5                           51.914409                          43.927989   \n6                           56.380701                          52.050151   \n7                           71.024137                          75.885871   \n8                           73.613628                          78.234789   \n9                           42.849362                          33.497846   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.336929                        6.651887  \n1                        5.696226                        8.199300  \n2                       71.656644                       78.135739  \n3                       71.754595                       78.572202  \n4                       63.325131                       82.572298  \n5                       30.921040                       35.446541  \n6                       65.652211                       65.989356  \n7                       82.180259                       82.477802  \n8                       81.505128                       82.596203  \n9                       12.583370                       13.486642  \n\n[10 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.82</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>6.875714</td>\n      <td>15.697468</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-9.388162</td>\n      <td>-120.951883</td>\n      <td>-24.93</td>\n      <td>26.356568</td>\n      <td>20.989642</td>\n      <td>41.620562</td>\n      <td>34.633610</td>\n      <td>5.696226</td>\n      <td>8.199300</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.576786</td>\n      <td>21.021282</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.906360</td>\n      <td>72.958312</td>\n      <td>9.19</td>\n      <td>17.483541</td>\n      <td>27.917242</td>\n      <td>63.031565</td>\n      <td>66.112989</td>\n      <td>71.656644</td>\n      <td>78.135739</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.574643</td>\n      <td>19.905580</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.743768</td>\n      <td>74.928140</td>\n      <td>9.05</td>\n      <td>17.902277</td>\n      <td>27.931277</td>\n      <td>62.822280</td>\n      <td>66.262130</td>\n      <td>71.754595</td>\n      <td>78.572202</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>28.571429</td>\n      <td>78.571429</td>\n      <td>3.053221</td>\n      <td>21.411278</td>\n      <td>...</td>\n      <td>1</td>\n      <td>4.556238</td>\n      <td>149.672333</td>\n      <td>10.81</td>\n      <td>19.321047</td>\n      <td>35.171936</td>\n      <td>63.522413</td>\n      <td>66.884776</td>\n      <td>63.325131</td>\n      <td>82.572298</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>480.880000</td>\n      <td>0.333335</td>\n      <td>97165.841070</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>13.332879</td>\n      <td>27.054978</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>5.990850</td>\n      <td>-74.360714</td>\n      <td>-10.15</td>\n      <td>23.185145</td>\n      <td>23.696781</td>\n      <td>51.914409</td>\n      <td>43.927989</td>\n      <td>30.921040</td>\n      <td>35.446541</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>625.826397</td>\n      <td>14.285714</td>\n      <td>42.857143</td>\n      <td>9.424400</td>\n      <td>29.809315</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>12.985205</td>\n      <td>34.751045</td>\n      <td>18.17</td>\n      <td>13.955954</td>\n      <td>23.593786</td>\n      <td>56.380701</td>\n      <td>52.050151</td>\n      <td>65.652211</td>\n      <td>65.989356</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>556117.000000</td>\n      <td>235.000000</td>\n      <td>222463.265306</td>\n      <td>0.000000</td>\n      <td>100.000000</td>\n      <td>8380.835714</td>\n      <td>39.072654</td>\n      <td>...</td>\n      <td>1</td>\n      <td>16183.480559</td>\n      <td>204.804702</td>\n      <td>24647.99</td>\n      <td>5.755470</td>\n      <td>27.973242</td>\n      <td>71.024137</td>\n      <td>75.885871</td>\n      <td>82.180259</td>\n      <td>82.477802</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>364.630000</td>\n      <td>19.800000</td>\n      <td>1443.189655</td>\n      <td>0.000000</td>\n      <td>85.714286</td>\n      <td>4.427429</td>\n      <td>36.871340</td>\n      <td>...</td>\n      <td>1</td>\n      <td>10.636768</td>\n      <td>222.169729</td>\n      <td>16.15</td>\n      <td>7.507344</td>\n      <td>31.301009</td>\n      <td>73.613628</td>\n      <td>78.234789</td>\n      <td>81.505128</td>\n      <td>82.596203</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>19020.288316</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>9.404993</td>\n      <td>23.365350</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-13.117041</td>\n      <td>-127.023557</td>\n      <td>-15.58</td>\n      <td>30.228938</td>\n      <td>18.500734</td>\n      <td>42.849362</td>\n      <td>33.497846</td>\n      <td>12.583370</td>\n      <td>13.486642</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
+      "text/plain": "         Symbol   Name                  Description  All Time High  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     502.660000   \n6    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     373.340000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  566569.970000   \n8   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0      0.049107         132586.134572       100.000000      14.285714   \n1      0.088543         321912.281045       100.000000      35.714286   \n2      2.401327           5118.016722        92.857143      50.000000   \n3     24.312350            363.854791        92.857143      50.000000   \n4      0.065624         103548.029933       100.000000      35.714286   \n5      0.333335          97280.103405        71.428571       7.142857   \n6     19.800000           1440.387931       100.000000      57.142857   \n7    235.000000         221089.100000       100.000000      57.142857   \n8     17.550000            610.107015       100.000000      35.714286   \n9      0.998666          18991.867226       100.000000      42.857143   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.218429                       25.653844  ...          -1   \n1                5.679029                       22.120383  ...          -1   \n2                2.389257                       21.655098  ...          -1   \n3                2.365629                       21.492701  ...          -1   \n4                3.419064                       19.421523  ...          -1   \n5               13.613557                       21.784457  ...          -1   \n6                3.878407                       29.363976  ...          -1   \n7             6706.501429                       32.709754  ...          -1   \n8                8.038957                       11.502149  ...          -1   \n9                9.301243                       17.663979  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -3.283856                          -99.336416   \n1                 -7.189782                         -197.323125   \n2                 -1.538637                         -208.082855   \n3                 -1.347657                         -209.895909   \n4                 -5.099797                         -180.562142   \n5                -29.052279                          -98.761057   \n6                  2.327891                          -89.373526   \n7               3813.028971                          -84.597110   \n8                  1.337631                          -48.853156   \n9                  4.490718                          -99.150391   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               -4.340                                  30.558611   \n1              -19.630                                  32.060557   \n2               -6.775                                  29.303383   \n3               -6.620                                  29.765275   \n4              -15.250                                  33.377752   \n5              -29.590                                  30.919557   \n6               -8.360                                  21.644631   \n7           -11545.000                                  18.570083   \n8               -2.700                                  19.825841   \n9              -23.360                                  27.294109   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  16.822189   \n1                                  13.887596   \n2                                  16.542888   \n3                                  16.217965   \n4                                  15.461261   \n5                                  17.280311   \n6                                  19.005636   \n7                                  16.962556   \n8                                  19.891917   \n9                                  22.010251   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           38.386676                          33.426894   \n1                           33.743284                          21.535629   \n2                           38.397693                          25.309307   \n3                           38.689675                          25.502243   \n4                           34.513111                          24.389321   \n5                           37.538715                          31.598550   \n6                           45.831744                          33.505549   \n7                           46.101304                          34.029793   \n8                           49.235942                          46.943023   \n9                           43.105088                          32.583124   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.452134                        9.222031  \n1                        9.572082                        8.156310  \n2                       10.520138                       13.047417  \n3                       10.465734                       13.401442  \n4                        6.945989                        7.573618  \n5                        8.586903                       13.653822  \n6                       22.081326                       15.806692  \n7                       22.185337                       15.383801  \n8                       31.751412                       35.851493  \n9                       22.251475                       13.383379  \n\n[10 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132586.134572</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.340</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321912.281045</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>5.679029</td>\n      <td>22.120383</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-7.189782</td>\n      <td>-197.323125</td>\n      <td>-19.630</td>\n      <td>32.060557</td>\n      <td>13.887596</td>\n      <td>33.743284</td>\n      <td>21.535629</td>\n      <td>9.572082</td>\n      <td>8.156310</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5118.016722</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.389257</td>\n      <td>21.655098</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.538637</td>\n      <td>-208.082855</td>\n      <td>-6.775</td>\n      <td>29.303383</td>\n      <td>16.542888</td>\n      <td>38.397693</td>\n      <td>25.309307</td>\n      <td>10.520138</td>\n      <td>13.047417</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.854791</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.365629</td>\n      <td>21.492701</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.347657</td>\n      <td>-209.895909</td>\n      <td>-6.620</td>\n      <td>29.765275</td>\n      <td>16.217965</td>\n      <td>38.689675</td>\n      <td>25.502243</td>\n      <td>10.465734</td>\n      <td>13.401442</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.419064</td>\n      <td>19.421523</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-5.099797</td>\n      <td>-180.562142</td>\n      <td>-15.250</td>\n      <td>33.377752</td>\n      <td>15.461261</td>\n      <td>34.513111</td>\n      <td>24.389321</td>\n      <td>6.945989</td>\n      <td>7.573618</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>502.660000</td>\n      <td>0.333335</td>\n      <td>97280.103405</td>\n      <td>71.428571</td>\n      <td>7.142857</td>\n      <td>13.613557</td>\n      <td>21.784457</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-29.052279</td>\n      <td>-98.761057</td>\n      <td>-29.590</td>\n      <td>30.919557</td>\n      <td>17.280311</td>\n      <td>37.538715</td>\n      <td>31.598550</td>\n      <td>8.586903</td>\n      <td>13.653822</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>373.340000</td>\n      <td>19.800000</td>\n      <td>1440.387931</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>3.878407</td>\n      <td>29.363976</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>2.327891</td>\n      <td>-89.373526</td>\n      <td>-8.360</td>\n      <td>21.644631</td>\n      <td>19.005636</td>\n      <td>45.831744</td>\n      <td>33.505549</td>\n      <td>22.081326</td>\n      <td>15.806692</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>566569.970000</td>\n      <td>235.000000</td>\n      <td>221089.100000</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>6706.501429</td>\n      <td>32.709754</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>3813.028971</td>\n      <td>-84.597110</td>\n      <td>-11545.000</td>\n      <td>18.570083</td>\n      <td>16.962556</td>\n      <td>46.101304</td>\n      <td>34.029793</td>\n      <td>22.185337</td>\n      <td>15.383801</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>610.107015</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>8.038957</td>\n      <td>11.502149</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>1.337631</td>\n      <td>-48.853156</td>\n      <td>-2.700</td>\n      <td>19.825841</td>\n      <td>19.891917</td>\n      <td>49.235942</td>\n      <td>46.943023</td>\n      <td>31.751412</td>\n      <td>35.851493</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>18991.867226</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>9.301243</td>\n      <td>17.663979</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>4.490718</td>\n      <td>-99.150391</td>\n      <td>-23.360</td>\n      <td>27.294109</td>\n      <td>22.010251</td>\n      <td>43.105088</td>\n      <td>32.583124</td>\n      <td>22.251475</td>\n      <td>13.383379</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 2,
      "metadata": {},
@@ -66,8 +68,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:38.301137561Z",
-     "start_time": "2023-08-10T12:43:37.411599446Z"
+     "end_time": "2023-09-27T19:34:07.791030600Z",
+     "start_time": "2023-09-27T19:34:04.947775700Z"
     }
    },
    "id": "e784d4685477f41b"
@@ -91,8 +93,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "         Symbol   Name                  Description  All Time High  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     480.880000   \n6   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n7    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     364.630000   \n8    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  556117.000000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0      0.049107         138733.483965       100.000000       0.000000   \n1      0.088543         331333.919957       100.000000       0.000000   \n2      2.401327           5080.856484        78.571429       0.000000   \n3     24.312350            359.512111        78.571429       0.000000   \n4      0.065624         113008.620378        78.571429      64.285714   \n5      0.333335          97165.841070       100.000000       0.000000   \n6     17.550000            625.826397        14.285714     100.000000   \n7     19.800000           1443.189655        78.571429       0.000000   \n8    235.000000         222463.265306        78.571429       0.000000   \n9      0.998666          19020.288316       100.000000       0.000000   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                0.189050                       50.482263  ...          -1   \n1                0.380000                       64.438328  ...          -1   \n2                0.149286                       36.212780  ...           1   \n3                0.149114                       37.663273  ...           1   \n4                0.222579                       30.593581  ...           1   \n5                0.701821                       24.013105  ...          -1   \n6                0.391757                       31.906184  ...          -1   \n7                0.327857                       41.221993  ...           1   \n8              630.027000                       36.974402  ...           1   \n9                0.394514                       57.465402  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -0.511551                          -77.163868   \n1                 -1.302615                         -104.478441   \n2                 -0.428272                         -113.353531   \n3                 -0.419647                         -114.361431   \n4                 -0.409860                          -58.627594   \n5                 -1.145508                         -204.416812   \n6                 -0.634912                          -24.694374   \n7                 -0.833041                          -50.019449   \n8              -1426.243151                          -64.063334   \n9                 -1.314941                         -113.472121   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0              -0.1750                                  31.693208   \n1              -0.9200                                  33.555399   \n2              -0.2392                                  30.758658   \n3              -0.2600                                  33.562927   \n4              -0.0051                                  25.499036   \n5              -1.5600                                  25.892001   \n6               0.4700                                  26.179635   \n7               0.1000                                  34.505424   \n8            -816.4400                                  28.956062   \n9              -0.5985                                  34.179634   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                   7.673470   \n1                                   2.741869   \n2                                   8.903580   \n3                                   8.598175   \n4                                  19.812357   \n5                                  11.006957   \n6                                  13.614647   \n7                                  10.951997   \n8                                   9.167792   \n9                                   4.531923   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           27.934376                          28.787825   \n1                           20.144663                          19.276398   \n2                           27.910567                          22.882972   \n3                           28.652843                          23.998890   \n4                           37.419923                          40.488233   \n5                           25.981434                          14.473859   \n6                           41.065226                          45.834157   \n7                           39.548974                          44.352384   \n8                           41.712226                          44.092506   \n9                           16.516540                          10.600821   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       14.795279                       16.331155  \n1                       10.476947                       11.144101  \n2                       10.234625                       11.143122  \n3                       11.956378                       13.214573  \n4                       29.148594                       33.713851  \n5                        9.427391                        4.553163  \n6                       47.382437                       56.755969  \n7                       24.007238                       33.853502  \n8                       26.883871                       34.958559  \n9                        8.744848                        5.165298  \n\n[10 rows x 301 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.189050</td>\n      <td>50.482263</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-0.511551</td>\n      <td>-77.163868</td>\n      <td>-0.1750</td>\n      <td>31.693208</td>\n      <td>7.673470</td>\n      <td>27.934376</td>\n      <td>28.787825</td>\n      <td>14.795279</td>\n      <td>16.331155</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.380000</td>\n      <td>64.438328</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.302615</td>\n      <td>-104.478441</td>\n      <td>-0.9200</td>\n      <td>33.555399</td>\n      <td>2.741869</td>\n      <td>20.144663</td>\n      <td>19.276398</td>\n      <td>10.476947</td>\n      <td>11.144101</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>78.571429</td>\n      <td>0.000000</td>\n      <td>0.149286</td>\n      <td>36.212780</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-0.428272</td>\n      <td>-113.353531</td>\n      <td>-0.2392</td>\n      <td>30.758658</td>\n      <td>8.903580</td>\n      <td>27.910567</td>\n      <td>22.882972</td>\n      <td>10.234625</td>\n      <td>11.143122</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>78.571429</td>\n      <td>0.000000</td>\n      <td>0.149114</td>\n      <td>37.663273</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-0.419647</td>\n      <td>-114.361431</td>\n      <td>-0.2600</td>\n      <td>33.562927</td>\n      <td>8.598175</td>\n      <td>28.652843</td>\n      <td>23.998890</td>\n      <td>11.956378</td>\n      <td>13.214573</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>78.571429</td>\n      <td>64.285714</td>\n      <td>0.222579</td>\n      <td>30.593581</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-0.409860</td>\n      <td>-58.627594</td>\n      <td>-0.0051</td>\n      <td>25.499036</td>\n      <td>19.812357</td>\n      <td>37.419923</td>\n      <td>40.488233</td>\n      <td>29.148594</td>\n      <td>33.713851</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>480.880000</td>\n      <td>0.333335</td>\n      <td>97165.841070</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.701821</td>\n      <td>24.013105</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.145508</td>\n      <td>-204.416812</td>\n      <td>-1.5600</td>\n      <td>25.892001</td>\n      <td>11.006957</td>\n      <td>25.981434</td>\n      <td>14.473859</td>\n      <td>9.427391</td>\n      <td>4.553163</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>625.826397</td>\n      <td>14.285714</td>\n      <td>100.000000</td>\n      <td>0.391757</td>\n      <td>31.906184</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-0.634912</td>\n      <td>-24.694374</td>\n      <td>0.4700</td>\n      <td>26.179635</td>\n      <td>13.614647</td>\n      <td>41.065226</td>\n      <td>45.834157</td>\n      <td>47.382437</td>\n      <td>56.755969</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>364.630000</td>\n      <td>19.800000</td>\n      <td>1443.189655</td>\n      <td>78.571429</td>\n      <td>0.000000</td>\n      <td>0.327857</td>\n      <td>41.221993</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-0.833041</td>\n      <td>-50.019449</td>\n      <td>0.1000</td>\n      <td>34.505424</td>\n      <td>10.951997</td>\n      <td>39.548974</td>\n      <td>44.352384</td>\n      <td>24.007238</td>\n      <td>33.853502</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>556117.000000</td>\n      <td>235.000000</td>\n      <td>222463.265306</td>\n      <td>78.571429</td>\n      <td>0.000000</td>\n      <td>630.027000</td>\n      <td>36.974402</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-1426.243151</td>\n      <td>-64.063334</td>\n      <td>-816.4400</td>\n      <td>28.956062</td>\n      <td>9.167792</td>\n      <td>41.712226</td>\n      <td>44.092506</td>\n      <td>26.883871</td>\n      <td>34.958559</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>19020.288316</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.394514</td>\n      <td>57.465402</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.314941</td>\n      <td>-113.472121</td>\n      <td>-0.5985</td>\n      <td>34.179634</td>\n      <td>4.531923</td>\n      <td>16.516540</td>\n      <td>10.600821</td>\n      <td>8.744848</td>\n      <td>5.165298</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 301 columns</p>\n</div>"
+      "text/plain": "         Symbol   Name                  Description  All Time High  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     502.660000   \n6    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     373.340000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  566569.970000   \n8   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0      0.049107         132586.134572         0.000000      64.285714   \n1      0.088543         321912.281045         0.000000      64.285714   \n2      2.401327           5118.016722         0.000000      64.285714   \n3     24.312350            363.854791         0.000000      64.285714   \n4      0.065624         103548.029933       100.000000      28.571429   \n5      0.333335          97280.103405         0.000000      64.285714   \n6     19.800000           1440.387931        85.714286      57.142857   \n7    235.000000         221089.100000        78.571429      64.285714   \n8     17.550000            610.107015       100.000000      64.285714   \n9      0.998666          18991.867226         0.000000      64.285714   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                0.165343                       24.857830  ...          -1   \n1                0.328193                       32.807997  ...          -1   \n2                0.126843                       47.712707  ...          -1   \n3                0.127200                       48.366557  ...          -1   \n4                0.157607                       30.035788  ...          -1   \n5                0.748121                       49.902238  ...          -1   \n6                0.188743                       24.856194  ...          -1   \n7              169.441957                       15.446908  ...          -1   \n8                0.717657                       58.234381  ...          -1   \n9                0.457121                       49.408737  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                  0.104981                          -35.244465   \n1                  0.435853                          -31.346398   \n2                  0.243641                           45.677041   \n3                  0.239546                           42.067407   \n4                  0.179179                            0.891851   \n5                  1.534843                            6.532233   \n6                  0.187074                           -2.183271   \n7                291.062306                          -41.025371   \n8                  2.063340                            5.583618   \n9                  1.156169                           63.036424   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0              -0.3850                                  24.871810   \n1              -0.5075                                  22.536594   \n2              -0.0700                                  12.365364   \n3              -0.0800                                  11.910521   \n4              -0.3300                                  19.517729   \n5              -0.9328                                  15.519576   \n6              -0.1000                                  25.344451   \n7            -407.5050                                  39.258786   \n8              -1.2300                                  12.467009   \n9              -0.1199                                  13.127654   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  22.615542   \n1                                  21.459699   \n2                                  24.731782   \n3                                  23.659724   \n4                                  24.513727   \n5                                  27.954990   \n6                                  27.125743   \n7                                  22.722229   \n8                                  27.670674   \n9                                  28.369495   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           48.032552                          41.726044   \n1                           49.434414                          39.407204   \n2                           60.806234                          56.511216   \n3                           61.062996                          56.386353   \n4                           55.090748                          47.130994   \n5                           56.849216                          45.722552   \n6                           54.811865                          51.028422   \n7                           48.537659                          42.002441   \n8                           58.654483                          44.725961   \n9                           68.186823                          65.238479   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       38.775343                       27.164675  \n1                       41.964060                       27.671854  \n2                       60.556051                       55.658692  \n3                       59.262310                       53.833992  \n4                       36.775868                       28.541142  \n5                       44.250178                       34.943608  \n6                       37.831559                       28.707771  \n7                       44.439095                       26.784150  \n8                       49.469202                       33.296910  \n9                       68.459020                       66.067531  \n\n[10 rows x 301 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132586.134572</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>0.165343</td>\n      <td>24.857830</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.104981</td>\n      <td>-35.244465</td>\n      <td>-0.3850</td>\n      <td>24.871810</td>\n      <td>22.615542</td>\n      <td>48.032552</td>\n      <td>41.726044</td>\n      <td>38.775343</td>\n      <td>27.164675</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321912.281045</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>0.328193</td>\n      <td>32.807997</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.435853</td>\n      <td>-31.346398</td>\n      <td>-0.5075</td>\n      <td>22.536594</td>\n      <td>21.459699</td>\n      <td>49.434414</td>\n      <td>39.407204</td>\n      <td>41.964060</td>\n      <td>27.671854</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5118.016722</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>0.126843</td>\n      <td>47.712707</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.243641</td>\n      <td>45.677041</td>\n      <td>-0.0700</td>\n      <td>12.365364</td>\n      <td>24.731782</td>\n      <td>60.806234</td>\n      <td>56.511216</td>\n      <td>60.556051</td>\n      <td>55.658692</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.854791</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>0.127200</td>\n      <td>48.366557</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.239546</td>\n      <td>42.067407</td>\n      <td>-0.0800</td>\n      <td>11.910521</td>\n      <td>23.659724</td>\n      <td>61.062996</td>\n      <td>56.386353</td>\n      <td>59.262310</td>\n      <td>53.833992</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.000000</td>\n      <td>28.571429</td>\n      <td>0.157607</td>\n      <td>30.035788</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.179179</td>\n      <td>0.891851</td>\n      <td>-0.3300</td>\n      <td>19.517729</td>\n      <td>24.513727</td>\n      <td>55.090748</td>\n      <td>47.130994</td>\n      <td>36.775868</td>\n      <td>28.541142</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>502.660000</td>\n      <td>0.333335</td>\n      <td>97280.103405</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>0.748121</td>\n      <td>49.902238</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>1.534843</td>\n      <td>6.532233</td>\n      <td>-0.9328</td>\n      <td>15.519576</td>\n      <td>27.954990</td>\n      <td>56.849216</td>\n      <td>45.722552</td>\n      <td>44.250178</td>\n      <td>34.943608</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>373.340000</td>\n      <td>19.800000</td>\n      <td>1440.387931</td>\n      <td>85.714286</td>\n      <td>57.142857</td>\n      <td>0.188743</td>\n      <td>24.856194</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.187074</td>\n      <td>-2.183271</td>\n      <td>-0.1000</td>\n      <td>25.344451</td>\n      <td>27.125743</td>\n      <td>54.811865</td>\n      <td>51.028422</td>\n      <td>37.831559</td>\n      <td>28.707771</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>566569.970000</td>\n      <td>235.000000</td>\n      <td>221089.100000</td>\n      <td>78.571429</td>\n      <td>64.285714</td>\n      <td>169.441957</td>\n      <td>15.446908</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>291.062306</td>\n      <td>-41.025371</td>\n      <td>-407.5050</td>\n      <td>39.258786</td>\n      <td>22.722229</td>\n      <td>48.537659</td>\n      <td>42.002441</td>\n      <td>44.439095</td>\n      <td>26.784150</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>610.107015</td>\n      <td>100.000000</td>\n      <td>64.285714</td>\n      <td>0.717657</td>\n      <td>58.234381</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>2.063340</td>\n      <td>5.583618</td>\n      <td>-1.2300</td>\n      <td>12.467009</td>\n      <td>27.670674</td>\n      <td>58.654483</td>\n      <td>44.725961</td>\n      <td>49.469202</td>\n      <td>33.296910</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>18991.867226</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>0.457121</td>\n      <td>49.408737</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>1.156169</td>\n      <td>63.036424</td>\n      <td>-0.1199</td>\n      <td>13.127654</td>\n      <td>28.369495</td>\n      <td>68.186823</td>\n      <td>65.238479</td>\n      <td>68.459020</td>\n      <td>66.067531</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 301 columns</p>\n</div>"
      },
      "execution_count": 3,
      "metadata": {},
@@ -107,8 +109,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:39.291891174Z",
-     "start_time": "2023-08-10T12:43:38.300280165Z"
+     "end_time": "2023-09-27T19:34:09.753312Z",
+     "start_time": "2023-09-27T19:34:07.791030600Z"
     }
    },
    "id": "b43d16de57ee391a"
@@ -147,8 +149,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:39.357725751Z",
-     "start_time": "2023-08-10T12:43:39.287313710Z"
+     "end_time": "2023-09-27T19:34:09.806692700Z",
+     "start_time": "2023-09-27T19:34:09.754312100Z"
     }
    },
    "id": "3938fc2af76d082d"
@@ -164,8 +166,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:39.357873120Z",
-     "start_time": "2023-08-10T12:43:39.327741749Z"
+     "end_time": "2023-09-27T19:34:09.835204700Z",
+     "start_time": "2023-09-27T19:34:09.782693100Z"
     }
    },
    "id": "bfc197b86e25f36b"
@@ -194,8 +196,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:39.357942029Z",
-     "start_time": "2023-08-10T12:43:39.327825373Z"
+     "end_time": "2023-09-27T19:34:09.856165800Z",
+     "start_time": "2023-09-27T19:34:09.811205300Z"
     }
    },
    "id": "4c768e89cc4841bd"
@@ -220,8 +222,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:39.358002589Z",
-     "start_time": "2023-08-10T12:43:39.327861480Z"
+     "end_time": "2023-09-27T19:34:09.883635300Z",
+     "start_time": "2023-09-27T19:34:09.840164700Z"
     }
    },
    "id": "7726c96aeabf261f"
@@ -249,8 +251,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:39.360768350Z",
-     "start_time": "2023-08-10T12:43:39.327894891Z"
+     "end_time": "2023-09-27T19:34:09.897049400Z",
+     "start_time": "2023-09-27T19:34:09.868638600Z"
     }
    },
    "id": "4f7607f354753b43"
@@ -273,8 +275,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "        Symbol   Name                Description  All Time High  All Time Low  \\\n0  NASDAQ:AAPL   AAPL                 Apple Inc.      198.23000      0.049107   \n1    OTC:AAGIY  AAGIY            AIA Group, Ltd.       56.53000      9.930000   \n2    OTC:AAIGF  AAIGF            AIA Group, Ltd.       14.56000      2.460000   \n3    OTC:MKGAF  MKGAF                 Merck KGaA      264.40000     18.250000   \n4    OTC:MKKGY  MKKGY                 Merck KGaA       52.29000      6.989860   \n5    OTC:AAUKF  AAUKF         Anglo American plc       73.40652      3.131100   \n6    OTC:MRAAY  MRAAY  Murata Manufacturing Inc.       26.59000      3.083330   \n7    OTC:MRAAF  MRAAF  Murata Manufacturing Inc.      183.77000     33.552800   \n8    OTC:HENKY  HENKY       Henkel AG & Co. KGAA       32.21625      4.187458   \n9    OTC:HENOY  HENOY       Henkel AG & Co. KGAA       36.00100      5.166615   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0         138733.483965       100.000000      35.714286   \n1            215.930736       100.000000      35.714286   \n2            217.534722       100.000000       7.142857   \n3            347.084639         0.000000      71.428571   \n4            195.611214         7.142857      71.428571   \n5             61.515063       100.000000      42.857143   \n6            354.710339        71.428571      57.142857   \n7             22.735905       100.000000      71.428571   \n8            261.266733        92.857143      42.857143   \n9            261.527390        92.857143       0.000000   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.065736                       40.079355  ...        -1.0   \n1                0.758650                       15.760823  ...        -1.0   \n2                0.435371                       13.981267  ...        -1.0   \n3                4.739857                       18.904303  ...         1.0   \n4                0.469207                       16.208810  ...         1.0   \n5                0.430714                       10.943106  ...        -1.0   \n6                0.333521                       12.340245  ...        -1.0   \n7                0.980357                       14.038983  ...        -1.0   \n8                0.175936                       14.545648  ...        -1.0   \n9                0.154443                       23.904056  ...        -1.0   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -4.720749                         -230.936482   \n1                 -1.853754                         -208.939941   \n2                 -0.489674                         -197.455515   \n3                  6.772704                           64.114957   \n4                  1.642201                           78.920394   \n5                 -0.490315                          -81.131481   \n6                 -0.113834                         -114.841438   \n7                  0.382426                          -44.801992   \n8                 -0.374956                         -125.197383   \n9                 -0.634318                         -125.382012   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0             -13.8200                                  37.059393   \n1              -2.4300                                  36.824480   \n2              -0.5100                                  18.919587   \n3               2.1500                                  23.729818   \n4               0.9000                                  26.732454   \n5              -1.3100                                  38.882917   \n6              -0.3005                                  36.337504   \n7              -2.4270                                  37.281414   \n8              -0.5900                                  29.754160   \n9              -0.6600                                  41.124889   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  14.543167   \n1                                  18.605137   \n2                                  12.080031   \n3                                  34.035186   \n4                                  38.134644   \n5                                  38.141133   \n6                                  26.660987   \n7                                  28.816348   \n8                                  19.962536   \n9                                  17.018665   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           31.992621                          20.309959   \n1                           30.562472                          20.744334   \n2                           33.797517                          22.544000   \n3                           53.860515                          55.223620   \n4                           60.363718                          62.544260   \n5                           43.649290                          36.998894   \n6                           45.237089                          40.807561   \n7                           46.746933                          42.948113   \n8                           39.680007                          36.643907   \n9                           34.062318                          25.350571   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.336929                        6.651887  \n1                        7.800591                        3.847783  \n2                       28.714994                       23.244157  \n3                       60.587925                       61.596330  \n4                       79.173369                       77.054288  \n5                       26.597545                       13.976391  \n6                       30.982189                       31.802155  \n7                       44.784146                       30.069184  \n8                        9.970209                       13.601314  \n9                        6.118814                        8.882494  \n\n[10 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.23000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.8200</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>OTC:AAGIY</td>\n      <td>AAGIY</td>\n      <td>AIA Group, Ltd.</td>\n      <td>56.53000</td>\n      <td>9.930000</td>\n      <td>215.930736</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>0.758650</td>\n      <td>15.760823</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1.853754</td>\n      <td>-208.939941</td>\n      <td>-2.4300</td>\n      <td>36.824480</td>\n      <td>18.605137</td>\n      <td>30.562472</td>\n      <td>20.744334</td>\n      <td>7.800591</td>\n      <td>3.847783</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>OTC:AAIGF</td>\n      <td>AAIGF</td>\n      <td>AIA Group, Ltd.</td>\n      <td>14.56000</td>\n      <td>2.460000</td>\n      <td>217.534722</td>\n      <td>100.000000</td>\n      <td>7.142857</td>\n      <td>0.435371</td>\n      <td>13.981267</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.489674</td>\n      <td>-197.455515</td>\n      <td>-0.5100</td>\n      <td>18.919587</td>\n      <td>12.080031</td>\n      <td>33.797517</td>\n      <td>22.544000</td>\n      <td>28.714994</td>\n      <td>23.244157</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>OTC:MKGAF</td>\n      <td>MKGAF</td>\n      <td>Merck KGaA</td>\n      <td>264.40000</td>\n      <td>18.250000</td>\n      <td>347.084639</td>\n      <td>0.000000</td>\n      <td>71.428571</td>\n      <td>4.739857</td>\n      <td>18.904303</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>6.772704</td>\n      <td>64.114957</td>\n      <td>2.1500</td>\n      <td>23.729818</td>\n      <td>34.035186</td>\n      <td>53.860515</td>\n      <td>55.223620</td>\n      <td>60.587925</td>\n      <td>61.596330</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>OTC:MKKGY</td>\n      <td>MKKGY</td>\n      <td>Merck KGaA</td>\n      <td>52.29000</td>\n      <td>6.989860</td>\n      <td>195.611214</td>\n      <td>7.142857</td>\n      <td>71.428571</td>\n      <td>0.469207</td>\n      <td>16.208810</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>1.642201</td>\n      <td>78.920394</td>\n      <td>0.9000</td>\n      <td>26.732454</td>\n      <td>38.134644</td>\n      <td>60.363718</td>\n      <td>62.544260</td>\n      <td>79.173369</td>\n      <td>77.054288</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>OTC:AAUKF</td>\n      <td>AAUKF</td>\n      <td>Anglo American plc</td>\n      <td>73.40652</td>\n      <td>3.131100</td>\n      <td>61.515063</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>0.430714</td>\n      <td>10.943106</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.490315</td>\n      <td>-81.131481</td>\n      <td>-1.3100</td>\n      <td>38.882917</td>\n      <td>38.141133</td>\n      <td>43.649290</td>\n      <td>36.998894</td>\n      <td>26.597545</td>\n      <td>13.976391</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>OTC:MRAAY</td>\n      <td>MRAAY</td>\n      <td>Murata Manufacturing Inc.</td>\n      <td>26.59000</td>\n      <td>3.083330</td>\n      <td>354.710339</td>\n      <td>71.428571</td>\n      <td>57.142857</td>\n      <td>0.333521</td>\n      <td>12.340245</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.113834</td>\n      <td>-114.841438</td>\n      <td>-0.3005</td>\n      <td>36.337504</td>\n      <td>26.660987</td>\n      <td>45.237089</td>\n      <td>40.807561</td>\n      <td>30.982189</td>\n      <td>31.802155</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>OTC:MRAAF</td>\n      <td>MRAAF</td>\n      <td>Murata Manufacturing Inc.</td>\n      <td>183.77000</td>\n      <td>33.552800</td>\n      <td>22.735905</td>\n      <td>100.000000</td>\n      <td>71.428571</td>\n      <td>0.980357</td>\n      <td>14.038983</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>0.382426</td>\n      <td>-44.801992</td>\n      <td>-2.4270</td>\n      <td>37.281414</td>\n      <td>28.816348</td>\n      <td>46.746933</td>\n      <td>42.948113</td>\n      <td>44.784146</td>\n      <td>30.069184</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>OTC:HENKY</td>\n      <td>HENKY</td>\n      <td>Henkel AG &amp; Co. KGAA</td>\n      <td>32.21625</td>\n      <td>4.187458</td>\n      <td>261.266733</td>\n      <td>92.857143</td>\n      <td>42.857143</td>\n      <td>0.175936</td>\n      <td>14.545648</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.374956</td>\n      <td>-125.197383</td>\n      <td>-0.5900</td>\n      <td>29.754160</td>\n      <td>19.962536</td>\n      <td>39.680007</td>\n      <td>36.643907</td>\n      <td>9.970209</td>\n      <td>13.601314</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>OTC:HENOY</td>\n      <td>HENOY</td>\n      <td>Henkel AG &amp; Co. KGAA</td>\n      <td>36.00100</td>\n      <td>5.166615</td>\n      <td>261.527390</td>\n      <td>92.857143</td>\n      <td>0.000000</td>\n      <td>0.154443</td>\n      <td>23.904056</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.634318</td>\n      <td>-125.382012</td>\n      <td>-0.6600</td>\n      <td>41.124889</td>\n      <td>17.018665</td>\n      <td>34.062318</td>\n      <td>25.350571</td>\n      <td>6.118814</td>\n      <td>8.882494</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
+      "text/plain": "        Symbol   Name                Description  All Time High  All Time Low  \\\n0  NASDAQ:AAPL   AAPL                 Apple Inc.      198.23000      0.049107   \n1    OTC:AAIGF  AAIGF            AIA Group, Ltd.       14.56000      2.460000   \n2    OTC:AAGIY  AAGIY            AIA Group, Ltd.       56.53000      9.930000   \n3    OTC:MKKGY  MKKGY                 Merck KGaA       52.29000      6.989860   \n4    OTC:MKGAF  MKGAF                 Merck KGaA      264.40000     18.250000   \n5    OTC:AAUKF  AAUKF         Anglo American plc       73.40652      3.131100   \n6    OTC:MRAAY  MRAAY  Murata Manufacturing Inc.       26.59000      3.083330   \n7    OTC:MRAAF  MRAAF  Murata Manufacturing Inc.      183.77000     33.552800   \n8    OTC:HENOF  HENOF       Henkel AG & Co. KGAA      159.35001     23.000000   \n9    OTC:HENOY  HENOY       Henkel AG & Co. KGAA       36.00100      5.166615   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0         132586.134572       100.000000      14.285714   \n1            182.986111        92.857143       0.000000   \n2            181.341991        92.857143      28.571429   \n3            172.227662       100.000000       0.000000   \n4            306.420063       100.000000       0.000000   \n5             56.033130        50.000000      85.714286   \n6            338.744386        71.428571      35.714286   \n7             18.579879        28.571429       0.000000   \n8             12.214928       100.000000       0.000000   \n9            231.622332       100.000000      14.285714   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.218429                       25.653844  ...        -1.0   \n1                0.365714                       29.895630  ...        -1.0   \n2                0.482579                       16.338418  ...        -1.0   \n3                0.455064                       19.813728  ...        -1.0   \n4                4.924857                       10.217315  ...        -1.0   \n5                0.374219                       13.469633  ...         1.0   \n6                0.400000                       10.277903  ...        -1.0   \n7                1.250929                       13.892408  ...        -1.0   \n8                0.066579                       17.635434  ...        -1.0   \n9                0.156279                       34.955275  ...        -1.0   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -3.283856                          -99.336416   \n1                 -0.518029                         -180.198951   \n2                 -2.059031                         -169.851125   \n3                 -1.174500                         -119.459067   \n4                 -5.675028                         -119.096003   \n5                 -0.417817                          161.387549   \n6                 -0.110543                          -96.010522   \n7                 -0.229774                          -63.282366   \n8                 -1.062590                         -198.299884   \n9                 -1.032359                         -124.272606   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0              -4.3400                                  30.558611   \n1              -0.7300                                  22.455402   \n2              -2.7300                                  42.226956   \n3              -1.0300                                  43.434876   \n4              -6.2540                                  22.324742   \n5               2.2750                                  29.629036   \n6              -0.2600                                  28.501446   \n7              -2.4280                                  20.780990   \n8              -7.0501                                  57.399324   \n9              -1.0935                                  46.497242   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  16.822189   \n1                                   8.018751   \n2                                  20.924167   \n3                                  22.561050   \n4                                  26.245161   \n5                                  52.236981   \n6                                  21.474688   \n7                                  27.564427   \n8                                  37.656357   \n9                                  12.582312   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           38.386676                          33.426894   \n1                           31.515184                          25.577307   \n2                           27.195210                          19.695007   \n3                           36.760445                          28.788114   \n4                           41.653193                          37.852582   \n5                           53.655836                          60.256388   \n6                           44.000027                          40.946516   \n7                           46.703859                          45.270260   \n8                           39.813514                          30.860912   \n9                           24.398495                          15.886250   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.452134                        9.222031  \n1                       19.715915                       21.189097  \n2                       10.542012                       11.407377  \n3                       12.691978                        7.808972  \n4                       17.487770                       11.536634  \n5                       77.237132                       87.766072  \n6                       38.440477                       37.658080  \n7                       31.877576                       26.350204  \n8                       13.098674                        9.183099  \n9                        4.786640                        5.167695  \n\n[10 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.23000</td>\n      <td>0.049107</td>\n      <td>132586.134572</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.3400</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>OTC:AAIGF</td>\n      <td>AAIGF</td>\n      <td>AIA Group, Ltd.</td>\n      <td>14.56000</td>\n      <td>2.460000</td>\n      <td>182.986111</td>\n      <td>92.857143</td>\n      <td>0.000000</td>\n      <td>0.365714</td>\n      <td>29.895630</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.518029</td>\n      <td>-180.198951</td>\n      <td>-0.7300</td>\n      <td>22.455402</td>\n      <td>8.018751</td>\n      <td>31.515184</td>\n      <td>25.577307</td>\n      <td>19.715915</td>\n      <td>21.189097</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>OTC:AAGIY</td>\n      <td>AAGIY</td>\n      <td>AIA Group, Ltd.</td>\n      <td>56.53000</td>\n      <td>9.930000</td>\n      <td>181.341991</td>\n      <td>92.857143</td>\n      <td>28.571429</td>\n      <td>0.482579</td>\n      <td>16.338418</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-2.059031</td>\n      <td>-169.851125</td>\n      <td>-2.7300</td>\n      <td>42.226956</td>\n      <td>20.924167</td>\n      <td>27.195210</td>\n      <td>19.695007</td>\n      <td>10.542012</td>\n      <td>11.407377</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>OTC:MKKGY</td>\n      <td>MKKGY</td>\n      <td>Merck KGaA</td>\n      <td>52.29000</td>\n      <td>6.989860</td>\n      <td>172.227662</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.455064</td>\n      <td>19.813728</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1.174500</td>\n      <td>-119.459067</td>\n      <td>-1.0300</td>\n      <td>43.434876</td>\n      <td>22.561050</td>\n      <td>36.760445</td>\n      <td>28.788114</td>\n      <td>12.691978</td>\n      <td>7.808972</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>OTC:MKGAF</td>\n      <td>MKGAF</td>\n      <td>Merck KGaA</td>\n      <td>264.40000</td>\n      <td>18.250000</td>\n      <td>306.420063</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>4.924857</td>\n      <td>10.217315</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-5.675028</td>\n      <td>-119.096003</td>\n      <td>-6.2540</td>\n      <td>22.324742</td>\n      <td>26.245161</td>\n      <td>41.653193</td>\n      <td>37.852582</td>\n      <td>17.487770</td>\n      <td>11.536634</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>OTC:AAUKF</td>\n      <td>AAUKF</td>\n      <td>Anglo American plc</td>\n      <td>73.40652</td>\n      <td>3.131100</td>\n      <td>56.033130</td>\n      <td>50.000000</td>\n      <td>85.714286</td>\n      <td>0.374219</td>\n      <td>13.469633</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-0.417817</td>\n      <td>161.387549</td>\n      <td>2.2750</td>\n      <td>29.629036</td>\n      <td>52.236981</td>\n      <td>53.655836</td>\n      <td>60.256388</td>\n      <td>77.237132</td>\n      <td>87.766072</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>OTC:MRAAY</td>\n      <td>MRAAY</td>\n      <td>Murata Manufacturing Inc.</td>\n      <td>26.59000</td>\n      <td>3.083330</td>\n      <td>338.744386</td>\n      <td>71.428571</td>\n      <td>35.714286</td>\n      <td>0.400000</td>\n      <td>10.277903</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.110543</td>\n      <td>-96.010522</td>\n      <td>-0.2600</td>\n      <td>28.501446</td>\n      <td>21.474688</td>\n      <td>44.000027</td>\n      <td>40.946516</td>\n      <td>38.440477</td>\n      <td>37.658080</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>OTC:MRAAF</td>\n      <td>MRAAF</td>\n      <td>Murata Manufacturing Inc.</td>\n      <td>183.77000</td>\n      <td>33.552800</td>\n      <td>18.579879</td>\n      <td>28.571429</td>\n      <td>0.000000</td>\n      <td>1.250929</td>\n      <td>13.892408</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.229774</td>\n      <td>-63.282366</td>\n      <td>-2.4280</td>\n      <td>20.780990</td>\n      <td>27.564427</td>\n      <td>46.703859</td>\n      <td>45.270260</td>\n      <td>31.877576</td>\n      <td>26.350204</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>OTC:HENOF</td>\n      <td>HENOF</td>\n      <td>Henkel AG &amp; Co. KGAA</td>\n      <td>159.35001</td>\n      <td>23.000000</td>\n      <td>12.214928</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.066579</td>\n      <td>17.635434</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1.062590</td>\n      <td>-198.299884</td>\n      <td>-7.0501</td>\n      <td>57.399324</td>\n      <td>37.656357</td>\n      <td>39.813514</td>\n      <td>30.860912</td>\n      <td>13.098674</td>\n      <td>9.183099</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>OTC:HENOY</td>\n      <td>HENOY</td>\n      <td>Henkel AG &amp; Co. KGAA</td>\n      <td>36.00100</td>\n      <td>5.166615</td>\n      <td>231.622332</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>0.156279</td>\n      <td>34.955275</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1.032359</td>\n      <td>-124.272606</td>\n      <td>-1.0935</td>\n      <td>46.497242</td>\n      <td>12.582312</td>\n      <td>24.398495</td>\n      <td>15.886250</td>\n      <td>4.786640</td>\n      <td>5.167695</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 9,
      "metadata": {},
@@ -292,8 +294,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:40.146931870Z",
-     "start_time": "2023-08-10T12:43:39.327927711Z"
+     "end_time": "2023-09-27T19:34:11.265844200Z",
+     "start_time": "2023-09-27T19:34:09.897049400Z"
     }
    },
    "id": "e9c208dd46c5856a"
@@ -314,8 +316,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "        Symbol   Name                                        Description  \\\n0     OTC:CRDE   CRDE                               CARDINAL ETHANOL LLC   \n1     OTC:FINN   FINN                   First National of Nebraska, Inc.   \n2     OTC:FMBL   FMBL        Farmers & Merchants Bank of Long Beach (CA)   \n3     OTC:WFCL   WFCL                               1867 WESTN FINL CORP   \n4     OTC:LICT   LICT                                         LICT Corp.   \n..         ...    ...                                                ...   \n145   AMEX:MUB    MUB                     iShares National Muni Bond ETF   \n146  OTC:WTTHF  WTTHF  SSGA SPDR ETFS EUROPE II PLC MSCI WORLD TECHNO...   \n147   AMEX:TIP    TIP                              iShares TIPS Bond ETF   \n148   OTC:CNND   CNND                          CANANDAIGUA NATIONAL CORP   \n149  OTC:ISRPF  ISRPF                                       IShares Plc.   \n\n     All Time High  All Time Low  All Time Performance  Aroon Down (14)  \\\n0       20500.0000    3500.00000             10.512129         0.000000   \n1       14401.0000    1790.00000            303.364444        78.571429   \n2        9200.0000    1725.00000            204.347826       100.000000   \n3       20000.0000    1600.00000            110.000000        35.714286   \n4       26500.0000    1350.00000            667.142857       100.000000   \n..             ...           ...                   ...              ...   \n145       118.1500      85.10001              5.940000        71.428571   \n146       126.8765      84.55000             35.837396         7.142857   \n147       131.3700      84.14000              4.916256        71.428571   \n148       420.0000      84.00000             33.689840        35.714286   \n149       145.0000      84.00000              9.609130        85.714286   \n\n     Aroon Up (14)  Average Day Range (14)  Average Directional Index (14)  \\\n0        78.571429              388.857143                       47.790626   \n1         0.000000              118.677143                       22.081146   \n2         0.000000               76.427407                       51.053743   \n3        28.571429                1.785714                       27.089130   \n4        50.000000              221.528529                       23.399498   \n..             ...                     ...                             ...   \n145      14.285714                0.244579                       19.334463   \n146     100.000000                0.008371                       22.393107   \n147       7.142857                0.400686                       20.445899   \n148       0.000000                2.648929                       14.899804   \n149      42.857143                0.123364                        9.233959   \n\n     ...  Reco. VWMA  Prev. Awesome Oscillator  \\\n0    ...         1.0               7126.750000   \n1    ...        -1.0               -305.389706   \n2    ...         1.0               -247.939345   \n3    ...        -1.0              -1496.088824   \n4    ...        -1.0               -894.848487   \n..   ...         ...                       ...   \n145  ...        -1.0                 -0.989623   \n146  ...         1.0                 15.755931   \n147  ...        -1.0                 -0.872306   \n148  ...         1.0                -19.755985   \n149  ...        -1.0                 -0.333256   \n\n     Prev. Commodity Channel Index (20)  Prev. Momentum (10)  \\\n0                            104.088072            9170.0000   \n1                            -74.873096            -300.0000   \n2                           -133.990260            -340.0000   \n3                            -35.424011              25.0000   \n4                            -86.958788            -400.0000   \n..                                  ...                  ...   \n145                          -93.437045              -1.2200   \n146                          153.977934              19.5708   \n147                          -48.961791              -0.9300   \n148                          -34.309096             -40.0000   \n149                         -115.648155              -1.2606   \n\n     Prev. Negative Directional Indicator (14)  \\\n0                                    15.100559   \n1                                    40.907136   \n2                                    58.691785   \n3                                    58.262319   \n4                                    40.266275   \n..                                         ...   \n145                                  36.106314   \n146                                  29.949299   \n147                                  30.425000   \n148                                  48.614043   \n149                                  52.575851   \n\n     Prev. Positive Directional Indicator (14)  \\\n0                                    70.500223   \n1                                    22.879078   \n2                                     7.742621   \n3                                    35.796670   \n4                                    38.422402   \n..                                         ...   \n145                                  24.689875   \n146                                  68.759879   \n147                                  25.384385   \n148                                  47.010946   \n149                                  37.648962   \n\n     Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                             70.997007                          73.197600   \n1                             45.184044                          42.945052   \n2                             14.987400                           7.224071   \n3                             39.840833                          43.515431   \n4                             25.717846                          19.995402   \n..                                  ...                                ...   \n145                           42.690045                          42.337710   \n146                           69.800751                          79.742816   \n147                           45.585518                          47.074849   \n148                           47.798131                          49.498854   \n149                           43.156349                          39.807627   \n\n     Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                         95.142622                       91.390942  \n1                         23.953569                       28.439716  \n2                          4.478120                        2.828087  \n3                         47.224755                       71.585425  \n4                          7.222333                        5.000167  \n..                              ...                             ...  \n145                       18.392287                       24.435028  \n146                       90.114176                       89.723291  \n147                       32.562852                       45.893720  \n148                       53.143842                       54.521964  \n149                       56.385569                       36.440253  \n\n[150 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>OTC:CRDE</td>\n      <td>CRDE</td>\n      <td>CARDINAL ETHANOL LLC</td>\n      <td>20500.0000</td>\n      <td>3500.00000</td>\n      <td>10.512129</td>\n      <td>0.000000</td>\n      <td>78.571429</td>\n      <td>388.857143</td>\n      <td>47.790626</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>7126.750000</td>\n      <td>104.088072</td>\n      <td>9170.0000</td>\n      <td>15.100559</td>\n      <td>70.500223</td>\n      <td>70.997007</td>\n      <td>73.197600</td>\n      <td>95.142622</td>\n      <td>91.390942</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>OTC:FINN</td>\n      <td>FINN</td>\n      <td>First National of Nebraska, Inc.</td>\n      <td>14401.0000</td>\n      <td>1790.00000</td>\n      <td>303.364444</td>\n      <td>78.571429</td>\n      <td>0.000000</td>\n      <td>118.677143</td>\n      <td>22.081146</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-305.389706</td>\n      <td>-74.873096</td>\n      <td>-300.0000</td>\n      <td>40.907136</td>\n      <td>22.879078</td>\n      <td>45.184044</td>\n      <td>42.945052</td>\n      <td>23.953569</td>\n      <td>28.439716</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>OTC:FMBL</td>\n      <td>FMBL</td>\n      <td>Farmers &amp; Merchants Bank of Long Beach (CA)</td>\n      <td>9200.0000</td>\n      <td>1725.00000</td>\n      <td>204.347826</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>76.427407</td>\n      <td>51.053743</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-247.939345</td>\n      <td>-133.990260</td>\n      <td>-340.0000</td>\n      <td>58.691785</td>\n      <td>7.742621</td>\n      <td>14.987400</td>\n      <td>7.224071</td>\n      <td>4.478120</td>\n      <td>2.828087</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>OTC:WFCL</td>\n      <td>WFCL</td>\n      <td>1867 WESTN FINL CORP</td>\n      <td>20000.0000</td>\n      <td>1600.00000</td>\n      <td>110.000000</td>\n      <td>35.714286</td>\n      <td>28.571429</td>\n      <td>1.785714</td>\n      <td>27.089130</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1496.088824</td>\n      <td>-35.424011</td>\n      <td>25.0000</td>\n      <td>58.262319</td>\n      <td>35.796670</td>\n      <td>39.840833</td>\n      <td>43.515431</td>\n      <td>47.224755</td>\n      <td>71.585425</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>OTC:LICT</td>\n      <td>LICT</td>\n      <td>LICT Corp.</td>\n      <td>26500.0000</td>\n      <td>1350.00000</td>\n      <td>667.142857</td>\n      <td>100.000000</td>\n      <td>50.000000</td>\n      <td>221.528529</td>\n      <td>23.399498</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-894.848487</td>\n      <td>-86.958788</td>\n      <td>-400.0000</td>\n      <td>40.266275</td>\n      <td>38.422402</td>\n      <td>25.717846</td>\n      <td>19.995402</td>\n      <td>7.222333</td>\n      <td>5.000167</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>145</th>\n      <td>AMEX:MUB</td>\n      <td>MUB</td>\n      <td>iShares National Muni Bond ETF</td>\n      <td>118.1500</td>\n      <td>85.10001</td>\n      <td>5.940000</td>\n      <td>71.428571</td>\n      <td>14.285714</td>\n      <td>0.244579</td>\n      <td>19.334463</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.989623</td>\n      <td>-93.437045</td>\n      <td>-1.2200</td>\n      <td>36.106314</td>\n      <td>24.689875</td>\n      <td>42.690045</td>\n      <td>42.337710</td>\n      <td>18.392287</td>\n      <td>24.435028</td>\n    </tr>\n    <tr>\n      <th>146</th>\n      <td>OTC:WTTHF</td>\n      <td>WTTHF</td>\n      <td>SSGA SPDR ETFS EUROPE II PLC MSCI WORLD TECHNO...</td>\n      <td>126.8765</td>\n      <td>84.55000</td>\n      <td>35.837396</td>\n      <td>7.142857</td>\n      <td>100.000000</td>\n      <td>0.008371</td>\n      <td>22.393107</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>15.755931</td>\n      <td>153.977934</td>\n      <td>19.5708</td>\n      <td>29.949299</td>\n      <td>68.759879</td>\n      <td>69.800751</td>\n      <td>79.742816</td>\n      <td>90.114176</td>\n      <td>89.723291</td>\n    </tr>\n    <tr>\n      <th>147</th>\n      <td>AMEX:TIP</td>\n      <td>TIP</td>\n      <td>iShares TIPS Bond ETF</td>\n      <td>131.3700</td>\n      <td>84.14000</td>\n      <td>4.916256</td>\n      <td>71.428571</td>\n      <td>7.142857</td>\n      <td>0.400686</td>\n      <td>20.445899</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.872306</td>\n      <td>-48.961791</td>\n      <td>-0.9300</td>\n      <td>30.425000</td>\n      <td>25.384385</td>\n      <td>45.585518</td>\n      <td>47.074849</td>\n      <td>32.562852</td>\n      <td>45.893720</td>\n    </tr>\n    <tr>\n      <th>148</th>\n      <td>OTC:CNND</td>\n      <td>CNND</td>\n      <td>CANANDAIGUA NATIONAL CORP</td>\n      <td>420.0000</td>\n      <td>84.00000</td>\n      <td>33.689840</td>\n      <td>35.714286</td>\n      <td>0.000000</td>\n      <td>2.648929</td>\n      <td>14.899804</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-19.755985</td>\n      <td>-34.309096</td>\n      <td>-40.0000</td>\n      <td>48.614043</td>\n      <td>47.010946</td>\n      <td>47.798131</td>\n      <td>49.498854</td>\n      <td>53.143842</td>\n      <td>54.521964</td>\n    </tr>\n    <tr>\n      <th>149</th>\n      <td>OTC:ISRPF</td>\n      <td>ISRPF</td>\n      <td>IShares Plc.</td>\n      <td>145.0000</td>\n      <td>84.00000</td>\n      <td>9.609130</td>\n      <td>85.714286</td>\n      <td>42.857143</td>\n      <td>0.123364</td>\n      <td>9.233959</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.333256</td>\n      <td>-115.648155</td>\n      <td>-1.2606</td>\n      <td>52.575851</td>\n      <td>37.648962</td>\n      <td>43.156349</td>\n      <td>39.807627</td>\n      <td>56.385569</td>\n      <td>36.440253</td>\n    </tr>\n  </tbody>\n</table>\n<p>150 rows × 302 columns</p>\n</div>"
+      "text/plain": "        Symbol   Name                                        Description  \\\n0     OTC:HEOL   HEOL                              HIGHWATER ETHANOL LLC   \n1     OTC:CRDE   CRDE                               CARDINAL ETHANOL LLC   \n2    OTC:SWIOU  SWIOU                SOUTHWEST IOWA RENEWABLE ENERGY LLC   \n3     OTC:FINN   FINN                   First National of Nebraska, Inc.   \n4     OTC:FMBL   FMBL        Farmers & Merchants Bank of Long Beach (CA)   \n..         ...    ...                                                ...   \n145  OTC:VFAWF  VFAWF                                 Vanguard Funds PLC   \n146  OTC:PPWLM  PPWLM                                         PacifiCorp   \n147   AMEX:MUB    MUB                     iShares National Muni Bond ETF   \n148  AMEX:BBLB   BBLB  J.P. Morgan Exchange-Traded Fund Trust JPMorga...   \n149   AMEX:TIP    TIP                              iShares TIPS Bond ETF   \n\n     All Time High  All Time Low  All Time Performance  Aroon Down (14)  \\\n0       17500.0000    5500.00000            218.181818        28.571429   \n1       20500.0000    3500.00000             13.881402         0.000000   \n2        8500.0000    3300.00000             17.857143        35.714286   \n3       14401.0000    1790.00000            301.746032        78.571429   \n4        9200.0000    1725.00000            182.956522         0.000000   \n..             ...           ...                   ...              ...   \n145       119.0000      86.18000             22.218842         0.000000   \n146       187.5000      85.55000             31.296588         0.000000   \n147       118.1500      85.10001              2.855000       100.000000   \n148       102.3178      85.05810            -15.137085       100.000000   \n149       131.3700      84.14000              1.827586       100.000000   \n\n     Aroon Up (14)  Average Day Range (14)  Average Directional Index (14)  \\\n0        92.857143              332.857143                       33.468850   \n1        85.714286              396.428571                       54.218655   \n2        64.285714              181.928571                       39.643341   \n3        50.000000              105.571429                       29.810794   \n4        21.428571               49.823614                       21.356201   \n..             ...                     ...                             ...   \n145      57.142857                0.000000                       16.389832   \n146     100.000000                1.090000                        6.553694   \n147       0.000000                0.236007                       40.014441   \n148      14.285714                0.132764                       24.770290   \n149      28.571429                0.341800                       23.601386   \n\n     ...  Reco. VWMA  Prev. Awesome Oscillator  \\\n0    ...         1.0               5272.279412   \n1    ...         1.0               6847.485294   \n2    ...         1.0               2549.755882   \n3    ...        -1.0                 96.447353   \n4    ...         1.0                 41.930519   \n..   ...         ...                       ...   \n145  ...        -1.0                  5.242118   \n146  ...         1.0                 -1.245985   \n147  ...        -1.0                 -1.167067   \n148  ...        -1.0                 -2.520406   \n149  ...        -1.0                 -0.936849   \n\n     Prev. Commodity Channel Index (20)  Prev. Momentum (10)  \\\n0                            189.305409           11090.0000   \n1                             71.894768            1400.0000   \n2                            110.276037            3300.0000   \n3                            100.545614             506.7500   \n4                              3.871737            -231.0000   \n..                                  ...                  ...   \n145                           74.782743               1.8053   \n146                           77.248132               9.6400   \n147                         -231.344109              -1.8500   \n148                         -233.740674              -4.2794   \n149                         -222.041962              -1.8300   \n\n     Prev. Negative Directional Indicator (14)  \\\n0                                    16.449404   \n1                                    13.095096   \n2                                    29.407231   \n3                                    55.639066   \n4                                    45.374366   \n..                                         ...   \n145                                  40.695059   \n146                                  36.829698   \n147                                  50.180391   \n148                                  67.461576   \n149                                  40.497853   \n\n     Prev. Positive Directional Indicator (14)  \\\n0                                    78.506647   \n1                                    74.418005   \n2                                    69.061477   \n3                                    21.880803   \n4                                    29.575049   \n..                                         ...   \n145                                  58.839957   \n146                                  40.876466   \n147                                   9.150802   \n148                                  22.765572   \n149                                  15.934920   \n\n     Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                             81.239150                          90.793317   \n1                             72.254645                          75.435849   \n2                             69.497815                          76.177707   \n3                             56.133628                          69.269173   \n4                             44.146646                          37.363221   \n..                                  ...                                ...   \n145                           59.292432                          58.789485   \n146                           53.434949                          61.620660   \n147                           20.823309                          11.427918   \n148                           28.437525                          21.218477   \n149                           31.421618                          23.530827   \n\n     Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                         99.533147                       98.599440  \n1                         91.072756                       89.454256  \n2                         91.666667                       90.384615  \n3                         99.366453                       99.388379  \n4                         54.629819                       41.637950  \n..                              ...                             ...  \n145                       64.763468                       67.641743  \n146                       44.892974                       73.768742  \n147                        9.656118                        7.571300  \n148                        4.998660                        5.324038  \n149                       10.080195                       10.339881  \n\n[150 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>OTC:HEOL</td>\n      <td>HEOL</td>\n      <td>HIGHWATER ETHANOL LLC</td>\n      <td>17500.0000</td>\n      <td>5500.00000</td>\n      <td>218.181818</td>\n      <td>28.571429</td>\n      <td>92.857143</td>\n      <td>332.857143</td>\n      <td>33.468850</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>5272.279412</td>\n      <td>189.305409</td>\n      <td>11090.0000</td>\n      <td>16.449404</td>\n      <td>78.506647</td>\n      <td>81.239150</td>\n      <td>90.793317</td>\n      <td>99.533147</td>\n      <td>98.599440</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>OTC:CRDE</td>\n      <td>CRDE</td>\n      <td>CARDINAL ETHANOL LLC</td>\n      <td>20500.0000</td>\n      <td>3500.00000</td>\n      <td>13.881402</td>\n      <td>0.000000</td>\n      <td>85.714286</td>\n      <td>396.428571</td>\n      <td>54.218655</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>6847.485294</td>\n      <td>71.894768</td>\n      <td>1400.0000</td>\n      <td>13.095096</td>\n      <td>74.418005</td>\n      <td>72.254645</td>\n      <td>75.435849</td>\n      <td>91.072756</td>\n      <td>89.454256</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>OTC:SWIOU</td>\n      <td>SWIOU</td>\n      <td>SOUTHWEST IOWA RENEWABLE ENERGY LLC</td>\n      <td>8500.0000</td>\n      <td>3300.00000</td>\n      <td>17.857143</td>\n      <td>35.714286</td>\n      <td>64.285714</td>\n      <td>181.928571</td>\n      <td>39.643341</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>2549.755882</td>\n      <td>110.276037</td>\n      <td>3300.0000</td>\n      <td>29.407231</td>\n      <td>69.061477</td>\n      <td>69.497815</td>\n      <td>76.177707</td>\n      <td>91.666667</td>\n      <td>90.384615</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>OTC:FINN</td>\n      <td>FINN</td>\n      <td>First National of Nebraska, Inc.</td>\n      <td>14401.0000</td>\n      <td>1790.00000</td>\n      <td>301.746032</td>\n      <td>78.571429</td>\n      <td>50.000000</td>\n      <td>105.571429</td>\n      <td>29.810794</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>96.447353</td>\n      <td>100.545614</td>\n      <td>506.7500</td>\n      <td>55.639066</td>\n      <td>21.880803</td>\n      <td>56.133628</td>\n      <td>69.269173</td>\n      <td>99.366453</td>\n      <td>99.388379</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>OTC:FMBL</td>\n      <td>FMBL</td>\n      <td>Farmers &amp; Merchants Bank of Long Beach (CA)</td>\n      <td>9200.0000</td>\n      <td>1725.00000</td>\n      <td>182.956522</td>\n      <td>0.000000</td>\n      <td>21.428571</td>\n      <td>49.823614</td>\n      <td>21.356201</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>41.930519</td>\n      <td>3.871737</td>\n      <td>-231.0000</td>\n      <td>45.374366</td>\n      <td>29.575049</td>\n      <td>44.146646</td>\n      <td>37.363221</td>\n      <td>54.629819</td>\n      <td>41.637950</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>145</th>\n      <td>OTC:VFAWF</td>\n      <td>VFAWF</td>\n      <td>Vanguard Funds PLC</td>\n      <td>119.0000</td>\n      <td>86.18000</td>\n      <td>22.218842</td>\n      <td>0.000000</td>\n      <td>57.142857</td>\n      <td>0.000000</td>\n      <td>16.389832</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>5.242118</td>\n      <td>74.782743</td>\n      <td>1.8053</td>\n      <td>40.695059</td>\n      <td>58.839957</td>\n      <td>59.292432</td>\n      <td>58.789485</td>\n      <td>64.763468</td>\n      <td>67.641743</td>\n    </tr>\n    <tr>\n      <th>146</th>\n      <td>OTC:PPWLM</td>\n      <td>PPWLM</td>\n      <td>PacifiCorp</td>\n      <td>187.5000</td>\n      <td>85.55000</td>\n      <td>31.296588</td>\n      <td>0.000000</td>\n      <td>100.000000</td>\n      <td>1.090000</td>\n      <td>6.553694</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-1.245985</td>\n      <td>77.248132</td>\n      <td>9.6400</td>\n      <td>36.829698</td>\n      <td>40.876466</td>\n      <td>53.434949</td>\n      <td>61.620660</td>\n      <td>44.892974</td>\n      <td>73.768742</td>\n    </tr>\n    <tr>\n      <th>147</th>\n      <td>AMEX:MUB</td>\n      <td>MUB</td>\n      <td>iShares National Muni Bond ETF</td>\n      <td>118.1500</td>\n      <td>85.10001</td>\n      <td>2.855000</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.236007</td>\n      <td>40.014441</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1.167067</td>\n      <td>-231.344109</td>\n      <td>-1.8500</td>\n      <td>50.180391</td>\n      <td>9.150802</td>\n      <td>20.823309</td>\n      <td>11.427918</td>\n      <td>9.656118</td>\n      <td>7.571300</td>\n    </tr>\n    <tr>\n      <th>148</th>\n      <td>AMEX:BBLB</td>\n      <td>BBLB</td>\n      <td>J.P. Morgan Exchange-Traded Fund Trust JPMorga...</td>\n      <td>102.3178</td>\n      <td>85.05810</td>\n      <td>-15.137085</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>0.132764</td>\n      <td>24.770290</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-2.520406</td>\n      <td>-233.740674</td>\n      <td>-4.2794</td>\n      <td>67.461576</td>\n      <td>22.765572</td>\n      <td>28.437525</td>\n      <td>21.218477</td>\n      <td>4.998660</td>\n      <td>5.324038</td>\n    </tr>\n    <tr>\n      <th>149</th>\n      <td>AMEX:TIP</td>\n      <td>TIP</td>\n      <td>iShares TIPS Bond ETF</td>\n      <td>131.3700</td>\n      <td>84.14000</td>\n      <td>1.827586</td>\n      <td>100.000000</td>\n      <td>28.571429</td>\n      <td>0.341800</td>\n      <td>23.601386</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.936849</td>\n      <td>-222.041962</td>\n      <td>-1.8300</td>\n      <td>40.497853</td>\n      <td>15.934920</td>\n      <td>31.421618</td>\n      <td>23.530827</td>\n      <td>10.080195</td>\n      <td>10.339881</td>\n    </tr>\n  </tbody>\n</table>\n<p>150 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 10,
      "metadata": {},
@@ -331,8 +333,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:41.092892561Z",
-     "start_time": "2023-08-10T12:43:40.147649257Z"
+     "end_time": "2023-09-27T19:34:12.288754900Z",
+     "start_time": "2023-09-27T19:34:11.265844200Z"
     }
    },
    "id": "50bd8837a85856a0"
@@ -355,8 +357,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "         symbol   name                  description       High.All  \\\n         Symbol   Name                  Description  All Time High   \n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     480.880000   \n6   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  556117.000000   \n8    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     364.630000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n       Low.All             Perf.All      Aroon.Down      Aroon.Up  \\\n  All Time Low All Time Performance Aroon Down (14) Aroon Up (14)   \n0     0.049107        138733.483965      100.000000     35.714286   \n1     0.088543        331333.919957      100.000000      0.000000   \n2     2.401327          5080.856484        0.000000     42.857143   \n3    24.312350           359.512111        0.000000     42.857143   \n4     0.065624        113008.620378       28.571429     78.571429   \n5     0.333335         97165.841070      100.000000     35.714286   \n6    17.550000           625.826397       14.285714     42.857143   \n7   235.000000        222463.265306        0.000000    100.000000   \n8    19.800000          1443.189655        0.000000     85.714286   \n9     0.998666         19020.288316      100.000000      0.000000   \n\n                     ADR                            ADX  ...   Rec.VWMA  \\\n  Average Day Range (14) Average Directional Index (14)  ... Reco. VWMA   \n0               3.065736                      40.079355  ...         -1   \n1               6.875714                      15.697468  ...         -1   \n2               2.576786                      21.021282  ...          1   \n3               2.574643                      19.905580  ...          1   \n4               3.053221                      21.411278  ...          1   \n5              13.332879                      27.054978  ...         -1   \n6               9.424400                      29.809315  ...         -1   \n7            8380.835714                      39.072654  ...          1   \n8               4.427429                      36.871340  ...          1   \n9               9.404993                      23.365350  ...         -1   \n\n                     AO[1]                           CCI20[1]  \\\n  Prev. Awesome Oscillator Prev. Commodity Channel Index (20)   \n0                -4.720749                        -230.936482   \n1                -9.388162                        -120.951883   \n2                 5.906360                          72.958312   \n3                 5.743768                          74.928140   \n4                 4.556238                         149.672333   \n5                 5.990850                         -74.360714   \n6                12.985205                          34.751045   \n7             16183.480559                         204.804702   \n8                10.636768                         222.169729   \n9               -13.117041                        -127.023557   \n\n               Mom[1]                                 ADX-DI[1]  \\\n  Prev. Momentum (10) Prev. Negative Directional Indicator (14)   \n0              -13.82                                 37.059393   \n1              -24.93                                 26.356568   \n2                9.19                                 17.483541   \n3                9.05                                 17.902277   \n4               10.81                                 19.321047   \n5              -10.15                                 23.185145   \n6               18.17                                 13.955954   \n7            24647.99                                  5.755470   \n8               16.15                                  7.507344   \n9              -15.58                                 30.228938   \n\n                                  ADX+DI[1]  \\\n  Prev. Positive Directional Indicator (14)   \n0                                 14.543167   \n1                                 20.989642   \n2                                 27.917242   \n3                                 27.931277   \n4                                 35.171936   \n5                                 23.696781   \n6                                 23.593786   \n7                                 27.973242   \n8                                 31.301009   \n9                                 18.500734   \n\n                              RSI[1]                           RSI7[1]  \\\n  Prev. Relative Strength Index (14) Prev. Relative Strength Index (7)   \n0                          31.992621                         20.309959   \n1                          41.620562                         34.633610   \n2                          63.031565                         66.112989   \n3                          62.822280                         66.262130   \n4                          63.522413                         66.884776   \n5                          51.914409                         43.927989   \n6                          56.380701                         52.050151   \n7                          71.024137                         75.885871   \n8                          73.613628                         78.234789   \n9                          42.849362                         33.497846   \n\n                      Stoch.D[1]                     Stoch.K[1]  \n  Prev. Stochastic %D (14, 3, 3) Prev. Stochastic %K (14, 3, 3)  \n0                       8.336929                       6.651887  \n1                       5.696226                       8.199300  \n2                      71.656644                      78.135739  \n3                      71.754595                      78.572202  \n4                      63.325131                      82.572298  \n5                      30.921040                      35.446541  \n6                      65.652211                      65.989356  \n7                      82.180259                      82.477802  \n8                      81.505128                      82.596203  \n9                      12.583370                      13.486642  \n\n[10 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead tr th {\n        text-align: left;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr>\n      <th></th>\n      <th>symbol</th>\n      <th>name</th>\n      <th>description</th>\n      <th>High.All</th>\n      <th>Low.All</th>\n      <th>Perf.All</th>\n      <th>Aroon.Down</th>\n      <th>Aroon.Up</th>\n      <th>ADR</th>\n      <th>ADX</th>\n      <th>...</th>\n      <th>Rec.VWMA</th>\n      <th>AO[1]</th>\n      <th>CCI20[1]</th>\n      <th>Mom[1]</th>\n      <th>ADX-DI[1]</th>\n      <th>ADX+DI[1]</th>\n      <th>RSI[1]</th>\n      <th>RSI7[1]</th>\n      <th>Stoch.D[1]</th>\n      <th>Stoch.K[1]</th>\n    </tr>\n    <tr>\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.82</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>6.875714</td>\n      <td>15.697468</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-9.388162</td>\n      <td>-120.951883</td>\n      <td>-24.93</td>\n      <td>26.356568</td>\n      <td>20.989642</td>\n      <td>41.620562</td>\n      <td>34.633610</td>\n      <td>5.696226</td>\n      <td>8.199300</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.576786</td>\n      <td>21.021282</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.906360</td>\n      <td>72.958312</td>\n      <td>9.19</td>\n      <td>17.483541</td>\n      <td>27.917242</td>\n      <td>63.031565</td>\n      <td>66.112989</td>\n      <td>71.656644</td>\n      <td>78.135739</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.574643</td>\n      <td>19.905580</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.743768</td>\n      <td>74.928140</td>\n      <td>9.05</td>\n      <td>17.902277</td>\n      <td>27.931277</td>\n      <td>62.822280</td>\n      <td>66.262130</td>\n      <td>71.754595</td>\n      <td>78.572202</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>28.571429</td>\n      <td>78.571429</td>\n      <td>3.053221</td>\n      <td>21.411278</td>\n      <td>...</td>\n      <td>1</td>\n      <td>4.556238</td>\n      <td>149.672333</td>\n      <td>10.81</td>\n      <td>19.321047</td>\n      <td>35.171936</td>\n      <td>63.522413</td>\n      <td>66.884776</td>\n      <td>63.325131</td>\n      <td>82.572298</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>480.880000</td>\n      <td>0.333335</td>\n      <td>97165.841070</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>13.332879</td>\n      <td>27.054978</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>5.990850</td>\n      <td>-74.360714</td>\n      <td>-10.15</td>\n      <td>23.185145</td>\n      <td>23.696781</td>\n      <td>51.914409</td>\n      <td>43.927989</td>\n      <td>30.921040</td>\n      <td>35.446541</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>625.826397</td>\n      <td>14.285714</td>\n      <td>42.857143</td>\n      <td>9.424400</td>\n      <td>29.809315</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>12.985205</td>\n      <td>34.751045</td>\n      <td>18.17</td>\n      <td>13.955954</td>\n      <td>23.593786</td>\n      <td>56.380701</td>\n      <td>52.050151</td>\n      <td>65.652211</td>\n      <td>65.989356</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>556117.000000</td>\n      <td>235.000000</td>\n      <td>222463.265306</td>\n      <td>0.000000</td>\n      <td>100.000000</td>\n      <td>8380.835714</td>\n      <td>39.072654</td>\n      <td>...</td>\n      <td>1</td>\n      <td>16183.480559</td>\n      <td>204.804702</td>\n      <td>24647.99</td>\n      <td>5.755470</td>\n      <td>27.973242</td>\n      <td>71.024137</td>\n      <td>75.885871</td>\n      <td>82.180259</td>\n      <td>82.477802</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>364.630000</td>\n      <td>19.800000</td>\n      <td>1443.189655</td>\n      <td>0.000000</td>\n      <td>85.714286</td>\n      <td>4.427429</td>\n      <td>36.871340</td>\n      <td>...</td>\n      <td>1</td>\n      <td>10.636768</td>\n      <td>222.169729</td>\n      <td>16.15</td>\n      <td>7.507344</td>\n      <td>31.301009</td>\n      <td>73.613628</td>\n      <td>78.234789</td>\n      <td>81.505128</td>\n      <td>82.596203</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>19020.288316</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>9.404993</td>\n      <td>23.365350</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-13.117041</td>\n      <td>-127.023557</td>\n      <td>-15.58</td>\n      <td>30.228938</td>\n      <td>18.500734</td>\n      <td>42.849362</td>\n      <td>33.497846</td>\n      <td>12.583370</td>\n      <td>13.486642</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
+      "text/plain": "         symbol   name                  description       High.All  \\\n         Symbol   Name                  Description  All Time High   \n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     502.660000   \n6    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     373.340000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  566569.970000   \n8   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n       Low.All             Perf.All      Aroon.Down      Aroon.Up  \\\n  All Time Low All Time Performance Aroon Down (14) Aroon Up (14)   \n0     0.049107        132586.134572      100.000000     14.285714   \n1     0.088543        321912.281045      100.000000     35.714286   \n2     2.401327          5118.016722       92.857143     50.000000   \n3    24.312350           363.854791       92.857143     50.000000   \n4     0.065624        103548.029933      100.000000     35.714286   \n5     0.333335         97280.103405       71.428571      7.142857   \n6    19.800000          1440.387931      100.000000     57.142857   \n7   235.000000        221089.100000      100.000000     57.142857   \n8    17.550000           610.107015      100.000000     35.714286   \n9     0.998666         18991.867226      100.000000     42.857143   \n\n                     ADR                            ADX  ...   Rec.VWMA  \\\n  Average Day Range (14) Average Directional Index (14)  ... Reco. VWMA   \n0               3.218429                      25.653844  ...         -1   \n1               5.679029                      22.120383  ...         -1   \n2               2.389257                      21.655098  ...         -1   \n3               2.365629                      21.492701  ...         -1   \n4               3.419064                      19.421523  ...         -1   \n5              13.613557                      21.784457  ...         -1   \n6               3.878407                      29.363976  ...         -1   \n7            6706.501429                      32.709754  ...         -1   \n8               8.038957                      11.502149  ...         -1   \n9               9.301243                      17.663979  ...         -1   \n\n                     AO[1]                           CCI20[1]  \\\n  Prev. Awesome Oscillator Prev. Commodity Channel Index (20)   \n0                -3.283856                         -99.336416   \n1                -7.189782                        -197.323125   \n2                -1.538637                        -208.082855   \n3                -1.347657                        -209.895909   \n4                -5.099797                        -180.562142   \n5               -29.052279                         -98.761057   \n6                 2.327891                         -89.373526   \n7              3813.028971                         -84.597110   \n8                 1.337631                         -48.853156   \n9                 4.490718                         -99.150391   \n\n               Mom[1]                                 ADX-DI[1]  \\\n  Prev. Momentum (10) Prev. Negative Directional Indicator (14)   \n0              -4.340                                 30.558611   \n1             -19.630                                 32.060557   \n2              -6.775                                 29.303383   \n3              -6.620                                 29.765275   \n4             -15.250                                 33.377752   \n5             -29.590                                 30.919557   \n6              -8.360                                 21.644631   \n7          -11545.000                                 18.570083   \n8              -2.700                                 19.825841   \n9             -23.360                                 27.294109   \n\n                                  ADX+DI[1]  \\\n  Prev. Positive Directional Indicator (14)   \n0                                 16.822189   \n1                                 13.887596   \n2                                 16.542888   \n3                                 16.217965   \n4                                 15.461261   \n5                                 17.280311   \n6                                 19.005636   \n7                                 16.962556   \n8                                 19.891917   \n9                                 22.010251   \n\n                              RSI[1]                           RSI7[1]  \\\n  Prev. Relative Strength Index (14) Prev. Relative Strength Index (7)   \n0                          38.386676                         33.426894   \n1                          33.743284                         21.535629   \n2                          38.397693                         25.309307   \n3                          38.689675                         25.502243   \n4                          34.513111                         24.389321   \n5                          37.538715                         31.598550   \n6                          45.831744                         33.505549   \n7                          46.101304                         34.029793   \n8                          49.235942                         46.943023   \n9                          43.105088                         32.583124   \n\n                      Stoch.D[1]                     Stoch.K[1]  \n  Prev. Stochastic %D (14, 3, 3) Prev. Stochastic %K (14, 3, 3)  \n0                       8.452134                       9.222031  \n1                       9.572082                       8.156310  \n2                      10.520138                      13.047417  \n3                      10.465734                      13.401442  \n4                       6.945989                       7.573618  \n5                       8.586903                      13.653822  \n6                      22.081326                      15.806692  \n7                      22.185337                      15.383801  \n8                      31.751412                      35.851493  \n9                      22.251475                      13.383379  \n\n[10 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead tr th {\n        text-align: left;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr>\n      <th></th>\n      <th>symbol</th>\n      <th>name</th>\n      <th>description</th>\n      <th>High.All</th>\n      <th>Low.All</th>\n      <th>Perf.All</th>\n      <th>Aroon.Down</th>\n      <th>Aroon.Up</th>\n      <th>ADR</th>\n      <th>ADX</th>\n      <th>...</th>\n      <th>Rec.VWMA</th>\n      <th>AO[1]</th>\n      <th>CCI20[1]</th>\n      <th>Mom[1]</th>\n      <th>ADX-DI[1]</th>\n      <th>ADX+DI[1]</th>\n      <th>RSI[1]</th>\n      <th>RSI7[1]</th>\n      <th>Stoch.D[1]</th>\n      <th>Stoch.K[1]</th>\n    </tr>\n    <tr>\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132586.134572</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.340</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321912.281045</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>5.679029</td>\n      <td>22.120383</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-7.189782</td>\n      <td>-197.323125</td>\n      <td>-19.630</td>\n      <td>32.060557</td>\n      <td>13.887596</td>\n      <td>33.743284</td>\n      <td>21.535629</td>\n      <td>9.572082</td>\n      <td>8.156310</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5118.016722</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.389257</td>\n      <td>21.655098</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.538637</td>\n      <td>-208.082855</td>\n      <td>-6.775</td>\n      <td>29.303383</td>\n      <td>16.542888</td>\n      <td>38.397693</td>\n      <td>25.309307</td>\n      <td>10.520138</td>\n      <td>13.047417</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.854791</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.365629</td>\n      <td>21.492701</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.347657</td>\n      <td>-209.895909</td>\n      <td>-6.620</td>\n      <td>29.765275</td>\n      <td>16.217965</td>\n      <td>38.689675</td>\n      <td>25.502243</td>\n      <td>10.465734</td>\n      <td>13.401442</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.419064</td>\n      <td>19.421523</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-5.099797</td>\n      <td>-180.562142</td>\n      <td>-15.250</td>\n      <td>33.377752</td>\n      <td>15.461261</td>\n      <td>34.513111</td>\n      <td>24.389321</td>\n      <td>6.945989</td>\n      <td>7.573618</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>502.660000</td>\n      <td>0.333335</td>\n      <td>97280.103405</td>\n      <td>71.428571</td>\n      <td>7.142857</td>\n      <td>13.613557</td>\n      <td>21.784457</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-29.052279</td>\n      <td>-98.761057</td>\n      <td>-29.590</td>\n      <td>30.919557</td>\n      <td>17.280311</td>\n      <td>37.538715</td>\n      <td>31.598550</td>\n      <td>8.586903</td>\n      <td>13.653822</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>373.340000</td>\n      <td>19.800000</td>\n      <td>1440.387931</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>3.878407</td>\n      <td>29.363976</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>2.327891</td>\n      <td>-89.373526</td>\n      <td>-8.360</td>\n      <td>21.644631</td>\n      <td>19.005636</td>\n      <td>45.831744</td>\n      <td>33.505549</td>\n      <td>22.081326</td>\n      <td>15.806692</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>566569.970000</td>\n      <td>235.000000</td>\n      <td>221089.100000</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>6706.501429</td>\n      <td>32.709754</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>3813.028971</td>\n      <td>-84.597110</td>\n      <td>-11545.000</td>\n      <td>18.570083</td>\n      <td>16.962556</td>\n      <td>46.101304</td>\n      <td>34.029793</td>\n      <td>22.185337</td>\n      <td>15.383801</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>610.107015</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>8.038957</td>\n      <td>11.502149</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>1.337631</td>\n      <td>-48.853156</td>\n      <td>-2.700</td>\n      <td>19.825841</td>\n      <td>19.891917</td>\n      <td>49.235942</td>\n      <td>46.943023</td>\n      <td>31.751412</td>\n      <td>35.851493</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>18991.867226</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>9.301243</td>\n      <td>17.663979</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>4.490718</td>\n      <td>-99.150391</td>\n      <td>-23.360</td>\n      <td>27.294109</td>\n      <td>22.010251</td>\n      <td>43.105088</td>\n      <td>32.583124</td>\n      <td>22.251475</td>\n      <td>13.383379</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 11,
      "metadata": {},
@@ -373,8 +375,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:41.821823567Z",
-     "start_time": "2023-08-10T12:43:41.093531741Z"
+     "end_time": "2023-09-27T19:34:13.681054100Z",
+     "start_time": "2023-09-27T19:34:12.288754900Z"
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    "id": "40eb8e6743e99e39"
@@ -385,8 +387,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "         symbol   name                  description       High.All  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     480.880000   \n6   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  556117.000000   \n8    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     364.630000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n      Low.All       Perf.All  Aroon.Down    Aroon.Up          ADR        ADX  \\\n0    0.049107  138733.483965  100.000000   35.714286     3.065736  40.079355   \n1    0.088543  331333.919957  100.000000    0.000000     6.875714  15.697468   \n2    2.401327    5080.856484    0.000000   42.857143     2.576786  21.021282   \n3   24.312350     359.512111    0.000000   42.857143     2.574643  19.905580   \n4    0.065624  113008.620378   28.571429   78.571429     3.053221  21.411278   \n5    0.333335   97165.841070  100.000000   35.714286    13.332879  27.054978   \n6   17.550000     625.826397   14.285714   42.857143     9.424400  29.809315   \n7  235.000000  222463.265306    0.000000  100.000000  8380.835714  39.072654   \n8   19.800000    1443.189655    0.000000   85.714286     4.427429  36.871340   \n9    0.998666   19020.288316  100.000000    0.000000     9.404993  23.365350   \n\n   ...  Rec.VWMA         AO[1]    CCI20[1]    Mom[1]  ADX-DI[1]  ADX+DI[1]  \\\n0  ...        -1     -4.720749 -230.936482    -13.82  37.059393  14.543167   \n1  ...        -1     -9.388162 -120.951883    -24.93  26.356568  20.989642   \n2  ...         1      5.906360   72.958312      9.19  17.483541  27.917242   \n3  ...         1      5.743768   74.928140      9.05  17.902277  27.931277   \n4  ...         1      4.556238  149.672333     10.81  19.321047  35.171936   \n5  ...        -1      5.990850  -74.360714    -10.15  23.185145  23.696781   \n6  ...        -1     12.985205   34.751045     18.17  13.955954  23.593786   \n7  ...         1  16183.480559  204.804702  24647.99   5.755470  27.973242   \n8  ...         1     10.636768  222.169729     16.15   7.507344  31.301009   \n9  ...        -1    -13.117041 -127.023557    -15.58  30.228938  18.500734   \n\n      RSI[1]    RSI7[1]  Stoch.D[1]  Stoch.K[1]  \n0  31.992621  20.309959    8.336929    6.651887  \n1  41.620562  34.633610    5.696226    8.199300  \n2  63.031565  66.112989   71.656644   78.135739  \n3  62.822280  66.262130   71.754595   78.572202  \n4  63.522413  66.884776   63.325131   82.572298  \n5  51.914409  43.927989   30.921040   35.446541  \n6  56.380701  52.050151   65.652211   65.989356  \n7  71.024137  75.885871   82.180259   82.477802  \n8  73.613628  78.234789   81.505128   82.596203  \n9  42.849362  33.497846   12.583370   13.486642  \n\n[10 rows x 302 columns]",
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 <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.82</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>6.875714</td>\n      <td>15.697468</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-9.388162</td>\n      <td>-120.951883</td>\n      <td>-24.93</td>\n      <td>26.356568</td>\n      <td>20.989642</td>\n      <td>41.620562</td>\n      <td>34.633610</td>\n      <td>5.696226</td>\n      <td>8.199300</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.576786</td>\n      <td>21.021282</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.906360</td>\n      <td>72.958312</td>\n      <td>9.19</td>\n      <td>17.483541</td>\n      <td>27.917242</td>\n      <td>63.031565</td>\n      <td>66.112989</td>\n      <td>71.656644</td>\n      <td>78.135739</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.574643</td>\n      <td>19.905580</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.743768</td>\n      <td>74.928140</td>\n      <td>9.05</td>\n      <td>17.902277</td>\n      <td>27.931277</td>\n      <td>62.822280</td>\n      <td>66.262130</td>\n      <td>71.754595</td>\n      <td>78.572202</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>28.571429</td>\n      <td>78.571429</td>\n      <td>3.053221</td>\n      <td>21.411278</td>\n      <td>...</td>\n      <td>1</td>\n      <td>4.556238</td>\n      <td>149.672333</td>\n      <td>10.81</td>\n      <td>19.321047</td>\n      <td>35.171936</td>\n      <td>63.522413</td>\n      <td>66.884776</td>\n      <td>63.325131</td>\n      <td>82.572298</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>480.880000</td>\n      <td>0.333335</td>\n      <td>97165.841070</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>13.332879</td>\n      <td>27.054978</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>5.990850</td>\n      <td>-74.360714</td>\n      <td>-10.15</td>\n      <td>23.185145</td>\n      <td>23.696781</td>\n      <td>51.914409</td>\n      <td>43.927989</td>\n      <td>30.921040</td>\n      <td>35.446541</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>625.826397</td>\n      <td>14.285714</td>\n      <td>42.857143</td>\n      <td>9.424400</td>\n      <td>29.809315</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>12.985205</td>\n      <td>34.751045</td>\n      <td>18.17</td>\n      <td>13.955954</td>\n      <td>23.593786</td>\n      <td>56.380701</td>\n      <td>52.050151</td>\n      <td>65.652211</td>\n      <td>65.989356</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>556117.000000</td>\n      <td>235.000000</td>\n      <td>222463.265306</td>\n      <td>0.000000</td>\n      <td>100.000000</td>\n      <td>8380.835714</td>\n      <td>39.072654</td>\n      <td>...</td>\n      <td>1</td>\n      <td>16183.480559</td>\n      <td>204.804702</td>\n      <td>24647.99</td>\n      <td>5.755470</td>\n      <td>27.973242</td>\n      <td>71.024137</td>\n      <td>75.885871</td>\n      <td>82.180259</td>\n      <td>82.477802</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>364.630000</td>\n      <td>19.800000</td>\n      <td>1443.189655</td>\n      <td>0.000000</td>\n      <td>85.714286</td>\n      <td>4.427429</td>\n      <td>36.871340</td>\n      <td>...</td>\n      <td>1</td>\n      <td>10.636768</td>\n      <td>222.169729</td>\n      <td>16.15</td>\n      <td>7.507344</td>\n      <td>31.301009</td>\n      <td>73.613628</td>\n      <td>78.234789</td>\n      <td>81.505128</td>\n      <td>82.596203</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>19020.288316</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>9.404993</td>\n      <td>23.365350</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-13.117041</td>\n      <td>-127.023557</td>\n      <td>-15.58</td>\n      <td>30.228938</td>\n      <td>18.500734</td>\n      <td>42.849362</td>\n      <td>33.497846</td>\n      <td>12.583370</td>\n      <td>13.486642</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
+      "text/plain": "         symbol   name                  description       High.All  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     502.660000   \n6    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     373.340000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  566569.970000   \n8   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n      Low.All       Perf.All  Aroon.Down   Aroon.Up          ADR        ADX  \\\n0    0.049107  132586.134572  100.000000  14.285714     3.218429  25.653844   \n1    0.088543  321912.281045  100.000000  35.714286     5.679029  22.120383   \n2    2.401327    5118.016722   92.857143  50.000000     2.389257  21.655098   \n3   24.312350     363.854791   92.857143  50.000000     2.365629  21.492701   \n4    0.065624  103548.029933  100.000000  35.714286     3.419064  19.421523   \n5    0.333335   97280.103405   71.428571   7.142857    13.613557  21.784457   \n6   19.800000    1440.387931  100.000000  57.142857     3.878407  29.363976   \n7  235.000000  221089.100000  100.000000  57.142857  6706.501429  32.709754   \n8   17.550000     610.107015  100.000000  35.714286     8.038957  11.502149   \n9    0.998666   18991.867226  100.000000  42.857143     9.301243  17.663979   \n\n   ...  Rec.VWMA        AO[1]    CCI20[1]     Mom[1]  ADX-DI[1]  ADX+DI[1]  \\\n0  ...        -1    -3.283856  -99.336416     -4.340  30.558611  16.822189   \n1  ...        -1    -7.189782 -197.323125    -19.630  32.060557  13.887596   \n2  ...        -1    -1.538637 -208.082855     -6.775  29.303383  16.542888   \n3  ...        -1    -1.347657 -209.895909     -6.620  29.765275  16.217965   \n4  ...        -1    -5.099797 -180.562142    -15.250  33.377752  15.461261   \n5  ...        -1   -29.052279  -98.761057    -29.590  30.919557  17.280311   \n6  ...        -1     2.327891  -89.373526     -8.360  21.644631  19.005636   \n7  ...        -1  3813.028971  -84.597110 -11545.000  18.570083  16.962556   \n8  ...        -1     1.337631  -48.853156     -2.700  19.825841  19.891917   \n9  ...        -1     4.490718  -99.150391    -23.360  27.294109  22.010251   \n\n      RSI[1]    RSI7[1]  Stoch.D[1]  Stoch.K[1]  \n0  38.386676  33.426894    8.452134    9.222031  \n1  33.743284  21.535629    9.572082    8.156310  \n2  38.397693  25.309307   10.520138   13.047417  \n3  38.689675  25.502243   10.465734   13.401442  \n4  34.513111  24.389321    6.945989    7.573618  \n5  37.538715  31.598550    8.586903   13.653822  \n6  45.831744  33.505549   22.081326   15.806692  \n7  46.101304  34.029793   22.185337   15.383801  \n8  49.235942  46.943023   31.751412   35.851493  \n9  43.105088  32.583124   22.251475   13.383379  \n\n[10 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>symbol</th>\n      <th>name</th>\n      <th>description</th>\n      <th>High.All</th>\n      <th>Low.All</th>\n      <th>Perf.All</th>\n      <th>Aroon.Down</th>\n      <th>Aroon.Up</th>\n      <th>ADR</th>\n      <th>ADX</th>\n      <th>...</th>\n      <th>Rec.VWMA</th>\n      <th>AO[1]</th>\n      <th>CCI20[1]</th>\n      <th>Mom[1]</th>\n      <th>ADX-DI[1]</th>\n      <th>ADX+DI[1]</th>\n      <th>RSI[1]</th>\n      <th>RSI7[1]</th>\n      <th>Stoch.D[1]</th>\n      <th>Stoch.K[1]</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132586.134572</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.340</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321912.281045</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>5.679029</td>\n      <td>22.120383</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-7.189782</td>\n      <td>-197.323125</td>\n      <td>-19.630</td>\n      <td>32.060557</td>\n      <td>13.887596</td>\n      <td>33.743284</td>\n      <td>21.535629</td>\n      <td>9.572082</td>\n      <td>8.156310</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5118.016722</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.389257</td>\n      <td>21.655098</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.538637</td>\n      <td>-208.082855</td>\n      <td>-6.775</td>\n      <td>29.303383</td>\n      <td>16.542888</td>\n      <td>38.397693</td>\n      <td>25.309307</td>\n      <td>10.520138</td>\n      <td>13.047417</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.854791</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.365629</td>\n      <td>21.492701</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.347657</td>\n      <td>-209.895909</td>\n      <td>-6.620</td>\n      <td>29.765275</td>\n      <td>16.217965</td>\n      <td>38.689675</td>\n      <td>25.502243</td>\n      <td>10.465734</td>\n      <td>13.401442</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.419064</td>\n      <td>19.421523</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-5.099797</td>\n      <td>-180.562142</td>\n      <td>-15.250</td>\n      <td>33.377752</td>\n      <td>15.461261</td>\n      <td>34.513111</td>\n      <td>24.389321</td>\n      <td>6.945989</td>\n      <td>7.573618</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>502.660000</td>\n      <td>0.333335</td>\n      <td>97280.103405</td>\n      <td>71.428571</td>\n      <td>7.142857</td>\n      <td>13.613557</td>\n      <td>21.784457</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-29.052279</td>\n      <td>-98.761057</td>\n      <td>-29.590</td>\n      <td>30.919557</td>\n      <td>17.280311</td>\n      <td>37.538715</td>\n      <td>31.598550</td>\n      <td>8.586903</td>\n      <td>13.653822</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>373.340000</td>\n      <td>19.800000</td>\n      <td>1440.387931</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>3.878407</td>\n      <td>29.363976</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>2.327891</td>\n      <td>-89.373526</td>\n      <td>-8.360</td>\n      <td>21.644631</td>\n      <td>19.005636</td>\n      <td>45.831744</td>\n      <td>33.505549</td>\n      <td>22.081326</td>\n      <td>15.806692</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>566569.970000</td>\n      <td>235.000000</td>\n      <td>221089.100000</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>6706.501429</td>\n      <td>32.709754</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>3813.028971</td>\n      <td>-84.597110</td>\n      <td>-11545.000</td>\n      <td>18.570083</td>\n      <td>16.962556</td>\n      <td>46.101304</td>\n      <td>34.029793</td>\n      <td>22.185337</td>\n      <td>15.383801</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>610.107015</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>8.038957</td>\n      <td>11.502149</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>1.337631</td>\n      <td>-48.853156</td>\n      <td>-2.700</td>\n      <td>19.825841</td>\n      <td>19.891917</td>\n      <td>49.235942</td>\n      <td>46.943023</td>\n      <td>31.751412</td>\n      <td>35.851493</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>18991.867226</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>9.301243</td>\n      <td>17.663979</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>4.490718</td>\n      <td>-99.150391</td>\n      <td>-23.360</td>\n      <td>27.294109</td>\n      <td>22.010251</td>\n      <td>43.105088</td>\n      <td>32.583124</td>\n      <td>22.251475</td>\n      <td>13.383379</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 12,
      "metadata": {},
@@ -401,8 +403,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:41.922490379Z",
-     "start_time": "2023-08-10T12:43:41.822709651Z"
+     "end_time": "2023-09-27T19:34:13.746565Z",
+     "start_time": "2023-09-27T19:34:13.681054100Z"
     }
    },
    "id": "65ee5fbcae73b3f5"
@@ -427,10 +429,10 @@
      "evalue": "This will take time to render and the dataframe will be huge (~235Mb).",
      "output_type": "error",
      "traceback": [
-      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
-      "\u001B[0;31mWarning\u001B[0m                                   Traceback (most recent call last)",
-      "Cell \u001B[0;32mIn[13], line 1\u001B[0m\n\u001B[0;32m----> 1\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mWarning\u001B[39;00m(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mThis will take time to render and the dataframe will be huge (~235Mb).\u001B[39m\u001B[38;5;124m'\u001B[39m)\n",
-      "\u001B[0;31mWarning\u001B[0m: This will take time to render and the dataframe will be huge (~235Mb)."
+      "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
+      "\u001B[1;31mWarning\u001B[0m                                   Traceback (most recent call last)",
+      "Cell \u001B[1;32mIn[13], line 1\u001B[0m\n\u001B[1;32m----> 1\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mWarning\u001B[39;00m(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mThis will take time to render and the dataframe will be huge (~235Mb).\u001B[39m\u001B[38;5;124m'\u001B[39m)\n",
+      "\u001B[1;31mWarning\u001B[0m: This will take time to render and the dataframe will be huge (~235Mb)."
      ]
     }
    ],
@@ -440,8 +442,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:42.022264304Z",
-     "start_time": "2023-08-10T12:43:41.863834245Z"
+     "end_time": "2023-09-27T19:34:13.965047400Z",
+     "start_time": "2023-09-27T19:34:13.715563700Z"
     }
    },
    "id": "1e4d02294ef54294"
@@ -452,7 +454,7 @@
    "outputs": [],
    "source": [
     "ss = tvs.StockScreener()\n",
-    "ss.set_markets(StocksMarket.ALL)\n",
+    "ss.set_markets(Market.ALL)\n",
     "ss.set_range(0, 10**6)\n",
     "df = ss.get()\n",
     "df.head(10)"
@@ -460,7 +462,7 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "start_time": "2023-08-10T12:43:41.983608664Z"
+     "start_time": "2023-09-27T19:34:13.915570500Z"
     }
    },
    "id": "2ce6848611e9d049"
diff --git a/notebooks/example.ipynb b/notebooks/example.ipynb
index 5018d30..d1a5879 100644
--- a/notebooks/example.ipynb
+++ b/notebooks/example.ipynb
@@ -7,15 +7,14 @@
    "metadata": {
     "collapsed": true,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:55.651585678Z",
-     "start_time": "2023-08-10T12:43:55.528809190Z"
+     "end_time": "2023-09-27T19:34:57.182173800Z",
+     "start_time": "2023-09-27T19:34:56.833163200Z"
     }
    },
    "outputs": [],
    "source": [
     "import tvscreener as tvs\n",
-    "from tvscreener import StockField, TimeInterval, StocksMarket\n",
-    "from tvscreener.filter import SymbolType, Exchange, Country, SubMarket, FilterOperator\n",
+    "from tvscreener import StockField\n",
     "\n",
     "%load_ext autoreload\n",
     "%autoreload 2"
@@ -37,8 +36,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "         Symbol   Name                  Description  All Time High  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n3  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     480.880000   \n6   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  556117.000000   \n8    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     364.630000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0      0.049107         138733.483965       100.000000      35.714286   \n1      0.088543         331333.919957       100.000000       0.000000   \n2     24.312350            359.512111         0.000000      42.857143   \n3      2.401327           5080.856484         0.000000      42.857143   \n4      0.065624         113008.620378        28.571429      78.571429   \n5      0.333335          97165.841070       100.000000      35.714286   \n6     17.550000            625.826397        14.285714      42.857143   \n7    235.000000         222463.265306         0.000000     100.000000   \n8     19.800000           1443.189655         0.000000      85.714286   \n9      0.998666          19020.288316       100.000000       0.000000   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.065736                       40.079355  ...          -1   \n1                6.875714                       15.697468  ...          -1   \n2                2.574643                       19.905580  ...           1   \n3                2.576786                       21.021282  ...           1   \n4                3.053221                       21.411278  ...           1   \n5               13.332879                       27.054978  ...          -1   \n6                9.424400                       29.809315  ...          -1   \n7             8380.835714                       39.072654  ...           1   \n8                4.427429                       36.871340  ...           1   \n9                9.404993                       23.365350  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -4.720749                         -230.936482   \n1                 -9.388162                         -120.951883   \n2                  5.743768                           74.928140   \n3                  5.906360                           72.958312   \n4                  4.556238                          149.672333   \n5                  5.990850                          -74.360714   \n6                 12.985205                           34.751045   \n7              16183.480559                          204.804702   \n8                 10.636768                          222.169729   \n9                -13.117041                         -127.023557   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               -13.82                                  37.059393   \n1               -24.93                                  26.356568   \n2                 9.05                                  17.902277   \n3                 9.19                                  17.483541   \n4                10.81                                  19.321047   \n5               -10.15                                  23.185145   \n6                18.17                                  13.955954   \n7             24647.99                                   5.755470   \n8                16.15                                   7.507344   \n9               -15.58                                  30.228938   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  14.543167   \n1                                  20.989642   \n2                                  27.931277   \n3                                  27.917242   \n4                                  35.171936   \n5                                  23.696781   \n6                                  23.593786   \n7                                  27.973242   \n8                                  31.301009   \n9                                  18.500734   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           31.992621                          20.309959   \n1                           41.620562                          34.633610   \n2                           62.822280                          66.262130   \n3                           63.031565                          66.112989   \n4                           63.522413                          66.884776   \n5                           51.914409                          43.927989   \n6                           56.380701                          52.050151   \n7                           71.024137                          75.885871   \n8                           73.613628                          78.234789   \n9                           42.849362                          33.497846   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.336929                        6.651887  \n1                        5.696226                        8.199300  \n2                       71.754595                       78.572202  \n3                       71.656644                       78.135739  \n4                       63.325131                       82.572298  \n5                       30.921040                       35.446541  \n6                       65.652211                       65.989356  \n7                       82.180259                       82.477802  \n8                       81.505128                       82.596203  \n9                       12.583370                       13.486642  \n\n[10 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.82</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>6.875714</td>\n      <td>15.697468</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-9.388162</td>\n      <td>-120.951883</td>\n      <td>-24.93</td>\n      <td>26.356568</td>\n      <td>20.989642</td>\n      <td>41.620562</td>\n      <td>34.633610</td>\n      <td>5.696226</td>\n      <td>8.199300</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.574643</td>\n      <td>19.905580</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.743768</td>\n      <td>74.928140</td>\n      <td>9.05</td>\n      <td>17.902277</td>\n      <td>27.931277</td>\n      <td>62.822280</td>\n      <td>66.262130</td>\n      <td>71.754595</td>\n      <td>78.572202</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.576786</td>\n      <td>21.021282</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.906360</td>\n      <td>72.958312</td>\n      <td>9.19</td>\n      <td>17.483541</td>\n      <td>27.917242</td>\n      <td>63.031565</td>\n      <td>66.112989</td>\n      <td>71.656644</td>\n      <td>78.135739</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>28.571429</td>\n      <td>78.571429</td>\n      <td>3.053221</td>\n      <td>21.411278</td>\n      <td>...</td>\n      <td>1</td>\n      <td>4.556238</td>\n      <td>149.672333</td>\n      <td>10.81</td>\n      <td>19.321047</td>\n      <td>35.171936</td>\n      <td>63.522413</td>\n      <td>66.884776</td>\n      <td>63.325131</td>\n      <td>82.572298</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>480.880000</td>\n      <td>0.333335</td>\n      <td>97165.841070</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>13.332879</td>\n      <td>27.054978</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>5.990850</td>\n      <td>-74.360714</td>\n      <td>-10.15</td>\n      <td>23.185145</td>\n      <td>23.696781</td>\n      <td>51.914409</td>\n      <td>43.927989</td>\n      <td>30.921040</td>\n      <td>35.446541</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>625.826397</td>\n      <td>14.285714</td>\n      <td>42.857143</td>\n      <td>9.424400</td>\n      <td>29.809315</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>12.985205</td>\n      <td>34.751045</td>\n      <td>18.17</td>\n      <td>13.955954</td>\n      <td>23.593786</td>\n      <td>56.380701</td>\n      <td>52.050151</td>\n      <td>65.652211</td>\n      <td>65.989356</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>556117.000000</td>\n      <td>235.000000</td>\n      <td>222463.265306</td>\n      <td>0.000000</td>\n      <td>100.000000</td>\n      <td>8380.835714</td>\n      <td>39.072654</td>\n      <td>...</td>\n      <td>1</td>\n      <td>16183.480559</td>\n      <td>204.804702</td>\n      <td>24647.99</td>\n      <td>5.755470</td>\n      <td>27.973242</td>\n      <td>71.024137</td>\n      <td>75.885871</td>\n      <td>82.180259</td>\n      <td>82.477802</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>364.630000</td>\n      <td>19.800000</td>\n      <td>1443.189655</td>\n      <td>0.000000</td>\n      <td>85.714286</td>\n      <td>4.427429</td>\n      <td>36.871340</td>\n      <td>...</td>\n      <td>1</td>\n      <td>10.636768</td>\n      <td>222.169729</td>\n      <td>16.15</td>\n      <td>7.507344</td>\n      <td>31.301009</td>\n      <td>73.613628</td>\n      <td>78.234789</td>\n      <td>81.505128</td>\n      <td>82.596203</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>19020.288316</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>9.404993</td>\n      <td>23.365350</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-13.117041</td>\n      <td>-127.023557</td>\n      <td>-15.58</td>\n      <td>30.228938</td>\n      <td>18.500734</td>\n      <td>42.849362</td>\n      <td>33.497846</td>\n      <td>12.583370</td>\n      <td>13.486642</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
+      "text/plain": "         Symbol   Name                  Description  All Time High  \\\n0   NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1   NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2  NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3   NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4   NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n5   NASDAQ:NVDA   NVDA           NVIDIA Corporation     502.660000   \n6    NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New     373.340000   \n7    NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.  566569.970000   \n8   NASDAQ:META   META         Meta Platforms, Inc.     384.330000   \n9   NASDAQ:TSLA   TSLA                  Tesla, Inc.     414.496252   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0      0.049107         132586.134572       100.000000      14.285714   \n1      0.088543         321912.281045       100.000000      35.714286   \n2      2.401327           5118.016722        92.857143      50.000000   \n3     24.312350            363.854791        92.857143      50.000000   \n4      0.065624         103548.029933       100.000000      35.714286   \n5      0.333335          97280.103405        71.428571       7.142857   \n6     19.800000           1440.387931       100.000000      57.142857   \n7    235.000000         221089.100000       100.000000      57.142857   \n8     17.550000            610.107015       100.000000      35.714286   \n9      0.998666          18991.867226       100.000000      42.857143   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.218429                       25.653844  ...          -1   \n1                5.679029                       22.120383  ...          -1   \n2                2.389257                       21.655098  ...          -1   \n3                2.365629                       21.492701  ...          -1   \n4                3.419064                       19.421523  ...          -1   \n5               13.613557                       21.784457  ...          -1   \n6                3.878407                       29.363976  ...          -1   \n7             6706.501429                       32.709754  ...          -1   \n8                8.038957                       11.502149  ...          -1   \n9                9.301243                       17.663979  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -3.283856                          -99.336416   \n1                 -7.189782                         -197.323125   \n2                 -1.538637                         -208.082855   \n3                 -1.347657                         -209.895909   \n4                 -5.099797                         -180.562142   \n5                -29.052279                          -98.761057   \n6                  2.327891                          -89.373526   \n7               3813.028971                          -84.597110   \n8                  1.337631                          -48.853156   \n9                  4.490718                          -99.150391   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               -4.340                                  30.558611   \n1              -19.630                                  32.060557   \n2               -6.775                                  29.303383   \n3               -6.620                                  29.765275   \n4              -15.250                                  33.377752   \n5              -29.590                                  30.919557   \n6               -8.360                                  21.644631   \n7           -11545.000                                  18.570083   \n8               -2.700                                  19.825841   \n9              -23.360                                  27.294109   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  16.822189   \n1                                  13.887596   \n2                                  16.542888   \n3                                  16.217965   \n4                                  15.461261   \n5                                  17.280311   \n6                                  19.005636   \n7                                  16.962556   \n8                                  19.891917   \n9                                  22.010251   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           38.386676                          33.426894   \n1                           33.743284                          21.535629   \n2                           38.397693                          25.309307   \n3                           38.689675                          25.502243   \n4                           34.513111                          24.389321   \n5                           37.538715                          31.598550   \n6                           45.831744                          33.505549   \n7                           46.101304                          34.029793   \n8                           49.235942                          46.943023   \n9                           43.105088                          32.583124   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.452134                        9.222031  \n1                        9.572082                        8.156310  \n2                       10.520138                       13.047417  \n3                       10.465734                       13.401442  \n4                        6.945989                        7.573618  \n5                        8.586903                       13.653822  \n6                       22.081326                       15.806692  \n7                       22.185337                       15.383801  \n8                       31.751412                       35.851493  \n9                       22.251475                       13.383379  \n\n[10 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132586.134572</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.340</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321912.281045</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>5.679029</td>\n      <td>22.120383</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-7.189782</td>\n      <td>-197.323125</td>\n      <td>-19.630</td>\n      <td>32.060557</td>\n      <td>13.887596</td>\n      <td>33.743284</td>\n      <td>21.535629</td>\n      <td>9.572082</td>\n      <td>8.156310</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5118.016722</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.389257</td>\n      <td>21.655098</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.538637</td>\n      <td>-208.082855</td>\n      <td>-6.775</td>\n      <td>29.303383</td>\n      <td>16.542888</td>\n      <td>38.397693</td>\n      <td>25.309307</td>\n      <td>10.520138</td>\n      <td>13.047417</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.854791</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.365629</td>\n      <td>21.492701</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.347657</td>\n      <td>-209.895909</td>\n      <td>-6.620</td>\n      <td>29.765275</td>\n      <td>16.217965</td>\n      <td>38.689675</td>\n      <td>25.502243</td>\n      <td>10.465734</td>\n      <td>13.401442</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.419064</td>\n      <td>19.421523</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-5.099797</td>\n      <td>-180.562142</td>\n      <td>-15.250</td>\n      <td>33.377752</td>\n      <td>15.461261</td>\n      <td>34.513111</td>\n      <td>24.389321</td>\n      <td>6.945989</td>\n      <td>7.573618</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>502.660000</td>\n      <td>0.333335</td>\n      <td>97280.103405</td>\n      <td>71.428571</td>\n      <td>7.142857</td>\n      <td>13.613557</td>\n      <td>21.784457</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-29.052279</td>\n      <td>-98.761057</td>\n      <td>-29.590</td>\n      <td>30.919557</td>\n      <td>17.280311</td>\n      <td>37.538715</td>\n      <td>31.598550</td>\n      <td>8.586903</td>\n      <td>13.653822</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>373.340000</td>\n      <td>19.800000</td>\n      <td>1440.387931</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>3.878407</td>\n      <td>29.363976</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>2.327891</td>\n      <td>-89.373526</td>\n      <td>-8.360</td>\n      <td>21.644631</td>\n      <td>19.005636</td>\n      <td>45.831744</td>\n      <td>33.505549</td>\n      <td>22.081326</td>\n      <td>15.806692</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>566569.970000</td>\n      <td>235.000000</td>\n      <td>221089.100000</td>\n      <td>100.000000</td>\n      <td>57.142857</td>\n      <td>6706.501429</td>\n      <td>32.709754</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>3813.028971</td>\n      <td>-84.597110</td>\n      <td>-11545.000</td>\n      <td>18.570083</td>\n      <td>16.962556</td>\n      <td>46.101304</td>\n      <td>34.029793</td>\n      <td>22.185337</td>\n      <td>15.383801</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>NASDAQ:META</td>\n      <td>META</td>\n      <td>Meta Platforms, Inc.</td>\n      <td>384.330000</td>\n      <td>17.550000</td>\n      <td>610.107015</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>8.038957</td>\n      <td>11.502149</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>1.337631</td>\n      <td>-48.853156</td>\n      <td>-2.700</td>\n      <td>19.825841</td>\n      <td>19.891917</td>\n      <td>49.235942</td>\n      <td>46.943023</td>\n      <td>31.751412</td>\n      <td>35.851493</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>18991.867226</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>9.301243</td>\n      <td>17.663979</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>4.490718</td>\n      <td>-99.150391</td>\n      <td>-23.360</td>\n      <td>27.294109</td>\n      <td>22.010251</td>\n      <td>43.105088</td>\n      <td>32.583124</td>\n      <td>22.251475</td>\n      <td>13.383379</td>\n    </tr>\n  </tbody>\n</table>\n<p>10 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 2,
      "metadata": {},
@@ -53,8 +52,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:56.613333679Z",
-     "start_time": "2023-08-10T12:43:55.653135086Z"
+     "end_time": "2023-09-27T19:34:58.925757300Z",
+     "start_time": "2023-09-27T19:34:57.182173800Z"
     }
    },
    "id": "180f141359f1e171"
@@ -75,8 +74,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "          Symbol    Name                        Description  All Time High  \\\n0  FX_IDC:AEDAUD  AEDAUD  U.A.E. DIRHAM / AUSTRALIAN DOLLAR        0.48967   \n1  FX_IDC:AEDCAD  AEDCAD    U.A.E. DIRHAM / CANADIAN DOLLAR        0.39856   \n2  FX_IDC:AEDCHF  AEDCHF        U.A.E. DIRHAM / SWISS FRANC        0.28102   \n3  FX_IDC:AEDEUR  AEDEUR               U.A.E. DIRHAM / EURO        0.28516   \n4  FX_IDC:AEDGBP  AEDGBP      U.A.E. DIRHAM / BRITISH POUND        0.25919   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0       0.25641             61.189614        28.571429      85.714286   \n1       0.25670             39.521623        14.285714      85.714286   \n2       0.22759            -10.616903        28.571429      57.142857   \n3       0.12633             15.190818         0.000000      64.285714   \n4       0.13346             53.758146        28.571429      64.285714   \n\n       Ask  Average Day Range (14)  ...  Reco. UO  Prev. Awesome Oscillator  \\\n0  0.41488                0.003900  ...       0.0                  0.008427   \n1  0.36537                0.001534  ...       0.0                  0.003991   \n2  0.23813                0.001412  ...       0.0                 -0.000747   \n3  0.24730                0.001408  ...       0.0                  0.000919   \n4  0.21314                0.001305  ...       0.0                  0.001448   \n\n   Prev. Commodity Channel Index (20)  Prev. Momentum (10)  \\\n0                          112.920303              0.01412   \n1                          151.877740              0.00572   \n2                          101.382887              0.00439   \n3                           75.749502              0.00247   \n4                           89.303225              0.00369   \n\n   Prev. Negative Directional Indicator (14)  \\\n0                                  18.406860   \n1                                  12.745768   \n2                                  20.795305   \n3                                  21.382914   \n4                                  21.654827   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  33.795178   \n1                                  33.774324   \n2                                  23.341176   \n3                                  29.227570   \n4                                  32.655723   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           63.594072                          70.914886   \n1                           64.208003                          75.032446   \n2                           51.661148                          62.423309   \n3                           53.171872                          56.869359   \n4                           56.414320                          63.465780   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       84.488412                       85.983547  \n1                       86.198847                       80.385967  \n2                       73.143625                       77.371263  \n3                       76.355147                       76.101548  \n4                       68.600269                       66.249341  \n\n[5 rows x 179 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Ask</th>\n      <th>Average Day Range (14)</th>\n      <th>...</th>\n      <th>Reco. UO</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>FX_IDC:AEDAUD</td>\n      <td>AEDAUD</td>\n      <td>U.A.E. DIRHAM / AUSTRALIAN DOLLAR</td>\n      <td>0.48967</td>\n      <td>0.25641</td>\n      <td>61.189614</td>\n      <td>28.571429</td>\n      <td>85.714286</td>\n      <td>0.41488</td>\n      <td>0.003900</td>\n      <td>...</td>\n      <td>0.0</td>\n      <td>0.008427</td>\n      <td>112.920303</td>\n      <td>0.01412</td>\n      <td>18.406860</td>\n      <td>33.795178</td>\n      <td>63.594072</td>\n      <td>70.914886</td>\n      <td>84.488412</td>\n      <td>85.983547</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>FX_IDC:AEDCAD</td>\n      <td>AEDCAD</td>\n      <td>U.A.E. DIRHAM / CANADIAN DOLLAR</td>\n      <td>0.39856</td>\n      <td>0.25670</td>\n      <td>39.521623</td>\n      <td>14.285714</td>\n      <td>85.714286</td>\n      <td>0.36537</td>\n      <td>0.001534</td>\n      <td>...</td>\n      <td>0.0</td>\n      <td>0.003991</td>\n      <td>151.877740</td>\n      <td>0.00572</td>\n      <td>12.745768</td>\n      <td>33.774324</td>\n      <td>64.208003</td>\n      <td>75.032446</td>\n      <td>86.198847</td>\n      <td>80.385967</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>FX_IDC:AEDCHF</td>\n      <td>AEDCHF</td>\n      <td>U.A.E. DIRHAM / SWISS FRANC</td>\n      <td>0.28102</td>\n      <td>0.22759</td>\n      <td>-10.616903</td>\n      <td>28.571429</td>\n      <td>57.142857</td>\n      <td>0.23813</td>\n      <td>0.001412</td>\n      <td>...</td>\n      <td>0.0</td>\n      <td>-0.000747</td>\n      <td>101.382887</td>\n      <td>0.00439</td>\n      <td>20.795305</td>\n      <td>23.341176</td>\n      <td>51.661148</td>\n      <td>62.423309</td>\n      <td>73.143625</td>\n      <td>77.371263</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>FX_IDC:AEDEUR</td>\n      <td>AEDEUR</td>\n      <td>U.A.E. DIRHAM / EURO</td>\n      <td>0.28516</td>\n      <td>0.12633</td>\n      <td>15.190818</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>0.24730</td>\n      <td>0.001408</td>\n      <td>...</td>\n      <td>0.0</td>\n      <td>0.000919</td>\n      <td>75.749502</td>\n      <td>0.00247</td>\n      <td>21.382914</td>\n      <td>29.227570</td>\n      <td>53.171872</td>\n      <td>56.869359</td>\n      <td>76.355147</td>\n      <td>76.101548</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>FX_IDC:AEDGBP</td>\n      <td>AEDGBP</td>\n      <td>U.A.E. DIRHAM / BRITISH POUND</td>\n      <td>0.25919</td>\n      <td>0.13346</td>\n      <td>53.758146</td>\n      <td>28.571429</td>\n      <td>64.285714</td>\n      <td>0.21314</td>\n      <td>0.001305</td>\n      <td>...</td>\n      <td>0.0</td>\n      <td>0.001448</td>\n      <td>89.303225</td>\n      <td>0.00369</td>\n      <td>21.654827</td>\n      <td>32.655723</td>\n      <td>56.414320</td>\n      <td>63.465780</td>\n      <td>68.600269</td>\n      <td>66.249341</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 179 columns</p>\n</div>"
+      "text/plain": "          Symbol    Name                        Description  All Time High  \\\n0  FX_IDC:AEDAUD  AEDAUD  U.A.E. DIRHAM / AUSTRALIAN DOLLAR        0.48967   \n1  FX_IDC:AEDCAD  AEDCAD    U.A.E. DIRHAM / CANADIAN DOLLAR        0.39856   \n2  FX_IDC:AEDCHF  AEDCHF        U.A.E. DIRHAM / SWISS FRANC        0.28102   \n3  FX_IDC:AEDEUR  AEDEUR               U.A.E. DIRHAM / EURO        0.28516   \n4  FX_IDC:AEDGBP  AEDGBP      U.A.E. DIRHAM / BRITISH POUND        0.25919   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0       0.25641             66.514851        64.285714          100.0   \n1       0.25670             40.547264        57.142857            0.0   \n2       0.22759             -5.792407        14.285714          100.0   \n3       0.12633             20.752076        28.571429          100.0   \n4       0.13346             62.063722        14.285714          100.0   \n\n       Ask  Average Day Range (14)  ...  Reco. UO  Prev. Awesome Oscillator  \\\n0  0.42856                0.002596  ...         0                  0.000402   \n1  0.36805                0.001286  ...         0                 -0.001846   \n2  0.25094                0.000955  ...         1                  0.004777   \n3  0.25922                0.001196  ...         0                  0.003579   \n4  0.22461                0.000876  ...         0                  0.004907   \n\n   Prev. Commodity Channel Index (20)  Prev. Momentum (10)  \\\n0                           64.333165              0.00171   \n1                          -56.595260             -0.00100   \n2                          191.092591              0.00671   \n3                          153.774562              0.00437   \n4                          160.704248              0.00600   \n\n   Prev. Negative Directional Indicator (14)  \\\n0                                  22.215646   \n1                                  23.889564   \n2                                   7.232409   \n3                                  11.381795   \n4                                   9.126961   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  26.143277   \n1                                  24.052925   \n2                                  47.351941   \n3                                  35.891263   \n4                                  46.663111   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           58.540581                          61.783409   \n1                           51.156980                          52.651401   \n2                           82.880157                          93.478890   \n3                           71.588862                          79.679576   \n4                           80.668676                          91.042357   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       51.157779                       55.969561  \n1                       21.343461                       24.039321  \n2                       94.249980                       97.215705  \n3                       86.414771                       90.761886  \n4                       95.752124                       98.039010  \n\n[5 rows x 179 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Ask</th>\n      <th>Average Day Range (14)</th>\n      <th>...</th>\n      <th>Reco. UO</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>FX_IDC:AEDAUD</td>\n      <td>AEDAUD</td>\n      <td>U.A.E. DIRHAM / AUSTRALIAN DOLLAR</td>\n      <td>0.48967</td>\n      <td>0.25641</td>\n      <td>66.514851</td>\n      <td>64.285714</td>\n      <td>100.0</td>\n      <td>0.42856</td>\n      <td>0.002596</td>\n      <td>...</td>\n      <td>0</td>\n      <td>0.000402</td>\n      <td>64.333165</td>\n      <td>0.00171</td>\n      <td>22.215646</td>\n      <td>26.143277</td>\n      <td>58.540581</td>\n      <td>61.783409</td>\n      <td>51.157779</td>\n      <td>55.969561</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>FX_IDC:AEDCAD</td>\n      <td>AEDCAD</td>\n      <td>U.A.E. DIRHAM / CANADIAN DOLLAR</td>\n      <td>0.39856</td>\n      <td>0.25670</td>\n      <td>40.547264</td>\n      <td>57.142857</td>\n      <td>0.0</td>\n      <td>0.36805</td>\n      <td>0.001286</td>\n      <td>...</td>\n      <td>0</td>\n      <td>-0.001846</td>\n      <td>-56.595260</td>\n      <td>-0.00100</td>\n      <td>23.889564</td>\n      <td>24.052925</td>\n      <td>51.156980</td>\n      <td>52.651401</td>\n      <td>21.343461</td>\n      <td>24.039321</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>FX_IDC:AEDCHF</td>\n      <td>AEDCHF</td>\n      <td>U.A.E. DIRHAM / SWISS FRANC</td>\n      <td>0.28102</td>\n      <td>0.22759</td>\n      <td>-5.792407</td>\n      <td>14.285714</td>\n      <td>100.0</td>\n      <td>0.25094</td>\n      <td>0.000955</td>\n      <td>...</td>\n      <td>1</td>\n      <td>0.004777</td>\n      <td>191.092591</td>\n      <td>0.00671</td>\n      <td>7.232409</td>\n      <td>47.351941</td>\n      <td>82.880157</td>\n      <td>93.478890</td>\n      <td>94.249980</td>\n      <td>97.215705</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>FX_IDC:AEDEUR</td>\n      <td>AEDEUR</td>\n      <td>U.A.E. DIRHAM / EURO</td>\n      <td>0.28516</td>\n      <td>0.12633</td>\n      <td>20.752076</td>\n      <td>28.571429</td>\n      <td>100.0</td>\n      <td>0.25922</td>\n      <td>0.001196</td>\n      <td>...</td>\n      <td>0</td>\n      <td>0.003579</td>\n      <td>153.774562</td>\n      <td>0.00437</td>\n      <td>11.381795</td>\n      <td>35.891263</td>\n      <td>71.588862</td>\n      <td>79.679576</td>\n      <td>86.414771</td>\n      <td>90.761886</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>FX_IDC:AEDGBP</td>\n      <td>AEDGBP</td>\n      <td>U.A.E. DIRHAM / BRITISH POUND</td>\n      <td>0.25919</td>\n      <td>0.13346</td>\n      <td>62.063722</td>\n      <td>14.285714</td>\n      <td>100.0</td>\n      <td>0.22461</td>\n      <td>0.000876</td>\n      <td>...</td>\n      <td>0</td>\n      <td>0.004907</td>\n      <td>160.704248</td>\n      <td>0.00600</td>\n      <td>9.126961</td>\n      <td>46.663111</td>\n      <td>80.668676</td>\n      <td>91.042357</td>\n      <td>95.752124</td>\n      <td>98.039010</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 179 columns</p>\n</div>"
      },
      "execution_count": 3,
      "metadata": {},
@@ -91,8 +90,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:57.166912150Z",
-     "start_time": "2023-08-10T12:43:56.613671743Z"
+     "end_time": "2023-09-27T19:35:00.370013900Z",
+     "start_time": "2023-09-27T19:34:58.923758Z"
     }
    },
    "id": "5a3140ab1afc7830"
@@ -113,8 +112,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "              Symbol       Name                             Description  \\\n0  BINANCE:BTCUSDT.P  BTCUSDT.P   Bitcoin / TetherUS PERPETUAL CONTRACT   \n1   BITGET:BTCUSDT.P  BTCUSDT.P      BTCUSDTPERP PERPETUAL MIX CONTRACT   \n2      OKX:BTCUSDT.P  BTCUSDT.P         BTCUSDT Perpetual Swap Contract   \n3    BYBIT:BTCUSDT.P  BTCUSDT.P              BTCUSDT Perpetual Contract   \n4  BINANCE:ETHUSDT.P  ETHUSDT.P  Ethereum / TetherUS PERPETUAL CONTRACT   \n\n   All Time High  All Time Low  All Time Performance  Aroon Down (14)  \\\n0       69198.70       3621.81            195.158000        35.714286   \n1       69145.50       3794.50            125.609056        35.714286   \n2       69158.00       3728.80            328.266767        35.714286   \n3       69138.50       5841.50            354.172308        35.714286   \n4        4877.54         84.23           1170.116438        78.571429   \n\n   Aroon Up (14)      Ask  Available Coins  ...  Reco. VWMA  \\\n0      85.714286  29474.3              NaN  ...         1.0   \n1      85.714286  29468.5              NaN  ...         1.0   \n2      85.714286  29500.0              NaN  ...         1.0   \n3      85.714286  29490.5              NaN  ...         1.0   \n4      14.285714   1853.8              NaN  ...        -1.0   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0               -446.943824                           93.536524   \n1               -448.382353                           93.437094   \n2               -449.005882                           92.190516   \n3               -443.895294                           91.939108   \n4                -34.297471                            2.279656   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               301.70                                  16.416206   \n1               296.50                                  15.495737   \n2               299.60                                  15.762226   \n3               291.90                                  16.424444   \n4                -6.06                                  20.118612   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  20.499402   \n1                                  21.468034   \n2                                  21.130188   \n3                                  20.330865   \n4                                  13.296458   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           51.659645                          57.615481   \n1                           51.480388                          57.026400   \n2                           51.616855                          57.504498   \n3                           51.554039                          57.385536   \n4                           48.693594                          53.523472   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       47.581188                       58.170127  \n1                       47.357034                       57.998530  \n2                       47.749716                       58.324949  \n3                       47.309590                       57.523937  \n4                       40.575223                       52.874447  \n\n[5 rows x 193 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Ask</th>\n      <th>Available Coins</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>BINANCE:BTCUSDT.P</td>\n      <td>BTCUSDT.P</td>\n      <td>Bitcoin / TetherUS PERPETUAL CONTRACT</td>\n      <td>69198.70</td>\n      <td>3621.81</td>\n      <td>195.158000</td>\n      <td>35.714286</td>\n      <td>85.714286</td>\n      <td>29474.3</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-446.943824</td>\n      <td>93.536524</td>\n      <td>301.70</td>\n      <td>16.416206</td>\n      <td>20.499402</td>\n      <td>51.659645</td>\n      <td>57.615481</td>\n      <td>47.581188</td>\n      <td>58.170127</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>BITGET:BTCUSDT.P</td>\n      <td>BTCUSDT.P</td>\n      <td>BTCUSDTPERP PERPETUAL MIX CONTRACT</td>\n      <td>69145.50</td>\n      <td>3794.50</td>\n      <td>125.609056</td>\n      <td>35.714286</td>\n      <td>85.714286</td>\n      <td>29468.5</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-448.382353</td>\n      <td>93.437094</td>\n      <td>296.50</td>\n      <td>15.495737</td>\n      <td>21.468034</td>\n      <td>51.480388</td>\n      <td>57.026400</td>\n      <td>47.357034</td>\n      <td>57.998530</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>OKX:BTCUSDT.P</td>\n      <td>BTCUSDT.P</td>\n      <td>BTCUSDT Perpetual Swap Contract</td>\n      <td>69158.00</td>\n      <td>3728.80</td>\n      <td>328.266767</td>\n      <td>35.714286</td>\n      <td>85.714286</td>\n      <td>29500.0</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-449.005882</td>\n      <td>92.190516</td>\n      <td>299.60</td>\n      <td>15.762226</td>\n      <td>21.130188</td>\n      <td>51.616855</td>\n      <td>57.504498</td>\n      <td>47.749716</td>\n      <td>58.324949</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>BYBIT:BTCUSDT.P</td>\n      <td>BTCUSDT.P</td>\n      <td>BTCUSDT Perpetual Contract</td>\n      <td>69138.50</td>\n      <td>5841.50</td>\n      <td>354.172308</td>\n      <td>35.714286</td>\n      <td>85.714286</td>\n      <td>29490.5</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-443.895294</td>\n      <td>91.939108</td>\n      <td>291.90</td>\n      <td>16.424444</td>\n      <td>20.330865</td>\n      <td>51.554039</td>\n      <td>57.385536</td>\n      <td>47.309590</td>\n      <td>57.523937</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>BINANCE:ETHUSDT.P</td>\n      <td>ETHUSDT.P</td>\n      <td>Ethereum / TetherUS PERPETUAL CONTRACT</td>\n      <td>4877.54</td>\n      <td>84.23</td>\n      <td>1170.116438</td>\n      <td>78.571429</td>\n      <td>14.285714</td>\n      <td>1853.8</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-34.297471</td>\n      <td>2.279656</td>\n      <td>-6.06</td>\n      <td>20.118612</td>\n      <td>13.296458</td>\n      <td>48.693594</td>\n      <td>53.523472</td>\n      <td>40.575223</td>\n      <td>52.874447</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 193 columns</p>\n</div>"
+      "text/plain": "              Symbol       Name                             Description  \\\n0  BINANCE:BTCUSDT.P  BTCUSDT.P   Bitcoin / TetherUS PERPETUAL CONTRACT   \n1      OKX:BTCUSDT.P  BTCUSDT.P         BTCUSDT Perpetual Swap Contract   \n2  BINANCE:ETHUSDT.P  ETHUSDT.P  Ethereum / TetherUS PERPETUAL CONTRACT   \n3    BYBIT:BTCUSDT.P  BTCUSDT.P              BTCUSDT Perpetual Contract   \n4      OKX:ETHUSDT.P  ETHUSDT.P         ETHUSDT Perpetual Swap Contract   \n\n   All Time High  All Time Low  All Time Performance  Aroon Down (14)  \\\n0       69198.70       3621.81            162.769000         0.000000   \n1       69158.00       3728.80            281.428717         0.000000   \n2        4877.54         84.23            994.534247        85.714286   \n3       69138.50       5841.50            304.301538         0.000000   \n4        4877.70         85.39           1151.142589        85.714286   \n\n   Aroon Up (14)       Ask  Available Coins  ...  Reco. VWMA  \\\n0      42.857143  26278.70              NaN  ...        -1.0   \n1      42.857143  26297.40              NaN  ...        -1.0   \n2      35.714286   1598.28              NaN  ...        -1.0   \n3      42.857143  26279.60              NaN  ...        -1.0   \n4      35.714286   1598.72              NaN  ...        -1.0   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                130.574706                          -21.840955   \n1                129.997647                          -21.970741   \n2                -41.852176                          -64.954265   \n3                130.767353                          -21.897394   \n4                -42.013824                          -65.165793   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0              -338.20                                  20.004511   \n1              -335.40                                  20.549694   \n2               -40.38                                  26.827003   \n3              -342.60                                  20.181973   \n4               -40.73                                  27.754387   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  16.421322   \n1                                  16.537063   \n2                                  10.938446   \n3                                  16.590241   \n4                                  10.585786   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           45.107474                          40.160469   \n1                           45.156540                          40.302772   \n2                           41.747940                          42.932555   \n3                           45.062777                          40.025893   \n4                           41.619878                          42.646125   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       52.831218                       42.685320  \n1                       52.903784                       42.724851  \n2                       37.981703                       32.850382  \n3                       53.098199                       42.837735  \n4                       37.744747                       32.716651  \n\n[5 rows x 193 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Ask</th>\n      <th>Available Coins</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>BINANCE:BTCUSDT.P</td>\n      <td>BTCUSDT.P</td>\n      <td>Bitcoin / TetherUS PERPETUAL CONTRACT</td>\n      <td>69198.70</td>\n      <td>3621.81</td>\n      <td>162.769000</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>26278.70</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>130.574706</td>\n      <td>-21.840955</td>\n      <td>-338.20</td>\n      <td>20.004511</td>\n      <td>16.421322</td>\n      <td>45.107474</td>\n      <td>40.160469</td>\n      <td>52.831218</td>\n      <td>42.685320</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>OKX:BTCUSDT.P</td>\n      <td>BTCUSDT.P</td>\n      <td>BTCUSDT Perpetual Swap Contract</td>\n      <td>69158.00</td>\n      <td>3728.80</td>\n      <td>281.428717</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>26297.40</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>129.997647</td>\n      <td>-21.970741</td>\n      <td>-335.40</td>\n      <td>20.549694</td>\n      <td>16.537063</td>\n      <td>45.156540</td>\n      <td>40.302772</td>\n      <td>52.903784</td>\n      <td>42.724851</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>BINANCE:ETHUSDT.P</td>\n      <td>ETHUSDT.P</td>\n      <td>Ethereum / TetherUS PERPETUAL CONTRACT</td>\n      <td>4877.54</td>\n      <td>84.23</td>\n      <td>994.534247</td>\n      <td>85.714286</td>\n      <td>35.714286</td>\n      <td>1598.28</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-41.852176</td>\n      <td>-64.954265</td>\n      <td>-40.38</td>\n      <td>26.827003</td>\n      <td>10.938446</td>\n      <td>41.747940</td>\n      <td>42.932555</td>\n      <td>37.981703</td>\n      <td>32.850382</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>BYBIT:BTCUSDT.P</td>\n      <td>BTCUSDT.P</td>\n      <td>BTCUSDT Perpetual Contract</td>\n      <td>69138.50</td>\n      <td>5841.50</td>\n      <td>304.301538</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>26279.60</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>130.767353</td>\n      <td>-21.897394</td>\n      <td>-342.60</td>\n      <td>20.181973</td>\n      <td>16.590241</td>\n      <td>45.062777</td>\n      <td>40.025893</td>\n      <td>53.098199</td>\n      <td>42.837735</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>OKX:ETHUSDT.P</td>\n      <td>ETHUSDT.P</td>\n      <td>ETHUSDT Perpetual Swap Contract</td>\n      <td>4877.70</td>\n      <td>85.39</td>\n      <td>1151.142589</td>\n      <td>85.714286</td>\n      <td>35.714286</td>\n      <td>1598.72</td>\n      <td>NaN</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-42.013824</td>\n      <td>-65.165793</td>\n      <td>-40.73</td>\n      <td>27.754387</td>\n      <td>10.585786</td>\n      <td>41.619878</td>\n      <td>42.646125</td>\n      <td>37.744747</td>\n      <td>32.716651</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 193 columns</p>\n</div>"
      },
      "execution_count": 4,
      "metadata": {},
@@ -129,8 +128,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:43:57.946534937Z",
-     "start_time": "2023-08-10T12:43:57.167792749Z"
+     "end_time": "2023-09-27T19:35:02.335982700Z",
+     "start_time": "2023-09-27T19:35:00.367013500Z"
     }
    },
    "id": "bbede913c3cf6067"
@@ -161,8 +160,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "            Symbol   Name                            Description  \\\n0      NASDAQ:AAPL   AAPL                             Apple Inc.   \n1      NASDAQ:MSFT   MSFT                  Microsoft Corporation   \n2     NASDAQ:GOOGL  GOOGL                          Alphabet Inc.   \n3      NASDAQ:GOOG   GOOG                          Alphabet Inc.   \n4      NASDAQ:AMZN   AMZN                       Amazon.com, Inc.   \n...            ...    ...                                    ...   \n9995   NASDAQ:ELBM   ELBM  Electra Battery Materials Corporation   \n9996     OTC:EAGRF  EAGRF             EAST SIDE GAMES GROUP INC.   \n9997     OTC:BNXTF  BNXTF                  BIONXT SOLUTIONS INC.   \n9998     AMEX:MPTI   MPTI                M-tron Industries, Inc.   \n9999    NASDAQ:MRM    MRM   MEDIROM Healthcare Technologies Inc.   \n\n      All Time High  All Time Low  All Time Performance  Aroon Down (14)  \\\n0        198.230000      0.049107         138733.483965       100.000000   \n1        366.780000      0.088543         331333.919957       100.000000   \n2        151.546575      2.401327           5080.856484         0.000000   \n3        152.100000     24.312350            359.512111         0.000000   \n4        188.653910      0.065624         113008.620378        28.571429   \n...             ...           ...                   ...              ...   \n9995      23.455021      0.820000            -92.614108       100.000000   \n9996       6.300000      0.356300            -87.072417        85.714286   \n9997       3.100000      0.001400            -52.867249        57.142857   \n9998      21.000000      7.990000             41.250000         0.000000   \n9999      19.800000      4.010100            -68.181818         0.000000   \n\n      Aroon Up (14)  Average Day Range (14)  Average Directional Index (14)  \\\n0         35.714286                3.065736                       40.079355   \n1          0.000000                6.875714                       15.697468   \n2         42.857143                2.576786                       21.021282   \n3         42.857143                2.574643                       19.905580   \n4         78.571429                3.053221                       21.411278   \n...             ...                     ...                             ...   \n9995      21.428571                0.269314                       25.152353   \n9996      21.428571                0.006087                       20.369659   \n9997       0.000000                0.016761                       15.480164   \n9998      57.142857                0.152014                       22.625735   \n9999      14.285714                0.218700                       16.328872   \n\n      ...  Reco. VWMA  Prev. Awesome Oscillator  \\\n0     ...        -1.0                 -4.720749   \n1     ...        -1.0                 -9.388162   \n2     ...         1.0                  5.906360   \n3     ...         1.0                  5.743768   \n4     ...         1.0                  4.556238   \n...   ...         ...                       ...   \n9995  ...        -1.0                  0.136351   \n9996  ...        -1.0                 -0.185927   \n9997  ...        -1.0                 -0.053805   \n9998  ...         1.0                 -0.016993   \n9999  ...        -1.0                  0.342581   \n\n      Prev. Commodity Channel Index (20)  Prev. Momentum (10)  \\\n0                            -230.936482            -13.82000   \n1                            -120.951883            -24.93000   \n2                              72.958312              9.19000   \n3                              74.928140              9.05000   \n4                             149.672333             10.81000   \n...                                  ...                  ...   \n9995                          -50.088133             -0.96000   \n9996                          -87.578283             -0.20000   \n9997                          -74.772551             -0.03402   \n9998                          -14.288878              0.10000   \n9999                          -12.463751             -0.55230   \n\n      Prev. Negative Directional Indicator (14)  \\\n0                                     37.059393   \n1                                     26.356568   \n2                                     17.483541   \n3                                     17.902277   \n4                                     19.321047   \n...                                         ...   \n9995                                  25.508187   \n9996                                  57.584131   \n9997                                  46.360923   \n9998                                  15.968953   \n9999                                  33.959075   \n\n      Prev. Positive Directional Indicator (14)  \\\n0                                     14.543167   \n1                                     20.989642   \n2                                     27.917242   \n3                                     27.931277   \n4                                     35.171936   \n...                                         ...   \n9995                                  30.926418   \n9996                                  34.908785   \n9997                                  34.199245   \n9998                                  28.527973   \n9999                                  28.495395   \n\n      Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                              31.992621                          20.309959   \n1                              41.620562                          34.633610   \n2                              63.031565                          66.112989   \n3                              62.822280                          66.262130   \n4                              63.522413                          66.884776   \n...                                  ...                                ...   \n9995                           45.748822                          39.182510   \n9996                           37.654229                          39.521487   \n9997                           44.625250                          42.430652   \n9998                           46.972336                          47.226542   \n9999                           51.539283                          44.440279   \n\n      Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                           8.336929                        6.651887  \n1                           5.696226                        8.199300  \n2                          71.656644                       78.135739  \n3                          71.754595                       78.572202  \n4                          63.325131                       82.572298  \n...                              ...                             ...  \n9995                       19.994490                       13.878636  \n9996                        3.151068                        7.761156  \n9997                       61.373469                       50.783694  \n9998                       49.210414                       37.874144  \n9999                       33.307018                       29.758145  \n\n[10000 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.82000</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>6.875714</td>\n      <td>15.697468</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-9.388162</td>\n      <td>-120.951883</td>\n      <td>-24.93000</td>\n      <td>26.356568</td>\n      <td>20.989642</td>\n      <td>41.620562</td>\n      <td>34.633610</td>\n      <td>5.696226</td>\n      <td>8.199300</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.576786</td>\n      <td>21.021282</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>5.906360</td>\n      <td>72.958312</td>\n      <td>9.19000</td>\n      <td>17.483541</td>\n      <td>27.917242</td>\n      <td>63.031565</td>\n      <td>66.112989</td>\n      <td>71.656644</td>\n      <td>78.135739</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.574643</td>\n      <td>19.905580</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>5.743768</td>\n      <td>74.928140</td>\n      <td>9.05000</td>\n      <td>17.902277</td>\n      <td>27.931277</td>\n      <td>62.822280</td>\n      <td>66.262130</td>\n      <td>71.754595</td>\n      <td>78.572202</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>28.571429</td>\n      <td>78.571429</td>\n      <td>3.053221</td>\n      <td>21.411278</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>4.556238</td>\n      <td>149.672333</td>\n      <td>10.81000</td>\n      <td>19.321047</td>\n      <td>35.171936</td>\n      <td>63.522413</td>\n      <td>66.884776</td>\n      <td>63.325131</td>\n      <td>82.572298</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>9995</th>\n      <td>NASDAQ:ELBM</td>\n      <td>ELBM</td>\n      <td>Electra Battery Materials Corporation</td>\n      <td>23.455021</td>\n      <td>0.820000</td>\n      <td>-92.614108</td>\n      <td>100.000000</td>\n      <td>21.428571</td>\n      <td>0.269314</td>\n      <td>25.152353</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>0.136351</td>\n      <td>-50.088133</td>\n      <td>-0.96000</td>\n      <td>25.508187</td>\n      <td>30.926418</td>\n      <td>45.748822</td>\n      <td>39.182510</td>\n      <td>19.994490</td>\n      <td>13.878636</td>\n    </tr>\n    <tr>\n      <th>9996</th>\n      <td>OTC:EAGRF</td>\n      <td>EAGRF</td>\n      <td>EAST SIDE GAMES GROUP INC.</td>\n      <td>6.300000</td>\n      <td>0.356300</td>\n      <td>-87.072417</td>\n      <td>85.714286</td>\n      <td>21.428571</td>\n      <td>0.006087</td>\n      <td>20.369659</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.185927</td>\n      <td>-87.578283</td>\n      <td>-0.20000</td>\n      <td>57.584131</td>\n      <td>34.908785</td>\n      <td>37.654229</td>\n      <td>39.521487</td>\n      <td>3.151068</td>\n      <td>7.761156</td>\n    </tr>\n    <tr>\n      <th>9997</th>\n      <td>OTC:BNXTF</td>\n      <td>BNXTF</td>\n      <td>BIONXT SOLUTIONS INC.</td>\n      <td>3.100000</td>\n      <td>0.001400</td>\n      <td>-52.867249</td>\n      <td>57.142857</td>\n      <td>0.000000</td>\n      <td>0.016761</td>\n      <td>15.480164</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.053805</td>\n      <td>-74.772551</td>\n      <td>-0.03402</td>\n      <td>46.360923</td>\n      <td>34.199245</td>\n      <td>44.625250</td>\n      <td>42.430652</td>\n      <td>61.373469</td>\n      <td>50.783694</td>\n    </tr>\n    <tr>\n      <th>9998</th>\n      <td>AMEX:MPTI</td>\n      <td>MPTI</td>\n      <td>M-tron Industries, Inc.</td>\n      <td>21.000000</td>\n      <td>7.990000</td>\n      <td>41.250000</td>\n      <td>0.000000</td>\n      <td>57.142857</td>\n      <td>0.152014</td>\n      <td>22.625735</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-0.016993</td>\n      <td>-14.288878</td>\n      <td>0.10000</td>\n      <td>15.968953</td>\n      <td>28.527973</td>\n      <td>46.972336</td>\n      <td>47.226542</td>\n      <td>49.210414</td>\n      <td>37.874144</td>\n    </tr>\n    <tr>\n      <th>9999</th>\n      <td>NASDAQ:MRM</td>\n      <td>MRM</td>\n      <td>MEDIROM Healthcare Technologies Inc.</td>\n      <td>19.800000</td>\n      <td>4.010100</td>\n      <td>-68.181818</td>\n      <td>0.000000</td>\n      <td>14.285714</td>\n      <td>0.218700</td>\n      <td>16.328872</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>0.342581</td>\n      <td>-12.463751</td>\n      <td>-0.55230</td>\n      <td>33.959075</td>\n      <td>28.495395</td>\n      <td>51.539283</td>\n      <td>44.440279</td>\n      <td>33.307018</td>\n      <td>29.758145</td>\n    </tr>\n  </tbody>\n</table>\n<p>10000 rows × 302 columns</p>\n</div>"
+      "text/plain": "            Symbol   Name                         Description  All Time High  \\\n0      NASDAQ:AAPL   AAPL                          Apple Inc.     198.230000   \n1      NASDAQ:MSFT   MSFT               Microsoft Corporation     366.780000   \n2     NASDAQ:GOOGL  GOOGL                       Alphabet Inc.     151.546575   \n3      NASDAQ:GOOG   GOOG                       Alphabet Inc.     152.100000   \n4      NASDAQ:AMZN   AMZN                    Amazon.com, Inc.     188.653910   \n...            ...    ...                                 ...            ...   \n9995     OTC:FLHLF  FLHLF               Filament Health Corp.       0.368000   \n9996    NASDAQ:ADN    ADN  Advent Technologies Holdings, Inc.      19.210000   \n9997      OTC:DSHK   DSHK                    Drive Shack Inc.       8.060000   \n9998     OTC:DSHKO  DSHKO                    Drive Shack Inc.      27.221500   \n9999     OTC:DSHKN  DSHKN                    Drive Shack Inc.      26.930000   \n\n      All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0         0.049107         132500.430081       100.000000      14.285714   \n1         0.088543         321948.280757       100.000000      35.714286   \n2         2.401327           5117.017791        92.857143      50.000000   \n3        24.312350            363.996017        92.857143      50.000000   \n4         0.065624         103548.029933       100.000000      35.714286   \n...            ...                   ...              ...            ...   \n9995      0.006600            -54.107083        50.000000      14.285714   \n9996      0.400000            -95.819979       100.000000       0.000000   \n9997      0.152500            -93.731971         7.142857      35.714286   \n9998      1.940000            -80.211030         0.000000      57.142857   \n9999      0.905100            -79.800000        14.285714      57.142857   \n\n      Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                   3.218429                       25.653844  ...        -1.0   \n1                   5.679029                       22.120383  ...        -1.0   \n2                   2.389257                       21.655098  ...        -1.0   \n3                   2.365629                       21.492701  ...        -1.0   \n4                   3.419064                       19.421523  ...        -1.0   \n...                      ...                             ...  ...         ...   \n9995                0.013482                       25.370038  ...         1.0   \n9996                0.046857                       33.051227  ...        -1.0   \n9997                0.038504                       33.426293  ...        -1.0   \n9998                0.406500                       23.548556  ...         1.0   \n9999                0.154857                       28.025378  ...         1.0   \n\n      Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                    -3.283856                          -99.336416   \n1                    -7.189782                         -197.323125   \n2                    -1.538637                         -208.082855   \n3                    -1.347657                         -209.895909   \n4                    -5.099797                         -180.562142   \n...                        ...                                 ...   \n9995                 -0.004664                            9.313081   \n9996                 -0.104228                         -116.064926   \n9997                  0.023216                          -21.932262   \n9998                  1.535343                           75.246195   \n9999                  1.488157                           72.487426   \n\n      Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0                 -4.3400                                  30.558611   \n1                -19.6300                                  32.060557   \n2                 -6.7750                                  29.303383   \n3                 -6.6200                                  29.765275   \n4                -15.2500                                  33.377752   \n...                   ...                                        ...   \n9995              -0.0100                                  17.527398   \n9996              -0.0422                                  22.595601   \n9997               0.0011                                  14.324476   \n9998               2.1500                                  30.032327   \n9999               1.5000                                  26.300994   \n\n      Prev. Positive Directional Indicator (14)  \\\n0                                     16.822189   \n1                                     13.887596   \n2                                     16.542888   \n3                                     16.217965   \n4                                     15.461261   \n...                                         ...   \n9995                                  34.754864   \n9996                                  10.191190   \n9997                                  26.092134   \n9998                                  41.007077   \n9999                                  48.871150   \n\n      Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                              38.386676                          33.426894   \n1                              33.743284                          21.535629   \n2                              38.397693                          25.309307   \n3                              38.689675                          25.502243   \n4                              34.513111                          24.389321   \n...                                  ...                                ...   \n9995                           53.042165                          57.262287   \n9996                           29.431115                          25.563017   \n9997                           47.768548                          43.297714   \n9998                           57.368513                          56.195822   \n9999                           59.237800                          59.107357   \n\n      Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                           8.452134                        9.222031  \n1                           9.572082                        8.156310  \n2                          10.520138                       13.047417  \n3                          10.465734                       13.401442  \n4                           6.945989                        7.573618  \n...                              ...                             ...  \n9995                       20.573783                       27.674750  \n9996                       11.628181                       10.178987  \n9997                       33.646515                       30.316861  \n9998                       79.855072                       74.903382  \n9999                       76.172392                       71.144279  \n\n[10000 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132500.430081</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.3400</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321948.280757</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>5.679029</td>\n      <td>22.120383</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-7.189782</td>\n      <td>-197.323125</td>\n      <td>-19.6300</td>\n      <td>32.060557</td>\n      <td>13.887596</td>\n      <td>33.743284</td>\n      <td>21.535629</td>\n      <td>9.572082</td>\n      <td>8.156310</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5117.017791</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.389257</td>\n      <td>21.655098</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1.538637</td>\n      <td>-208.082855</td>\n      <td>-6.7750</td>\n      <td>29.303383</td>\n      <td>16.542888</td>\n      <td>38.397693</td>\n      <td>25.309307</td>\n      <td>10.520138</td>\n      <td>13.047417</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.996017</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.365629</td>\n      <td>21.492701</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-1.347657</td>\n      <td>-209.895909</td>\n      <td>-6.6200</td>\n      <td>29.765275</td>\n      <td>16.217965</td>\n      <td>38.689675</td>\n      <td>25.502243</td>\n      <td>10.465734</td>\n      <td>13.401442</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.419064</td>\n      <td>19.421523</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-5.099797</td>\n      <td>-180.562142</td>\n      <td>-15.2500</td>\n      <td>33.377752</td>\n      <td>15.461261</td>\n      <td>34.513111</td>\n      <td>24.389321</td>\n      <td>6.945989</td>\n      <td>7.573618</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>9995</th>\n      <td>OTC:FLHLF</td>\n      <td>FLHLF</td>\n      <td>Filament Health Corp.</td>\n      <td>0.368000</td>\n      <td>0.006600</td>\n      <td>-54.107083</td>\n      <td>50.000000</td>\n      <td>14.285714</td>\n      <td>0.013482</td>\n      <td>25.370038</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>-0.004664</td>\n      <td>9.313081</td>\n      <td>-0.0100</td>\n      <td>17.527398</td>\n      <td>34.754864</td>\n      <td>53.042165</td>\n      <td>57.262287</td>\n      <td>20.573783</td>\n      <td>27.674750</td>\n    </tr>\n    <tr>\n      <th>9996</th>\n      <td>NASDAQ:ADN</td>\n      <td>ADN</td>\n      <td>Advent Technologies Holdings, Inc.</td>\n      <td>19.210000</td>\n      <td>0.400000</td>\n      <td>-95.819979</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>0.046857</td>\n      <td>33.051227</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.104228</td>\n      <td>-116.064926</td>\n      <td>-0.0422</td>\n      <td>22.595601</td>\n      <td>10.191190</td>\n      <td>29.431115</td>\n      <td>25.563017</td>\n      <td>11.628181</td>\n      <td>10.178987</td>\n    </tr>\n    <tr>\n      <th>9997</th>\n      <td>OTC:DSHK</td>\n      <td>DSHK</td>\n      <td>Drive Shack Inc.</td>\n      <td>8.060000</td>\n      <td>0.152500</td>\n      <td>-93.731971</td>\n      <td>7.142857</td>\n      <td>35.714286</td>\n      <td>0.038504</td>\n      <td>33.426293</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>0.023216</td>\n      <td>-21.932262</td>\n      <td>0.0011</td>\n      <td>14.324476</td>\n      <td>26.092134</td>\n      <td>47.768548</td>\n      <td>43.297714</td>\n      <td>33.646515</td>\n      <td>30.316861</td>\n    </tr>\n    <tr>\n      <th>9998</th>\n      <td>OTC:DSHKO</td>\n      <td>DSHKO</td>\n      <td>Drive Shack Inc.</td>\n      <td>27.221500</td>\n      <td>1.940000</td>\n      <td>-80.211030</td>\n      <td>0.000000</td>\n      <td>57.142857</td>\n      <td>0.406500</td>\n      <td>23.548556</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>1.535343</td>\n      <td>75.246195</td>\n      <td>2.1500</td>\n      <td>30.032327</td>\n      <td>41.007077</td>\n      <td>57.368513</td>\n      <td>56.195822</td>\n      <td>79.855072</td>\n      <td>74.903382</td>\n    </tr>\n    <tr>\n      <th>9999</th>\n      <td>OTC:DSHKN</td>\n      <td>DSHKN</td>\n      <td>Drive Shack Inc.</td>\n      <td>26.930000</td>\n      <td>0.905100</td>\n      <td>-79.800000</td>\n      <td>14.285714</td>\n      <td>57.142857</td>\n      <td>0.154857</td>\n      <td>28.025378</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>1.488157</td>\n      <td>72.487426</td>\n      <td>1.5000</td>\n      <td>26.300994</td>\n      <td>48.871150</td>\n      <td>59.237800</td>\n      <td>59.107357</td>\n      <td>76.172392</td>\n      <td>71.144279</td>\n    </tr>\n  </tbody>\n</table>\n<p>10000 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 5,
      "metadata": {},
@@ -178,8 +177,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:44:03.551784888Z",
-     "start_time": "2023-08-10T12:43:57.945985777Z"
+     "end_time": "2023-09-27T19:35:15.301251Z",
+     "start_time": "2023-09-27T19:35:02.333982500Z"
     }
    },
    "id": "47a993423929c7bb"
@@ -200,8 +199,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "      Symbol   Name Description  All Time High  All Time Low  \\\n0  OTC:FNMAP  FNMAP  Fannie Mae       51.37500         0.200   \n1  OTC:FNMAT  FNMAT  Fannie Mae       26.10001         0.150   \n2  OTC:FNMAO  FNMAO  Fannie Mae       50.75000         0.301   \n3   OTC:FNMA   FNMA  Fannie Mae       89.37500         0.185   \n4  OTC:FNMFM  FNMFM  Fannie Mae       28.10001         0.010   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0            -94.413965        35.714286      28.571429   \n1            -91.769380       100.000000       7.142857   \n2            -94.430000       100.000000      21.428571   \n3            -53.016610        21.428571      57.142857   \n4            343.076923        28.571429      85.714286   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                0.087143                       19.825800  ...        -1.0   \n1                0.143929                       19.693646  ...        -1.0   \n2                0.080886                       21.982378  ...        -1.0   \n3                0.020150                       48.615501  ...        -1.0   \n4                0.042143                       17.925291  ...         1.0   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                  0.149169                           23.308273   \n1                 -0.043156                         -111.447411   \n2                  0.083553                          -10.588738   \n3                  0.011775                           33.860057   \n4                  0.266206                          112.363228   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0             -0.12000                                  30.629596   \n1             -0.10000                                  10.093238   \n2              0.00000                                  30.023823   \n3              0.00476                                   7.088322   \n4              1.02000                                  34.418596   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  24.724662   \n1                                  11.548222   \n2                                  26.128366   \n3                                  31.635059   \n4                                  48.629829   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           54.388115                          53.701948   \n1                           52.336771                          41.507402   \n2                           53.343557                          51.317855   \n3                           52.050546                          51.287504   \n4                           56.787202                          68.158342   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       47.482993                       46.258503  \n1                       48.148148                       50.000000  \n2                       57.298475                       61.437908  \n3                       16.282882                       16.965577  \n4                       98.798799                       97.297297  \n\n[5 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>OTC:FNMAP</td>\n      <td>FNMAP</td>\n      <td>Fannie Mae</td>\n      <td>51.37500</td>\n      <td>0.200</td>\n      <td>-94.413965</td>\n      <td>35.714286</td>\n      <td>28.571429</td>\n      <td>0.087143</td>\n      <td>19.825800</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>0.149169</td>\n      <td>23.308273</td>\n      <td>-0.12000</td>\n      <td>30.629596</td>\n      <td>24.724662</td>\n      <td>54.388115</td>\n      <td>53.701948</td>\n      <td>47.482993</td>\n      <td>46.258503</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>OTC:FNMAT</td>\n      <td>FNMAT</td>\n      <td>Fannie Mae</td>\n      <td>26.10001</td>\n      <td>0.150</td>\n      <td>-91.769380</td>\n      <td>100.000000</td>\n      <td>7.142857</td>\n      <td>0.143929</td>\n      <td>19.693646</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>-0.043156</td>\n      <td>-111.447411</td>\n      <td>-0.10000</td>\n      <td>10.093238</td>\n      <td>11.548222</td>\n      <td>52.336771</td>\n      <td>41.507402</td>\n      <td>48.148148</td>\n      <td>50.000000</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>OTC:FNMAO</td>\n      <td>FNMAO</td>\n      <td>Fannie Mae</td>\n      <td>50.75000</td>\n      <td>0.301</td>\n      <td>-94.430000</td>\n      <td>100.000000</td>\n      <td>21.428571</td>\n      <td>0.080886</td>\n      <td>21.982378</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>0.083553</td>\n      <td>-10.588738</td>\n      <td>0.00000</td>\n      <td>30.023823</td>\n      <td>26.128366</td>\n      <td>53.343557</td>\n      <td>51.317855</td>\n      <td>57.298475</td>\n      <td>61.437908</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>OTC:FNMA</td>\n      <td>FNMA</td>\n      <td>Fannie Mae</td>\n      <td>89.37500</td>\n      <td>0.185</td>\n      <td>-53.016610</td>\n      <td>21.428571</td>\n      <td>57.142857</td>\n      <td>0.020150</td>\n      <td>48.615501</td>\n      <td>...</td>\n      <td>-1.0</td>\n      <td>0.011775</td>\n      <td>33.860057</td>\n      <td>0.00476</td>\n      <td>7.088322</td>\n      <td>31.635059</td>\n      <td>52.050546</td>\n      <td>51.287504</td>\n      <td>16.282882</td>\n      <td>16.965577</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>OTC:FNMFM</td>\n      <td>FNMFM</td>\n      <td>Fannie Mae</td>\n      <td>28.10001</td>\n      <td>0.010</td>\n      <td>343.076923</td>\n      <td>28.571429</td>\n      <td>85.714286</td>\n      <td>0.042143</td>\n      <td>17.925291</td>\n      <td>...</td>\n      <td>1.0</td>\n      <td>0.266206</td>\n      <td>112.363228</td>\n      <td>1.02000</td>\n      <td>34.418596</td>\n      <td>48.629829</td>\n      <td>56.787202</td>\n      <td>68.158342</td>\n      <td>98.798799</td>\n      <td>97.297297</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 302 columns</p>\n</div>"
+      "text/plain": "      Symbol   Name Description  All Time High  All Time Low  \\\n0  OTC:FNMAH  FNMAH  Fannie Mae       30.13000        0.1300   \n1  OTC:FNMFM  FNMFM  Fannie Mae       28.10001        0.0100   \n2  OTC:FNMAP  FNMAP  Fannie Mae       51.37500        0.2000   \n3  OTC:FNMAG  FNMAG  Fannie Mae       54.50000        0.4245   \n4  OTC:FNMFN  FNMFN  Fannie Mae       24.99000        0.0100   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0            -92.240350        64.285714      14.285714   \n1            378.461538         0.000000      85.714286   \n2            -93.197007         7.142857      64.285714   \n3            -93.213574       100.000000      50.000000   \n4            672.000000        21.428571       0.000000   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                0.055357                        9.991306  ...          -1   \n1                0.024286                       18.346385  ...           1   \n2                0.053857                       19.389708  ...           1   \n3                0.036429                       21.353978  ...          -1   \n4                0.041429                       29.514368  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -0.007279                           42.583321   \n1                  0.412853                          133.780256   \n2                  0.180603                           76.005299   \n3                  0.241993                           39.554172   \n4                  0.159729                           16.808209   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0                 0.13                                  24.998566   \n1                 0.74                                  33.211915   \n2                 0.11                                  28.723862   \n3                 0.09                                  32.593516   \n4                 0.04                                  24.388350   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  26.192926   \n1                                  56.293061   \n2                                  19.920057   \n3                                  41.092865   \n4                                  37.150419   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           52.634089                          54.021445   \n1                           61.768137                          68.687389   \n2                           57.270874                          57.599556   \n3                           57.162054                          52.636127   \n4                           52.794256                          46.140263   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       34.910394                       50.430108  \n1                       86.515339                       88.975446  \n2                       81.159420                       76.328502  \n3                       82.853738                       75.499619  \n4                       43.580551                       38.970399  \n\n[5 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>OTC:FNMAH</td>\n      <td>FNMAH</td>\n      <td>Fannie Mae</td>\n      <td>30.13000</td>\n      <td>0.1300</td>\n      <td>-92.240350</td>\n      <td>64.285714</td>\n      <td>14.285714</td>\n      <td>0.055357</td>\n      <td>9.991306</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-0.007279</td>\n      <td>42.583321</td>\n      <td>0.13</td>\n      <td>24.998566</td>\n      <td>26.192926</td>\n      <td>52.634089</td>\n      <td>54.021445</td>\n      <td>34.910394</td>\n      <td>50.430108</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>OTC:FNMFM</td>\n      <td>FNMFM</td>\n      <td>Fannie Mae</td>\n      <td>28.10001</td>\n      <td>0.0100</td>\n      <td>378.461538</td>\n      <td>0.000000</td>\n      <td>85.714286</td>\n      <td>0.024286</td>\n      <td>18.346385</td>\n      <td>...</td>\n      <td>1</td>\n      <td>0.412853</td>\n      <td>133.780256</td>\n      <td>0.74</td>\n      <td>33.211915</td>\n      <td>56.293061</td>\n      <td>61.768137</td>\n      <td>68.687389</td>\n      <td>86.515339</td>\n      <td>88.975446</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>OTC:FNMAP</td>\n      <td>FNMAP</td>\n      <td>Fannie Mae</td>\n      <td>51.37500</td>\n      <td>0.2000</td>\n      <td>-93.197007</td>\n      <td>7.142857</td>\n      <td>64.285714</td>\n      <td>0.053857</td>\n      <td>19.389708</td>\n      <td>...</td>\n      <td>1</td>\n      <td>0.180603</td>\n      <td>76.005299</td>\n      <td>0.11</td>\n      <td>28.723862</td>\n      <td>19.920057</td>\n      <td>57.270874</td>\n      <td>57.599556</td>\n      <td>81.159420</td>\n      <td>76.328502</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>OTC:FNMAG</td>\n      <td>FNMAG</td>\n      <td>Fannie Mae</td>\n      <td>54.50000</td>\n      <td>0.4245</td>\n      <td>-93.213574</td>\n      <td>100.000000</td>\n      <td>50.000000</td>\n      <td>0.036429</td>\n      <td>21.353978</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.241993</td>\n      <td>39.554172</td>\n      <td>0.09</td>\n      <td>32.593516</td>\n      <td>41.092865</td>\n      <td>57.162054</td>\n      <td>52.636127</td>\n      <td>82.853738</td>\n      <td>75.499619</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>OTC:FNMFN</td>\n      <td>FNMFN</td>\n      <td>Fannie Mae</td>\n      <td>24.99000</td>\n      <td>0.0100</td>\n      <td>672.000000</td>\n      <td>21.428571</td>\n      <td>0.000000</td>\n      <td>0.041429</td>\n      <td>29.514368</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.159729</td>\n      <td>16.808209</td>\n      <td>0.04</td>\n      <td>24.388350</td>\n      <td>37.150419</td>\n      <td>52.794256</td>\n      <td>46.140263</td>\n      <td>43.580551</td>\n      <td>38.970399</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 6,
      "metadata": {},
@@ -218,8 +217,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:44:04.382102553Z",
-     "start_time": "2023-08-10T12:44:03.552409086Z"
+     "end_time": "2023-09-27T19:35:16.625331200Z",
+     "start_time": "2023-09-27T19:35:15.300251100Z"
     }
    },
    "id": "293d3c14f5cf6b4f"
@@ -250,8 +249,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "       Symbol    Name         Description  All Time High  All Time Low  \\\n0  KRX:005930  005930        SAMSUNG ELEC      96800.000      261.7141   \n1  KRX:005935  005935     SAMSUNGELEC(1P)      86800.000     4200.0000   \n2  KRX:373220  373220  LG ENERGY SOLUTION     629000.000   352000.0000   \n3  KRX:000660  000660            SK HYNIX     150500.000     5030.0000   \n4  KRX:207940  207940   SAMSUNG BIOLOGICS    1036002.312   124181.7480   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0          21383.422080        85.714286      35.714286   \n1           1234.123223        85.714286       0.000000   \n2             -6.867672        78.571429      21.428571   \n3           1640.088106        21.428571      35.714286   \n4            500.380471        21.428571      71.428571   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0             1485.714286                       20.935984  ...          -1   \n1             1064.285714                       24.026038  ...          -1   \n2            23785.714286                       12.497448  ...          -1   \n3             4592.857143                       22.356018  ...          -1   \n4            21214.285714                       21.016305  ...           1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0              -2428.823529                          -93.821720   \n1              -2132.647059                         -104.922820   \n2             -18767.647059                          -37.177064   \n3               3166.176471                           -8.764631   \n4              42379.411765                           83.800826   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               -900.0                                  25.787872   \n1               -600.0                                  27.613998   \n2             -27000.0                                  24.617283   \n3               5500.0                                  19.230774   \n4              71000.0                                  15.715437   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  15.463812   \n1                                  13.523388   \n2                                  21.691936   \n3                                  26.674162   \n4                                  26.036898   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           43.896063                          44.229610   \n1                           41.589914                          42.427225   \n2                           50.135902                          54.313322   \n3                           51.185101                          45.612159   \n4                           59.024928                          61.287250   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       12.254827                       17.102564  \n1                       11.358859                       15.743243  \n2                        9.784952                       16.510903  \n3                       50.156937                       47.269303  \n4                       82.810635                       81.099656  \n\n[5 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>KRX:005930</td>\n      <td>005930</td>\n      <td>SAMSUNG ELEC</td>\n      <td>96800.000</td>\n      <td>261.7141</td>\n      <td>21383.422080</td>\n      <td>85.714286</td>\n      <td>35.714286</td>\n      <td>1485.714286</td>\n      <td>20.935984</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-2428.823529</td>\n      <td>-93.821720</td>\n      <td>-900.0</td>\n      <td>25.787872</td>\n      <td>15.463812</td>\n      <td>43.896063</td>\n      <td>44.229610</td>\n      <td>12.254827</td>\n      <td>17.102564</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>KRX:005935</td>\n      <td>005935</td>\n      <td>SAMSUNGELEC(1P)</td>\n      <td>86800.000</td>\n      <td>4200.0000</td>\n      <td>1234.123223</td>\n      <td>85.714286</td>\n      <td>0.000000</td>\n      <td>1064.285714</td>\n      <td>24.026038</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-2132.647059</td>\n      <td>-104.922820</td>\n      <td>-600.0</td>\n      <td>27.613998</td>\n      <td>13.523388</td>\n      <td>41.589914</td>\n      <td>42.427225</td>\n      <td>11.358859</td>\n      <td>15.743243</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>KRX:373220</td>\n      <td>373220</td>\n      <td>LG ENERGY SOLUTION</td>\n      <td>629000.000</td>\n      <td>352000.0000</td>\n      <td>-6.867672</td>\n      <td>78.571429</td>\n      <td>21.428571</td>\n      <td>23785.714286</td>\n      <td>12.497448</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-18767.647059</td>\n      <td>-37.177064</td>\n      <td>-27000.0</td>\n      <td>24.617283</td>\n      <td>21.691936</td>\n      <td>50.135902</td>\n      <td>54.313322</td>\n      <td>9.784952</td>\n      <td>16.510903</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>KRX:000660</td>\n      <td>000660</td>\n      <td>SK HYNIX</td>\n      <td>150500.000</td>\n      <td>5030.0000</td>\n      <td>1640.088106</td>\n      <td>21.428571</td>\n      <td>35.714286</td>\n      <td>4592.857143</td>\n      <td>22.356018</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>3166.176471</td>\n      <td>-8.764631</td>\n      <td>5500.0</td>\n      <td>19.230774</td>\n      <td>26.674162</td>\n      <td>51.185101</td>\n      <td>45.612159</td>\n      <td>50.156937</td>\n      <td>47.269303</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>KRX:207940</td>\n      <td>207940</td>\n      <td>SAMSUNG BIOLOGICS</td>\n      <td>1036002.312</td>\n      <td>124181.7480</td>\n      <td>500.380471</td>\n      <td>21.428571</td>\n      <td>71.428571</td>\n      <td>21214.285714</td>\n      <td>21.016305</td>\n      <td>...</td>\n      <td>1</td>\n      <td>42379.411765</td>\n      <td>83.800826</td>\n      <td>71000.0</td>\n      <td>15.715437</td>\n      <td>26.036898</td>\n      <td>59.024928</td>\n      <td>61.287250</td>\n      <td>82.810635</td>\n      <td>81.099656</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 302 columns</p>\n</div>"
+      "text/plain": "       Symbol    Name         Description  All Time High  All Time Low  \\\n0  KRX:005935  005935     SAMSUNGELEC(1P)      86800.000     4200.0000   \n1  KRX:005930  005930        SAMSUNG ELEC      96800.000      261.7141   \n2  KRX:373220  373220  LG ENERGY SOLUTION     629000.000   352000.0000   \n3  KRX:000660  000660            SK HYNIX     150500.000     5030.0000   \n4  KRX:207940  207940   SAMSUNG BIOLOGICS    1036002.312   124181.7480   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0           1191.469194       100.000000      42.857143   \n1          21509.795151       100.000000      42.857143   \n2            -20.184255        85.714286       0.000000   \n3           1584.287812       100.000000      42.857143   \n4            409.799377       100.000000      50.000000   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0              664.285714                       21.596805  ...          -1   \n1             1007.142857                       19.004666  ...          -1   \n2            13928.571429                       25.211939  ...          -1   \n3             3264.285714                       13.237725  ...          -1   \n4            11571.428571                       30.224972  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0               -479.705882                         -140.204271   \n1                402.352941                          -62.556155   \n2             -37326.470588                         -144.600195   \n3              -1561.176471                         -110.213911   \n4             -41385.294118                         -249.452082   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0              -3000.0                                  35.411456   \n1              -1900.0                                  22.650330   \n2             -24000.0                                  33.342449   \n3              -1700.0                                  26.772428   \n4             -43000.0                                  42.480608   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  17.082089   \n1                                  27.850462   \n2                                  12.285689   \n3                                  21.543570   \n4                                  12.538893   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           35.255373                          23.112500   \n1                           44.344478                          36.114217   \n2                           33.080158                          25.800703   \n3                           43.026987                          34.454517   \n4                           22.261590                          10.765980   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        5.854701                        0.000000  \n1                       16.850249                       15.833333  \n2                       15.550591                       19.845761  \n3                       35.153257                       31.321839  \n4                        3.649793                        3.296703  \n\n[5 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>KRX:005935</td>\n      <td>005935</td>\n      <td>SAMSUNGELEC(1P)</td>\n      <td>86800.000</td>\n      <td>4200.0000</td>\n      <td>1191.469194</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>664.285714</td>\n      <td>21.596805</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-479.705882</td>\n      <td>-140.204271</td>\n      <td>-3000.0</td>\n      <td>35.411456</td>\n      <td>17.082089</td>\n      <td>35.255373</td>\n      <td>23.112500</td>\n      <td>5.854701</td>\n      <td>0.000000</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>KRX:005930</td>\n      <td>005930</td>\n      <td>SAMSUNG ELEC</td>\n      <td>96800.000</td>\n      <td>261.7141</td>\n      <td>21509.795151</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>1007.142857</td>\n      <td>19.004666</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>402.352941</td>\n      <td>-62.556155</td>\n      <td>-1900.0</td>\n      <td>22.650330</td>\n      <td>27.850462</td>\n      <td>44.344478</td>\n      <td>36.114217</td>\n      <td>16.850249</td>\n      <td>15.833333</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>KRX:373220</td>\n      <td>373220</td>\n      <td>LG ENERGY SOLUTION</td>\n      <td>629000.000</td>\n      <td>352000.0000</td>\n      <td>-20.184255</td>\n      <td>85.714286</td>\n      <td>0.000000</td>\n      <td>13928.571429</td>\n      <td>25.211939</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-37326.470588</td>\n      <td>-144.600195</td>\n      <td>-24000.0</td>\n      <td>33.342449</td>\n      <td>12.285689</td>\n      <td>33.080158</td>\n      <td>25.800703</td>\n      <td>15.550591</td>\n      <td>19.845761</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>KRX:000660</td>\n      <td>000660</td>\n      <td>SK HYNIX</td>\n      <td>150500.000</td>\n      <td>5030.0000</td>\n      <td>1584.287812</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>3264.285714</td>\n      <td>13.237725</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1561.176471</td>\n      <td>-110.213911</td>\n      <td>-1700.0</td>\n      <td>26.772428</td>\n      <td>21.543570</td>\n      <td>43.026987</td>\n      <td>34.454517</td>\n      <td>35.153257</td>\n      <td>31.321839</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>KRX:207940</td>\n      <td>207940</td>\n      <td>SAMSUNG BIOLOGICS</td>\n      <td>1036002.312</td>\n      <td>124181.7480</td>\n      <td>409.799377</td>\n      <td>100.000000</td>\n      <td>50.000000</td>\n      <td>11571.428571</td>\n      <td>30.224972</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-41385.294118</td>\n      <td>-249.452082</td>\n      <td>-43000.0</td>\n      <td>42.480608</td>\n      <td>12.538893</td>\n      <td>22.261590</td>\n      <td>10.765980</td>\n      <td>3.649793</td>\n      <td>3.296703</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 7,
      "metadata": {},
@@ -259,16 +258,18 @@
     }
    ],
    "source": [
+    "from tvscreener import Market\n",
+    "\n",
     "ss = tvs.StockScreener()\n",
-    "ss.set_markets(StocksMarket.KOREA)\n",
+    "ss.set_markets(Market.KOREA)\n",
     "df = ss.get()\n",
     "df.head()"
    ],
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:44:05.184364784Z",
-     "start_time": "2023-08-10T12:44:04.382821611Z"
+     "end_time": "2023-09-27T19:35:17.743014700Z",
+     "start_time": "2023-09-27T19:35:16.624333300Z"
     }
    },
    "id": "7f6b8ff3f9bf5cf5"
@@ -287,13 +288,13 @@
    ],
    "source": [
     "# List the available stock markets\n",
-    "print(StocksMarket.values())"
+    "print(Market.values())"
    ],
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:44:05.244311759Z",
-     "start_time": "2023-08-10T12:44:05.184599612Z"
+     "end_time": "2023-09-27T19:35:17.771682800Z",
+     "start_time": "2023-09-27T19:35:17.742014500Z"
     }
    },
    "id": "3ed464ea6f5604b1"
@@ -314,8 +315,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "        Symbol  Name            Description  All Time High  All Time Low  \\\n0  NASDAQ:AAPL  AAPL             Apple Inc.     198.230000      0.049107   \n1  NASDAQ:MSFT  MSFT  Microsoft Corporation     366.780000      0.088543   \n2  NASDAQ:NVDA  NVDA     NVIDIA Corporation     480.880000      0.333335   \n3  NASDAQ:TSLA  TSLA            Tesla, Inc.     414.496252      0.998666   \n4     NYSE:LLY   LLY  Eli Lilly and Company     538.000000      2.039063   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0         138733.483965       100.000000      35.714286   \n1         331333.919957       100.000000       0.000000   \n2          97165.841070       100.000000      35.714286   \n3          19020.288316       100.000000       0.000000   \n4          18636.421142        28.571429      92.857143   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.065736                       40.079355  ...          -1   \n1                6.875714                       15.697468  ...          -1   \n2               13.332879                       27.054978  ...          -1   \n3                9.404993                       23.365350  ...          -1   \n4                9.374421                       21.184836  ...           1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -4.720749                         -230.936482   \n1                 -9.388162                         -120.951883   \n2                  5.990850                          -74.360714   \n3                -13.117041                         -127.023557   \n4                  9.112656                          503.933049   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               -13.82                                  37.059393   \n1               -24.93                                  26.356568   \n2               -10.15                                  23.185145   \n3               -15.58                                  30.228938   \n4                64.06                                  10.747826   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  14.543167   \n1                                  20.989642   \n2                                  23.696781   \n3                                  18.500734   \n4                                  55.594458   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           31.992621                          20.309959   \n1                           41.620562                          34.633610   \n2                           51.914409                          43.927989   \n3                           42.849362                          33.497846   \n4                           79.178076                          88.898617   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.336929                        6.651887  \n1                        5.696226                        8.199300  \n2                       30.921040                       35.446541  \n3                       12.583370                       13.486642  \n4                       35.312412                       46.336922  \n\n[5 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.82</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>6.875714</td>\n      <td>15.697468</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-9.388162</td>\n      <td>-120.951883</td>\n      <td>-24.93</td>\n      <td>26.356568</td>\n      <td>20.989642</td>\n      <td>41.620562</td>\n      <td>34.633610</td>\n      <td>5.696226</td>\n      <td>8.199300</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:NVDA</td>\n      <td>NVDA</td>\n      <td>NVIDIA Corporation</td>\n      <td>480.880000</td>\n      <td>0.333335</td>\n      <td>97165.841070</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>13.332879</td>\n      <td>27.054978</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>5.990850</td>\n      <td>-74.360714</td>\n      <td>-10.15</td>\n      <td>23.185145</td>\n      <td>23.696781</td>\n      <td>51.914409</td>\n      <td>43.927989</td>\n      <td>30.921040</td>\n      <td>35.446541</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:TSLA</td>\n      <td>TSLA</td>\n      <td>Tesla, Inc.</td>\n      <td>414.496252</td>\n      <td>0.998666</td>\n      <td>19020.288316</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>9.404993</td>\n      <td>23.365350</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-13.117041</td>\n      <td>-127.023557</td>\n      <td>-15.58</td>\n      <td>30.228938</td>\n      <td>18.500734</td>\n      <td>42.849362</td>\n      <td>33.497846</td>\n      <td>12.583370</td>\n      <td>13.486642</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NYSE:LLY</td>\n      <td>LLY</td>\n      <td>Eli Lilly and Company</td>\n      <td>538.000000</td>\n      <td>2.039063</td>\n      <td>18636.421142</td>\n      <td>28.571429</td>\n      <td>92.857143</td>\n      <td>9.374421</td>\n      <td>21.184836</td>\n      <td>...</td>\n      <td>1</td>\n      <td>9.112656</td>\n      <td>503.933049</td>\n      <td>64.06</td>\n      <td>10.747826</td>\n      <td>55.594458</td>\n      <td>79.178076</td>\n      <td>88.898617</td>\n      <td>35.312412</td>\n      <td>46.336922</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 302 columns</p>\n</div>"
+      "text/plain": "        Symbol   Name                  Description  All Time High  \\\n0  NASDAQ:AAPL   AAPL                   Apple Inc.      198.23000   \n1  NASDAQ:MSFT   MSFT        Microsoft Corporation      366.78000   \n2  NASDAQ:AMZN   AMZN             Amazon.com, Inc.      188.65391   \n3   NYSE:BRK.B  BRK.B  Berkshire Hathaway Inc. New      373.34000   \n4   NYSE:BRK.A  BRK.A      Berkshire Hathaway Inc.   566569.97000   \n\n   All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0      0.049107         132500.430081            100.0      14.285714   \n1      0.088543         321948.280757            100.0      35.714286   \n2      0.065624         103548.029933            100.0      35.714286   \n3     19.800000           1440.258621            100.0      57.142857   \n4    235.000000         221302.072980            100.0      57.142857   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                3.218429                       25.653844  ...          -1   \n1                5.679029                       22.120383  ...          -1   \n2                3.419064                       19.421523  ...          -1   \n3                3.878407                       29.363976  ...          -1   \n4             6706.501429                       32.709754  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -3.283856                          -99.336416   \n1                 -7.189782                         -197.323125   \n2                 -5.099797                         -180.562142   \n3                  2.327891                          -89.373526   \n4               3813.028971                          -84.597110   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0                -4.34                                  30.558611   \n1               -19.63                                  32.060557   \n2               -15.25                                  33.377752   \n3                -8.36                                  21.644631   \n4            -11545.00                                  18.570083   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  16.822189   \n1                                  13.887596   \n2                                  15.461261   \n3                                  19.005636   \n4                                  16.962556   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           38.386676                          33.426894   \n1                           33.743284                          21.535629   \n2                           34.513111                          24.389321   \n3                           45.831744                          33.505549   \n4                           46.101304                          34.029793   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                        8.452134                        9.222031  \n1                        9.572082                        8.156310  \n2                        6.945989                        7.573618  \n3                       22.081326                       15.806692  \n4                       22.185337                       15.383801  \n\n[5 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.23000</td>\n      <td>0.049107</td>\n      <td>132500.430081</td>\n      <td>100.0</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.34</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.78000</td>\n      <td>0.088543</td>\n      <td>321948.280757</td>\n      <td>100.0</td>\n      <td>35.714286</td>\n      <td>5.679029</td>\n      <td>22.120383</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-7.189782</td>\n      <td>-197.323125</td>\n      <td>-19.63</td>\n      <td>32.060557</td>\n      <td>13.887596</td>\n      <td>33.743284</td>\n      <td>21.535629</td>\n      <td>9.572082</td>\n      <td>8.156310</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.65391</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.0</td>\n      <td>35.714286</td>\n      <td>3.419064</td>\n      <td>19.421523</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-5.099797</td>\n      <td>-180.562142</td>\n      <td>-15.25</td>\n      <td>33.377752</td>\n      <td>15.461261</td>\n      <td>34.513111</td>\n      <td>24.389321</td>\n      <td>6.945989</td>\n      <td>7.573618</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NYSE:BRK.B</td>\n      <td>BRK.B</td>\n      <td>Berkshire Hathaway Inc. New</td>\n      <td>373.34000</td>\n      <td>19.800000</td>\n      <td>1440.258621</td>\n      <td>100.0</td>\n      <td>57.142857</td>\n      <td>3.878407</td>\n      <td>29.363976</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>2.327891</td>\n      <td>-89.373526</td>\n      <td>-8.36</td>\n      <td>21.644631</td>\n      <td>19.005636</td>\n      <td>45.831744</td>\n      <td>33.505549</td>\n      <td>22.081326</td>\n      <td>15.806692</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NYSE:BRK.A</td>\n      <td>BRK.A</td>\n      <td>Berkshire Hathaway Inc.</td>\n      <td>566569.97000</td>\n      <td>235.000000</td>\n      <td>221302.072980</td>\n      <td>100.0</td>\n      <td>57.142857</td>\n      <td>6706.501429</td>\n      <td>32.709754</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>3813.028971</td>\n      <td>-84.597110</td>\n      <td>-11545.00</td>\n      <td>18.570083</td>\n      <td>16.962556</td>\n      <td>46.101304</td>\n      <td>34.029793</td>\n      <td>22.185337</td>\n      <td>15.383801</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 9,
      "metadata": {},
@@ -333,8 +334,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:44:05.776472630Z",
-     "start_time": "2023-08-10T12:44:05.231624279Z"
+     "end_time": "2023-09-27T19:35:19.237880800Z",
+     "start_time": "2023-09-27T19:35:17.770680700Z"
     }
    },
    "id": "e6fb33b84475de00"
@@ -355,8 +356,8 @@
    "outputs": [
     {
      "data": {
-      "text/plain": "         Symbol   Name            Description  All Time High  All Time Low  \\\n0   NASDAQ:AAPL   AAPL             Apple Inc.     198.230000      0.049107   \n1   NASDAQ:MSFT   MSFT  Microsoft Corporation     366.780000      0.088543   \n2  NASDAQ:GOOGL  GOOGL          Alphabet Inc.     151.546575      2.401327   \n3   NASDAQ:GOOG   GOOG          Alphabet Inc.     152.100000     24.312350   \n4   NASDAQ:AMZN   AMZN       Amazon.com, Inc.     188.653910      0.065624   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0         138733.483965        35.714286      14.285714   \n1         331333.919957        35.714286      14.285714   \n2           5080.856484        42.857143      14.285714   \n3            359.512111        42.857143      14.285714   \n4         113008.620378        42.857143      14.285714   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                0.849836                       29.248891  ...          -1   \n1                1.551843                       18.427691  ...          -1   \n2                0.737057                       13.315354  ...           1   \n3                0.738307                       13.276180  ...           1   \n4                0.802679                       18.165424  ...           1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                  0.280190                           35.422698   \n1                 -1.196241                           32.359973   \n2                 -0.257365                          -53.128313   \n3                 -0.211257                          -51.509480   \n4                 -1.069162                          -17.286483   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0               0.3385                                  25.689519   \n1               0.4300                                  21.510074   \n2              -0.8600                                  24.340284   \n3              -0.8200                                  23.618319   \n4              -0.2999                                  25.024265   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  23.371629   \n1                                  19.455621   \n2                                  22.185998   \n3                                  22.343815   \n4                                  20.640663   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           48.619925                          58.448403   \n1                           47.732551                          55.856536   \n2                           48.844697                          47.881114   \n3                           49.035066                          47.880517   \n4                           48.847059                          52.964765   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       51.449546                       54.889456  \n1                       59.956656                       62.486868  \n2                       54.586988                       53.618421  \n3                       56.999813                       55.567173  \n4                       48.959282                       53.830228  \n\n[5 rows x 303 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>35.714286</td>\n      <td>14.285714</td>\n      <td>0.849836</td>\n      <td>29.248891</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.280190</td>\n      <td>35.422698</td>\n      <td>0.3385</td>\n      <td>25.689519</td>\n      <td>23.371629</td>\n      <td>48.619925</td>\n      <td>58.448403</td>\n      <td>51.449546</td>\n      <td>54.889456</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>35.714286</td>\n      <td>14.285714</td>\n      <td>1.551843</td>\n      <td>18.427691</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.196241</td>\n      <td>32.359973</td>\n      <td>0.4300</td>\n      <td>21.510074</td>\n      <td>19.455621</td>\n      <td>47.732551</td>\n      <td>55.856536</td>\n      <td>59.956656</td>\n      <td>62.486868</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>42.857143</td>\n      <td>14.285714</td>\n      <td>0.737057</td>\n      <td>13.315354</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-0.257365</td>\n      <td>-53.128313</td>\n      <td>-0.8600</td>\n      <td>24.340284</td>\n      <td>22.185998</td>\n      <td>48.844697</td>\n      <td>47.881114</td>\n      <td>54.586988</td>\n      <td>53.618421</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>42.857143</td>\n      <td>14.285714</td>\n      <td>0.738307</td>\n      <td>13.276180</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-0.211257</td>\n      <td>-51.509480</td>\n      <td>-0.8200</td>\n      <td>23.618319</td>\n      <td>22.343815</td>\n      <td>49.035066</td>\n      <td>47.880517</td>\n      <td>56.999813</td>\n      <td>55.567173</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>42.857143</td>\n      <td>14.285714</td>\n      <td>0.802679</td>\n      <td>18.165424</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-1.069162</td>\n      <td>-17.286483</td>\n      <td>-0.2999</td>\n      <td>25.024265</td>\n      <td>20.640663</td>\n      <td>48.847059</td>\n      <td>52.964765</td>\n      <td>48.959282</td>\n      <td>53.830228</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 303 columns</p>\n</div>"
+      "text/plain": "         Symbol   Name            Description  All Time High  All Time Low  \\\n0   NASDAQ:AAPL   AAPL             Apple Inc.     198.230000      0.049107   \n1   NASDAQ:MSFT   MSFT  Microsoft Corporation     366.780000      0.088543   \n2  NASDAQ:GOOGL  GOOGL          Alphabet Inc.     151.546575      2.401327   \n3   NASDAQ:GOOG   GOOG          Alphabet Inc.     152.100000     24.312350   \n4   NASDAQ:AMZN   AMZN       Amazon.com, Inc.     188.653910      0.065624   \n\n   All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0         132500.430081        78.571429      21.428571   \n1         321948.280757        85.714286     100.000000   \n2           5117.017791         0.000000     100.000000   \n3            363.996017         0.000000     100.000000   \n4         103548.029933        35.714286      21.428571   \n\n   Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                0.884850                       32.330412  ...          -1   \n1                1.510443                       32.424466  ...          -1   \n2                0.672129                       23.370502  ...          -1   \n3                0.671064                       22.706308  ...          -1   \n4                0.946171                       28.161208  ...          -1   \n\n   Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                 -3.169434                          -60.984578   \n1                 -1.942762                          128.391652   \n2                  0.204082                          125.617471   \n3                  0.126974                          123.005932   \n4                 -2.520996                            7.880685   \n\n   Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0              -1.3100                                  26.869593   \n1               0.5050                                  20.426142   \n2               0.5400                                  16.778925   \n3               0.5213                                  17.099797   \n4              -0.0551                                  21.828222   \n\n   Prev. Positive Directional Indicator (14)  \\\n0                                  16.990798   \n1                                  25.037292   \n2                                  26.303580   \n3                                  25.879135   \n4                                  23.211046   \n\n   Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                           35.223733                          41.031392   \n1                           51.288938                          63.574234   \n2                           59.081409                          70.894576   \n3                           58.345686                          70.375011   \n4                           45.499397                          60.063410   \n\n   Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                       13.802653                       22.138680  \n1                       25.681799                       41.732904  \n2                       68.415998                       73.800467  \n3                       69.050396                       74.322041  \n4                       31.106827                       43.381095  \n\n[5 rows x 303 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132500.430081</td>\n      <td>78.571429</td>\n      <td>21.428571</td>\n      <td>0.884850</td>\n      <td>32.330412</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-3.169434</td>\n      <td>-60.984578</td>\n      <td>-1.3100</td>\n      <td>26.869593</td>\n      <td>16.990798</td>\n      <td>35.223733</td>\n      <td>41.031392</td>\n      <td>13.802653</td>\n      <td>22.138680</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321948.280757</td>\n      <td>85.714286</td>\n      <td>100.000000</td>\n      <td>1.510443</td>\n      <td>32.424466</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.942762</td>\n      <td>128.391652</td>\n      <td>0.5050</td>\n      <td>20.426142</td>\n      <td>25.037292</td>\n      <td>51.288938</td>\n      <td>63.574234</td>\n      <td>25.681799</td>\n      <td>41.732904</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5117.017791</td>\n      <td>0.000000</td>\n      <td>100.000000</td>\n      <td>0.672129</td>\n      <td>23.370502</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.204082</td>\n      <td>125.617471</td>\n      <td>0.5400</td>\n      <td>16.778925</td>\n      <td>26.303580</td>\n      <td>59.081409</td>\n      <td>70.894576</td>\n      <td>68.415998</td>\n      <td>73.800467</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.996017</td>\n      <td>0.000000</td>\n      <td>100.000000</td>\n      <td>0.671064</td>\n      <td>22.706308</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>0.126974</td>\n      <td>123.005932</td>\n      <td>0.5213</td>\n      <td>17.099797</td>\n      <td>25.879135</td>\n      <td>58.345686</td>\n      <td>70.375011</td>\n      <td>69.050396</td>\n      <td>74.322041</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>35.714286</td>\n      <td>21.428571</td>\n      <td>0.946171</td>\n      <td>28.161208</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-2.520996</td>\n      <td>7.880685</td>\n      <td>-0.0551</td>\n      <td>21.828222</td>\n      <td>23.211046</td>\n      <td>45.499397</td>\n      <td>60.063410</td>\n      <td>31.106827</td>\n      <td>43.381095</td>\n    </tr>\n  </tbody>\n</table>\n<p>5 rows × 303 columns</p>\n</div>"
      },
      "execution_count": 10,
      "metadata": {},
@@ -371,8 +372,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:44:06.735872939Z",
-     "start_time": "2023-08-10T12:44:05.777515298Z"
+     "end_time": "2023-09-27T19:35:21.659659500Z",
+     "start_time": "2023-09-27T19:35:19.236879900Z"
     }
    },
    "id": "8864827cc8cc60d8"
@@ -727,8 +728,8 @@
     },
     {
      "data": {
-      "text/plain": "           Symbol   Name                  Description  All Time High  \\\n0     NASDAQ:AAPL   AAPL                   Apple Inc.     198.230000   \n1     NASDAQ:MSFT   MSFT        Microsoft Corporation     366.780000   \n2    NASDAQ:GOOGL  GOOGL                Alphabet Inc.     151.546575   \n3     NASDAQ:GOOG   GOOG                Alphabet Inc.     152.100000   \n4     NASDAQ:AMZN   AMZN             Amazon.com, Inc.     188.653910   \n..            ...    ...                          ...            ...   \n145   NASDAQ:INTU   INTU                  Intuit Inc.     716.860000   \n146   NASDAQ:AMGN   AMGN                   Amgen Inc.     296.670000   \n147       NYSE:VZ     VZ  Verizon Communications Inc.      63.997594   \n148    NASDAQ:SNY    SNY                       Sanofi      58.100000   \n149       NYSE:RY     RY         Royal Bank Of Canada     119.410000   \n\n     All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0        0.049107         138733.483965       100.000000      35.714286   \n1        0.088543         331333.919957       100.000000       0.000000   \n2        2.401327           5080.856484         0.000000      42.857143   \n3       24.312350            359.512111         0.000000      42.857143   \n4        0.065624         113008.620378        28.571429      78.571429   \n..            ...                   ...              ...            ...   \n145      1.999980          21574.396198        14.285714      50.000000   \n146      0.078124          75339.203833        71.428571      92.857143   \n147      7.481733            304.524991        85.714286      21.428571   \n148     22.530000             74.491803        71.428571       7.142857   \n149      5.125000           1551.826087        92.857143      14.285714   \n\n     Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                  3.065736                       40.079355  ...          -1   \n1                  6.875714                       15.697468  ...          -1   \n2                  2.576786                       21.021282  ...           1   \n3                  2.574643                       19.905580  ...           1   \n4                  3.053221                       21.411278  ...           1   \n..                      ...                             ...  ...         ...   \n145                9.613214                       28.226034  ...          -1   \n146                4.704136                       28.098042  ...           1   \n147                0.682857                       31.898218  ...          -1   \n148                0.646371                       16.601899  ...           1   \n149                1.079286                       20.007005  ...          -1   \n\n     Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                   -4.720749                         -230.936482   \n1                   -9.388162                         -120.951883   \n2                    5.906360                           72.958312   \n3                    5.743768                           74.928140   \n4                    4.556238                          149.672333   \n..                        ...                                 ...   \n145                 20.316662                           18.746156   \n146                 11.973362                          329.869005   \n147                 -1.869425                         -104.652281   \n148                 -1.330594                          -33.354018   \n149                 -0.498243                         -153.194506   \n\n     Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0                 -13.82                                  37.059393   \n1                 -24.93                                  26.356568   \n2                   9.19                                  17.483541   \n3                   9.05                                  17.902277   \n4                  10.81                                  19.321047   \n..                   ...                                        ...   \n145                 4.34                                  20.374244   \n146                25.49                                  11.895949   \n147                -1.67                                  31.145517   \n148                -1.11                                  42.701596   \n149                -3.70                                  32.276024   \n\n     Prev. Positive Directional Indicator (14)  \\\n0                                    14.543167   \n1                                    20.989642   \n2                                    27.917242   \n3                                    27.931277   \n4                                    35.171936   \n..                                         ...   \n145                                  24.277430   \n146                                  50.174659   \n147                                  11.878362   \n148                                  32.062266   \n149                                  21.427547   \n\n     Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                             31.992621                          20.309959   \n1                             41.620562                          34.633610   \n2                             63.031565                          66.112989   \n3                             62.822280                          66.262130   \n4                             63.522413                          66.884776   \n..                                  ...                                ...   \n145                           60.301132                          54.781562   \n146                           81.578389                          89.422508   \n147                           35.866167                          29.814110   \n148                           49.575508                          51.734317   \n149                           41.370824                          30.154933   \n\n     Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                          8.336929                        6.651887  \n1                          5.696226                        8.199300  \n2                         71.656644                       78.135739  \n3                         71.754595                       78.572202  \n4                         63.325131                       82.572298  \n..                              ...                             ...  \n145                       51.153791                       53.496338  \n146                       74.237975                       90.550436  \n147                       28.773679                       16.219283  \n148                       30.765170                       42.933333  \n149                       10.526930                       13.909854  \n\n[150 rows x 302 columns]",
-      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>138733.483965</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.065736</td>\n      <td>40.079355</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-4.720749</td>\n      <td>-230.936482</td>\n      <td>-13.82</td>\n      <td>37.059393</td>\n      <td>14.543167</td>\n      <td>31.992621</td>\n      <td>20.309959</td>\n      <td>8.336929</td>\n      <td>6.651887</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>331333.919957</td>\n      <td>100.000000</td>\n      <td>0.000000</td>\n      <td>6.875714</td>\n      <td>15.697468</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-9.388162</td>\n      <td>-120.951883</td>\n      <td>-24.93</td>\n      <td>26.356568</td>\n      <td>20.989642</td>\n      <td>41.620562</td>\n      <td>34.633610</td>\n      <td>5.696226</td>\n      <td>8.199300</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5080.856484</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.576786</td>\n      <td>21.021282</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.906360</td>\n      <td>72.958312</td>\n      <td>9.19</td>\n      <td>17.483541</td>\n      <td>27.917242</td>\n      <td>63.031565</td>\n      <td>66.112989</td>\n      <td>71.656644</td>\n      <td>78.135739</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>359.512111</td>\n      <td>0.000000</td>\n      <td>42.857143</td>\n      <td>2.574643</td>\n      <td>19.905580</td>\n      <td>...</td>\n      <td>1</td>\n      <td>5.743768</td>\n      <td>74.928140</td>\n      <td>9.05</td>\n      <td>17.902277</td>\n      <td>27.931277</td>\n      <td>62.822280</td>\n      <td>66.262130</td>\n      <td>71.754595</td>\n      <td>78.572202</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>113008.620378</td>\n      <td>28.571429</td>\n      <td>78.571429</td>\n      <td>3.053221</td>\n      <td>21.411278</td>\n      <td>...</td>\n      <td>1</td>\n      <td>4.556238</td>\n      <td>149.672333</td>\n      <td>10.81</td>\n      <td>19.321047</td>\n      <td>35.171936</td>\n      <td>63.522413</td>\n      <td>66.884776</td>\n      <td>63.325131</td>\n      <td>82.572298</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>145</th>\n      <td>NASDAQ:INTU</td>\n      <td>INTU</td>\n      <td>Intuit Inc.</td>\n      <td>716.860000</td>\n      <td>1.999980</td>\n      <td>21574.396198</td>\n      <td>14.285714</td>\n      <td>50.000000</td>\n      <td>9.613214</td>\n      <td>28.226034</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>20.316662</td>\n      <td>18.746156</td>\n      <td>4.34</td>\n      <td>20.374244</td>\n      <td>24.277430</td>\n      <td>60.301132</td>\n      <td>54.781562</td>\n      <td>51.153791</td>\n      <td>53.496338</td>\n    </tr>\n    <tr>\n      <th>146</th>\n      <td>NASDAQ:AMGN</td>\n      <td>AMGN</td>\n      <td>Amgen Inc.</td>\n      <td>296.670000</td>\n      <td>0.078124</td>\n      <td>75339.203833</td>\n      <td>71.428571</td>\n      <td>92.857143</td>\n      <td>4.704136</td>\n      <td>28.098042</td>\n      <td>...</td>\n      <td>1</td>\n      <td>11.973362</td>\n      <td>329.869005</td>\n      <td>25.49</td>\n      <td>11.895949</td>\n      <td>50.174659</td>\n      <td>81.578389</td>\n      <td>89.422508</td>\n      <td>74.237975</td>\n      <td>90.550436</td>\n    </tr>\n    <tr>\n      <th>147</th>\n      <td>NYSE:VZ</td>\n      <td>VZ</td>\n      <td>Verizon Communications Inc.</td>\n      <td>63.997594</td>\n      <td>7.481733</td>\n      <td>304.524991</td>\n      <td>85.714286</td>\n      <td>21.428571</td>\n      <td>0.682857</td>\n      <td>31.898218</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.869425</td>\n      <td>-104.652281</td>\n      <td>-1.67</td>\n      <td>31.145517</td>\n      <td>11.878362</td>\n      <td>35.866167</td>\n      <td>29.814110</td>\n      <td>28.773679</td>\n      <td>16.219283</td>\n    </tr>\n    <tr>\n      <th>148</th>\n      <td>NASDAQ:SNY</td>\n      <td>SNY</td>\n      <td>Sanofi</td>\n      <td>58.100000</td>\n      <td>22.530000</td>\n      <td>74.491803</td>\n      <td>71.428571</td>\n      <td>7.142857</td>\n      <td>0.646371</td>\n      <td>16.601899</td>\n      <td>...</td>\n      <td>1</td>\n      <td>-1.330594</td>\n      <td>-33.354018</td>\n      <td>-1.11</td>\n      <td>42.701596</td>\n      <td>32.062266</td>\n      <td>49.575508</td>\n      <td>51.734317</td>\n      <td>30.765170</td>\n      <td>42.933333</td>\n    </tr>\n    <tr>\n      <th>149</th>\n      <td>NYSE:RY</td>\n      <td>RY</td>\n      <td>Royal Bank Of Canada</td>\n      <td>119.410000</td>\n      <td>5.125000</td>\n      <td>1551.826087</td>\n      <td>92.857143</td>\n      <td>14.285714</td>\n      <td>1.079286</td>\n      <td>20.007005</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-0.498243</td>\n      <td>-153.194506</td>\n      <td>-3.70</td>\n      <td>32.276024</td>\n      <td>21.427547</td>\n      <td>41.370824</td>\n      <td>30.154933</td>\n      <td>10.526930</td>\n      <td>13.909854</td>\n    </tr>\n  </tbody>\n</table>\n<p>150 rows × 302 columns</p>\n</div>"
+      "text/plain": "           Symbol   Name                   Description  All Time High  \\\n0     NASDAQ:AAPL   AAPL                    Apple Inc.     198.230000   \n1     NASDAQ:MSFT   MSFT         Microsoft Corporation     366.780000   \n2    NASDAQ:GOOGL  GOOGL                 Alphabet Inc.     151.546575   \n3     NASDAQ:GOOG   GOOG                 Alphabet Inc.     152.100000   \n4     NASDAQ:AMZN   AMZN              Amazon.com, Inc.     188.653910   \n..            ...    ...                           ...            ...   \n145    NASDAQ:HON    HON  Honeywell International Inc.     236.860000   \n146    NASDAQ:PDD    PDD             PDD Holdings Inc.     212.596500   \n147       NYSE:UL     UL                  Unilever PLC      64.840000   \n148      NYSE:UNP    UNP     Union Pacific Corporation     278.940000   \n149      NYSE:NEE    NEE          NextEra Energy, Inc.      93.730000   \n\n     All Time Low  All Time Performance  Aroon Down (14)  Aroon Up (14)  \\\n0        0.049107         132500.430081       100.000000      14.285714   \n1        0.088543         321948.280757       100.000000      35.714286   \n2        2.401327           5117.017791        92.857143      50.000000   \n3       24.312350            363.996017        92.857143      50.000000   \n4        0.065624         103548.029933       100.000000      35.714286   \n..            ...                   ...              ...            ...   \n145      5.920335           1756.993099         0.000000      64.285714   \n146     16.530000            258.301887        71.428571      28.571429   \n147      0.388892           8319.186502       100.000000      64.285714   \n148      0.627748          20904.578020       100.000000      35.714286   \n149      0.843750           2446.882914       100.000000      42.857143   \n\n     Average Day Range (14)  Average Directional Index (14)  ...  Reco. VWMA  \\\n0                  3.218429                       25.653844  ...          -1   \n1                  5.679029                       22.120383  ...          -1   \n2                  2.389257                       21.655098  ...          -1   \n3                  2.365629                       21.492701  ...          -1   \n4                  3.419064                       19.421523  ...          -1   \n..                      ...                             ...  ...         ...   \n145                2.889821                       21.872927  ...          -1   \n146                2.718493                       18.857763  ...          -1   \n147                0.424429                       14.811011  ...          -1   \n148                3.498100                       35.159602  ...          -1   \n149                1.360000                       23.863762  ...          -1   \n\n     Prev. Awesome Oscillator  Prev. Commodity Channel Index (20)  \\\n0                   -3.283856                          -99.336416   \n1                   -7.189782                         -197.323125   \n2                   -1.538637                         -208.082855   \n3                   -1.347657                         -209.895909   \n4                   -5.099797                         -180.562142   \n..                        ...                                 ...   \n145                  2.940596                          -16.888551   \n146                  4.561622                          -81.826747   \n147                 -0.498387                         -184.650285   \n148                 -8.665449                         -147.622431   \n149                 -0.499912                         -142.176883   \n\n     Prev. Momentum (10)  Prev. Negative Directional Indicator (14)  \\\n0                 -4.340                                  30.558611   \n1                -19.630                                  32.060557   \n2                 -6.775                                  29.303383   \n3                 -6.620                                  29.765275   \n4                -15.250                                  33.377752   \n..                   ...                                        ...   \n145               -1.320                                  22.809433   \n146               -4.950                                  25.353865   \n147               -1.040                                  39.235525   \n148               -9.030                                  35.305364   \n149               -2.390                                  26.721117   \n\n     Prev. Positive Directional Indicator (14)  \\\n0                                    16.822189   \n1                                    13.887596   \n2                                    16.542888   \n3                                    16.217965   \n4                                    15.461261   \n..                                         ...   \n145                                  20.791103   \n146                                  25.296198   \n147                                  29.355803   \n148                                  10.833192   \n149                                  16.780491   \n\n     Prev. Relative Strength Index (14)  Prev. Relative Strength Index (7)  \\\n0                             38.386676                          33.426894   \n1                             33.743284                          21.535629   \n2                             38.397693                          25.309307   \n3                             38.689675                          25.502243   \n4                             34.513111                          24.389321   \n..                                  ...                                ...   \n145                           43.978674                          38.237195   \n146                           51.317135                          42.839860   \n147                           32.205082                          21.575090   \n148                           28.402860                          19.803548   \n149                           35.105943                          27.779272   \n\n     Prev. Stochastic %D (14, 3, 3)  Prev. Stochastic %K (14, 3, 3)  \n0                          8.452134                        9.222031  \n1                          9.572082                        8.156310  \n2                         10.520138                       13.047417  \n3                         10.465734                       13.401442  \n4                          6.945989                        7.573618  \n..                              ...                             ...  \n145                       55.459355                       47.715248  \n146                       29.347582                       37.396161  \n147                       28.857293                       13.902054  \n148                       20.535843                       12.301976  \n149                       40.276154                       33.287116  \n\n[150 rows x 302 columns]",
+      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Symbol</th>\n      <th>Name</th>\n      <th>Description</th>\n      <th>All Time High</th>\n      <th>All Time Low</th>\n      <th>All Time Performance</th>\n      <th>Aroon Down (14)</th>\n      <th>Aroon Up (14)</th>\n      <th>Average Day Range (14)</th>\n      <th>Average Directional Index (14)</th>\n      <th>...</th>\n      <th>Reco. VWMA</th>\n      <th>Prev. Awesome Oscillator</th>\n      <th>Prev. Commodity Channel Index (20)</th>\n      <th>Prev. Momentum (10)</th>\n      <th>Prev. Negative Directional Indicator (14)</th>\n      <th>Prev. Positive Directional Indicator (14)</th>\n      <th>Prev. Relative Strength Index (14)</th>\n      <th>Prev. Relative Strength Index (7)</th>\n      <th>Prev. Stochastic %D (14, 3, 3)</th>\n      <th>Prev. Stochastic %K (14, 3, 3)</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>NASDAQ:AAPL</td>\n      <td>AAPL</td>\n      <td>Apple Inc.</td>\n      <td>198.230000</td>\n      <td>0.049107</td>\n      <td>132500.430081</td>\n      <td>100.000000</td>\n      <td>14.285714</td>\n      <td>3.218429</td>\n      <td>25.653844</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-3.283856</td>\n      <td>-99.336416</td>\n      <td>-4.340</td>\n      <td>30.558611</td>\n      <td>16.822189</td>\n      <td>38.386676</td>\n      <td>33.426894</td>\n      <td>8.452134</td>\n      <td>9.222031</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>NASDAQ:MSFT</td>\n      <td>MSFT</td>\n      <td>Microsoft Corporation</td>\n      <td>366.780000</td>\n      <td>0.088543</td>\n      <td>321948.280757</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>5.679029</td>\n      <td>22.120383</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-7.189782</td>\n      <td>-197.323125</td>\n      <td>-19.630</td>\n      <td>32.060557</td>\n      <td>13.887596</td>\n      <td>33.743284</td>\n      <td>21.535629</td>\n      <td>9.572082</td>\n      <td>8.156310</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>NASDAQ:GOOGL</td>\n      <td>GOOGL</td>\n      <td>Alphabet Inc.</td>\n      <td>151.546575</td>\n      <td>2.401327</td>\n      <td>5117.017791</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.389257</td>\n      <td>21.655098</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.538637</td>\n      <td>-208.082855</td>\n      <td>-6.775</td>\n      <td>29.303383</td>\n      <td>16.542888</td>\n      <td>38.397693</td>\n      <td>25.309307</td>\n      <td>10.520138</td>\n      <td>13.047417</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>NASDAQ:GOOG</td>\n      <td>GOOG</td>\n      <td>Alphabet Inc.</td>\n      <td>152.100000</td>\n      <td>24.312350</td>\n      <td>363.996017</td>\n      <td>92.857143</td>\n      <td>50.000000</td>\n      <td>2.365629</td>\n      <td>21.492701</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-1.347657</td>\n      <td>-209.895909</td>\n      <td>-6.620</td>\n      <td>29.765275</td>\n      <td>16.217965</td>\n      <td>38.689675</td>\n      <td>25.502243</td>\n      <td>10.465734</td>\n      <td>13.401442</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>NASDAQ:AMZN</td>\n      <td>AMZN</td>\n      <td>Amazon.com, Inc.</td>\n      <td>188.653910</td>\n      <td>0.065624</td>\n      <td>103548.029933</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.419064</td>\n      <td>19.421523</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-5.099797</td>\n      <td>-180.562142</td>\n      <td>-15.250</td>\n      <td>33.377752</td>\n      <td>15.461261</td>\n      <td>34.513111</td>\n      <td>24.389321</td>\n      <td>6.945989</td>\n      <td>7.573618</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>145</th>\n      <td>NASDAQ:HON</td>\n      <td>HON</td>\n      <td>Honeywell International Inc.</td>\n      <td>236.860000</td>\n      <td>5.920335</td>\n      <td>1756.993099</td>\n      <td>0.000000</td>\n      <td>64.285714</td>\n      <td>2.889821</td>\n      <td>21.872927</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>2.940596</td>\n      <td>-16.888551</td>\n      <td>-1.320</td>\n      <td>22.809433</td>\n      <td>20.791103</td>\n      <td>43.978674</td>\n      <td>38.237195</td>\n      <td>55.459355</td>\n      <td>47.715248</td>\n    </tr>\n    <tr>\n      <th>146</th>\n      <td>NASDAQ:PDD</td>\n      <td>PDD</td>\n      <td>PDD Holdings Inc.</td>\n      <td>212.596500</td>\n      <td>16.530000</td>\n      <td>258.301887</td>\n      <td>71.428571</td>\n      <td>28.571429</td>\n      <td>2.718493</td>\n      <td>18.857763</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>4.561622</td>\n      <td>-81.826747</td>\n      <td>-4.950</td>\n      <td>25.353865</td>\n      <td>25.296198</td>\n      <td>51.317135</td>\n      <td>42.839860</td>\n      <td>29.347582</td>\n      <td>37.396161</td>\n    </tr>\n    <tr>\n      <th>147</th>\n      <td>NYSE:UL</td>\n      <td>UL</td>\n      <td>Unilever PLC</td>\n      <td>64.840000</td>\n      <td>0.388892</td>\n      <td>8319.186502</td>\n      <td>100.000000</td>\n      <td>64.285714</td>\n      <td>0.424429</td>\n      <td>14.811011</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-0.498387</td>\n      <td>-184.650285</td>\n      <td>-1.040</td>\n      <td>39.235525</td>\n      <td>29.355803</td>\n      <td>32.205082</td>\n      <td>21.575090</td>\n      <td>28.857293</td>\n      <td>13.902054</td>\n    </tr>\n    <tr>\n      <th>148</th>\n      <td>NYSE:UNP</td>\n      <td>UNP</td>\n      <td>Union Pacific Corporation</td>\n      <td>278.940000</td>\n      <td>0.627748</td>\n      <td>20904.578020</td>\n      <td>100.000000</td>\n      <td>35.714286</td>\n      <td>3.498100</td>\n      <td>35.159602</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-8.665449</td>\n      <td>-147.622431</td>\n      <td>-9.030</td>\n      <td>35.305364</td>\n      <td>10.833192</td>\n      <td>28.402860</td>\n      <td>19.803548</td>\n      <td>20.535843</td>\n      <td>12.301976</td>\n    </tr>\n    <tr>\n      <th>149</th>\n      <td>NYSE:NEE</td>\n      <td>NEE</td>\n      <td>NextEra Energy, Inc.</td>\n      <td>93.730000</td>\n      <td>0.843750</td>\n      <td>2446.882914</td>\n      <td>100.000000</td>\n      <td>42.857143</td>\n      <td>1.360000</td>\n      <td>23.863762</td>\n      <td>...</td>\n      <td>-1</td>\n      <td>-0.499912</td>\n      <td>-142.176883</td>\n      <td>-2.390</td>\n      <td>26.721117</td>\n      <td>16.780491</td>\n      <td>35.105943</td>\n      <td>27.779272</td>\n      <td>40.276154</td>\n      <td>33.287116</td>\n    </tr>\n  </tbody>\n</table>\n<p>150 rows × 302 columns</p>\n</div>"
      },
      "execution_count": 11,
      "metadata": {},
@@ -744,8 +745,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-08-10T12:44:07.826368015Z",
-     "start_time": "2023-08-10T12:44:06.737340434Z"
+     "end_time": "2023-09-27T19:35:22.941542100Z",
+     "start_time": "2023-09-27T19:35:21.658152400Z"
     }
    },
    "id": "dd428873c1d8f9e9"