""" <img src="https://miro.medium.com/max/1750/1*Gih3c5cZNoOOGO8V21y80w.jpeg"/> <center>Photo by Blake Wisz on Unsplash</center> """ """ # About Competition IEEE-CIS works across a variety of AI and machine learning areas, including deep neural networks, fuzzy systems, evolutionary computation, and swarm intelligence. Today they're partnering with the world’s leading payment service company, Vesta Corporation, seeking the best solutions for fraud prevention. In this competition, you’ll benchmark machine learning models on a challenging large-scale dataset. The data comes from Vesta's real-world e-commerce transactions.Competition file is available [here](https://www.kaggle.com/c/ieee-fraud-detection). """ """ # Load Competition Dataset """ """ Competition dataset located in "/kaggle/input"; This path defined by Kaggle to access the competition file. We will list two files from this path as input files. """ import numpy as np # linear algebra import pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv) import os for dirname, _, filenames in os.walk('/kaggle/input'): for filename in filenames: path=os.path.join(dirname, filename) if 'train' in path: __training_path=path elif 'test' in path: __test_path=path """ ## Input Dataset """ #loaded files print(f'Training path:{__training_path}\nTest path:{__test_path}') # Kaggle Environment Prepration #update kaggle env import sys #you may update the environment that allow you to run the whole code !{sys.executable} -m pip install --upgrade scikit-learn=="0.24.2" #record this information if you need to run the Kernel internally import sklearn; sklearn.show_versions() """ # Exploratory Data Analysis (EDA) ## General Structure IEEE Fraud Detection dataset includes <b>433</b> columns and <b>590540</b> rows. There are <b>3</b> different data types as follows: *int64, float64, object*. """ """ Let's review the dataset description: <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>count</th> <th>mean</th> <th>std</th> <th>min</th> <th>25%</th> <th>50%</th> <th>75%</th> <th>max</th> </tr> </thead> <tbody> <tr> <th>isFraud</th> <td>590540.0</td> <td>3.499001e-02</td> <td>1.837546e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> </tr> <tr> <th>TransactionDT</th> <td>590540.0</td> <td>7.372311e+06</td> <td>4.617224e+06</td> <td>86400.000</td> <td>3.027058e+06</td> <td>7.306528e+06</td> <td>1.124662e+07</td> <td>1.581113e+07</td> </tr> <tr> <th>TransactionAmt</th> <td>590540.0</td> <td>1.350272e+02</td> <td>2.391625e+02</td> <td>0.251</td> <td>4.332100e+01</td> <td>6.876900e+01</td> <td>1.250000e+02</td> <td>3.193739e+04</td> </tr> <tr> <th>card1</th> <td>590540.0</td> <td>9.898735e+03</td> <td>4.901170e+03</td> <td>1000.000</td> <td>6.019000e+03</td> <td>9.678000e+03</td> <td>1.418400e+04</td> <td>1.839600e+04</td> </tr> <tr> <th>card2</th> <td>581607.0</td> <td>3.625555e+02</td> <td>1.577932e+02</td> <td>100.000</td> <td>2.140000e+02</td> <td>3.610000e+02</td> <td>5.120000e+02</td> <td>6.000000e+02</td> </tr> <tr> <th>card3</th> <td>588975.0</td> <td>1.531949e+02</td> <td>1.133644e+01</td> <td>100.000</td> <td>1.500000e+02</td> <td>1.500000e+02</td> <td>1.500000e+02</td> <td>2.310000e+02</td> </tr> <tr> <th>card5</th> <td>586281.0</td> <td>1.992789e+02</td> <td>4.124445e+01</td> <td>100.000</td> <td>1.660000e+02</td> <td>2.260000e+02</td> <td>2.260000e+02</td> <td>2.370000e+02</td> </tr> <tr> <th>addr1</th> <td>524834.0</td> <td>2.907338e+02</td> <td>1.017411e+02</td> <td>100.000</td> <td>2.040000e+02</td> <td>2.990000e+02</td> <td>3.300000e+02</td> <td>5.400000e+02</td> </tr> <tr> <th>addr2</th> <td>524834.0</td> <td>8.680063e+01</td> <td>2.690623e+00</td> <td>10.000</td> <td>8.700000e+01</td> <td>8.700000e+01</td> <td>8.700000e+01</td> <td>1.020000e+02</td> </tr> <tr> <th>dist1</th> <td>238269.0</td> <td>1.185022e+02</td> <td>3.718720e+02</td> <td>0.000</td> <td>3.000000e+00</td> <td>8.000000e+00</td> <td>2.400000e+01</td> <td>1.028600e+04</td> </tr> <tr> <th>dist2</th> <td>37627.0</td> <td>2.318554e+02</td> <td>5.290535e+02</td> <td>0.000</td> <td>7.000000e+00</td> <td>3.700000e+01</td> <td>2.060000e+02</td> <td>1.162300e+04</td> </tr> <tr> <th>C1</th> <td>590540.0</td> <td>1.409246e+01</td> <td>1.335690e+02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> <td>4.685000e+03</td> </tr> <tr> <th>C2</th> <td>590540.0</td> <td>1.526973e+01</td> <td>1.546689e+02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> <td>5.691000e+03</td> </tr> <tr> <th>C3</th> <td>590540.0</td> <td>5.643987e-03</td> <td>1.505356e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.600000e+01</td> </tr> <tr> <th>C4</th> <td>590540.0</td> <td>4.092185e+00</td> <td>6.884846e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.253000e+03</td> </tr> <tr> <th>C5</th> <td>590540.0</td> <td>5.571526e+00</td> <td>2.578698e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>3.490000e+02</td> </tr> <tr> <th>C6</th> <td>590540.0</td> <td>9.071082e+00</td> <td>7.150847e+01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+00</td> <td>2.253000e+03</td> </tr> <tr> <th>C7</th> <td>590540.0</td> <td>2.848478e+00</td> <td>6.172730e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.255000e+03</td> </tr> <tr> <th>C8</th> <td>590540.0</td> <td>5.144574e+00</td> <td>9.537857e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.331000e+03</td> </tr> <tr> <th>C9</th> <td>590540.0</td> <td>4.480240e+00</td> <td>1.667490e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+00</td> <td>2.100000e+02</td> </tr> <tr> <th>C10</th> <td>590540.0</td> <td>5.240343e+00</td> <td>9.558144e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.257000e+03</td> </tr> <tr> <th>C11</th> <td>590540.0</td> <td>1.024152e+01</td> <td>9.433629e+01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+00</td> <td>3.188000e+03</td> </tr> <tr> <th>C12</th> <td>590540.0</td> <td>4.076227e+00</td> <td>8.666622e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.188000e+03</td> </tr> <tr> <th>C13</th> <td>590540.0</td> <td>3.253992e+01</td> <td>1.293648e+02</td> <td>0.000</td> <td>1.000000e+00</td> <td>3.000000e+00</td> <td>1.200000e+01</td> <td>2.918000e+03</td> </tr> <tr> <th>C14</th> <td>590540.0</td> <td>8.295215e+00</td> <td>4.954426e+01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+00</td> <td>1.429000e+03</td> </tr> <tr> <th>D1</th> <td>589271.0</td> <td>9.434757e+01</td> <td>1.576604e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>3.000000e+00</td> <td>1.220000e+02</td> <td>6.400000e+02</td> </tr> <tr> <th>D2</th> <td>309743.0</td> <td>1.695632e+02</td> <td>1.773159e+02</td> <td>0.000</td> <td>2.600000e+01</td> <td>9.700000e+01</td> <td>2.760000e+02</td> <td>6.400000e+02</td> </tr> <tr> <th>D3</th> <td>327662.0</td> <td>2.834335e+01</td> <td>6.238472e+01</td> <td>0.000</td> <td>1.000000e+00</td> <td>8.000000e+00</td> <td>2.700000e+01</td> <td>8.190000e+02</td> </tr> <tr> <th>D4</th> <td>421618.0</td> <td>1.400024e+02</td> <td>1.910968e+02</td> <td>-122.000</td> <td>0.000000e+00</td> <td>2.600000e+01</td> <td>2.530000e+02</td> <td>8.690000e+02</td> </tr> <tr> <th>D5</th> <td>280699.0</td> <td>4.233596e+01</td> <td>8.900014e+01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+01</td> <td>3.200000e+01</td> <td>8.190000e+02</td> </tr> <tr> <th>D6</th> <td>73187.0</td> <td>6.980572e+01</td> <td>1.436693e+02</td> <td>-83.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.000000e+01</td> <td>8.730000e+02</td> </tr> <tr> <th>D7</th> <td>38917.0</td> <td>4.163895e+01</td> <td>9.974326e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.700000e+01</td> <td>8.430000e+02</td> </tr> <tr> <th>D8</th> <td>74926.0</td> <td>1.460581e+02</td> <td>2.316638e+02</td> <td>0.000</td> <td>9.583330e-01</td> <td>3.787500e+01</td> <td>1.879583e+02</td> <td>1.707792e+03</td> </tr> <tr> <th>D9</th> <td>74926.0</td> <td>5.610571e-01</td> <td>3.168796e-01</td> <td>0.000</td> <td>2.083330e-01</td> <td>6.666660e-01</td> <td>8.333330e-01</td> <td>9.583330e-01</td> </tr> <tr> <th>D10</th> <td>514518.0</td> <td>1.239821e+02</td> <td>1.826152e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.500000e+01</td> <td>1.970000e+02</td> <td>8.760000e+02</td> </tr> <tr> <th>D11</th> <td>311253.0</td> <td>1.466215e+02</td> <td>1.860426e+02</td> <td>-53.000</td> <td>0.000000e+00</td> <td>4.300000e+01</td> <td>2.740000e+02</td> <td>6.700000e+02</td> </tr> <tr> <th>D12</th> <td>64717.0</td> <td>5.403753e+01</td> <td>1.242746e+02</td> <td>-83.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.300000e+01</td> <td>6.480000e+02</td> </tr> <tr> <th>D13</th> <td>61952.0</td> <td>1.790129e+01</td> <td>6.761443e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.470000e+02</td> </tr> <tr> <th>D14</th> <td>62187.0</td> <td>5.772444e+01</td> <td>1.363125e+02</td> <td>-193.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.000000e+00</td> <td>8.780000e+02</td> </tr> <tr> <th>D15</th> <td>501427.0</td> <td>1.637446e+02</td> <td>2.027267e+02</td> <td>-83.000</td> <td>0.000000e+00</td> <td>5.200000e+01</td> <td>3.140000e+02</td> <td>8.790000e+02</td> </tr> <tr> <th>V1</th> <td>311253.0</td> <td>9.999454e-01</td> <td>7.390206e-03</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> </tr> <tr> <th>V2</th> <td>311253.0</td> <td>1.045204e+00</td> <td>2.401329e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V3</th> <td>311253.0</td> <td>1.078075e+00</td> <td>3.208898e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V4</th> <td>311253.0</td> <td>8.464561e-01</td> <td>4.400533e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V5</th> <td>311253.0</td> <td>8.769907e-01</td> <td>4.759025e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V6</th> <td>311253.0</td> <td>1.045686e+00</td> <td>2.393849e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V7</th> <td>311253.0</td> <td>1.072870e+00</td> <td>3.047788e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V8</th> <td>311253.0</td> <td>1.027704e+00</td> <td>1.860694e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V9</th> <td>311253.0</td> <td>1.041529e+00</td> <td>2.263387e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V10</th> <td>311253.0</td> <td>4.639152e-01</td> <td>5.215221e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>4.000000e+00</td> </tr> <tr> <th>V11</th> <td>311253.0</td> <td>4.789865e-01</td> <td>5.524308e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V12</th> <td>514467.0</td> <td>5.597113e-01</td> <td>5.105330e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V13</th> <td>514467.0</td> <td>5.991657e-01</td> <td>5.321851e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V14</th> <td>514467.0</td> <td>9.995005e-01</td> <td>2.234497e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> </tr> <tr> <th>V15</th> <td>514467.0</td> <td>1.223422e-01</td> <td>3.324217e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V16</th> <td>514467.0</td> <td>1.234598e-01</td> <td>3.428411e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V17</th> <td>514467.0</td> <td>1.340397e-01</td> <td>3.644565e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V18</th> <td>514467.0</td> <td>1.353634e-01</td> <td>3.717633e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V19</th> <td>514467.0</td> <td>8.163711e-01</td> <td>4.255119e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V20</th> <td>514467.0</td> <td>8.478425e-01</td> <td>4.594506e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V21</th> <td>514467.0</td> <td>1.296837e-01</td> <td>3.390597e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V22</th> <td>514467.0</td> <td>1.322923e-01</td> <td>3.594148e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V23</th> <td>514467.0</td> <td>1.034791e+00</td> <td>2.476806e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V24</th> <td>514467.0</td> <td>1.058097e+00</td> <td>3.054850e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V25</th> <td>514467.0</td> <td>9.776604e-01</td> <td>1.852449e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V26</th> <td>514467.0</td> <td>9.880400e-01</td> <td>2.093021e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V27</th> <td>514467.0</td> <td>7.755599e-04</td> <td>2.859585e-02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.000000e+00</td> </tr> <tr> <th>V28</th> <td>514467.0</td> <td>8.299852e-04</td> <td>3.113276e-02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.000000e+00</td> </tr> <tr> <th>V29</th> <td>514467.0</td> <td>3.878402e-01</td> <td>5.106518e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V30</th> <td>514467.0</td> <td>4.064362e-01</td> <td>5.543107e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V31</th> <td>514467.0</td> <td>1.407612e-01</td> <td>3.557928e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V32</th> <td>514467.0</td> <td>1.424173e-01</td> <td>3.682777e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V33</th> <td>514467.0</td> <td>1.306925e-01</td> <td>3.409002e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V34</th> <td>514467.0</td> <td>1.391537e-01</td> <td>3.575490e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V35</th> <td>421571.0</td> <td>5.425942e-01</td> <td>5.160100e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V36</th> <td>421571.0</td> <td>5.791978e-01</td> <td>5.390387e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V37</th> <td>421571.0</td> <td>1.108065e+00</td> <td>6.905711e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.400000e+01</td> </tr> <tr> <th>V38</th> <td>421571.0</td> <td>1.162400e+00</td> <td>8.589201e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.400000e+01</td> </tr> <tr> <th>V39</th> <td>421571.0</td> <td>1.660764e-01</td> <td>4.519555e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V40</th> <td>421571.0</td> <td>1.771445e-01</td> <td>5.057865e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V41</th> <td>421571.0</td> <td>9.992694e-01</td> <td>2.701978e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> </tr> <tr> <th>V42</th> <td>421571.0</td> <td>1.561184e-01</td> <td>3.828959e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V43</th> <td>421571.0</td> <td>1.689419e-01</td> <td>4.333588e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V44</th> <td>421571.0</td> <td>1.083891e+00</td> <td>6.391433e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.800000e+01</td> </tr> <tr> <th>V45</th> <td>421571.0</td> <td>1.120779e+00</td> <td>7.297735e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.800000e+01</td> </tr> <tr> <th>V46</th> <td>421571.0</td> <td>1.022286e+00</td> <td>1.667189e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V47</th> <td>421571.0</td> <td>1.038515e+00</td> <td>2.318621e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.200000e+01</td> </tr> <tr> <th>V48</th> <td>421571.0</td> <td>3.831739e-01</td> <td>5.081890e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V49</th> <td>421571.0</td> <td>3.977242e-01</td> <td>5.426537e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V50</th> <td>421571.0</td> <td>1.647457e-01</td> <td>3.739954e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V51</th> <td>421571.0</td> <td>1.705786e-01</td> <td>4.038989e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V52</th> <td>421571.0</td> <td>1.826952e-01</td> <td>4.390016e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.200000e+01</td> </tr> <tr> <th>V53</th> <td>513444.0</td> <td>5.775859e-01</td> <td>5.115705e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V54</th> <td>513444.0</td> <td>6.199819e-01</td> <td>5.346348e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V55</th> <td>513444.0</td> <td>1.067670e+00</td> <td>3.913637e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.700000e+01</td> </tr> <tr> <th>V56</th> <td>513444.0</td> <td>1.120979e+00</td> <td>6.611285e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.100000e+01</td> </tr> <tr> <th>V57</th> <td>513444.0</td> <td>1.283119e-01</td> <td>3.490943e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V58</th> <td>513444.0</td> <td>1.324526e-01</td> <td>3.729073e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+01</td> </tr> <tr> <th>V59</th> <td>513444.0</td> <td>1.344334e-01</td> <td>3.792913e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+01</td> </tr> <tr> <th>V60</th> <td>513444.0</td> <td>1.425375e-01</td> <td>4.182296e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+01</td> </tr> <tr> <th>V61</th> <td>513444.0</td> <td>8.297847e-01</td> <td>4.366169e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V62</th> <td>513444.0</td> <td>8.675630e-01</td> <td>4.838034e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+01</td> </tr> <tr> <th>V63</th> <td>513444.0</td> <td>1.307426e-01</td> <td>3.552625e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V64</th> <td>513444.0</td> <td>1.418246e-01</td> <td>4.061573e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V65</th> <td>513444.0</td> <td>9.996631e-01</td> <td>1.835286e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> </tr> <tr> <th>V66</th> <td>513444.0</td> <td>9.810379e-01</td> <td>2.162352e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V67</th> <td>513444.0</td> <td>9.981205e-01</td> <td>2.459116e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V68</th> <td>513444.0</td> <td>5.336512e-04</td> <td>2.375983e-02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.000000e+00</td> </tr> <tr> <th>V69</th> <td>513444.0</td> <td>3.902003e-01</td> <td>5.136955e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V70</th> <td>513444.0</td> <td>4.079237e-01</td> <td>5.544992e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V71</th> <td>513444.0</td> <td>1.406385e-01</td> <td>3.643031e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V72</th> <td>513444.0</td> <td>1.451239e-01</td> <td>3.892119e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+01</td> </tr> <tr> <th>V73</th> <td>513444.0</td> <td>1.399822e-01</td> <td>3.670980e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V74</th> <td>513444.0</td> <td>1.521471e-01</td> <td>3.932741e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V75</th> <td>501376.0</td> <td>5.442781e-01</td> <td>5.143176e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.000000e+00</td> </tr> <tr> <th>V76</th> <td>501376.0</td> <td>5.875570e-01</td> <td>5.382304e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V77</th> <td>501376.0</td> <td>1.086893e+00</td> <td>5.329575e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+01</td> </tr> <tr> <th>V78</th> <td>501376.0</td> <td>1.144462e+00</td> <td>7.814741e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.100000e+01</td> </tr> <tr> <th>V79</th> <td>501376.0</td> <td>1.368673e-01</td> <td>3.799038e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V80</th> <td>501376.0</td> <td>1.439538e-01</td> <td>4.099319e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.900000e+01</td> </tr> <tr> <th>V81</th> <td>501376.0</td> <td>1.526958e-01</td> <td>4.522978e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.900000e+01</td> </tr> <tr> <th>V82</th> <td>501376.0</td> <td>8.446096e-01</td> <td>4.225286e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V83</th> <td>501376.0</td> <td>8.819648e-01</td> <td>4.707568e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V84</th> <td>501376.0</td> <td>1.371446e-01</td> <td>3.618750e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V85</th> <td>501376.0</td> <td>1.497878e-01</td> <td>4.194449e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V86</th> <td>501376.0</td> <td>1.064885e+00</td> <td>4.198067e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+01</td> </tr> <tr> <th>V87</th> <td>501376.0</td> <td>1.099456e+00</td> <td>5.112811e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+01</td> </tr> <tr> <th>V88</th> <td>501376.0</td> <td>9.992461e-01</td> <td>2.744737e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> </tr> <tr> <th>V89</th> <td>501376.0</td> <td>9.015190e-04</td> <td>3.194337e-02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.000000e+00</td> </tr> <tr> <th>V90</th> <td>501376.0</td> <td>4.018621e-01</td> <td>5.161529e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V91</th> <td>501376.0</td> <td>4.204609e-01</td> <td>5.618647e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V92</th> <td>501376.0</td> <td>1.503223e-01</td> <td>3.756819e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V93</th> <td>501376.0</td> <td>1.548120e-01</td> <td>4.023136e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V94</th> <td>501376.0</td> <td>1.370070e-01</td> <td>3.438782e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.000000e+00</td> </tr> <tr> <th>V95</th> <td>590226.0</td> <td>1.038019e+00</td> <td>2.103430e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.800000e+02</td> </tr> <tr> <th>V96</th> <td>590226.0</td> <td>3.005190e+00</td> <td>4.023949e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.410000e+03</td> </tr> <tr> <th>V97</th> <td>590226.0</td> <td>1.718933e+00</td> <td>2.770045e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.760000e+02</td> </tr> <tr> <th>V98</th> <td>590226.0</td> <td>6.198473e-02</td> <td>2.849948e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.200000e+01</td> </tr> <tr> <th>V99</th> <td>590226.0</td> <td>8.949860e-01</td> <td>2.722552e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>8.800000e+01</td> </tr> <tr> <th>V100</th> <td>590226.0</td> <td>2.735037e-01</td> <td>9.471757e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.800000e+01</td> </tr> <tr> <th>V101</th> <td>590226.0</td> <td>8.892492e-01</td> <td>2.058257e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.690000e+02</td> </tr> <tr> <th>V102</th> <td>590226.0</td> <td>1.827229e+00</td> <td>3.592846e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.285000e+03</td> </tr> <tr> <th>V103</th> <td>590226.0</td> <td>1.279288e+00</td> <td>2.568564e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.280000e+02</td> </tr> <tr> <th>V104</th> <td>590226.0</td> <td>8.543338e-02</td> <td>6.487176e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V105</th> <td>590226.0</td> <td>2.811448e-01</td> <td>3.373948e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.900000e+01</td> </tr> <tr> <th>V106</th> <td>590226.0</td> <td>1.645844e-01</td> <td>1.825665e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.500000e+01</td> </tr> <tr> <th>V107</th> <td>590226.0</td> <td>9.995798e-01</td> <td>2.049396e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> </tr> <tr> <th>V108</th> <td>590226.0</td> <td>1.004613e+00</td> <td>8.114599e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V109</th> <td>590226.0</td> <td>1.014816e+00</td> <td>1.277694e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V110</th> <td>590226.0</td> <td>1.007739e+00</td> <td>9.728968e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V111</th> <td>590226.0</td> <td>1.002563e+00</td> <td>7.083034e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V112</th> <td>590226.0</td> <td>1.005356e+00</td> <td>8.461738e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V113</th> <td>590226.0</td> <td>1.003383e+00</td> <td>7.475367e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V114</th> <td>590226.0</td> <td>1.009298e+00</td> <td>1.101789e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V115</th> <td>590226.0</td> <td>1.032450e+00</td> <td>1.903846e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V116</th> <td>590226.0</td> <td>1.015738e+00</td> <td>1.367703e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+00</td> </tr> <tr> <th>V117</th> <td>590226.0</td> <td>1.000391e+00</td> <td>3.523842e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V118</th> <td>590226.0</td> <td>1.001474e+00</td> <td>4.101135e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V119</th> <td>590226.0</td> <td>1.000729e+00</td> <td>3.639214e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V120</th> <td>590226.0</td> <td>1.000874e+00</td> <td>4.168400e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V121</th> <td>590226.0</td> <td>1.004276e+00</td> <td>6.709712e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V122</th> <td>590226.0</td> <td>1.001759e+00</td> <td>4.863636e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+00</td> </tr> <tr> <th>V123</th> <td>590226.0</td> <td>1.031120e+00</td> <td>2.281342e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V124</th> <td>590226.0</td> <td>1.092975e+00</td> <td>3.741033e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V125</th> <td>590226.0</td> <td>1.050415e+00</td> <td>2.800370e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V126</th> <td>590226.0</td> <td>1.299794e+02</td> <td>2.346952e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+05</td> </tr> <tr> <th>V127</th> <td>590226.0</td> <td>3.366116e+02</td> <td>4.238667e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.079500e+02</td> <td>1.600000e+05</td> </tr> <tr> <th>V128</th> <td>590226.0</td> <td>2.040940e+02</td> <td>3.010259e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+05</td> </tr> <tr> <th>V129</th> <td>590226.0</td> <td>8.768944e+00</td> <td>1.138328e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V130</th> <td>590226.0</td> <td>9.216585e+01</td> <td>3.159605e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.900000e+01</td> <td>5.512500e+04</td> </tr> <tr> <th>V131</th> <td>590226.0</td> <td>3.113330e+01</td> <td>1.611613e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V132</th> <td>590226.0</td> <td>1.035132e+02</td> <td>2.266106e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.373600e+04</td> </tr> <tr> <th>V133</th> <td>590226.0</td> <td>2.048892e+02</td> <td>3.796317e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.339150e+05</td> </tr> <tr> <th>V134</th> <td>590226.0</td> <td>1.459723e+02</td> <td>2.772987e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.847600e+04</td> </tr> <tr> <th>V135</th> <td>590226.0</td> <td>1.725013e+01</td> <td>2.938476e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.075000e+04</td> </tr> <tr> <th>V136</th> <td>590226.0</td> <td>3.882120e+01</td> <td>4.518084e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.075000e+04</td> </tr> <tr> <th>V137</th> <td>590226.0</td> <td>2.636509e+01</td> <td>3.483327e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.075000e+04</td> </tr> <tr> <th>V138</th> <td>81945.0</td> <td>3.643907e-02</td> <td>4.284896e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.200000e+01</td> </tr> <tr> <th>V139</th> <td>81945.0</td> <td>1.073915e+00</td> <td>1.333924e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.300000e+01</td> </tr> <tr> <th>V140</th> <td>81945.0</td> <td>1.125267e+00</td> <td>1.467850e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.300000e+01</td> </tr> <tr> <th>V141</th> <td>81945.0</td> <td>3.769602e-02</td> <td>2.151332e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V142</th> <td>81945.0</td> <td>4.858137e-02</td> <td>3.138882e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.000000e+00</td> </tr> <tr> <th>V143</th> <td>81951.0</td> <td>8.397006e+00</td> <td>5.526755e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.690000e+02</td> </tr> <tr> <th>V144</th> <td>81951.0</td> <td>3.708484e+00</td> <td>1.048563e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>6.200000e+01</td> </tr> <tr> <th>V145</th> <td>81951.0</td> <td>2.211295e+01</td> <td>6.437186e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>2.970000e+02</td> </tr> <tr> <th>V146</th> <td>81945.0</td> <td>1.562756e-01</td> <td>6.823275e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V147</th> <td>81945.0</td> <td>1.686009e-01</td> <td>7.504970e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.600000e+01</td> </tr> <tr> <th>V148</th> <td>81945.0</td> <td>7.650009e-01</td> <td>5.814254e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+01</td> </tr> <tr> <th>V149</th> <td>81945.0</td> <td>7.753127e-01</td> <td>6.281909e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+01</td> </tr> <tr> <th>V150</th> <td>81951.0</td> <td>2.775980e+02</td> <td>8.295769e+02</td> <td>1.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.389000e+03</td> </tr> <tr> <th>V151</th> <td>81951.0</td> <td>6.460190e+00</td> <td>1.523232e+01</td> <td>1.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.700000e+01</td> </tr> <tr> <th>V152</th> <td>81951.0</td> <td>9.432710e+00</td> <td>2.155449e+01</td> <td>1.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.900000e+01</td> </tr> <tr> <th>V153</th> <td>81945.0</td> <td>7.532003e-01</td> <td>5.326488e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.800000e+01</td> </tr> <tr> <th>V154</th> <td>81945.0</td> <td>7.574227e-01</td> <td>5.469070e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.800000e+01</td> </tr> <tr> <th>V155</th> <td>81945.0</td> <td>7.673806e-01</td> <td>6.026785e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V156</th> <td>81945.0</td> <td>7.774849e-01</td> <td>6.472090e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V157</th> <td>81945.0</td> <td>8.175728e-01</td> <td>6.820159e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V158</th> <td>81945.0</td> <td>8.334615e-01</td> <td>7.343360e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V159</th> <td>81951.0</td> <td>2.719300e+03</td> <td>8.355445e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V160</th> <td>81951.0</td> <td>4.745318e+04</td> <td>1.420761e+05</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>6.415114e+05</td> </tr> <tr> <th>V161</th> <td>81945.0</td> <td>4.843938e+00</td> <td>5.892976e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.300000e+03</td> </tr> <tr> <th>V162</th> <td>81945.0</td> <td>6.594661e+00</td> <td>6.919518e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.300000e+03</td> </tr> <tr> <th>V163</th> <td>81945.0</td> <td>5.505955e+00</td> <td>6.307789e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.300000e+03</td> </tr> <tr> <th>V164</th> <td>81951.0</td> <td>8.778889e+02</td> <td>6.049167e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.373600e+04</td> </tr> <tr> <th>V165</th> <td>81951.0</td> <td>2.239912e+03</td> <td>8.223259e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.847600e+04</td> </tr> <tr> <th>V166</th> <td>81951.0</td> <td>3.594694e+02</td> <td>1.244463e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V167</th> <td>139631.0</td> <td>3.929514e+00</td> <td>4.220098e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.720000e+02</td> </tr> <tr> <th>V168</th> <td>139631.0</td> <td>5.859501e+00</td> <td>5.403247e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>9.640000e+02</td> </tr> <tr> <th>V169</th> <td>139819.0</td> <td>1.680530e-01</td> <td>9.049440e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.900000e+01</td> </tr> <tr> <th>V170</th> <td>139819.0</td> <td>1.436779e+00</td> <td>1.751143e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.800000e+01</td> </tr> <tr> <th>V171</th> <td>139819.0</td> <td>1.690908e+00</td> <td>2.444748e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.100000e+01</td> </tr> <tr> <th>V172</th> <td>139631.0</td> <td>1.320122e-01</td> <td>9.248943e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.100000e+01</td> </tr> <tr> <th>V173</th> <td>139631.0</td> <td>5.523129e-02</td> <td>2.644392e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V174</th> <td>139819.0</td> <td>1.277938e-01</td> <td>3.797634e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V175</th> <td>139819.0</td> <td>2.126392e-01</td> <td>8.571328e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.400000e+01</td> </tr> <tr> <th>V176</th> <td>139631.0</td> <td>1.376979e+00</td> <td>1.829420e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.800000e+01</td> </tr> <tr> <th>V177</th> <td>139631.0</td> <td>3.529245e+00</td> <td>4.131062e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.610000e+02</td> </tr> <tr> <th>V178</th> <td>139631.0</td> <td>6.649283e+00</td> <td>6.944736e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.235000e+03</td> </tr> <tr> <th>V179</th> <td>139631.0</td> <td>4.869012e+00</td> <td>5.048943e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.200000e+02</td> </tr> <tr> <th>V180</th> <td>139819.0</td> <td>9.241233e-01</td> <td>6.112630e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.300000e+01</td> </tr> <tr> <th>V181</th> <td>139631.0</td> <td>2.533320e-01</td> <td>1.248974e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V182</th> <td>139631.0</td> <td>8.562425e-01</td> <td>5.792934e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.300000e+01</td> </tr> <tr> <th>V183</th> <td>139631.0</td> <td>4.846918e-01</td> <td>2.946982e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.100000e+01</td> </tr> <tr> <th>V184</th> <td>139819.0</td> <td>1.323640e-01</td> <td>5.436986e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+01</td> </tr> <tr> <th>V185</th> <td>139819.0</td> <td>1.739034e-01</td> <td>6.997329e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.100000e+01</td> </tr> <tr> <th>V186</th> <td>139631.0</td> <td>1.148799e+00</td> <td>1.223529e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.800000e+01</td> </tr> <tr> <th>V187</th> <td>139631.0</td> <td>1.843752e+00</td> <td>9.884390e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.180000e+02</td> </tr> <tr> <th>V188</th> <td>139819.0</td> <td>1.014755e+00</td> <td>6.712066e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+01</td> </tr> <tr> <th>V189</th> <td>139819.0</td> <td>1.038314e+00</td> <td>7.925279e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.000000e+01</td> </tr> <tr> <th>V190</th> <td>139631.0</td> <td>1.213083e+00</td> <td>1.480318e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.200000e+01</td> </tr> <tr> <th>V191</th> <td>139631.0</td> <td>1.058984e+00</td> <td>6.775273e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.100000e+01</td> </tr> <tr> <th>V192</th> <td>139631.0</td> <td>1.237361e+00</td> <td>2.635961e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.400000e+01</td> </tr> <tr> <th>V193</th> <td>139631.0</td> <td>1.149845e+00</td> <td>1.714792e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.700000e+01</td> </tr> <tr> <th>V194</th> <td>139819.0</td> <td>9.457727e-01</td> <td>3.041579e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V195</th> <td>139819.0</td> <td>9.542265e-01</td> <td>3.764196e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.600000e+01</td> </tr> <tr> <th>V196</th> <td>139631.0</td> <td>1.084580e+00</td> <td>1.105834e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.800000e+01</td> </tr> <tr> <th>V197</th> <td>139819.0</td> <td>9.493846e-01</td> <td>3.368706e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.400000e+01</td> </tr> <tr> <th>V198</th> <td>139819.0</td> <td>9.619508e-01</td> <td>4.930649e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.100000e+01</td> </tr> <tr> <th>V199</th> <td>139631.0</td> <td>1.270749e+00</td> <td>1.671863e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.500000e+01</td> </tr> <tr> <th>V200</th> <td>139819.0</td> <td>1.119977e+00</td> <td>1.253853e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.500000e+01</td> </tr> <tr> <th>V201</th> <td>139819.0</td> <td>1.159106e+00</td> <td>1.418618e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.500000e+01</td> </tr> <tr> <th>V202</th> <td>139631.0</td> <td>4.441471e+02</td> <td>4.683828e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V203</th> <td>139631.0</td> <td>1.078328e+03</td> <td>9.105608e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.092440e+01</td> <td>1.397770e+05</td> </tr> <tr> <th>V204</th> <td>139631.0</td> <td>6.869569e+02</td> <td>6.048981e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.000000e+01</td> <td>1.040600e+05</td> </tr> <tr> <th>V205</th> <td>139631.0</td> <td>1.806042e+01</td> <td>2.665455e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V206</th> <td>139631.0</td> <td>6.189360e+00</td> <td>1.914740e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V207</th> <td>139631.0</td> <td>7.228410e+01</td> <td>9.256767e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V208</th> <td>139819.0</td> <td>8.888193e+00</td> <td>5.904712e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.300000e+03</td> </tr> <tr> <th>V209</th> <td>139819.0</td> <td>3.500187e+01</td> <td>2.508008e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.050000e+03</td> </tr> <tr> <th>V210</th> <td>139819.0</td> <td>1.439183e+01</td> <td>8.652372e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.300000e+03</td> </tr> <tr> <th>V211</th> <td>139631.0</td> <td>3.851370e+02</td> <td>4.541838e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.288800e+04</td> </tr> <tr> <th>V212</th> <td>139631.0</td> <td>7.659883e+02</td> <td>7.496121e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.290060e+05</td> </tr> <tr> <th>V213</th> <td>139631.0</td> <td>5.363028e+02</td> <td>5.471665e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.762800e+04</td> </tr> <tr> <th>V214</th> <td>139631.0</td> <td>3.843755e+01</td> <td>5.718343e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V215</th> <td>139631.0</td> <td>1.332082e+02</td> <td>1.040454e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V216</th> <td>139631.0</td> <td>7.110714e+01</td> <td>6.802676e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V217</th> <td>130430.0</td> <td>1.054619e+00</td> <td>9.547354e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.030000e+02</td> </tr> <tr> <th>V218</th> <td>130430.0</td> <td>1.725784e+00</td> <td>1.391988e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>4.000000e+02</td> </tr> <tr> <th>V219</th> <td>130430.0</td> <td>1.367132e+00</td> <td>1.204403e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>3.780000e+02</td> </tr> <tr> <th>V220</th> <td>141416.0</td> <td>1.694716e-01</td> <td>1.002463e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.500000e+01</td> </tr> <tr> <th>V221</th> <td>141416.0</td> <td>1.274912e+00</td> <td>2.728792e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.840000e+02</td> </tr> <tr> <th>V222</th> <td>141416.0</td> <td>1.359005e+00</td> <td>2.913772e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.840000e+02</td> </tr> <tr> <th>V223</th> <td>130430.0</td> <td>9.315342e-02</td> <td>4.022320e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+01</td> </tr> <tr> <th>V224</th> <td>130430.0</td> <td>3.947481e-01</td> <td>3.443310e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.440000e+02</td> </tr> <tr> <th>V225</th> <td>130430.0</td> <td>1.917580e-01</td> <td>1.290820e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.100000e+01</td> </tr> <tr> <th>V226</th> <td>130430.0</td> <td>2.476117e-01</td> <td>2.756449e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.420000e+02</td> </tr> <tr> <th>V227</th> <td>141416.0</td> <td>1.479748e-01</td> <td>2.049363e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.600000e+02</td> </tr> <tr> <th>V228</th> <td>130430.0</td> <td>1.351928e+00</td> <td>1.409722e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.400000e+01</td> </tr> <tr> <th>V229</th> <td>130430.0</td> <td>1.638710e+00</td> <td>4.316026e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.760000e+02</td> </tr> <tr> <th>V230</th> <td>130430.0</td> <td>1.465476e+00</td> <td>2.122783e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.500000e+01</td> </tr> <tr> <th>V231</th> <td>130430.0</td> <td>7.655064e-01</td> <td>8.877119e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.930000e+02</td> </tr> <tr> <th>V232</th> <td>130430.0</td> <td>1.005597e+00</td> <td>1.046025e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.370000e+02</td> </tr> <tr> <th>V233</th> <td>130430.0</td> <td>9.083876e-01</td> <td>1.014988e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.320000e+02</td> </tr> <tr> <th>V234</th> <td>141416.0</td> <td>2.092847e+00</td> <td>1.132304e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.210000e+02</td> </tr> <tr> <th>V235</th> <td>130430.0</td> <td>1.841064e-01</td> <td>9.026394e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.300000e+01</td> </tr> <tr> <th>V236</th> <td>130430.0</td> <td>3.076669e-01</td> <td>2.152332e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.500000e+01</td> </tr> <tr> <th>V237</th> <td>130430.0</td> <td>2.535000e-01</td> <td>1.716634e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.900000e+01</td> </tr> <tr> <th>V238</th> <td>141416.0</td> <td>1.279558e-01</td> <td>5.746574e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.300000e+01</td> </tr> <tr> <th>V239</th> <td>141416.0</td> <td>1.369647e-01</td> <td>6.162603e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.300000e+01</td> </tr> <tr> <th>V240</th> <td>130430.0</td> <td>1.000997e+00</td> <td>4.952220e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>7.000000e+00</td> </tr> <tr> <th>V241</th> <td>130430.0</td> <td>1.000238e+00</td> <td>2.266347e-02</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.000000e+00</td> </tr> <tr> <th>V242</th> <td>130430.0</td> <td>1.113463e+00</td> <td>6.601103e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+01</td> </tr> <tr> <th>V243</th> <td>130430.0</td> <td>1.178387e+00</td> <td>1.398953e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>5.700000e+01</td> </tr> <tr> <th>V244</th> <td>130430.0</td> <td>1.118562e+00</td> <td>6.988070e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.200000e+01</td> </tr> <tr> <th>V245</th> <td>141416.0</td> <td>8.766193e-01</td> <td>1.821065e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.620000e+02</td> </tr> <tr> <th>V246</th> <td>130430.0</td> <td>1.183723e+00</td> <td>1.040363e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.500000e+01</td> </tr> <tr> <th>V247</th> <td>130430.0</td> <td>1.025355e+00</td> <td>2.816044e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.800000e+01</td> </tr> <tr> <th>V248</th> <td>130430.0</td> <td>1.069493e+00</td> <td>8.883414e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.600000e+01</td> </tr> <tr> <th>V249</th> <td>130430.0</td> <td>1.042851e+00</td> <td>5.288125e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.200000e+01</td> </tr> <tr> <th>V250</th> <td>141416.0</td> <td>7.885883e-01</td> <td>4.883859e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.800000e+01</td> </tr> <tr> <th>V251</th> <td>141416.0</td> <td>7.942312e-01</td> <td>5.012401e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.800000e+01</td> </tr> <tr> <th>V252</th> <td>130430.0</td> <td>1.032048e+00</td> <td>3.895455e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.400000e+01</td> </tr> <tr> <th>V253</th> <td>130430.0</td> <td>1.162164e+00</td> <td>3.612553e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.630000e+02</td> </tr> <tr> <th>V254</th> <td>130430.0</td> <td>1.075113e+00</td> <td>1.357550e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.000000e+01</td> </tr> <tr> <th>V255</th> <td>141416.0</td> <td>8.066555e-01</td> <td>9.391243e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>8.700000e+01</td> </tr> <tr> <th>V256</th> <td>141416.0</td> <td>8.149502e-01</td> <td>9.699528e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>8.700000e+01</td> </tr> <tr> <th>V257</th> <td>130430.0</td> <td>1.250993e+00</td> <td>1.299956e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.800000e+01</td> </tr> <tr> <th>V258</th> <td>130430.0</td> <td>1.343510e+00</td> <td>2.015811e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.600000e+01</td> </tr> <tr> <th>V259</th> <td>141416.0</td> <td>9.678325e-01</td> <td>2.113447e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.850000e+02</td> </tr> <tr> <th>V260</th> <td>130430.0</td> <td>9.644254e-01</td> <td>3.798283e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V261</th> <td>130430.0</td> <td>1.107161e+00</td> <td>1.323230e+00</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>4.900000e+01</td> </tr> <tr> <th>V262</th> <td>130430.0</td> <td>1.013279e+00</td> <td>6.254548e-01</td> <td>0.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+01</td> </tr> <tr> <th>V263</th> <td>130430.0</td> <td>1.173907e+02</td> <td>1.294852e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.536000e+05</td> </tr> <tr> <th>V264</th> <td>130430.0</td> <td>2.016576e+02</td> <td>2.284827e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.359350e+01</td> <td>1.536000e+05</td> </tr> <tr> <th>V265</th> <td>130430.0</td> <td>1.535205e+02</td> <td>1.605512e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.089753e+01</td> <td>1.536000e+05</td> </tr> <tr> <th>V266</th> <td>130430.0</td> <td>9.167839e+00</td> <td>2.080389e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V267</th> <td>130430.0</td> <td>3.652510e+01</td> <td>6.448786e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V268</th> <td>130430.0</td> <td>1.881341e+01</td> <td>3.112802e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V269</th> <td>130430.0</td> <td>5.997508e+00</td> <td>2.073175e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V270</th> <td>141416.0</td> <td>7.712764e+00</td> <td>6.550723e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.000000e+03</td> </tr> <tr> <th>V271</th> <td>141416.0</td> <td>9.445133e+00</td> <td>7.414773e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.000000e+03</td> </tr> <tr> <th>V272</th> <td>141416.0</td> <td>8.464571e+00</td> <td>6.972373e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.000000e+03</td> </tr> <tr> <th>V273</th> <td>130430.0</td> <td>7.382555e+01</td> <td>9.351879e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.120000e+04</td> </tr> <tr> <th>V274</th> <td>130430.0</td> <td>1.071516e+02</td> <td>1.258734e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>6.600000e+04</td> </tr> <tr> <th>V275</th> <td>130430.0</td> <td>8.889994e+01</td> <td>1.072883e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.120000e+04</td> </tr> <tr> <th>V276</th> <td>130430.0</td> <td>3.179728e+01</td> <td>6.156597e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V277</th> <td>130430.0</td> <td>5.195665e+01</td> <td>7.321454e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V278</th> <td>130430.0</td> <td>4.232823e+01</td> <td>6.606118e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V279</th> <td>590528.0</td> <td>1.123061e+00</td> <td>2.102195e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.800000e+02</td> </tr> <tr> <th>V280</th> <td>590528.0</td> <td>1.967082e+00</td> <td>2.785178e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>9.750000e+02</td> </tr> <tr> <th>V281</th> <td>589271.0</td> <td>8.778304e-02</td> <td>5.127478e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.200000e+01</td> </tr> <tr> <th>V282</th> <td>589271.0</td> <td>8.171707e-01</td> <td>9.218801e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.200000e+01</td> </tr> <tr> <th>V283</th> <td>589271.0</td> <td>9.911144e-01</td> <td>1.558731e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.800000e+01</td> </tr> <tr> <th>V284</th> <td>590528.0</td> <td>8.854280e-02</td> <td>3.384236e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.200000e+01</td> </tr> <tr> <th>V285</th> <td>590528.0</td> <td>1.167660e+00</td> <td>3.282454e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>9.500000e+01</td> </tr> <tr> <th>V286</th> <td>590528.0</td> <td>3.149216e-02</td> <td>1.909394e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.000000e+00</td> </tr> <tr> <th>V287</th> <td>590528.0</td> <td>3.585791e-01</td> <td>1.078995e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.100000e+01</td> </tr> <tr> <th>V288</th> <td>589271.0</td> <td>1.843498e-01</td> <td>4.309888e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+01</td> </tr> <tr> <th>V289</th> <td>589271.0</td> <td>2.359746e-01</td> <td>5.992314e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.200000e+01</td> </tr> <tr> <th>V290</th> <td>590528.0</td> <td>1.103011e+00</td> <td>7.688966e-01</td> <td>1.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>6.700000e+01</td> </tr> <tr> <th>V291</th> <td>590528.0</td> <td>1.659811e+00</td> <td>1.625254e+01</td> <td>1.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.055000e+03</td> </tr> <tr> <th>V292</th> <td>590528.0</td> <td>1.239916e+00</td> <td>3.775050e+00</td> <td>1.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>3.230000e+02</td> </tr> <tr> <th>V293</th> <td>590528.0</td> <td>9.425988e-01</td> <td>2.058882e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.690000e+02</td> </tr> <tr> <th>V294</th> <td>590528.0</td> <td>2.313863e+00</td> <td>3.952647e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.286000e+03</td> </tr> <tr> <th>V295</th> <td>590528.0</td> <td>1.433424e+00</td> <td>2.596295e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.280000e+02</td> </tr> <tr> <th>V296</th> <td>589271.0</td> <td>3.289166e-01</td> <td>3.264745e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.300000e+01</td> </tr> <tr> <th>V297</th> <td>590528.0</td> <td>8.903388e-02</td> <td>6.283524e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.200000e+01</td> </tr> <tr> <th>V298</th> <td>590528.0</td> <td>2.988292e-01</td> <td>3.175062e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.300000e+01</td> </tr> <tr> <th>V299</th> <td>590528.0</td> <td>1.716549e-01</td> <td>1.724218e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.900000e+01</td> </tr> <tr> <th>V300</th> <td>589271.0</td> <td>4.550708e-02</td> <td>2.895727e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.100000e+01</td> </tr> <tr> <th>V301</th> <td>589271.0</td> <td>5.200154e-02</td> <td>3.183098e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.300000e+01</td> </tr> <tr> <th>V302</th> <td>590528.0</td> <td>2.517611e-01</td> <td>4.818886e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+01</td> </tr> <tr> <th>V303</th> <td>590528.0</td> <td>2.831398e-01</td> <td>6.236083e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.000000e+01</td> </tr> <tr> <th>V304</th> <td>590528.0</td> <td>2.642076e-01</td> <td>5.282378e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+01</td> </tr> <tr> <th>V305</th> <td>590528.0</td> <td>1.000007e+00</td> <td>2.602607e-03</td> <td>1.000</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>1.000000e+00</td> <td>2.000000e+00</td> </tr> <tr> <th>V306</th> <td>590528.0</td> <td>1.397487e+02</td> <td>2.348850e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.088000e+05</td> </tr> <tr> <th>V307</th> <td>590528.0</td> <td>4.086824e+02</td> <td>4.391993e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.513807e+02</td> <td>1.457650e+05</td> </tr> <tr> <th>V308</th> <td>590528.0</td> <td>2.304132e+02</td> <td>3.021924e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>3.597000e+01</td> <td>1.088000e+05</td> </tr> <tr> <th>V309</th> <td>590528.0</td> <td>1.099599e+01</td> <td>1.162543e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V310</th> <td>590528.0</td> <td>1.181957e+02</td> <td>3.529831e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.079500e+02</td> <td>5.512500e+04</td> </tr> <tr> <th>V311</th> <td>590528.0</td> <td>4.202175e+00</td> <td>1.023749e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V312</th> <td>590528.0</td> <td>3.917391e+01</td> <td>1.721283e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V313</th> <td>589271.0</td> <td>2.135147e+01</td> <td>9.590297e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.817470e+03</td> </tr> <tr> <th>V314</th> <td>589271.0</td> <td>4.331917e+01</td> <td>1.736190e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>7.519870e+03</td> </tr> <tr> <th>V315</th> <td>589271.0</td> <td>2.680698e+01</td> <td>1.168532e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.817470e+03</td> </tr> <tr> <th>V316</th> <td>590528.0</td> <td>1.098185e+02</td> <td>2.270033e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.373600e+04</td> </tr> <tr> <th>V317</th> <td>590528.0</td> <td>2.476067e+02</td> <td>3.980043e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.340210e+05</td> </tr> <tr> <th>V318</th> <td>590528.0</td> <td>1.621534e+02</td> <td>2.793344e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.847600e+04</td> </tr> <tr> <th>V319</th> <td>590528.0</td> <td>1.837248e+01</td> <td>3.323048e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V320</th> <td>590528.0</td> <td>4.207313e+01</td> <td>4.734993e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V321</th> <td>590528.0</td> <td>2.832658e+01</td> <td>3.820532e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V322</th> <td>82351.0</td> <td>6.220289e+00</td> <td>5.602256e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>8.800000e+02</td> </tr> <tr> <th>V323</th> <td>82351.0</td> <td>1.310378e+01</td> <td>1.067398e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>1.411000e+03</td> </tr> <tr> <th>V324</th> <td>82351.0</td> <td>9.184612e+00</td> <td>7.362789e+01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.760000e+02</td> </tr> <tr> <th>V325</th> <td>82351.0</td> <td>5.849352e-02</td> <td>3.044147e-01</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.200000e+01</td> </tr> <tr> <th>V326</th> <td>82351.0</td> <td>8.510401e-01</td> <td>3.950295e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>4.400000e+01</td> </tr> <tr> <th>V327</th> <td>82351.0</td> <td>2.966327e-01</td> <td>1.364356e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.800000e+01</td> </tr> <tr> <th>V328</th> <td>82351.0</td> <td>3.367901e-01</td> <td>1.580144e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.500000e+01</td> </tr> <tr> <th>V329</th> <td>82351.0</td> <td>1.312844e+00</td> <td>8.769083e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>9.900000e+01</td> </tr> <tr> <th>V330</th> <td>82351.0</td> <td>7.758740e-01</td> <td>4.727971e+00</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.500000e+01</td> </tr> <tr> <th>V331</th> <td>82351.0</td> <td>7.217419e+02</td> <td>6.217224e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+05</td> </tr> <tr> <th>V332</th> <td>82351.0</td> <td>1.375784e+03</td> <td>1.116928e+04</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.500000e+01</td> <td>1.600000e+05</td> </tr> <tr> <th>V333</th> <td>82351.0</td> <td>1.014623e+03</td> <td>7.955735e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.600000e+05</td> </tr> <tr> <th>V334</th> <td>82351.0</td> <td>9.807015e+00</td> <td>2.438614e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V335</th> <td>82351.0</td> <td>5.916455e+01</td> <td>3.876295e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V336</th> <td>82351.0</td> <td>2.853090e+01</td> <td>2.745769e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>5.512500e+04</td> </tr> <tr> <th>V337</th> <td>82351.0</td> <td>5.535242e+01</td> <td>6.684868e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V338</th> <td>82351.0</td> <td>1.511605e+02</td> <td>1.095034e+03</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>V339</th> <td>82351.0</td> <td>1.007009e+02</td> <td>8.149467e+02</td> <td>0.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.040600e+05</td> </tr> <tr> <th>id_01</th> <td>144233.0</td> <td>-1.017050e+01</td> <td>1.434795e+01</td> <td>-100.000</td> <td>-1.000000e+01</td> <td>-5.000000e+00</td> <td>-5.000000e+00</td> <td>0.000000e+00</td> </tr> <tr> <th>id_02</th> <td>140872.0</td> <td>1.747166e+05</td> <td>1.596518e+05</td> <td>1.000</td> <td>6.799200e+04</td> <td>1.258005e+05</td> <td>2.287490e+05</td> <td>9.995950e+05</td> </tr> <tr> <th>id_03</th> <td>66324.0</td> <td>6.018937e-02</td> <td>5.982313e-01</td> <td>-13.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+01</td> </tr> <tr> <th>id_04</th> <td>66324.0</td> <td>-5.893794e-02</td> <td>7.010153e-01</td> <td>-28.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> </tr> <tr> <th>id_05</th> <td>136865.0</td> <td>1.615585e+00</td> <td>5.249856e+00</td> <td>-72.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>1.000000e+00</td> <td>5.200000e+01</td> </tr> <tr> <th>id_06</th> <td>136865.0</td> <td>-6.698710e+00</td> <td>1.649110e+01</td> <td>-100.000</td> <td>-6.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> </tr> <tr> <th>id_07</th> <td>5155.0</td> <td>1.328535e+01</td> <td>1.138421e+01</td> <td>-46.000</td> <td>5.000000e+00</td> <td>1.400000e+01</td> <td>2.200000e+01</td> <td>6.100000e+01</td> </tr> <tr> <th>id_08</th> <td>5155.0</td> <td>-3.860039e+01</td> <td>2.608490e+01</td> <td>-100.000</td> <td>-4.800000e+01</td> <td>-3.400000e+01</td> <td>-2.300000e+01</td> <td>0.000000e+00</td> </tr> <tr> <th>id_09</th> <td>74926.0</td> <td>9.102314e-02</td> <td>9.838416e-01</td> <td>-36.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>2.500000e+01</td> </tr> <tr> <th>id_10</th> <td>74926.0</td> <td>-3.011238e-01</td> <td>2.789446e+00</td> <td>-100.000</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> <td>0.000000e+00</td> </tr> <tr> <th>id_11</th> <td>140978.0</td> <td>9.974532e+01</td> <td>1.127602e+00</td> <td>90.000</td> <td>1.000000e+02</td> <td>1.000000e+02</td> <td>1.000000e+02</td> <td>1.000000e+02</td> </tr> <tr> <th>id_13</th> <td>127320.0</td> <td>4.805307e+01</td> <td>1.177486e+01</td> <td>10.000</td> <td>4.900000e+01</td> <td>5.200000e+01</td> <td>5.200000e+01</td> <td>6.400000e+01</td> </tr> <tr> <th>id_14</th> <td>80044.0</td> <td>-3.445071e+02</td> <td>9.369550e+01</td> <td>-660.000</td> <td>-3.600000e+02</td> <td>-3.000000e+02</td> <td>-3.000000e+02</td> <td>7.200000e+02</td> </tr> <tr> <th>id_17</th> <td>139369.0</td> <td>1.894514e+02</td> <td>3.037536e+01</td> <td>100.000</td> <td>1.660000e+02</td> <td>1.660000e+02</td> <td>2.250000e+02</td> <td>2.290000e+02</td> </tr> <tr> <th>id_18</th> <td>45113.0</td> <td>1.423734e+01</td> <td>1.561302e+00</td> <td>10.000</td> <td>1.300000e+01</td> <td>1.500000e+01</td> <td>1.500000e+01</td> <td>2.900000e+01</td> </tr> <tr> <th>id_19</th> <td>139318.0</td> <td>3.531282e+02</td> <td>1.410953e+02</td> <td>100.000</td> <td>2.660000e+02</td> <td>3.410000e+02</td> <td>4.270000e+02</td> <td>6.710000e+02</td> </tr> <tr> <th>id_20</th> <td>139261.0</td> <td>4.038827e+02</td> <td>1.521603e+02</td> <td>100.000</td> <td>2.560000e+02</td> <td>4.720000e+02</td> <td>5.330000e+02</td> <td>6.610000e+02</td> </tr> <tr> <th>id_21</th> <td>5159.0</td> <td>3.682698e+02</td> <td>1.988470e+02</td> <td>100.000</td> <td>2.520000e+02</td> <td>2.520000e+02</td> <td>4.865000e+02</td> <td>8.540000e+02</td> </tr> <tr> <th>id_22</th> <td>5169.0</td> <td>1.600271e+01</td> <td>6.897665e+00</td> <td>10.000</td> <td>1.400000e+01</td> <td>1.400000e+01</td> <td>1.400000e+01</td> <td>4.400000e+01</td> </tr> <tr> <th>id_24</th> <td>4747.0</td> <td>1.280093e+01</td> <td>2.372447e+00</td> <td>11.000</td> <td>1.100000e+01</td> <td>1.100000e+01</td> <td>1.500000e+01</td> <td>2.600000e+01</td> </tr> <tr> <th>id_25</th> <td>5132.0</td> <td>3.296089e+02</td> <td>9.746109e+01</td> <td>100.000</td> <td>3.210000e+02</td> <td>3.210000e+02</td> <td>3.710000e+02</td> <td>5.480000e+02</td> </tr> <tr> <th>id_26</th> <td>5163.0</td> <td>1.490703e+02</td> <td>3.210199e+01</td> <td>100.000</td> <td>1.190000e+02</td> <td>1.490000e+02</td> <td>1.690000e+02</td> <td>2.160000e+02</td> </tr> <tr> <th>id_32</th> <td>77586.0</td> <td>2.650860e+01</td> <td>3.737502e+00</td> <td>0.000</td> <td>2.400000e+01</td> <td>2.400000e+01</td> <td>3.200000e+01</td> <td>3.200000e+01</td> </tr> </tbody> </table> """ """ <b> Is there any null value?</b> The answer is <b>Yes</b>; let's review top 20 of those columns with the number of Null values. <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>Column</th> <th>#Null</th> </tr> </thead> <tbody> <tr> <th>0</th> <td>id_24</td> <td>585793</td> </tr> <tr> <th>1</th> <td>id_25</td> <td>585408</td> </tr> <tr> <th>2</th> <td>id_08</td> <td>585385</td> </tr> <tr> <th>3</th> <td>id_07</td> <td>585385</td> </tr> <tr> <th>4</th> <td>id_21</td> <td>585381</td> </tr> <tr> <th>5</th> <td>id_26</td> <td>585377</td> </tr> <tr> <th>6</th> <td>id_27</td> <td>585371</td> </tr> <tr> <th>7</th> <td>id_23</td> <td>585371</td> </tr> <tr> <th>8</th> <td>id_22</td> <td>585371</td> </tr> <tr> <th>9</th> <td>dist2</td> <td>552913</td> </tr> <tr> <th>10</th> <td>D7</td> <td>551623</td> </tr> <tr> <th>11</th> <td>id_18</td> <td>545427</td> </tr> <tr> <th>12</th> <td>D13</td> <td>528588</td> </tr> <tr> <th>13</th> <td>D14</td> <td>528353</td> </tr> <tr> <th>14</th> <td>D12</td> <td>525823</td> </tr> <tr> <th>15</th> <td>id_04</td> <td>524216</td> </tr> <tr> <th>16</th> <td>id_03</td> <td>524216</td> </tr> <tr> <th>17</th> <td>D6</td> <td>517353</td> </tr> <tr> <th>18</th> <td>id_33</td> <td>517251</td> </tr> <tr> <th>19</th> <td>id_09</td> <td>515614</td> </tr> </tbody> </table> As partial of the results shown above, there are total <b>433</b> columns with Null values. """ """ There is <b>2</b> unique value in <b>isFraud</b> column which is a target column. let's see frequency of values for the target column of {col}: <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>isFraud</th> </tr> </thead> <tbody> <tr> <th>0</th> <td>569877</td> </tr> <tr> <th>1</th> <td>20663</td> </tr> </tbody> </table> """ """ # Finding Intresting Datapoints Let's process each field by their histogram frequency and check if there is any intresting data point. There are <b>435</b> number of intresting values in the following columns. The below table shows each <b>Value</b> of each <b>Field</b>(column) with their total frequencies, <b>Lower</b> shows the lower frequency of normal distribution, <b>Upper</b> shows the upper bound frequency of normal distribution, and <b>Criteria</b> shows if the frequnecy passed <b>Upper bound</b> or <b>Lower bound</b>. <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>Field</th> <th>Value</th> <th>Frequency</th> <th>Lower</th> <th>Upper</th> <th>Criteria</th> </tr> </thead> <tbody> <tr> <th>0</th> <td>TransactionAmt</td> <td>59.0</td> <td>30582</td> <td>1.0000</td> <td>23922.1046</td> <td>Upper</td> </tr> <tr> <th>1</th> <td>TransactionAmt</td> <td>117.0</td> <td>28933</td> <td>1.0000</td> <td>23922.1046</td> <td>Upper</td> </tr> <tr> <th>2</th> <td>TransactionAmt</td> <td>107.95</td> <td>23954</td> <td>1.0000</td> <td>23922.1046</td> <td>Upper</td> </tr> <tr> <th>3</th> <td>ProductCD</td> <td>W</td> <td>439670</td> <td>11636.5584</td> <td>439521.5396</td> <td>Upper</td> </tr> <tr> <th>4</th> <td>card1</td> <td>9500</td> <td>14162</td> <td>1.0000</td> <td>12811.8848</td> <td>Upper</td> </tr> <tr> <th>5</th> <td>card1</td> <td>7919</td> <td>14932</td> <td>1.0000</td> <td>12811.8848</td> <td>Upper</td> </tr> <tr> <th>6</th> <td>card2</td> <td>321.0</td> <td>48935</td> <td>0.7000</td> <td>48747.8000</td> <td>Upper</td> </tr> <tr> <th>7</th> <td>card3</td> <td>150.0</td> <td>521287</td> <td>0.0114</td> <td>515986.6726</td> <td>Upper</td> </tr> <tr> <th>8</th> <td>card5</td> <td>226.0</td> <td>296546</td> <td>0.0119</td> <td>293987.1073</td> <td>Upper</td> </tr> <tr> <th>9</th> <td>addr1</td> <td>299.0</td> <td>46335</td> <td>0.0332</td> <td>46216.0112</td> <td>Upper</td> </tr> <tr> <th>10</th> <td>addr2</td> <td>87.0</td> <td>520481</td> <td>0.0074</td> <td>516652.2622</td> <td>Upper</td> </tr> <tr> <th>11</th> <td>dist1</td> <td>0.0</td> <td>19824</td> <td>0.2651</td> <td>19427.9406</td> <td>Upper</td> </tr> <tr> <th>12</th> <td>dist2</td> <td>7.0</td> <td>5687</td> <td>0.1751</td> <td>5307.3832</td> <td>Upper</td> </tr> <tr> <th>13</th> <td>P_emaildomain</td> <td>gmail.com</td> <td>228355</td> <td>32.0174</td> <td>227615.9582</td> <td>Upper</td> </tr> <tr> <th>14</th> <td>R_emaildomain</td> <td>gmail.com</td> <td>57147</td> <td>8.0059</td> <td>56972.1358</td> <td>Upper</td> </tr> <tr> <th>15</th> <td>C1</td> <td>1.0</td> <td>316791</td> <td>1.0000</td> <td>281730.1680</td> <td>Upper</td> </tr> <tr> <th>16</th> <td>C2</td> <td>1.0</td> <td>316261</td> <td>1.0000</td> <td>290464.9705</td> <td>Upper</td> </tr> <tr> <th>17</th> <td>C3</td> <td>0.0</td> <td>588111</td> <td>1.0000</td> <td>586587.4676</td> <td>Upper</td> </tr> <tr> <th>18</th> <td>C4</td> <td>0.0</td> <td>451883</td> <td>1.0000</td> <td>409068.6906</td> <td>Upper</td> </tr> <tr> <th>19</th> <td>C5</td> <td>0.0</td> <td>372435</td> <td>1.0000</td> <td>364499.2464</td> <td>Upper</td> </tr> <tr> <th>20</th> <td>C6</td> <td>1.0</td> <td>341552</td> <td>1.0000</td> <td>307653.9177</td> <td>Upper</td> </tr> <tr> <th>21</th> <td>C7</td> <td>0.0</td> <td>523142</td> <td>1.0000</td> <td>471218.4048</td> <td>Upper</td> </tr> <tr> <th>22</th> <td>C8</td> <td>0.0</td> <td>447667</td> <td>1.0000</td> <td>404764.3404</td> <td>Upper</td> </tr> <tr> <th>23</th> <td>C9</td> <td>1.0</td> <td>228938</td> <td>1.0000</td> <td>228017.0828</td> <td>Upper</td> </tr> <tr> <th>24</th> <td>C10</td> <td>0.0</td> <td>453442</td> <td>1.0000</td> <td>409997.0470</td> <td>Upper</td> </tr> <tr> <th>25</th> <td>C11</td> <td>1.0</td> <td>389692</td> <td>1.0000</td> <td>345439.7875</td> <td>Upper</td> </tr> <tr> <th>26</th> <td>C12</td> <td>0.0</td> <td>489199</td> <td>1.0000</td> <td>439776.9476</td> <td>Upper</td> </tr> <tr> <th>27</th> <td>C13</td> <td>1.0</td> <td>199337</td> <td>1.0000</td> <td>176718.3284</td> <td>Upper</td> </tr> <tr> <th>28</th> <td>C14</td> <td>1.0</td> <td>320189</td> <td>1.0000</td> <td>295132.4978</td> <td>Upper</td> </tr> <tr> <th>29</th> <td>D1</td> <td>0.0</td> <td>280130</td> <td>0.8974</td> <td>262727.1064</td> <td>Upper</td> </tr> <tr> <th>30</th> <td>D2</td> <td>0.0</td> <td>15124</td> <td>0.8974</td> <td>14581.0730</td> <td>Upper</td> </tr> <tr> <th>31</th> <td>D3</td> <td>0.0</td> <td>73094</td> <td>0.0649</td> <td>69729.8436</td> <td>Upper</td> </tr> <tr> <th>32</th> <td>D4</td> <td>0.0</td> <td>166571</td> <td>0.0808</td> <td>153541.5152</td> <td>Upper</td> </tr> <tr> <th>33</th> <td>D5</td> <td>0.0</td> <td>65377</td> <td>0.0688</td> <td>61930.4640</td> <td>Upper</td> </tr> <tr> <th>34</th> <td>D6</td> <td>0.0</td> <td>45782</td> <td>0.0829</td> <td>42118.3174</td> <td>Upper</td> </tr> <tr> <th>35</th> <td>D7</td> <td>0.0</td> <td>21135</td> <td>0.0597</td> <td>19975.7454</td> <td>Upper</td> </tr> <tr> <th>36</th> <td>D8</td> <td>0.791666</td> <td>1351</td> <td>1.0000</td> <td>1321.5881</td> <td>Upper</td> </tr> <tr> <th>37</th> <td>D8</td> <td>0.833333</td> <td>1327</td> <td>1.0000</td> <td>1321.5881</td> <td>Upper</td> </tr> <tr> <th>38</th> <td>D10</td> <td>0.0</td> <td>221930</td> <td>0.0818</td> <td>204200.3408</td> <td>Upper</td> </tr> <tr> <th>39</th> <td>D11</td> <td>NaN</td> <td>0</td> <td>0.0676</td> <td>104904.7584</td> <td>Lower</td> </tr> <tr> <th>40</th> <td>D11</td> <td>0.0</td> <td>112281</td> <td>0.0676</td> <td>104904.7584</td> <td>Upper</td> </tr> <tr> <th>41</th> <td>D12</td> <td>0.0</td> <td>42756</td> <td>0.0635</td> <td>40137.8950</td> <td>Upper</td> </tr> <tr> <th>42</th> <td>D13</td> <td>0.0</td> <td>48840</td> <td>0.0577</td> <td>46085.2289</td> <td>Upper</td> </tr> <tr> <th>43</th> <td>D14</td> <td>0.0</td> <td>45266</td> <td>0.0802</td> <td>41724.2878</td> <td>Upper</td> </tr> <tr> <th>44</th> <td>D15</td> <td>0.0</td> <td>174246</td> <td>0.0859</td> <td>159788.1710</td> <td>Upper</td> </tr> <tr> <th>45</th> <td>V2</td> <td>1.0</td> <td>298894</td> <td>0.0009</td> <td>298634.8288</td> <td>Upper</td> </tr> <tr> <th>46</th> <td>V3</td> <td>1.0</td> <td>290583</td> <td>0.0010</td> <td>290310.1800</td> <td>Upper</td> </tr> <tr> <th>47</th> <td>V4</td> <td>1.0</td> <td>246500</td> <td>0.0021</td> <td>246367.1309</td> <td>Upper</td> </tr> <tr> <th>48</th> <td>V5</td> <td>1.0</td> <td>242883</td> <td>0.0252</td> <td>242750.9751</td> <td>Upper</td> </tr> <tr> <th>49</th> <td>V6</td> <td>1.0</td> <td>298627</td> <td>0.0010</td> <td>298339.6920</td> <td>Upper</td> </tr> <tr> <th>50</th> <td>V7</td> <td>1.0</td> <td>291485</td> <td>0.0010</td> <td>291210.9790</td> <td>Upper</td> </tr> <tr> <th>51</th> <td>V8</td> <td>1.0</td> <td>303466</td> <td>0.0009</td> <td>303199.2490</td> <td>Upper</td> </tr> <tr> <th>52</th> <td>V9</td> <td>1.0</td> <td>299625</td> <td>0.0009</td> <td>299364.8271</td> <td>Upper</td> </tr> <tr> <th>53</th> <td>V13</td> <td>1.0</td> <td>287644</td> <td>0.0021</td> <td>287594.3756</td> <td>Upper</td> </tr> <tr> <th>54</th> <td>V15</td> <td>0.0</td> <td>452075</td> <td>0.0008</td> <td>451762.9192</td> <td>Upper</td> </tr> <tr> <th>55</th> <td>V16</td> <td>0.0</td> <td>452052</td> <td>0.0015</td> <td>451466.5455</td> <td>Upper</td> </tr> <tr> <th>56</th> <td>V17</td> <td>0.0</td> <td>447823</td> <td>0.0016</td> <td>447210.8736</td> <td>Upper</td> </tr> <tr> <th>57</th> <td>V18</td> <td>0.0</td> <td>447792</td> <td>0.0016</td> <td>447179.3552</td> <td>Upper</td> </tr> <tr> <th>58</th> <td>V19</td> <td>1.0</td> <td>405665</td> <td>0.0008</td> <td>405421.9648</td> <td>Upper</td> </tr> <tr> <th>59</th> <td>V20</td> <td>1.0</td> <td>401929</td> <td>0.0015</td> <td>401470.5835</td> <td>Upper</td> </tr> <tr> <th>60</th> <td>V21</td> <td>0.0</td> <td>448220</td> <td>0.0006</td> <td>447990.5702</td> <td>Upper</td> </tr> <tr> <th>61</th> <td>V22</td> <td>0.0</td> <td>448185</td> <td>0.0009</td> <td>447840.4341</td> <td>Upper</td> </tr> <tr> <th>62</th> <td>V23</td> <td>1.0</td> <td>498764</td> <td>0.0014</td> <td>498084.2062</td> <td>Upper</td> </tr> <tr> <th>63</th> <td>V24</td> <td>1.0</td> <td>488478</td> <td>0.0014</td> <td>487825.3354</td> <td>Upper</td> </tr> <tr> <th>64</th> <td>V25</td> <td>1.0</td> <td>497241</td> <td>0.0007</td> <td>496903.0568</td> <td>Upper</td> </tr> <tr> <th>65</th> <td>V26</td> <td>1.0</td> <td>495119</td> <td>0.0013</td> <td>494492.3337</td> <td>Upper</td> </tr> <tr> <th>66</th> <td>V27</td> <td>0.0</td> <td>514076</td> <td>0.0004</td> <td>513870.5236</td> <td>Upper</td> </tr> <tr> <th>67</th> <td>V28</td> <td>0.0</td> <td>514073</td> <td>0.0004</td> <td>513867.5160</td> <td>Upper</td> </tr> <tr> <th>68</th> <td>V29</td> <td>0.0</td> <td>320407</td> <td>0.0012</td> <td>320328.1918</td> <td>Upper</td> </tr> <tr> <th>69</th> <td>V30</td> <td>0.0</td> <td>319017</td> <td>0.0048</td> <td>318909.0928</td> <td>Upper</td> </tr> <tr> <th>70</th> <td>V31</td> <td>0.0</td> <td>443045</td> <td>0.0008</td> <td>442747.1472</td> <td>Upper</td> </tr> <tr> <th>71</th> <td>V32</td> <td>0.0</td> <td>443018</td> <td>0.0015</td> <td>442458.9335</td> <td>Upper</td> </tr> <tr> <th>72</th> <td>V33</td> <td>0.0</td> <td>447769</td> <td>0.0007</td> <td>447501.9486</td> <td>Upper</td> </tr> <tr> <th>73</th> <td>V34</td> <td>0.0</td> <td>443989</td> <td>0.0013</td> <td>443502.5231</td> <td>Upper</td> </tr> <tr> <th>74</th> <td>V37</td> <td>1.0</td> <td>395228</td> <td>0.0055</td> <td>393155.7375</td> <td>Upper</td> </tr> <tr> <th>75</th> <td>V38</td> <td>1.0</td> <td>382093</td> <td>0.0055</td> <td>380145.8900</td> <td>Upper</td> </tr> <tr> <th>76</th> <td>V39</td> <td>0.0</td> <td>357994</td> <td>0.0016</td> <td>357517.0832</td> <td>Upper</td> </tr> <tr> <th>77</th> <td>V40</td> <td>0.0</td> <td>357837</td> <td>0.0018</td> <td>357296.3448</td> <td>Upper</td> </tr> <tr> <th>78</th> <td>V42</td> <td>0.0</td> <td>358439</td> <td>0.0018</td> <td>358171.1258</td> <td>Upper</td> </tr> <tr> <th>79</th> <td>V43</td> <td>0.0</td> <td>358261</td> <td>0.0018</td> <td>357989.8012</td> <td>Upper</td> </tr> <tr> <th>80</th> <td>V44</td> <td>1.0</td> <td>397653</td> <td>0.0049</td> <td>395799.7269</td> <td>Upper</td> </tr> <tr> <th>81</th> <td>V45</td> <td>1.0</td> <td>387027</td> <td>0.0049</td> <td>385268.3802</td> <td>Upper</td> </tr> <tr> <th>82</th> <td>V46</td> <td>1.0</td> <td>412247</td> <td>0.0028</td> <td>411964.2651</td> <td>Upper</td> </tr> <tr> <th>83</th> <td>V47</td> <td>1.0</td> <td>406519</td> <td>0.0009</td> <td>406165.1830</td> <td>Upper</td> </tr> <tr> <th>84</th> <td>V48</td> <td>0.0</td> <td>264325</td> <td>0.0012</td> <td>264258.3652</td> <td>Upper</td> </tr> <tr> <th>85</th> <td>V49</td> <td>0.0</td> <td>263761</td> <td>0.0468</td> <td>263692.2934</td> <td>Upper</td> </tr> <tr> <th>86</th> <td>V50</td> <td>0.0</td> <td>352482</td> <td>0.0018</td> <td>352311.8010</td> <td>Upper</td> </tr> <tr> <th>87</th> <td>V51</td> <td>0.0</td> <td>353522</td> <td>0.0028</td> <td>353319.8771</td> <td>Upper</td> </tr> <tr> <th>88</th> <td>V52</td> <td>0.0</td> <td>351237</td> <td>0.0009</td> <td>350979.4137</td> <td>Upper</td> </tr> <tr> <th>89</th> <td>V53</td> <td>1.0</td> <td>288055</td> <td>0.0042</td> <td>288014.9032</td> <td>Upper</td> </tr> <tr> <th>90</th> <td>V54</td> <td>1.0</td> <td>295235</td> <td>0.0021</td> <td>295173.2831</td> <td>Upper</td> </tr> <tr> <th>91</th> <td>V55</td> <td>1.0</td> <td>489239</td> <td>0.0018</td> <td>488391.6050</td> <td>Upper</td> </tr> <tr> <th>92</th> <td>V56</td> <td>1.0</td> <td>472700</td> <td>0.0052</td> <td>470402.5672</td> <td>Upper</td> </tr> <tr> <th>93</th> <td>V57</td> <td>0.0</td> <td>449807</td> <td>0.0014</td> <td>449535.3041</td> <td>Upper</td> </tr> <tr> <th>94</th> <td>V58</td> <td>0.0</td> <td>449600</td> <td>0.0055</td> <td>449172.1682</td> <td>Upper</td> </tr> <tr> <th>95</th> <td>V59</td> <td>0.0</td> <td>448636</td> <td>0.0017</td> <td>447978.5080</td> <td>Upper</td> </tr> <tr> <th>96</th> <td>V60</td> <td>0.0</td> <td>448369</td> <td>0.0017</td> <td>447708.0740</td> <td>Upper</td> </tr> <tr> <th>97</th> <td>V61</td> <td>1.0</td> <td>404182</td> <td>0.0028</td> <td>403968.2515</td> <td>Upper</td> </tr> <tr> <th>98</th> <td>V62</td> <td>1.0</td> <td>398513</td> <td>0.0055</td> <td>398177.1304</td> <td>Upper</td> </tr> <tr> <th>99</th> <td>V63</td> <td>0.0</td> <td>448961</td> <td>0.0048</td> <td>448651.6160</td> <td>Upper</td> </tr> <tr> <th>100</th> <td>V64</td> <td>0.0</td> <td>448662</td> <td>0.0080</td> <td>448349.9080</td> <td>Upper</td> </tr> <tr> <th>101</th> <td>V66</td> <td>1.0</td> <td>490779</td> <td>0.0008</td> <td>490399.5112</td> <td>Upper</td> </tr> <tr> <th>102</th> <td>V67</td> <td>1.0</td> <td>486457</td> <td>0.0018</td> <td>486032.2972</td> <td>Upper</td> </tr> <tr> <th>103</th> <td>V68</td> <td>0.0</td> <td>513178</td> <td>0.0024</td> <td>513024.1240</td> <td>Upper</td> </tr> <tr> <th>104</th> <td>V69</td> <td>0.0</td> <td>319136</td> <td>0.0012</td> <td>319057.8140</td> <td>Upper</td> </tr> <tr> <th>105</th> <td>V70</td> <td>0.0</td> <td>317801</td> <td>0.0007</td> <td>317707.4632</td> <td>Upper</td> </tr> <tr> <th>106</th> <td>V71</td> <td>0.0</td> <td>443821</td> <td>0.0014</td> <td>443557.5298</td> <td>Upper</td> </tr> <tr> <th>107</th> <td>V72</td> <td>0.0</td> <td>443611</td> <td>0.0055</td> <td>443196.0283</td> <td>Upper</td> </tr> <tr> <th>108</th> <td>V73</td> <td>0.0</td> <td>444786</td> <td>0.0008</td> <td>444482.8224</td> <td>Upper</td> </tr> <tr> <th>109</th> <td>V74</td> <td>0.0</td> <td>440878</td> <td>0.0018</td> <td>440542.2442</td> <td>Upper</td> </tr> <tr> <th>110</th> <td>V76</td> <td>1.0</td> <td>273293</td> <td>0.0014</td> <td>273254.1668</td> <td>Upper</td> </tr> <tr> <th>111</th> <td>V77</td> <td>1.0</td> <td>474434</td> <td>0.0031</td> <td>473022.0151</td> <td>Upper</td> </tr> <tr> <th>112</th> <td>V78</td> <td>1.0</td> <td>457915</td> <td>0.0032</td> <td>456550.0368</td> <td>Upper</td> </tr> <tr> <th>113</th> <td>V79</td> <td>0.0</td> <td>436802</td> <td>0.0104</td> <td>436501.9592</td> <td>Upper</td> </tr> <tr> <th>114</th> <td>V80</td> <td>0.0</td> <td>434732</td> <td>0.0020</td> <td>433989.2720</td> <td>Upper</td> </tr> <tr> <th>115</th> <td>V81</td> <td>0.0</td> <td>434653</td> <td>0.0020</td> <td>433905.3520</td> <td>Upper</td> </tr> <tr> <th>116</th> <td>V82</td> <td>1.0</td> <td>402612</td> <td>0.0016</td> <td>402360.9160</td> <td>Upper</td> </tr> <tr> <th>117</th> <td>V83</td> <td>1.0</td> <td>396619</td> <td>0.0200</td> <td>396368.5888</td> <td>Upper</td> </tr> <tr> <th>118</th> <td>V84</td> <td>0.0</td> <td>435246</td> <td>0.0040</td> <td>434948.8816</td> <td>Upper</td> </tr> <tr> <th>119</th> <td>V85</td> <td>0.0</td> <td>435103</td> <td>0.0120</td> <td>434802.5696</td> <td>Upper</td> </tr> <tr> <th>120</th> <td>V86</td> <td>1.0</td> <td>476911</td> <td>0.0031</td> <td>475493.1096</td> <td>Upper</td> </tr> <tr> <th>121</th> <td>V87</td> <td>1.0</td> <td>463708</td> <td>0.0031</td> <td>462366.0844</td> <td>Upper</td> </tr> <tr> <th>122</th> <td>V89</td> <td>0.0</td> <td>500954</td> <td>0.0090</td> <td>500803.8314</td> <td>Upper</td> </tr> <tr> <th>123</th> <td>V90</td> <td>0.0</td> <td>305817</td> <td>0.0024</td> <td>305747.6070</td> <td>Upper</td> </tr> <tr> <th>124</th> <td>V91</td> <td>0.0</td> <td>305135</td> <td>0.0042</td> <td>305050.2902</td> <td>Upper</td> </tr> <tr> <th>125</th> <td>V92</td> <td>0.0</td> <td>428699</td> <td>0.0016</td> <td>428412.4496</td> <td>Upper</td> </tr> <tr> <th>126</th> <td>V93</td> <td>0.0</td> <td>428694</td> <td>0.0104</td> <td>428406.4016</td> <td>Upper</td> </tr> <tr> <th>127</th> <td>V94</td> <td>0.0</td> <td>432688</td> <td>0.0012</td> <td>432578.7988</td> <td>Upper</td> </tr> <tr> <th>128</th> <td>V95</td> <td>0.0</td> <td>510542</td> <td>0.0881</td> <td>470145.1546</td> <td>Upper</td> </tr> <tr> <th>129</th> <td>V96</td> <td>0.0</td> <td>366578</td> <td>0.1410</td> <td>328375.1780</td> <td>Upper</td> </tr> <tr> <th>130</th> <td>V96</td> <td>NaN</td> <td>0</td> <td>0.1410</td> <td>328375.1780</td> <td>Lower</td> </tr> <tr> <th>131</th> <td>V97</td> <td>0.0</td> <td>454213</td> <td>0.0976</td> <td>417500.0768</td> <td>Upper</td> </tr> <tr> <th>132</th> <td>V98</td> <td>0.0</td> <td>558622</td> <td>0.0013</td> <td>557931.8898</td> <td>Upper</td> </tr> <tr> <th>133</th> <td>V99</td> <td>0.0</td> <td>403766</td> <td>0.0089</td> <td>400945.9015</td> <td>Upper</td> </tr> <tr> <th>134</th> <td>V100</td> <td>0.0</td> <td>496523</td> <td>0.0029</td> <td>495268.0946</td> <td>Upper</td> </tr> <tr> <th>135</th> <td>V101</td> <td>0.0</td> <td>556214</td> <td>0.0870</td> <td>509545.7210</td> <td>Upper</td> </tr> <tr> <th>136</th> <td>V102</td> <td>0.0</td> <td>535961</td> <td>0.1285</td> <td>470234.6635</td> <td>Upper</td> </tr> <tr> <th>137</th> <td>V102</td> <td>NaN</td> <td>0</td> <td>0.1285</td> <td>470234.6635</td> <td>Lower</td> </tr> <tr> <th>138</th> <td>V103</td> <td>0.0</td> <td>547743</td> <td>0.0928</td> <td>498894.9360</td> <td>Upper</td> </tr> <tr> <th>139</th> <td>V104</td> <td>0.0</td> <td>563527</td> <td>0.0064</td> <td>562656.3568</td> <td>Upper</td> </tr> <tr> <th>140</th> <td>V105</td> <td>0.0</td> <td>547750</td> <td>0.0100</td> <td>542549.6100</td> <td>Upper</td> </tr> <tr> <th>141</th> <td>V106</td> <td>0.0</td> <td>558074</td> <td>0.0056</td> <td>555073.6992</td> <td>Upper</td> </tr> <tr> <th>142</th> <td>V108</td> <td>1.0</td> <td>587242</td> <td>0.0008</td> <td>586774.2592</td> <td>Upper</td> </tr> <tr> <th>143</th> <td>V109</td> <td>1.0</td> <td>581702</td> <td>0.0008</td> <td>581243.1968</td> <td>Upper</td> </tr> <tr> <th>144</th> <td>V110</td> <td>1.0</td> <td>585561</td> <td>0.0008</td> <td>585095.9976</td> <td>Upper</td> </tr> <tr> <th>145</th> <td>V111</td> <td>1.0</td> <td>588499</td> <td>0.0010</td> <td>587911.7940</td> <td>Upper</td> </tr> <tr> <th>146</th> <td>V112</td> <td>1.0</td> <td>587233</td> <td>0.0010</td> <td>586648.5110</td> <td>Upper</td> </tr> <tr> <th>147</th> <td>V113</td> <td>1.0</td> <td>588168</td> <td>0.0010</td> <td>587581.5280</td> <td>Upper</td> </tr> <tr> <th>148</th> <td>V114</td> <td>1.0</td> <td>584688</td> <td>0.0077</td> <td>584282.1862</td> <td>Upper</td> </tr> <tr> <th>149</th> <td>V115</td> <td>1.0</td> <td>572121</td> <td>0.0077</td> <td>571732.4321</td> <td>Upper</td> </tr> <tr> <th>150</th> <td>V116</td> <td>1.0</td> <td>581192</td> <td>0.0077</td> <td>580791.0281</td> <td>Upper</td> </tr> <tr> <th>151</th> <td>V117</td> <td>1.0</td> <td>589499</td> <td>0.0008</td> <td>589263.3908</td> <td>Upper</td> </tr> <tr> <th>152</th> <td>V118</td> <td>1.0</td> <td>589238</td> <td>0.0008</td> <td>589002.6752</td> <td>Upper</td> </tr> <tr> <th>153</th> <td>V119</td> <td>1.0</td> <td>589450</td> <td>0.0008</td> <td>589214.4600</td> <td>Upper</td> </tr> <tr> <th>154</th> <td>V120</td> <td>1.0</td> <td>589218</td> <td>0.0024</td> <td>588982.6140</td> <td>Upper</td> </tr> <tr> <th>155</th> <td>V121</td> <td>1.0</td> <td>587594</td> <td>0.0048</td> <td>587359.9864</td> <td>Upper</td> </tr> <tr> <th>156</th> <td>V122</td> <td>1.0</td> <td>588846</td> <td>0.0024</td> <td>588610.9416</td> <td>Upper</td> </tr> <tr> <th>157</th> <td>V123</td> <td>1.0</td> <td>574712</td> <td>0.0028</td> <td>573925.9028</td> <td>Upper</td> </tr> <tr> <th>158</th> <td>V124</td> <td>1.0</td> <td>546045</td> <td>0.0028</td> <td>545332.0262</td> <td>Upper</td> </tr> <tr> <th>159</th> <td>V125</td> <td>1.0</td> <td>565575</td> <td>0.0028</td> <td>564812.3416</td> <td>Upper</td> </tr> <tr> <th>160</th> <td>V126</td> <td>0.0</td> <td>510542</td> <td>1.0000</td> <td>3404.1595</td> <td>Upper</td> </tr> <tr> <th>161</th> <td>V126</td> <td>117.0</td> <td>3407</td> <td>1.0000</td> <td>3404.1595</td> <td>Upper</td> </tr> <tr> <th>162</th> <td>V127</td> <td>0.0</td> <td>366578</td> <td>1.0000</td> <td>5236.3486</td> <td>Upper</td> </tr> <tr> <th>163</th> <td>V127</td> <td>107.949997</td> <td>5850</td> <td>1.0000</td> <td>5236.3486</td> <td>Upper</td> </tr> <tr> <th>164</th> <td>V127</td> <td>57.950001</td> <td>5303</td> <td>1.0000</td> <td>5236.3486</td> <td>Upper</td> </tr> <tr> <th>165</th> <td>V128</td> <td>0.0</td> <td>454213</td> <td>1.0000</td> <td>5196.3527</td> <td>Upper</td> </tr> <tr> <th>166</th> <td>V128</td> <td>117.0</td> <td>5259</td> <td>1.0000</td> <td>5196.3527</td> <td>Upper</td> </tr> <tr> <th>167</th> <td>V129</td> <td>0.0</td> <td>558622</td> <td>0.1968</td> <td>449177.1904</td> <td>Upper</td> </tr> <tr> <th>168</th> <td>V130</td> <td>0.0</td> <td>403766</td> <td>1.0000</td> <td>5787.2656</td> <td>Upper</td> </tr> <tr> <th>169</th> <td>V130</td> <td>107.949997</td> <td>5902</td> <td>1.0000</td> <td>5787.2656</td> <td>Upper</td> </tr> <tr> <th>170</th> <td>V131</td> <td>0.0</td> <td>496523</td> <td>0.4444</td> <td>278198.1680</td> <td>Upper</td> </tr> <tr> <th>171</th> <td>V132</td> <td>0.0</td> <td>556214</td> <td>0.6560</td> <td>192290.7840</td> <td>Upper</td> </tr> <tr> <th>172</th> <td>V133</td> <td>0.0</td> <td>535961</td> <td>0.9949</td> <td>4611.7723</td> <td>Upper</td> </tr> <tr> <th>173</th> <td>V134</td> <td>0.0</td> <td>547743</td> <td>0.8178</td> <td>101151.4158</td> <td>Upper</td> </tr> <tr> <th>174</th> <td>V135</td> <td>0.0</td> <td>563527</td> <td>0.3724</td> <td>354118.6596</td> <td>Upper</td> </tr> <tr> <th>175</th> <td>V136</td> <td>0.0</td> <td>547750</td> <td>0.4852</td> <td>282633.3236</td> <td>Upper</td> </tr> <tr> <th>176</th> <td>V137</td> <td>0.0</td> <td>558074</td> <td>0.4252</td> <td>321323.0652</td> <td>Upper</td> </tr> <tr> <th>177</th> <td>V138</td> <td>0.0</td> <td>80610</td> <td>0.0023</td> <td>80426.4623</td> <td>Upper</td> </tr> <tr> <th>178</th> <td>V139</td> <td>1.0</td> <td>47430</td> <td>0.0034</td> <td>47343.0212</td> <td>Upper</td> </tr> <tr> <th>179</th> <td>V140</td> <td>1.0</td> <td>46598</td> <td>0.0034</td> <td>46513.7718</td> <td>Upper</td> </tr> <tr> <th>180</th> <td>V141</td> <td>0.0</td> <td>79211</td> <td>0.0012</td> <td>79164.9290</td> <td>Upper</td> </tr> <tr> <th>181</th> <td>V142</td> <td>0.0</td> <td>79152</td> <td>0.0010</td> <td>79075.0090</td> <td>Upper</td> </tr> <tr> <th>182</th> <td>V143</td> <td>0.0</td> <td>63872</td> <td>0.0870</td> <td>58642.8650</td> <td>Upper</td> </tr> <tr> <th>183</th> <td>V144</td> <td>0.0</td> <td>62439</td> <td>0.0252</td> <td>62079.7677</td> <td>Upper</td> </tr> <tr> <th>184</th> <td>V145</td> <td>0.0</td> <td>61241</td> <td>0.0260</td> <td>59777.6420</td> <td>Upper</td> </tr> <tr> <th>185</th> <td>V146</td> <td>0.0</td> <td>74718</td> <td>0.0025</td> <td>74542.1800</td> <td>Upper</td> </tr> <tr> <th>186</th> <td>V147</td> <td>0.0</td> <td>74531</td> <td>0.0027</td> <td>74341.6355</td> <td>Upper</td> </tr> <tr> <th>187</th> <td>V148</td> <td>1.0</td> <td>58650</td> <td>0.0021</td> <td>58572.7158</td> <td>Upper</td> </tr> <tr> <th>188</th> <td>V149</td> <td>1.0</td> <td>58370</td> <td>0.0021</td> <td>58293.2555</td> <td>Upper</td> </tr> <tr> <th>189</th> <td>V150</td> <td>1.0</td> <td>67559</td> <td>0.1996</td> <td>54605.7584</td> <td>Upper</td> </tr> <tr> <th>190</th> <td>V151</td> <td>1.0</td> <td>70098</td> <td>0.0056</td> <td>69715.3632</td> <td>Upper</td> </tr> <tr> <th>191</th> <td>V152</td> <td>1.0</td> <td>68064</td> <td>0.0039</td> <td>67814.1621</td> <td>Upper</td> </tr> <tr> <th>192</th> <td>V153</td> <td>1.0</td> <td>59143</td> <td>0.0019</td> <td>59072.1395</td> <td>Upper</td> </tr> <tr> <th>193</th> <td>V154</td> <td>1.0</td> <td>59033</td> <td>0.0019</td> <td>58962.3048</td> <td>Upper</td> </tr> <tr> <th>194</th> <td>V155</td> <td>1.0</td> <td>58584</td> <td>0.0025</td> <td>58492.1600</td> <td>Upper</td> </tr> <tr> <th>195</th> <td>V156</td> <td>1.0</td> <td>58302</td> <td>0.0025</td> <td>58210.8075</td> <td>Upper</td> </tr> <tr> <th>196</th> <td>V157</td> <td>1.0</td> <td>55280</td> <td>0.0025</td> <td>55196.4200</td> <td>Upper</td> </tr> <tr> <th>197</th> <td>V158</td> <td>1.0</td> <td>54744</td> <td>0.0025</td> <td>54661.7025</td> <td>Upper</td> </tr> <tr> <th>198</th> <td>V159</td> <td>0.0</td> <td>68397</td> <td>0.6663</td> <td>23099.2608</td> <td>Upper</td> </tr> <tr> <th>199</th> <td>V160</td> <td>NaN</td> <td>0</td> <td>0.9621</td> <td>3290.5664</td> <td>Lower</td> </tr> <tr> <th>200</th> <td>V160</td> <td>0.0</td> <td>63341</td> <td>0.9621</td> <td>3290.5664</td> <td>Upper</td> </tr> <tr> <th>201</th> <td>V161</td> <td>0.0</td> <td>79211</td> <td>0.0079</td> <td>78588.9619</td> <td>Upper</td> </tr> <tr> <th>202</th> <td>V162</td> <td>0.0</td> <td>79008</td> <td>0.0185</td> <td>77554.6030</td> <td>Upper</td> </tr> <tr> <th>203</th> <td>V163</td> <td>0.0</td> <td>79152</td> <td>0.0106</td> <td>78318.0026</td> <td>Upper</td> </tr> <tr> <th>204</th> <td>V164</td> <td>0.0</td> <td>63872</td> <td>0.1978</td> <td>51432.3580</td> <td>Upper</td> </tr> <tr> <th>205</th> <td>V165</td> <td>0.0</td> <td>62598</td> <td>0.2547</td> <td>46888.8681</td> <td>Upper</td> </tr> <tr> <th>206</th> <td>V166</td> <td>0.0</td> <td>62439</td> <td>0.0987</td> <td>56413.5624</td> <td>Upper</td> </tr> <tr> <th>207</th> <td>V167</td> <td>0.0</td> <td>106161</td> <td>0.0873</td> <td>98251.6200</td> <td>Upper</td> </tr> <tr> <th>208</th> <td>V168</td> <td>0.0</td> <td>101660</td> <td>0.0965</td> <td>93445.1480</td> <td>Upper</td> </tr> <tr> <th>209</th> <td>V169</td> <td>0.0</td> <td>130911</td> <td>0.0020</td> <td>130657.4120</td> <td>Upper</td> </tr> <tr> <th>210</th> <td>V170</td> <td>1.0</td> <td>101509</td> <td>0.0049</td> <td>101081.4554</td> <td>Upper</td> </tr> <tr> <th>211</th> <td>V171</td> <td>1.0</td> <td>96818</td> <td>0.0062</td> <td>96311.2740</td> <td>Upper</td> </tr> <tr> <th>212</th> <td>V172</td> <td>0.0</td> <td>128800</td> <td>0.0032</td> <td>128415.6736</td> <td>Upper</td> </tr> <tr> <th>213</th> <td>V173</td> <td>0.0</td> <td>132868</td> <td>0.0008</td> <td>132766.5216</td> <td>Upper</td> </tr> <tr> <th>214</th> <td>V174</td> <td>0.0</td> <td>123863</td> <td>0.0009</td> <td>123764.4266</td> <td>Upper</td> </tr> <tr> <th>215</th> <td>V175</td> <td>0.0</td> <td>123575</td> <td>0.0015</td> <td>123407.5805</td> <td>Upper</td> </tr> <tr> <th>216</th> <td>V176</td> <td>1.0</td> <td>120220</td> <td>0.0098</td> <td>119682.9404</td> <td>Upper</td> </tr> <tr> <th>217</th> <td>V177</td> <td>0.0</td> <td>120997</td> <td>0.0862</td> <td>111229.6780</td> <td>Upper</td> </tr> <tr> <th>218</th> <td>V178</td> <td>NaN</td> <td>0</td> <td>0.1236</td> <td>105083.3988</td> <td>Lower</td> </tr> <tr> <th>219</th> <td>V178</td> <td>0.0</td> <td>118836</td> <td>0.1236</td> <td>105083.3988</td> <td>Upper</td> </tr> <tr> <th>220</th> <td>V179</td> <td>0.0</td> <td>119688</td> <td>0.0921</td> <td>109361.9322</td> <td>Upper</td> </tr> <tr> <th>221</th> <td>V180</td> <td>0.0</td> <td>122945</td> <td>0.0084</td> <td>121990.5332</td> <td>Upper</td> </tr> <tr> <th>222</th> <td>V181</td> <td>0.0</td> <td>125518</td> <td>0.0025</td> <td>125225.4900</td> <td>Upper</td> </tr> <tr> <th>223</th> <td>V182</td> <td>0.0</td> <td>123142</td> <td>0.0084</td> <td>122184.0892</td> <td>Upper</td> </tr> <tr> <th>224</th> <td>V183</td> <td>0.0</td> <td>124108</td> <td>0.0042</td> <td>123623.8450</td> <td>Upper</td> </tr> <tr> <th>225</th> <td>V184</td> <td>0.0</td> <td>127855</td> <td>0.0017</td> <td>127651.5440</td> <td>Upper</td> </tr> <tr> <th>226</th> <td>V185</td> <td>0.0</td> <td>126057</td> <td>0.0032</td> <td>125680.2288</td> <td>Upper</td> </tr> <tr> <th>227</th> <td>V186</td> <td>1.0</td> <td>132235</td> <td>0.0078</td> <td>131737.2196</td> <td>Upper</td> </tr> <tr> <th>228</th> <td>V187</td> <td>1.0</td> <td>130076</td> <td>0.0215</td> <td>127404.3240</td> <td>Upper</td> </tr> <tr> <th>229</th> <td>V188</td> <td>1.0</td> <td>123940</td> <td>0.0031</td> <td>123585.8343</td> <td>Upper</td> </tr> <tr> <th>230</th> <td>V189</td> <td>1.0</td> <td>123163</td> <td>0.0031</td> <td>122810.8896</td> <td>Upper</td> </tr> <tr> <th>231</th> <td>V190</td> <td>1.0</td> <td>128846</td> <td>0.0043</td> <td>128321.3570</td> <td>Upper</td> </tr> <tr> <th>232</th> <td>V191</td> <td>1.0</td> <td>136888</td> <td>0.0132</td> <td>136590.4698</td> <td>Upper</td> </tr> <tr> <th>233</th> <td>V192</td> <td>1.0</td> <td>135994</td> <td>0.0090</td> <td>135391.6075</td> <td>Upper</td> </tr> <tr> <th>234</th> <td>V193</td> <td>1.0</td> <td>136424</td> <td>0.0038</td> <td>135912.4706</td> <td>Upper</td> </tr> <tr> <th>235</th> <td>V194</td> <td>1.0</td> <td>128509</td> <td>0.0008</td> <td>128413.9472</td> <td>Upper</td> </tr> <tr> <th>236</th> <td>V195</td> <td>1.0</td> <td>128253</td> <td>0.0017</td> <td>128051.2542</td> <td>Upper</td> </tr> <tr> <th>237</th> <td>V196</td> <td>1.0</td> <td>136911</td> <td>0.0078</td> <td>136382.5656</td> <td>Upper</td> </tr> <tr> <th>238</th> <td>V197</td> <td>1.0</td> <td>128419</td> <td>0.0015</td> <td>128240.9110</td> <td>Upper</td> </tr> <tr> <th>239</th> <td>V198</td> <td>1.0</td> <td>128276</td> <td>0.0022</td> <td>128014.8666</td> <td>Upper</td> </tr> <tr> <th>240</th> <td>V199</td> <td>1.0</td> <td>125279</td> <td>0.0046</td> <td>124745.1792</td> <td>Upper</td> </tr> <tr> <th>241</th> <td>V200</td> <td>1.0</td> <td>117750</td> <td>0.0046</td> <td>117252.9378</td> <td>Upper</td> </tr> <tr> <th>242</th> <td>V201</td> <td>1.0</td> <td>116412</td> <td>0.0056</td> <td>115813.7352</td> <td>Upper</td> </tr> <tr> <th>243</th> <td>V202</td> <td>0.0</td> <td>106161</td> <td>1.0000</td> <td>2119.4580</td> <td>Upper</td> </tr> <tr> <th>244</th> <td>V202</td> <td>100.0</td> <td>2186</td> <td>1.0000</td> <td>2119.4580</td> <td>Upper</td> </tr> <tr> <th>245</th> <td>V203</td> <td>NaN</td> <td>0</td> <td>1.0000</td> <td>1979.8808</td> <td>Lower</td> </tr> <tr> <th>246</th> <td>V203</td> <td>0.0</td> <td>98207</td> <td>1.0000</td> <td>1979.8808</td> <td>Upper</td> </tr> <tr> <th>247</th> <td>V203</td> <td>100.0</td> <td>2372</td> <td>1.0000</td> <td>1979.8808</td> <td>Upper</td> </tr> <tr> <th>248</th> <td>V204</td> <td>0.0</td> <td>101660</td> <td>1.0000</td> <td>2075.2216</td> <td>Upper</td> </tr> <tr> <th>249</th> <td>V204</td> <td>100.0</td> <td>2289</td> <td>1.0000</td> <td>2075.2216</td> <td>Upper</td> </tr> <tr> <th>250</th> <td>V205</td> <td>0.0</td> <td>128800</td> <td>0.2240</td> <td>100082.7520</td> <td>Upper</td> </tr> <tr> <th>251</th> <td>V206</td> <td>0.0</td> <td>132868</td> <td>0.1780</td> <td>109268.7600</td> <td>Upper</td> </tr> <tr> <th>252</th> <td>V207</td> <td>0.0</td> <td>123086</td> <td>0.3246</td> <td>83428.9688</td> <td>Upper</td> </tr> <tr> <th>253</th> <td>V208</td> <td>0.0</td> <td>123863</td> <td>0.2552</td> <td>92626.0096</td> <td>Upper</td> </tr> <tr> <th>254</th> <td>V209</td> <td>0.0</td> <td>122714</td> <td>0.3451</td> <td>80683.2357</td> <td>Upper</td> </tr> <tr> <th>255</th> <td>V210</td> <td>0.0</td> <td>123575</td> <td>0.2836</td> <td>88909.1540</td> <td>Upper</td> </tr> <tr> <th>256</th> <td>V211</td> <td>0.0</td> <td>120997</td> <td>0.7624</td> <td>29496.8016</td> <td>Upper</td> </tr> <tr> <th>257</th> <td>V212</td> <td>NaN</td> <td>0</td> <td>0.8868</td> <td>14307.9972</td> <td>Lower</td> </tr> <tr> <th>258</th> <td>V212</td> <td>0.0</td> <td>118836</td> <td>0.8868</td> <td>14307.9972</td> <td>Upper</td> </tr> <tr> <th>259</th> <td>V213</td> <td>0.0</td> <td>119688</td> <td>0.8317</td> <td>20941.9224</td> <td>Upper</td> </tr> <tr> <th>260</th> <td>V214</td> <td>0.0</td> <td>125518</td> <td>0.2282</td> <td>97172.1370</td> <td>Upper</td> </tr> <tr> <th>261</th> <td>V215</td> <td>0.0</td> <td>123142</td> <td>0.2747</td> <td>89680.2436</td> <td>Upper</td> </tr> <tr> <th>262</th> <td>V216</td> <td>0.0</td> <td>124108</td> <td>0.2532</td> <td>93014.7868</td> <td>Upper</td> </tr> <tr> <th>263</th> <td>V217</td> <td>NaN</td> <td>0</td> <td>0.0304</td> <td>95764.4448</td> <td>Lower</td> </tr> <tr> <th>264</th> <td>V217</td> <td>0.0</td> <td>98285</td> <td>0.0304</td> <td>95764.4448</td> <td>Upper</td> </tr> <tr> <th>265</th> <td>V218</td> <td>0.0</td> <td>90334</td> <td>0.0401</td> <td>87403.6123</td> <td>Upper</td> </tr> <tr> <th>266</th> <td>V219</td> <td>NaN</td> <td>0</td> <td>0.0379</td> <td>91384.6279</td> <td>Lower</td> </tr> <tr> <th>267</th> <td>V219</td> <td>0.0</td> <td>94337</td> <td>0.0379</td> <td>91384.6279</td> <td>Upper</td> </tr> <tr> <th>268</th> <td>V220</td> <td>0.0</td> <td>133047</td> <td>0.0026</td> <td>132710.9448</td> <td>Upper</td> </tr> <tr> <th>269</th> <td>V221</td> <td>1.0</td> <td>82715</td> <td>0.0077</td> <td>82327.1202</td> <td>Upper</td> </tr> <tr> <th>270</th> <td>V222</td> <td>1.0</td> <td>80334</td> <td>0.0076</td> <td>79968.6680</td> <td>Upper</td> </tr> <tr> <th>271</th> <td>V223</td> <td>0.0</td> <td>120515</td> <td>0.0017</td> <td>120324.5660</td> <td>Upper</td> </tr> <tr> <th>272</th> <td>V224</td> <td>0.0</td> <td>112053</td> <td>0.0079</td> <td>111266.8473</td> <td>Upper</td> </tr> <tr> <th>273</th> <td>V225</td> <td>0.0</td> <td>116323</td> <td>0.0035</td> <td>115953.6625</td> <td>Upper</td> </tr> <tr> <th>274</th> <td>V226</td> <td>0.0</td> <td>122371</td> <td>0.0081</td> <td>121413.8797</td> <td>Upper</td> </tr> <tr> <th>275</th> <td>V227</td> <td>0.0</td> <td>128436</td> <td>0.0050</td> <td>127846.3350</td> <td>Upper</td> </tr> <tr> <th>276</th> <td>V228</td> <td>1.0</td> <td>111066</td> <td>0.0055</td> <td>110514.2620</td> <td>Upper</td> </tr> <tr> <th>277</th> <td>V229</td> <td>1.0</td> <td>104007</td> <td>0.0091</td> <td>103185.8888</td> <td>Upper</td> </tr> <tr> <th>278</th> <td>V230</td> <td>1.0</td> <td>107849</td> <td>0.0066</td> <td>107217.9872</td> <td>Upper</td> </tr> <tr> <th>279</th> <td>V231</td> <td>NaN</td> <td>0</td> <td>0.0294</td> <td>109786.0342</td> <td>Lower</td> </tr> <tr> <th>280</th> <td>V231</td> <td>0.0</td> <td>112885</td> <td>0.0294</td> <td>109786.0342</td> <td>Upper</td> </tr> <tr> <th>281</th> <td>V232</td> <td>NaN</td> <td>0</td> <td>0.0338</td> <td>107134.7888</td> <td>Lower</td> </tr> <tr> <th>282</th> <td>V232</td> <td>0.0</td> <td>110617</td> <td>0.0338</td> <td>107134.7888</td> <td>Upper</td> </tr> <tr> <th>283</th> <td>V233</td> <td>NaN</td> <td>0</td> <td>0.0333</td> <td>108282.2439</td> <td>Lower</td> </tr> <tr> <th>284</th> <td>V233</td> <td>0.0</td> <td>111756</td> <td>0.0333</td> <td>108282.2439</td> <td>Upper</td> </tr> <tr> <th>285</th> <td>V234</td> <td>0.0</td> <td>120416</td> <td>0.0122</td> <td>119076.4888</td> <td>Upper</td> </tr> <tr> <th>286</th> <td>V235</td> <td>0.0</td> <td>117724</td> <td>0.0024</td> <td>117461.5960</td> <td>Upper</td> </tr> <tr> <th>287</th> <td>V236</td> <td>0.0</td> <td>115566</td> <td>0.0046</td> <td>115077.1856</td> <td>Upper</td> </tr> <tr> <th>288</th> <td>V237</td> <td>0.0</td> <td>116709</td> <td>0.0040</td> <td>116277.3200</td> <td>Upper</td> </tr> <tr> <th>289</th> <td>V238</td> <td>0.0</td> <td>130158</td> <td>0.0024</td> <td>129863.5512</td> <td>Upper</td> </tr> <tr> <th>290</th> <td>V239</td> <td>0.0</td> <td>129713</td> <td>0.0024</td> <td>129420.0368</td> <td>Upper</td> </tr> <tr> <th>291</th> <td>V240</td> <td>1.0</td> <td>130330</td> <td>0.0012</td> <td>130251.8548</td> <td>Upper</td> </tr> <tr> <th>292</th> <td>V241</td> <td>1.0</td> <td>130394</td> <td>0.0005</td> <td>130328.8165</td> <td>Upper</td> </tr> <tr> <th>293</th> <td>V242</td> <td>1.0</td> <td>122640</td> <td>0.0021</td> <td>122393.4138</td> <td>Upper</td> </tr> <tr> <th>294</th> <td>V243</td> <td>1.0</td> <td>120245</td> <td>0.0043</td> <td>119756.8382</td> <td>Upper</td> </tr> <tr> <th>295</th> <td>V244</td> <td>1.0</td> <td>122583</td> <td>0.0023</td> <td>122312.8788</td> <td>Upper</td> </tr> <tr> <th>296</th> <td>V245</td> <td>1.0</td> <td>102995</td> <td>0.0058</td> <td>102585.2068</td> <td>Upper</td> </tr> <tr> <th>297</th> <td>V246</td> <td>1.0</td> <td>119374</td> <td>0.0046</td> <td>118858.2664</td> <td>Upper</td> </tr> <tr> <th>298</th> <td>V247</td> <td>1.0</td> <td>128180</td> <td>0.0019</td> <td>127939.9920</td> <td>Upper</td> </tr> <tr> <th>299</th> <td>V248</td> <td>1.0</td> <td>125554</td> <td>0.0023</td> <td>125274.3246</td> <td>Upper</td> </tr> <tr> <th>300</th> <td>V249</td> <td>1.0</td> <td>127197</td> <td>0.0023</td> <td>126910.4982</td> <td>Upper</td> </tr> <tr> <th>301</th> <td>V250</td> <td>1.0</td> <td>107386</td> <td>0.0019</td> <td>107243.4145</td> <td>Upper</td> </tr> <tr> <th>302</th> <td>V251</td> <td>1.0</td> <td>106932</td> <td>0.0019</td> <td>106790.1308</td> <td>Upper</td> </tr> <tr> <th>303</th> <td>V252</td> <td>1.0</td> <td>128186</td> <td>0.0025</td> <td>127869.5675</td> <td>Upper</td> </tr> <tr> <th>304</th> <td>V253</td> <td>1.0</td> <td>125102</td> <td>0.0066</td> <td>124301.0636</td> <td>Upper</td> </tr> <tr> <th>305</th> <td>V254</td> <td>1.0</td> <td>126996</td> <td>0.0045</td> <td>126435.5340</td> <td>Upper</td> </tr> <tr> <th>306</th> <td>V255</td> <td>1.0</td> <td>107128</td> <td>0.0046</td> <td>106783.9798</td> <td>Upper</td> </tr> <tr> <th>307</th> <td>V256</td> <td>1.0</td> <td>106671</td> <td>0.0048</td> <td>106313.8464</td> <td>Upper</td> </tr> <tr> <th>308</th> <td>V257</td> <td>1.0</td> <td>115835</td> <td>0.0049</td> <td>115314.3407</td> <td>Upper</td> </tr> <tr> <th>309</th> <td>V258</td> <td>1.0</td> <td>112953</td> <td>0.0067</td> <td>112271.5698</td> <td>Upper</td> </tr> <tr> <th>310</th> <td>V259</td> <td>1.0</td> <td>97473</td> <td>0.0068</td> <td>97030.1024</td> <td>Upper</td> </tr> <tr> <th>311</th> <td>V260</td> <td>1.0</td> <td>116252</td> <td>0.0009</td> <td>116156.4092</td> <td>Upper</td> </tr> <tr> <th>312</th> <td>V261</td> <td>1.0</td> <td>110560</td> <td>0.0041</td> <td>110145.1948</td> <td>Upper</td> </tr> <tr> <th>313</th> <td>V262</td> <td>1.0</td> <td>113703</td> <td>0.0021</td> <td>113484.7008</td> <td>Upper</td> </tr> <tr> <th>314</th> <td>V263</td> <td>0.0</td> <td>98285</td> <td>1.0000</td> <td>2146.2618</td> <td>Upper</td> </tr> <tr> <th>315</th> <td>V263</td> <td>100.0</td> <td>2175</td> <td>1.0000</td> <td>2146.2618</td> <td>Upper</td> </tr> <tr> <th>316</th> <td>V264</td> <td>0.0</td> <td>90334</td> <td>1.0000</td> <td>2192.6884</td> <td>Upper</td> </tr> <tr> <th>317</th> <td>V264</td> <td>100.0</td> <td>2462</td> <td>1.0000</td> <td>2192.6884</td> <td>Upper</td> </tr> <tr> <th>318</th> <td>V265</td> <td>0.0</td> <td>94337</td> <td>1.0000</td> <td>2200.9409</td> <td>Upper</td> </tr> <tr> <th>319</th> <td>V265</td> <td>100.0</td> <td>2335</td> <td>1.0000</td> <td>2200.9409</td> <td>Upper</td> </tr> <tr> <th>320</th> <td>V266</td> <td>0.0</td> <td>120515</td> <td>0.2178</td> <td>94351.9928</td> <td>Upper</td> </tr> <tr> <th>321</th> <td>V267</td> <td>0.0</td> <td>112053</td> <td>0.3616</td> <td>71809.8128</td> <td>Upper</td> </tr> <tr> <th>322</th> <td>V268</td> <td>0.0</td> <td>116323</td> <td>0.2756</td> <td>84426.1584</td> <td>Upper</td> </tr> <tr> <th>323</th> <td>V269</td> <td>0.0</td> <td>128257</td> <td>0.0151</td> <td>126323.5205</td> <td>Upper</td> </tr> <tr> <th>324</th> <td>V270</td> <td>0.0</td> <td>128634</td> <td>0.2340</td> <td>98691.3600</td> <td>Upper</td> </tr> <tr> <th>325</th> <td>V271</td> <td>0.0</td> <td>128066</td> <td>0.2787</td> <td>92552.9312</td> <td>Upper</td> </tr> <tr> <th>326</th> <td>V272</td> <td>0.0</td> <td>128436</td> <td>0.2507</td> <td>96415.3425</td> <td>Upper</td> </tr> <tr> <th>327</th> <td>V273</td> <td>0.0</td> <td>112885</td> <td>0.7177</td> <td>32567.9107</td> <td>Upper</td> </tr> <tr> <th>328</th> <td>V274</td> <td>0.0</td> <td>110617</td> <td>0.8315</td> <td>19448.8455</td> <td>Upper</td> </tr> <tr> <th>329</th> <td>V275</td> <td>0.0</td> <td>111756</td> <td>0.7776</td> <td>25604.1408</td> <td>Upper</td> </tr> <tr> <th>330</th> <td>V276</td> <td>0.0</td> <td>117724</td> <td>0.2263</td> <td>91369.3283</td> <td>Upper</td> </tr> <tr> <th>331</th> <td>V277</td> <td>0.0</td> <td>115566</td> <td>0.2540</td> <td>86552.3420</td> <td>Upper</td> </tr> <tr> <th>332</th> <td>V278</td> <td>0.0</td> <td>116709</td> <td>0.2398</td> <td>89032.7228</td> <td>Upper</td> </tr> <tr> <th>333</th> <td>V279</td> <td>0.0</td> <td>492169</td> <td>0.0881</td> <td>454136.6705</td> <td>Upper</td> </tr> <tr> <th>334</th> <td>V280</td> <td>0.0</td> <td>422464</td> <td>0.0975</td> <td>390134.7550</td> <td>Upper</td> </tr> <tr> <th>335</th> <td>V281</td> <td>0.0</td> <td>561201</td> <td>0.0023</td> <td>559949.0985</td> <td>Upper</td> </tr> <tr> <th>336</th> <td>V282</td> <td>1.0</td> <td>316455</td> <td>0.0033</td> <td>316112.9781</td> <td>Upper</td> </tr> <tr> <th>337</th> <td>V283</td> <td>1.0</td> <td>284599</td> <td>0.0062</td> <td>284145.7800</td> <td>Upper</td> </tr> <tr> <th>338</th> <td>V284</td> <td>0.0</td> <td>545552</td> <td>0.0013</td> <td>544893.9335</td> <td>Upper</td> </tr> <tr> <th>339</th> <td>V285</td> <td>0.0</td> <td>354815</td> <td>0.0096</td> <td>352429.0160</td> <td>Upper</td> </tr> <tr> <th>340</th> <td>V286</td> <td>0.0</td> <td>573290</td> <td>0.0009</td> <td>572788.5488</td> <td>Upper</td> </tr> <tr> <th>341</th> <td>V287</td> <td>0.0</td> <td>466863</td> <td>0.0096</td> <td>465636.4304</td> <td>Upper</td> </tr> <tr> <th>342</th> <td>V288</td> <td>0.0</td> <td>489641</td> <td>0.0011</td> <td>489203.2143</td> <td>Upper</td> </tr> <tr> <th>343</th> <td>V289</td> <td>0.0</td> <td>487073</td> <td>0.0013</td> <td>486538.5362</td> <td>Upper</td> </tr> <tr> <th>344</th> <td>V290</td> <td>1.0</td> <td>551866</td> <td>0.0058</td> <td>548840.6214</td> <td>Upper</td> </tr> <tr> <th>345</th> <td>V291</td> <td>1.0</td> <td>462929</td> <td>0.0219</td> <td>454815.2909</td> <td>Upper</td> </tr> <tr> <th>346</th> <td>V292</td> <td>1.0</td> <td>522151</td> <td>0.0173</td> <td>514027.3179</td> <td>Upper</td> </tr> <tr> <th>347</th> <td>V293</td> <td>0.0</td> <td>546442</td> <td>0.0870</td> <td>501013.9060</td> <td>Upper</td> </tr> <tr> <th>348</th> <td>V294</td> <td>0.0</td> <td>519413</td> <td>0.1286</td> <td>456420.7334</td> <td>Upper</td> </tr> <tr> <th>349</th> <td>V294</td> <td>NaN</td> <td>0</td> <td>0.1286</td> <td>456420.7334</td> <td>Lower</td> </tr> <tr> <th>350</th> <td>V295</td> <td>0.0</td> <td>535074</td> <td>0.0928</td> <td>487829.4272</td> <td>Upper</td> </tr> <tr> <th>351</th> <td>V296</td> <td>0.0</td> <td>536687</td> <td>0.0094</td> <td>531946.4766</td> <td>Upper</td> </tr> <tr> <th>352</th> <td>V297</td> <td>0.0</td> <td>562740</td> <td>0.0039</td> <td>562033.6554</td> <td>Upper</td> </tr> <tr> <th>353</th> <td>V298</td> <td>0.0</td> <td>542892</td> <td>0.0094</td> <td>538068.3618</td> <td>Upper</td> </tr> <tr> <th>354</th> <td>V299</td> <td>0.0</td> <td>555629</td> <td>0.0050</td> <td>552966.4750</td> <td>Upper</td> </tr> <tr> <th>355</th> <td>V300</td> <td>0.0</td> <td>569522</td> <td>0.0036</td> <td>568856.7332</td> <td>Upper</td> </tr> <tr> <th>356</th>