Data_preprocessing_TCGA.ipynb

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  "metadata": {
    "colab": {
      "name": "Data_preprocessing_TCGA.ipynb",
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/rahul-root07/Cancer-classification-TCGA/blob/master/Data_preprocessing_TCGA.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VtVsP7cdP9FW",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "path1 = \"/content/drive/My Drive/EBPlusPlusAdjustPANCAN_IlluminaHiSeq_RNASeqV2.geneExp.tsv\"\n",
        "path2= \"/content/drive/My Drive/mod.tsv\""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uxFrlV38QEV1",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import pandas as pd\n",
        "import csv\n",
        "import numpy as np"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BvMi_ezOQGVh",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "tsv_read_main = pd.read_csv(path1, sep='\\t')\n",
        "tsv_read_target = pd.read_csv(path2, sep='\\t', keep_default_na=False, na_values=['_'])"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_ITg_5o7QIxA",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "outputId": "02e3f79d-dd40-4229-8e7a-f73905dbbab3"
      },
      "source": [
        "tsv_read_main"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>TCGA-OR-A5K6-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K8-01A-11R-A29S-07</th>\n",
              "      <th>...</th>\n",
              "      <th>TCGA-AB-3011-03A-01T-0736-13</th>\n",
              "      <th>TCGA-AB-3012-03A-01T-0736-13</th>\n",
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              "      <th>TCGA-BR-4201-01A-01R-1131-13</th>\n",
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              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
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              "      <th>0</th>\n",
              "      <td>?|100130426</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.3861</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.5256</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.8637</td>\n",
              "      <td>1.2937</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>?|100133144</td>\n",
              "      <td>3.2661</td>\n",
              "      <td>2.6815</td>\n",
              "      <td>1.7301</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.1673</td>\n",
              "      <td>1.4422</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>4.4556</td>\n",
              "      <td>7.1293</td>\n",
              "      <td>2.6463</td>\n",
              "      <td>4.3811</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2.7763</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.4709</td>\n",
              "      <td>1.1914</td>\n",
              "      <td>7.8032</td>\n",
              "      <td>7.7097</td>\n",
              "      <td>2.5862</td>\n",
              "      <td>3.5634</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.7485</td>\n",
              "      <td>3.1549</td>\n",
              "      <td>1.3873</td>\n",
              "      <td>7.7887</td>\n",
              "      <td>3.6241</td>\n",
              "      <td>4.3835</td>\n",
              "      <td>4.9359</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>4.8564</td>\n",
              "      <td>1.8235</td>\n",
              "      <td>0.8281</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>4.3467</td>\n",
              "      <td>3.8827</td>\n",
              "      <td>13.0179</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>...</td>\n",
              "      <td>17.716369</td>\n",
              "      <td>13.389132</td>\n",
              "      <td>14.071057</td>\n",
              "      <td>11.329452</td>\n",
              "      <td>3.723643</td>\n",
              "      <td>0.152714</td>\n",
              "      <td>0.766700</td>\n",
              "      <td>7.700615</td>\n",
              "      <td>0.572036</td>\n",
              "      <td>29.644535</td>\n",
              "      <td>9.686832</td>\n",
              "      <td>31.496379</td>\n",
              "      <td>18.108204</td>\n",
              "      <td>15.339604</td>\n",
              "      <td>7.821240</td>\n",
              "      <td>4.951610</td>\n",
              "      <td>26.780123</td>\n",
              "      <td>23.150730</td>\n",
              "      <td>14.112944</td>\n",
              "      <td>23.614495</td>\n",
              "      <td>16.465764</td>\n",
              "      <td>4.507328</td>\n",
              "      <td>24.503813</td>\n",
              "      <td>12.814032</td>\n",
              "      <td>6.796057</td>\n",
              "      <td>17.552167</td>\n",
              "      <td>8.944041</td>\n",
              "      <td>13.948436</td>\n",
              "      <td>10.855999</td>\n",
              "      <td>8.078055</td>\n",
              "      <td>4.358154</td>\n",
              "      <td>5.676995</td>\n",
              "      <td>5.219350</td>\n",
              "      <td>14.846708</td>\n",
              "      <td>20.115492</td>\n",
              "      <td>6.997533</td>\n",
              "      <td>18.311906</td>\n",
              "      <td>12.057112</td>\n",
              "      <td>18.628740</td>\n",
              "      <td>17.874417</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>?|100134869</td>\n",
              "      <td>3.9385</td>\n",
              "      <td>8.9948</td>\n",
              "      <td>6.5650</td>\n",
              "      <td>1.5492</td>\n",
              "      <td>4.4709</td>\n",
              "      <td>6.0529</td>\n",
              "      <td>2.2876</td>\n",
              "      <td>1.3599</td>\n",
              "      <td>5.0581</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>6.2595</td>\n",
              "      <td>4.1141</td>\n",
              "      <td>2.8281</td>\n",
              "      <td>4.5603</td>\n",
              "      <td>5.9116</td>\n",
              "      <td>5.0046</td>\n",
              "      <td>3.7171</td>\n",
              "      <td>1.3501</td>\n",
              "      <td>4.0357</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.8357</td>\n",
              "      <td>9.2227</td>\n",
              "      <td>1.2422</td>\n",
              "      <td>1.5399</td>\n",
              "      <td>6.0118</td>\n",
              "      <td>9.2668</td>\n",
              "      <td>2.0872</td>\n",
              "      <td>8.3414</td>\n",
              "      <td>11.2794</td>\n",
              "      <td>2.6870</td>\n",
              "      <td>5.2191</td>\n",
              "      <td>2.9334</td>\n",
              "      <td>0.8281</td>\n",
              "      <td>3.0317</td>\n",
              "      <td>9.8836</td>\n",
              "      <td>4.5214</td>\n",
              "      <td>7.6527</td>\n",
              "      <td>7.0671</td>\n",
              "      <td>7.2569</td>\n",
              "      <td>...</td>\n",
              "      <td>8.711105</td>\n",
              "      <td>6.345575</td>\n",
              "      <td>10.396725</td>\n",
              "      <td>4.624286</td>\n",
              "      <td>5.023468</td>\n",
              "      <td>3.777147</td>\n",
              "      <td>4.109257</td>\n",
              "      <td>8.784211</td>\n",
              "      <td>0.216067</td>\n",
              "      <td>5.791117</td>\n",
              "      <td>7.940472</td>\n",
              "      <td>4.980171</td>\n",
              "      <td>6.212606</td>\n",
              "      <td>7.841276</td>\n",
              "      <td>5.536552</td>\n",
              "      <td>6.141207</td>\n",
              "      <td>4.013048</td>\n",
              "      <td>10.749562</td>\n",
              "      <td>10.540668</td>\n",
              "      <td>11.177682</td>\n",
              "      <td>4.501637</td>\n",
              "      <td>2.945732</td>\n",
              "      <td>5.272467</td>\n",
              "      <td>3.459179</td>\n",
              "      <td>0.556227</td>\n",
              "      <td>6.962577</td>\n",
              "      <td>1.460478</td>\n",
              "      <td>8.518132</td>\n",
              "      <td>4.211036</td>\n",
              "      <td>1.903348</td>\n",
              "      <td>2.656360</td>\n",
              "      <td>3.342794</td>\n",
              "      <td>2.423442</td>\n",
              "      <td>5.055287</td>\n",
              "      <td>11.626054</td>\n",
              "      <td>13.654193</td>\n",
              "      <td>7.417109</td>\n",
              "      <td>11.585177</td>\n",
              "      <td>11.482418</td>\n",
              "      <td>14.919338</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>?|10357</td>\n",
              "      <td>149.1350</td>\n",
              "      <td>81.0777</td>\n",
              "      <td>86.4879</td>\n",
              "      <td>53.9117</td>\n",
              "      <td>66.9063</td>\n",
              "      <td>103.5060</td>\n",
              "      <td>94.9316</td>\n",
              "      <td>78.1955</td>\n",
              "      <td>69.2389</td>\n",
              "      <td>155.7090</td>\n",
              "      <td>112.3660</td>\n",
              "      <td>50.9709</td>\n",
              "      <td>65.0000</td>\n",
              "      <td>97.7507</td>\n",
              "      <td>104.0010</td>\n",
              "      <td>68.1776</td>\n",
              "      <td>55.6136</td>\n",
              "      <td>69.1915</td>\n",
              "      <td>144.7590</td>\n",
              "      <td>154.1290</td>\n",
              "      <td>96.6664</td>\n",
              "      <td>107.3340</td>\n",
              "      <td>72.9690</td>\n",
              "      <td>70.9953</td>\n",
              "      <td>66.6334</td>\n",
              "      <td>73.1304</td>\n",
              "      <td>60.9450</td>\n",
              "      <td>62.9311</td>\n",
              "      <td>103.6030</td>\n",
              "      <td>83.1706</td>\n",
              "      <td>77.9782</td>\n",
              "      <td>47.0349</td>\n",
              "      <td>84.3914</td>\n",
              "      <td>59.5984</td>\n",
              "      <td>33.6352</td>\n",
              "      <td>74.6557</td>\n",
              "      <td>57.4598</td>\n",
              "      <td>121.2670</td>\n",
              "      <td>82.2061</td>\n",
              "      <td>...</td>\n",
              "      <td>373.533101</td>\n",
              "      <td>393.514467</td>\n",
              "      <td>375.165438</td>\n",
              "      <td>698.861031</td>\n",
              "      <td>879.926978</td>\n",
              "      <td>107.970716</td>\n",
              "      <td>226.638113</td>\n",
              "      <td>189.691973</td>\n",
              "      <td>797.703064</td>\n",
              "      <td>277.411119</td>\n",
              "      <td>979.943111</td>\n",
              "      <td>1020.765448</td>\n",
              "      <td>729.279661</td>\n",
              "      <td>634.047423</td>\n",
              "      <td>861.667810</td>\n",
              "      <td>598.807385</td>\n",
              "      <td>376.204244</td>\n",
              "      <td>472.401141</td>\n",
              "      <td>664.276347</td>\n",
              "      <td>584.115055</td>\n",
              "      <td>879.299414</td>\n",
              "      <td>622.103454</td>\n",
              "      <td>682.984278</td>\n",
              "      <td>619.315902</td>\n",
              "      <td>1269.511086</td>\n",
              "      <td>1009.358898</td>\n",
              "      <td>756.577218</td>\n",
              "      <td>794.757940</td>\n",
              "      <td>583.463296</td>\n",
              "      <td>749.583764</td>\n",
              "      <td>633.299781</td>\n",
              "      <td>294.018042</td>\n",
              "      <td>686.569179</td>\n",
              "      <td>563.573453</td>\n",
              "      <td>1039.307597</td>\n",
              "      <td>639.238135</td>\n",
              "      <td>742.479964</td>\n",
              "      <td>506.336449</td>\n",
              "      <td>712.452165</td>\n",
              "      <td>703.713324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>?|10431</td>\n",
              "      <td>2034.1000</td>\n",
              "      <td>1304.9300</td>\n",
              "      <td>1054.6600</td>\n",
              "      <td>2350.8900</td>\n",
              "      <td>1257.9900</td>\n",
              "      <td>1866.4300</td>\n",
              "      <td>995.0270</td>\n",
              "      <td>1762.1200</td>\n",
              "      <td>1213.5300</td>\n",
              "      <td>2005.5700</td>\n",
              "      <td>2547.7100</td>\n",
              "      <td>1629.8500</td>\n",
              "      <td>2098.4200</td>\n",
              "      <td>1630.2700</td>\n",
              "      <td>1112.9900</td>\n",
              "      <td>1848.2900</td>\n",
              "      <td>1599.2900</td>\n",
              "      <td>2337.9100</td>\n",
              "      <td>1542.8700</td>\n",
              "      <td>1510.3400</td>\n",
              "      <td>887.6210</td>\n",
              "      <td>1935.8800</td>\n",
              "      <td>961.0830</td>\n",
              "      <td>853.5210</td>\n",
              "      <td>1505.3600</td>\n",
              "      <td>862.7260</td>\n",
              "      <td>573.2090</td>\n",
              "      <td>2134.7100</td>\n",
              "      <td>2075.5600</td>\n",
              "      <td>1285.7100</td>\n",
              "      <td>738.2030</td>\n",
              "      <td>1095.1400</td>\n",
              "      <td>1026.0100</td>\n",
              "      <td>3107.7500</td>\n",
              "      <td>1481.2400</td>\n",
              "      <td>623.0180</td>\n",
              "      <td>1747.3600</td>\n",
              "      <td>1677.4400</td>\n",
              "      <td>1081.2800</td>\n",
              "      <td>...</td>\n",
              "      <td>942.257260</td>\n",
              "      <td>1334.721961</td>\n",
              "      <td>1361.185498</td>\n",
              "      <td>1375.638390</td>\n",
              "      <td>1623.462021</td>\n",
              "      <td>1542.003747</td>\n",
              "      <td>1243.450839</td>\n",
              "      <td>1272.346804</td>\n",
              "      <td>1236.237133</td>\n",
              "      <td>1683.521737</td>\n",
              "      <td>1625.832821</td>\n",
              "      <td>1705.591310</td>\n",
              "      <td>1276.487561</td>\n",
              "      <td>1043.810683</td>\n",
              "      <td>1169.184590</td>\n",
              "      <td>1082.929187</td>\n",
              "      <td>1196.871556</td>\n",
              "      <td>946.717349</td>\n",
              "      <td>988.646309</td>\n",
              "      <td>909.592058</td>\n",
              "      <td>1423.960166</td>\n",
              "      <td>1161.098879</td>\n",
              "      <td>1062.660370</td>\n",
              "      <td>1374.485573</td>\n",
              "      <td>1048.009503</td>\n",
              "      <td>1168.705620</td>\n",
              "      <td>1204.855821</td>\n",
              "      <td>1296.081951</td>\n",
              "      <td>1221.891106</td>\n",
              "      <td>1237.451367</td>\n",
              "      <td>1202.538277</td>\n",
              "      <td>644.002317</td>\n",
              "      <td>1181.884532</td>\n",
              "      <td>663.885074</td>\n",
              "      <td>647.530395</td>\n",
              "      <td>1297.152549</td>\n",
              "      <td>1152.909807</td>\n",
              "      <td>1375.495774</td>\n",
              "      <td>971.893874</td>\n",
              "      <td>1736.988111</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20526</th>\n",
              "      <td>ZYG11A|440590</td>\n",
              "      <td>0.4803</td>\n",
              "      <td>31.4052</td>\n",
              "      <td>0.5925</td>\n",
              "      <td>11.6189</td>\n",
              "      <td>7.8240</td>\n",
              "      <td>85.4392</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>2.3799</td>\n",
              "      <td>1.0571</td>\n",
              "      <td>165.7570</td>\n",
              "      <td>3.1807</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>1.6968</td>\n",
              "      <td>0.3861</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.8501</td>\n",
              "      <td>3.1236</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>15.9483</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>14.4928</td>\n",
              "      <td>0.3981</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4388</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4478</td>\n",
              "      <td>2.6868</td>\n",
              "      <td>3.1712</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>8.6374</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.6808</td>\n",
              "      <td>0.4593</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>...</td>\n",
              "      <td>20.578090</td>\n",
              "      <td>1.490848</td>\n",
              "      <td>35.574003</td>\n",
              "      <td>7.178677</td>\n",
              "      <td>0.758236</td>\n",
              "      <td>80.934849</td>\n",
              "      <td>4.380937</td>\n",
              "      <td>5.467601</td>\n",
              "      <td>1.891596</td>\n",
              "      <td>5.095502</td>\n",
              "      <td>33.670718</td>\n",
              "      <td>2.846750</td>\n",
              "      <td>158.012840</td>\n",
              "      <td>9.258108</td>\n",
              "      <td>9.854315</td>\n",
              "      <td>2.735429</td>\n",
              "      <td>3.037157</td>\n",
              "      <td>146.672712</td>\n",
              "      <td>5.271665</td>\n",
              "      <td>11.584707</td>\n",
              "      <td>0.769614</td>\n",
              "      <td>18.098120</td>\n",
              "      <td>9.831872</td>\n",
              "      <td>2.476557</td>\n",
              "      <td>0.756830</td>\n",
              "      <td>44.017529</td>\n",
              "      <td>0.772298</td>\n",
              "      <td>21.763568</td>\n",
              "      <td>9.681488</td>\n",
              "      <td>206.054130</td>\n",
              "      <td>20.923873</td>\n",
              "      <td>1.839530</td>\n",
              "      <td>2.916935</td>\n",
              "      <td>239.014921</td>\n",
              "      <td>1.845753</td>\n",
              "      <td>3.268489</td>\n",
              "      <td>17.164493</td>\n",
              "      <td>3.756246</td>\n",
              "      <td>0.301440</td>\n",
              "      <td>217.431795</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20527</th>\n",
              "      <td>ZYG11B|79699</td>\n",
              "      <td>648.4150</td>\n",
              "      <td>1166.0200</td>\n",
              "      <td>806.3990</td>\n",
              "      <td>553.8340</td>\n",
              "      <td>795.8120</td>\n",
              "      <td>520.6580</td>\n",
              "      <td>556.1540</td>\n",
              "      <td>913.1870</td>\n",
              "      <td>805.4970</td>\n",
              "      <td>784.6720</td>\n",
              "      <td>771.6290</td>\n",
              "      <td>847.0870</td>\n",
              "      <td>439.4800</td>\n",
              "      <td>852.9780</td>\n",
              "      <td>599.7580</td>\n",
              "      <td>619.7970</td>\n",
              "      <td>566.2650</td>\n",
              "      <td>588.1010</td>\n",
              "      <td>917.5480</td>\n",
              "      <td>670.6900</td>\n",
              "      <td>1005.3200</td>\n",
              "      <td>636.3640</td>\n",
              "      <td>664.0790</td>\n",
              "      <td>848.3570</td>\n",
              "      <td>751.0170</td>\n",
              "      <td>983.0630</td>\n",
              "      <td>1112.6700</td>\n",
              "      <td>820.9740</td>\n",
              "      <td>493.5950</td>\n",
              "      <td>643.0810</td>\n",
              "      <td>1107.6400</td>\n",
              "      <td>629.4930</td>\n",
              "      <td>765.1620</td>\n",
              "      <td>565.7530</td>\n",
              "      <td>956.0150</td>\n",
              "      <td>872.3370</td>\n",
              "      <td>545.7050</td>\n",
              "      <td>495.2040</td>\n",
              "      <td>592.1630</td>\n",
              "      <td>...</td>\n",
              "      <td>882.608575</td>\n",
              "      <td>659.918435</td>\n",
              "      <td>684.904024</td>\n",
              "      <td>813.370457</td>\n",
              "      <td>747.810794</td>\n",
              "      <td>1046.933345</td>\n",
              "      <td>945.748946</td>\n",
              "      <td>722.053014</td>\n",
              "      <td>1209.012828</td>\n",
              "      <td>344.771041</td>\n",
              "      <td>850.625091</td>\n",
              "      <td>702.221692</td>\n",
              "      <td>782.774644</td>\n",
              "      <td>860.742497</td>\n",
              "      <td>1084.704221</td>\n",
              "      <td>850.893569</td>\n",
              "      <td>1018.846654</td>\n",
              "      <td>875.652608</td>\n",
              "      <td>1070.871454</td>\n",
              "      <td>880.307853</td>\n",
              "      <td>864.799987</td>\n",
              "      <td>806.878960</td>\n",
              "      <td>635.561646</td>\n",
              "      <td>618.981564</td>\n",
              "      <td>820.690263</td>\n",
              "      <td>535.509695</td>\n",
              "      <td>616.712567</td>\n",
              "      <td>733.401636</td>\n",
              "      <td>1106.845055</td>\n",
              "      <td>839.977598</td>\n",
              "      <td>1322.386301</td>\n",
              "      <td>1025.213701</td>\n",
              "      <td>814.306556</td>\n",
              "      <td>907.845035</td>\n",
              "      <td>953.276441</td>\n",
              "      <td>905.046317</td>\n",
              "      <td>757.811259</td>\n",
              "      <td>927.963540</td>\n",
              "      <td>845.677334</td>\n",
              "      <td>859.078048</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20528</th>\n",
              "      <td>ZYX|7791</td>\n",
              "      <td>1841.0200</td>\n",
              "      <td>3059.9900</td>\n",
              "      <td>2655.6100</td>\n",
              "      <td>2367.9300</td>\n",
              "      <td>708.0710</td>\n",
              "      <td>855.1940</td>\n",
              "      <td>10924.6000</td>\n",
              "      <td>2122.1600</td>\n",
              "      <td>1939.2200</td>\n",
              "      <td>4050.3500</td>\n",
              "      <td>1462.4700</td>\n",
              "      <td>2145.6300</td>\n",
              "      <td>1070.7000</td>\n",
              "      <td>1388.9400</td>\n",
              "      <td>2213.0900</td>\n",
              "      <td>2125.8100</td>\n",
              "      <td>973.6730</td>\n",
              "      <td>1893.9700</td>\n",
              "      <td>1213.0600</td>\n",
              "      <td>772.4140</td>\n",
              "      <td>3643.3500</td>\n",
              "      <td>1020.2000</td>\n",
              "      <td>2616.5000</td>\n",
              "      <td>1994.8400</td>\n",
              "      <td>1307.4400</td>\n",
              "      <td>1577.6400</td>\n",
              "      <td>2491.1700</td>\n",
              "      <td>1246.1600</td>\n",
              "      <td>3601.1000</td>\n",
              "      <td>717.4200</td>\n",
              "      <td>1037.1100</td>\n",
              "      <td>3875.2600</td>\n",
              "      <td>1469.0400</td>\n",
              "      <td>1289.5700</td>\n",
              "      <td>1161.7100</td>\n",
              "      <td>620.7770</td>\n",
              "      <td>2615.0700</td>\n",
              "      <td>2107.0200</td>\n",
              "      <td>1847.6100</td>\n",
              "      <td>...</td>\n",
              "      <td>3411.714796</td>\n",
              "      <td>8646.670472</td>\n",
              "      <td>3483.577569</td>\n",
              "      <td>3909.613907</td>\n",
              "      <td>3124.796665</td>\n",
              "      <td>6539.728745</td>\n",
              "      <td>6536.282162</td>\n",
              "      <td>3860.761709</td>\n",
              "      <td>2457.278236</td>\n",
              "      <td>3786.939271</td>\n",
              "      <td>3829.678696</td>\n",
              "      <td>2856.421078</td>\n",
              "      <td>4210.722556</td>\n",
              "      <td>2648.897536</td>\n",
              "      <td>1994.478143</td>\n",
              "      <td>4186.478480</td>\n",
              "      <td>4059.881806</td>\n",
              "      <td>1953.770642</td>\n",
              "      <td>4127.297287</td>\n",
              "      <td>2785.956023</td>\n",
              "      <td>2406.812766</td>\n",
              "      <td>3418.411170</td>\n",
              "      <td>5234.249426</td>\n",
              "      <td>3184.229514</td>\n",
              "      <td>4060.028832</td>\n",
              "      <td>2476.591019</td>\n",
              "      <td>5541.205786</td>\n",
              "      <td>3674.914453</td>\n",
              "      <td>1424.647378</td>\n",
              "      <td>3101.747620</td>\n",
              "      <td>2783.898049</td>\n",
              "      <td>4960.431833</td>\n",
              "      <td>3447.701267</td>\n",
              "      <td>978.304677</td>\n",
              "      <td>2789.057736</td>\n",
              "      <td>3359.241568</td>\n",
              "      <td>4264.469081</td>\n",
              "      <td>3103.609391</td>\n",
              "      <td>3302.569055</td>\n",
              "      <td>2497.814797</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20529</th>\n",
              "      <td>ZZEF1|23140</td>\n",
              "      <td>1157.5400</td>\n",
              "      <td>1895.9900</td>\n",
              "      <td>1482.4500</td>\n",
              "      <td>1140.2000</td>\n",
              "      <td>796.3710</td>\n",
              "      <td>897.7140</td>\n",
              "      <td>1095.7300</td>\n",
              "      <td>1003.6200</td>\n",
              "      <td>904.8630</td>\n",
              "      <td>370.2800</td>\n",
              "      <td>920.4840</td>\n",
              "      <td>1550.3600</td>\n",
              "      <td>545.2490</td>\n",
              "      <td>1380.8300</td>\n",
              "      <td>975.9510</td>\n",
              "      <td>634.5980</td>\n",
              "      <td>1299.4200</td>\n",
              "      <td>705.5680</td>\n",
              "      <td>1011.0400</td>\n",
              "      <td>1675.8600</td>\n",
              "      <td>1143.5400</td>\n",
              "      <td>792.2700</td>\n",
              "      <td>889.8180</td>\n",
              "      <td>933.8030</td>\n",
              "      <td>1140.9500</td>\n",
              "      <td>819.1400</td>\n",
              "      <td>676.5320</td>\n",
              "      <td>1267.2200</td>\n",
              "      <td>1292.0400</td>\n",
              "      <td>566.9500</td>\n",
              "      <td>765.7430</td>\n",
              "      <td>2740.4900</td>\n",
              "      <td>498.5150</td>\n",
              "      <td>535.5210</td>\n",
              "      <td>905.5630</td>\n",
              "      <td>660.5560</td>\n",
              "      <td>660.5420</td>\n",
              "      <td>2319.5400</td>\n",
              "      <td>776.4880</td>\n",
              "      <td>...</td>\n",
              "      <td>4007.974241</td>\n",
              "      <td>4158.690264</td>\n",
              "      <td>1161.036158</td>\n",
              "      <td>981.727796</td>\n",
              "      <td>1844.685583</td>\n",
              "      <td>1291.094838</td>\n",
              "      <td>1374.721886</td>\n",
              "      <td>879.118373</td>\n",
              "      <td>659.517632</td>\n",
              "      <td>1606.957505</td>\n",
              "      <td>1118.566498</td>\n",
              "      <td>1518.645115</td>\n",
              "      <td>2266.841272</td>\n",
              "      <td>1834.589012</td>\n",
              "      <td>2648.645258</td>\n",
              "      <td>927.828536</td>\n",
              "      <td>1248.633101</td>\n",
              "      <td>2200.420770</td>\n",
              "      <td>1729.915339</td>\n",
              "      <td>1518.965800</td>\n",
              "      <td>1162.209145</td>\n",
              "      <td>1717.674389</td>\n",
              "      <td>1595.669744</td>\n",
              "      <td>1454.252482</td>\n",
              "      <td>1048.619814</td>\n",
              "      <td>1438.141553</td>\n",
              "      <td>1282.544514</td>\n",
              "      <td>1231.048943</td>\n",
              "      <td>796.811577</td>\n",
              "      <td>1685.890864</td>\n",
              "      <td>1284.992478</td>\n",
              "      <td>2054.896390</td>\n",
              "      <td>2420.047163</td>\n",
              "      <td>1302.821382</td>\n",
              "      <td>1119.313995</td>\n",
              "      <td>1740.926312</td>\n",
              "      <td>2702.668453</td>\n",
              "      <td>1370.141309</td>\n",
              "      <td>1915.477072</td>\n",
              "      <td>1247.130940</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20530</th>\n",
              "      <td>ZZZ3|26009</td>\n",
              "      <td>596.0620</td>\n",
              "      <td>801.6370</td>\n",
              "      <td>437.2690</td>\n",
              "      <td>512.7810</td>\n",
              "      <td>475.5870</td>\n",
              "      <td>397.1120</td>\n",
              "      <td>462.0800</td>\n",
              "      <td>642.2230</td>\n",
              "      <td>542.8120</td>\n",
              "      <td>995.4330</td>\n",
              "      <td>511.4500</td>\n",
              "      <td>404.1260</td>\n",
              "      <td>138.5750</td>\n",
              "      <td>454.4840</td>\n",
              "      <td>619.1050</td>\n",
              "      <td>401.4800</td>\n",
              "      <td>355.1990</td>\n",
              "      <td>551.4870</td>\n",
              "      <td>591.0270</td>\n",
              "      <td>315.0860</td>\n",
              "      <td>555.0330</td>\n",
              "      <td>525.6920</td>\n",
              "      <td>497.2630</td>\n",
              "      <td>559.6240</td>\n",
              "      <td>355.5310</td>\n",
              "      <td>509.2980</td>\n",
              "      <td>643.3020</td>\n",
              "      <td>569.9870</td>\n",
              "      <td>479.3250</td>\n",
              "      <td>327.8100</td>\n",
              "      <td>538.7070</td>\n",
              "      <td>203.4880</td>\n",
              "      <td>449.6570</td>\n",
              "      <td>393.8670</td>\n",
              "      <td>441.1380</td>\n",
              "      <td>673.4420</td>\n",
              "      <td>192.0070</td>\n",
              "      <td>379.6060</td>\n",
              "      <td>377.3580</td>\n",
              "      <td>...</td>\n",
              "      <td>1351.089749</td>\n",
              "      <td>1177.478188</td>\n",
              "      <td>800.048908</td>\n",
              "      <td>937.122926</td>\n",
              "      <td>1188.070439</td>\n",
              "      <td>668.569920</td>\n",
              "      <td>832.671673</td>\n",
              "      <td>947.578776</td>\n",
              "      <td>651.517714</td>\n",
              "      <td>523.584284</td>\n",
              "      <td>588.452804</td>\n",
              "      <td>982.858814</td>\n",
              "      <td>877.006018</td>\n",
              "      <td>1090.810659</td>\n",
              "      <td>1014.996743</td>\n",
              "      <td>1156.504884</td>\n",
              "      <td>1044.953424</td>\n",
              "      <td>809.799848</td>\n",
              "      <td>795.838335</td>\n",
              "      <td>1213.093917</td>\n",
              "      <td>817.651833</td>\n",
              "      <td>944.025465</td>\n",
              "      <td>1086.257423</td>\n",
              "      <td>1060.453551</td>\n",
              "      <td>853.752161</td>\n",
              "      <td>946.050862</td>\n",
              "      <td>1098.363628</td>\n",
              "      <td>1633.154245</td>\n",
              "      <td>510.125735</td>\n",
              "      <td>1066.862708</td>\n",
              "      <td>1318.307982</td>\n",
              "      <td>819.011279</td>\n",
              "      <td>853.197498</td>\n",
              "      <td>1264.248865</td>\n",
              "      <td>1091.778096</td>\n",
              "      <td>1148.217844</td>\n",
              "      <td>857.336078</td>\n",
              "      <td>473.853001</td>\n",
              "      <td>1027.285482</td>\n",
              "      <td>916.155785</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>20531 rows × 11070 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             gene_id  ...  TCGA-CG-4477-01A-01R-1157-13\n",
              "0        ?|100130426  ...                           NaN\n",
              "1        ?|100133144  ...                     17.874417\n",
              "2        ?|100134869  ...                     14.919338\n",
              "3            ?|10357  ...                    703.713324\n",
              "4            ?|10431  ...                   1736.988111\n",
              "...              ...  ...                           ...\n",
              "20526  ZYG11A|440590  ...                    217.431795\n",
              "20527   ZYG11B|79699  ...                    859.078048\n",
              "20528       ZYX|7791  ...                   2497.814797\n",
              "20529    ZZEF1|23140  ...                   1247.130940\n",
              "20530     ZZZ3|26009  ...                    916.155785\n",
              "\n",
              "[20531 rows x 11070 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "SDpJFckQQYex",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "outputId": "a048c181-eddc-4c27-b30a-31b46bef66dc"
      },
      "source": [
        "tsv_read_target"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>TSS Code</th>\n",
              "      <th>Source Site</th>\n",
              "      <th>Study Name</th>\n",
              "      <th>BCR</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>01</td>\n",
              "      <td>International Genomics Consortium</td>\n",
              "      <td>Ovarian serous cystadenocarcinoma</td>\n",
              "      <td>IGC</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>02</td>\n",
              "      <td>MD Anderson Cancer Center</td>\n",
              "      <td>Glioblastoma multiforme</td>\n",
              "      <td>IGC</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>04</td>\n",
              "      <td>Gynecologic Oncology Group</td>\n",
              "      <td>Ovarian serous cystadenocarcinoma</td>\n",
              "      <td>IGC</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>05</td>\n",
              "      <td>Indivumed</td>\n",
              "      <td>Lung adenocarcinoma</td>\n",
              "      <td>IGC</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>06</td>\n",
              "      <td>Henry Ford Hospital</td>\n",
              "      <td>Glioblastoma multiforme</td>\n",
              "      <td>IGC</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>825</th>\n",
              "      <td>ZS</td>\n",
              "      <td>Tayside Tissue Bank</td>\n",
              "      <td>Liver hepatocellular carcinoma</td>\n",
              "      <td>NCH</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>826</th>\n",
              "      <td>ZT</td>\n",
              "      <td>International Genomics Consortium</td>\n",
              "      <td>Thymoma</td>\n",
              "      <td>NCH</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>827</th>\n",
              "      <td>ZU</td>\n",
              "      <td>Spectrum Health</td>\n",
              "      <td>Cholangiocarcinoma</td>\n",
              "      <td>NCH</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>828</th>\n",
              "      <td>ZW</td>\n",
              "      <td>University of Alabama</td>\n",
              "      <td>Pancreatic adenocarcinoma</td>\n",
              "      <td>NCH</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>829</th>\n",
              "      <td>ZX</td>\n",
              "      <td>University of Alabama</td>\n",
              "      <td>Cervical squamous cell carcinoma and endocervi...</td>\n",
              "      <td>NCH</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>830 rows × 4 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "    TSS Code  ...  BCR\n",
              "0         01  ...  IGC\n",
              "1         02  ...  IGC\n",
              "2         04  ...  IGC\n",
              "3         05  ...  IGC\n",
              "4         06  ...  IGC\n",
              "..       ...  ...  ...\n",
              "825       ZS  ...  NCH\n",
              "826       ZT  ...  NCH\n",
              "827       ZU  ...  NCH\n",
              "828       ZW  ...  NCH\n",
              "829       ZX  ...  NCH\n",
              "\n",
              "[830 rows x 4 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xQSFKHGnQYhR",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "tsv_read_main=tsv_read_main.drop(columns=['gene_id'])"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "DoNZykUCQYkO",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "outputId": "54c4d75f-872d-477d-8fd0-67c02a766242"
      },
      "source": [
        "tsv_read_main"
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      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th></th>\n",
              "      <th>TCGA-OR-A5J1-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5J2-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5J3-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JG-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JI-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JJ-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JK-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JL-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JM-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JQ-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JS-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JT-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JV-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JW-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5K9-01A-11R-A29S-07</th>\n",
              "      <th>...</th>\n",
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              "      <th>TCGA-BR-4370-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4371-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4301-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4304-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4305-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4306-01A-01R-1157-13</th>\n",
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              "      <th>TCGA-CG-4440-01A-01R-1157-13</th>\n",
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              "      <th>TCGA-CG-4444-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4449-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4462-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4465-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4466-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4469-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4472-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4474-01A-02R-1157-13</th>\n",
              "      <th>TCGA-CG-4475-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4476-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.3861</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.5256</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.8637</td>\n",
              "      <td>1.2937</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>3.2661</td>\n",
              "      <td>2.6815</td>\n",
              "      <td>1.7301</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.1673</td>\n",
              "      <td>1.4422</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>4.4556</td>\n",
              "      <td>7.1293</td>\n",
              "      <td>2.6463</td>\n",
              "      <td>4.3811</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2.7763</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.4709</td>\n",
              "      <td>1.1914</td>\n",
              "      <td>7.8032</td>\n",
              "      <td>7.7097</td>\n",
              "      <td>2.5862</td>\n",
              "      <td>3.5634</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.7485</td>\n",
              "      <td>3.1549</td>\n",
              "      <td>1.3873</td>\n",
              "      <td>7.7887</td>\n",
              "      <td>3.6241</td>\n",
              "      <td>4.3835</td>\n",
              "      <td>4.9359</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>4.8564</td>\n",
              "      <td>1.8235</td>\n",
              "      <td>0.8281</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>4.3467</td>\n",
              "      <td>3.8827</td>\n",
              "      <td>13.0179</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.1126</td>\n",
              "      <td>...</td>\n",
              "      <td>17.716369</td>\n",
              "      <td>13.389132</td>\n",
              "      <td>14.071057</td>\n",
              "      <td>11.329452</td>\n",
              "      <td>3.723643</td>\n",
              "      <td>0.152714</td>\n",
              "      <td>0.766700</td>\n",
              "      <td>7.700615</td>\n",
              "      <td>0.572036</td>\n",
              "      <td>29.644535</td>\n",
              "      <td>9.686832</td>\n",
              "      <td>31.496379</td>\n",
              "      <td>18.108204</td>\n",
              "      <td>15.339604</td>\n",
              "      <td>7.821240</td>\n",
              "      <td>4.951610</td>\n",
              "      <td>26.780123</td>\n",
              "      <td>23.150730</td>\n",
              "      <td>14.112944</td>\n",
              "      <td>23.614495</td>\n",
              "      <td>16.465764</td>\n",
              "      <td>4.507328</td>\n",
              "      <td>24.503813</td>\n",
              "      <td>12.814032</td>\n",
              "      <td>6.796057</td>\n",
              "      <td>17.552167</td>\n",
              "      <td>8.944041</td>\n",
              "      <td>13.948436</td>\n",
              "      <td>10.855999</td>\n",
              "      <td>8.078055</td>\n",
              "      <td>4.358154</td>\n",
              "      <td>5.676995</td>\n",
              "      <td>5.219350</td>\n",
              "      <td>14.846708</td>\n",
              "      <td>20.115492</td>\n",
              "      <td>6.997533</td>\n",
              "      <td>18.311906</td>\n",
              "      <td>12.057112</td>\n",
              "      <td>18.628740</td>\n",
              "      <td>17.874417</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3.9385</td>\n",
              "      <td>8.9948</td>\n",
              "      <td>6.5650</td>\n",
              "      <td>1.5492</td>\n",
              "      <td>4.4709</td>\n",
              "      <td>6.0529</td>\n",
              "      <td>2.2876</td>\n",
              "      <td>1.3599</td>\n",
              "      <td>5.0581</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>6.2595</td>\n",
              "      <td>4.1141</td>\n",
              "      <td>2.8281</td>\n",
              "      <td>4.5603</td>\n",
              "      <td>5.9116</td>\n",
              "      <td>5.0046</td>\n",
              "      <td>3.7171</td>\n",
              "      <td>1.3501</td>\n",
              "      <td>4.0357</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.8357</td>\n",
              "      <td>9.2227</td>\n",
              "      <td>1.2422</td>\n",
              "      <td>1.5399</td>\n",
              "      <td>6.0118</td>\n",
              "      <td>9.2668</td>\n",
              "      <td>2.0872</td>\n",
              "      <td>8.3414</td>\n",
              "      <td>11.2794</td>\n",
              "      <td>2.6870</td>\n",
              "      <td>5.2191</td>\n",
              "      <td>2.9334</td>\n",
              "      <td>0.8281</td>\n",
              "      <td>3.0317</td>\n",
              "      <td>9.8836</td>\n",
              "      <td>4.5214</td>\n",
              "      <td>7.6527</td>\n",
              "      <td>7.0671</td>\n",
              "      <td>7.2569</td>\n",
              "      <td>1.0862</td>\n",
              "      <td>...</td>\n",
              "      <td>8.711105</td>\n",
              "      <td>6.345575</td>\n",
              "      <td>10.396725</td>\n",
              "      <td>4.624286</td>\n",
              "      <td>5.023468</td>\n",
              "      <td>3.777147</td>\n",
              "      <td>4.109257</td>\n",
              "      <td>8.784211</td>\n",
              "      <td>0.216067</td>\n",
              "      <td>5.791117</td>\n",
              "      <td>7.940472</td>\n",
              "      <td>4.980171</td>\n",
              "      <td>6.212606</td>\n",
              "      <td>7.841276</td>\n",
              "      <td>5.536552</td>\n",
              "      <td>6.141207</td>\n",
              "      <td>4.013048</td>\n",
              "      <td>10.749562</td>\n",
              "      <td>10.540668</td>\n",
              "      <td>11.177682</td>\n",
              "      <td>4.501637</td>\n",
              "      <td>2.945732</td>\n",
              "      <td>5.272467</td>\n",
              "      <td>3.459179</td>\n",
              "      <td>0.556227</td>\n",
              "      <td>6.962577</td>\n",
              "      <td>1.460478</td>\n",
              "      <td>8.518132</td>\n",
              "      <td>4.211036</td>\n",
              "      <td>1.903348</td>\n",
              "      <td>2.656360</td>\n",
              "      <td>3.342794</td>\n",
              "      <td>2.423442</td>\n",
              "      <td>5.055287</td>\n",
              "      <td>11.626054</td>\n",
              "      <td>13.654193</td>\n",
              "      <td>7.417109</td>\n",
              "      <td>11.585177</td>\n",
              "      <td>11.482418</td>\n",
              "      <td>14.919338</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>149.1350</td>\n",
              "      <td>81.0777</td>\n",
              "      <td>86.4879</td>\n",
              "      <td>53.9117</td>\n",
              "      <td>66.9063</td>\n",
              "      <td>103.5060</td>\n",
              "      <td>94.9316</td>\n",
              "      <td>78.1955</td>\n",
              "      <td>69.2389</td>\n",
              "      <td>155.7090</td>\n",
              "      <td>112.3660</td>\n",
              "      <td>50.9709</td>\n",
              "      <td>65.0000</td>\n",
              "      <td>97.7507</td>\n",
              "      <td>104.0010</td>\n",
              "      <td>68.1776</td>\n",
              "      <td>55.6136</td>\n",
              "      <td>69.1915</td>\n",
              "      <td>144.7590</td>\n",
              "      <td>154.1290</td>\n",
              "      <td>96.6664</td>\n",
              "      <td>107.3340</td>\n",
              "      <td>72.9690</td>\n",
              "      <td>70.9953</td>\n",
              "      <td>66.6334</td>\n",
              "      <td>73.1304</td>\n",
              "      <td>60.9450</td>\n",
              "      <td>62.9311</td>\n",
              "      <td>103.6030</td>\n",
              "      <td>83.1706</td>\n",
              "      <td>77.9782</td>\n",
              "      <td>47.0349</td>\n",
              "      <td>84.3914</td>\n",
              "      <td>59.5984</td>\n",
              "      <td>33.6352</td>\n",
              "      <td>74.6557</td>\n",
              "      <td>57.4598</td>\n",
              "      <td>121.2670</td>\n",
              "      <td>82.2061</td>\n",
              "      <td>120.3610</td>\n",
              "      <td>...</td>\n",
              "      <td>373.533101</td>\n",
              "      <td>393.514467</td>\n",
              "      <td>375.165438</td>\n",
              "      <td>698.861031</td>\n",
              "      <td>879.926978</td>\n",
              "      <td>107.970716</td>\n",
              "      <td>226.638113</td>\n",
              "      <td>189.691973</td>\n",
              "      <td>797.703064</td>\n",
              "      <td>277.411119</td>\n",
              "      <td>979.943111</td>\n",
              "      <td>1020.765448</td>\n",
              "      <td>729.279661</td>\n",
              "      <td>634.047423</td>\n",
              "      <td>861.667810</td>\n",
              "      <td>598.807385</td>\n",
              "      <td>376.204244</td>\n",
              "      <td>472.401141</td>\n",
              "      <td>664.276347</td>\n",
              "      <td>584.115055</td>\n",
              "      <td>879.299414</td>\n",
              "      <td>622.103454</td>\n",
              "      <td>682.984278</td>\n",
              "      <td>619.315902</td>\n",
              "      <td>1269.511086</td>\n",
              "      <td>1009.358898</td>\n",
              "      <td>756.577218</td>\n",
              "      <td>794.757940</td>\n",
              "      <td>583.463296</td>\n",
              "      <td>749.583764</td>\n",
              "      <td>633.299781</td>\n",
              "      <td>294.018042</td>\n",
              "      <td>686.569179</td>\n",
              "      <td>563.573453</td>\n",
              "      <td>1039.307597</td>\n",
              "      <td>639.238135</td>\n",
              "      <td>742.479964</td>\n",
              "      <td>506.336449</td>\n",
              "      <td>712.452165</td>\n",
              "      <td>703.713324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2034.1000</td>\n",
              "      <td>1304.9300</td>\n",
              "      <td>1054.6600</td>\n",
              "      <td>2350.8900</td>\n",
              "      <td>1257.9900</td>\n",
              "      <td>1866.4300</td>\n",
              "      <td>995.0270</td>\n",
              "      <td>1762.1200</td>\n",
              "      <td>1213.5300</td>\n",
              "      <td>2005.5700</td>\n",
              "      <td>2547.7100</td>\n",
              "      <td>1629.8500</td>\n",
              "      <td>2098.4200</td>\n",
              "      <td>1630.2700</td>\n",
              "      <td>1112.9900</td>\n",
              "      <td>1848.2900</td>\n",
              "      <td>1599.2900</td>\n",
              "      <td>2337.9100</td>\n",
              "      <td>1542.8700</td>\n",
              "      <td>1510.3400</td>\n",
              "      <td>887.6210</td>\n",
              "      <td>1935.8800</td>\n",
              "      <td>961.0830</td>\n",
              "      <td>853.5210</td>\n",
              "      <td>1505.3600</td>\n",
              "      <td>862.7260</td>\n",
              "      <td>573.2090</td>\n",
              "      <td>2134.7100</td>\n",
              "      <td>2075.5600</td>\n",
              "      <td>1285.7100</td>\n",
              "      <td>738.2030</td>\n",
              "      <td>1095.1400</td>\n",
              "      <td>1026.0100</td>\n",
              "      <td>3107.7500</td>\n",
              "      <td>1481.2400</td>\n",
              "      <td>623.0180</td>\n",
              "      <td>1747.3600</td>\n",
              "      <td>1677.4400</td>\n",
              "      <td>1081.2800</td>\n",
              "      <td>1437.9900</td>\n",
              "      <td>...</td>\n",
              "      <td>942.257260</td>\n",
              "      <td>1334.721961</td>\n",
              "      <td>1361.185498</td>\n",
              "      <td>1375.638390</td>\n",
              "      <td>1623.462021</td>\n",
              "      <td>1542.003747</td>\n",
              "      <td>1243.450839</td>\n",
              "      <td>1272.346804</td>\n",
              "      <td>1236.237133</td>\n",
              "      <td>1683.521737</td>\n",
              "      <td>1625.832821</td>\n",
              "      <td>1705.591310</td>\n",
              "      <td>1276.487561</td>\n",
              "      <td>1043.810683</td>\n",
              "      <td>1169.184590</td>\n",
              "      <td>1082.929187</td>\n",
              "      <td>1196.871556</td>\n",
              "      <td>946.717349</td>\n",
              "      <td>988.646309</td>\n",
              "      <td>909.592058</td>\n",
              "      <td>1423.960166</td>\n",
              "      <td>1161.098879</td>\n",
              "      <td>1062.660370</td>\n",
              "      <td>1374.485573</td>\n",
              "      <td>1048.009503</td>\n",
              "      <td>1168.705620</td>\n",
              "      <td>1204.855821</td>\n",
              "      <td>1296.081951</td>\n",
              "      <td>1221.891106</td>\n",
              "      <td>1237.451367</td>\n",
              "      <td>1202.538277</td>\n",
              "      <td>644.002317</td>\n",
              "      <td>1181.884532</td>\n",
              "      <td>663.885074</td>\n",
              "      <td>647.530395</td>\n",
              "      <td>1297.152549</td>\n",
              "      <td>1152.909807</td>\n",
              "      <td>1375.495774</td>\n",
              "      <td>971.893874</td>\n",
              "      <td>1736.988111</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20526</th>\n",
              "      <td>0.4803</td>\n",
              "      <td>31.4052</td>\n",
              "      <td>0.5925</td>\n",
              "      <td>11.6189</td>\n",
              "      <td>7.8240</td>\n",
              "      <td>85.4392</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>2.3799</td>\n",
              "      <td>1.0571</td>\n",
              "      <td>165.7570</td>\n",
              "      <td>3.1807</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>1.6968</td>\n",
              "      <td>0.3861</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.8501</td>\n",
              "      <td>3.1236</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>15.9483</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>14.4928</td>\n",
              "      <td>0.3981</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4388</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4478</td>\n",
              "      <td>2.6868</td>\n",
              "      <td>3.1712</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>8.6374</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.6808</td>\n",
              "      <td>0.4593</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>22.4274</td>\n",
              "      <td>...</td>\n",
              "      <td>20.578090</td>\n",
              "      <td>1.490848</td>\n",
              "      <td>35.574003</td>\n",
              "      <td>7.178677</td>\n",
              "      <td>0.758236</td>\n",
              "      <td>80.934849</td>\n",
              "      <td>4.380937</td>\n",
              "      <td>5.467601</td>\n",
              "      <td>1.891596</td>\n",
              "      <td>5.095502</td>\n",
              "      <td>33.670718</td>\n",
              "      <td>2.846750</td>\n",
              "      <td>158.012840</td>\n",
              "      <td>9.258108</td>\n",
              "      <td>9.854315</td>\n",
              "      <td>2.735429</td>\n",
              "      <td>3.037157</td>\n",
              "      <td>146.672712</td>\n",
              "      <td>5.271665</td>\n",
              "      <td>11.584707</td>\n",
              "      <td>0.769614</td>\n",
              "      <td>18.098120</td>\n",
              "      <td>9.831872</td>\n",
              "      <td>2.476557</td>\n",
              "      <td>0.756830</td>\n",
              "      <td>44.017529</td>\n",
              "      <td>0.772298</td>\n",
              "      <td>21.763568</td>\n",
              "      <td>9.681488</td>\n",
              "      <td>206.054130</td>\n",
              "      <td>20.923873</td>\n",
              "      <td>1.839530</td>\n",
              "      <td>2.916935</td>\n",
              "      <td>239.014921</td>\n",
              "      <td>1.845753</td>\n",
              "      <td>3.268489</td>\n",
              "      <td>17.164493</td>\n",
              "      <td>3.756246</td>\n",
              "      <td>0.301440</td>\n",
              "      <td>217.431795</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20527</th>\n",
              "      <td>648.4150</td>\n",
              "      <td>1166.0200</td>\n",
              "      <td>806.3990</td>\n",
              "      <td>553.8340</td>\n",
              "      <td>795.8120</td>\n",
              "      <td>520.6580</td>\n",
              "      <td>556.1540</td>\n",
              "      <td>913.1870</td>\n",
              "      <td>805.4970</td>\n",
              "      <td>784.6720</td>\n",
              "      <td>771.6290</td>\n",
              "      <td>847.0870</td>\n",
              "      <td>439.4800</td>\n",
              "      <td>852.9780</td>\n",
              "      <td>599.7580</td>\n",
              "      <td>619.7970</td>\n",
              "      <td>566.2650</td>\n",
              "      <td>588.1010</td>\n",
              "      <td>917.5480</td>\n",
              "      <td>670.6900</td>\n",
              "      <td>1005.3200</td>\n",
              "      <td>636.3640</td>\n",
              "      <td>664.0790</td>\n",
              "      <td>848.3570</td>\n",
              "      <td>751.0170</td>\n",
              "      <td>983.0630</td>\n",
              "      <td>1112.6700</td>\n",
              "      <td>820.9740</td>\n",
              "      <td>493.5950</td>\n",
              "      <td>643.0810</td>\n",
              "      <td>1107.6400</td>\n",
              "      <td>629.4930</td>\n",
              "      <td>765.1620</td>\n",
              "      <td>565.7530</td>\n",
              "      <td>956.0150</td>\n",
              "      <td>872.3370</td>\n",
              "      <td>545.7050</td>\n",
              "      <td>495.2040</td>\n",
              "      <td>592.1630</td>\n",
              "      <td>635.0040</td>\n",
              "      <td>...</td>\n",
              "      <td>882.608575</td>\n",
              "      <td>659.918435</td>\n",
              "      <td>684.904024</td>\n",
              "      <td>813.370457</td>\n",
              "      <td>747.810794</td>\n",
              "      <td>1046.933345</td>\n",
              "      <td>945.748946</td>\n",
              "      <td>722.053014</td>\n",
              "      <td>1209.012828</td>\n",
              "      <td>344.771041</td>\n",
              "      <td>850.625091</td>\n",
              "      <td>702.221692</td>\n",
              "      <td>782.774644</td>\n",
              "      <td>860.742497</td>\n",
              "      <td>1084.704221</td>\n",
              "      <td>850.893569</td>\n",
              "      <td>1018.846654</td>\n",
              "      <td>875.652608</td>\n",
              "      <td>1070.871454</td>\n",
              "      <td>880.307853</td>\n",
              "      <td>864.799987</td>\n",
              "      <td>806.878960</td>\n",
              "      <td>635.561646</td>\n",
              "      <td>618.981564</td>\n",
              "      <td>820.690263</td>\n",
              "      <td>535.509695</td>\n",
              "      <td>616.712567</td>\n",
              "      <td>733.401636</td>\n",
              "      <td>1106.845055</td>\n",
              "      <td>839.977598</td>\n",
              "      <td>1322.386301</td>\n",
              "      <td>1025.213701</td>\n",
              "      <td>814.306556</td>\n",
              "      <td>907.845035</td>\n",
              "      <td>953.276441</td>\n",
              "      <td>905.046317</td>\n",
              "      <td>757.811259</td>\n",
              "      <td>927.963540</td>\n",
              "      <td>845.677334</td>\n",
              "      <td>859.078048</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20528</th>\n",
              "      <td>1841.0200</td>\n",
              "      <td>3059.9900</td>\n",
              "      <td>2655.6100</td>\n",
              "      <td>2367.9300</td>\n",
              "      <td>708.0710</td>\n",
              "      <td>855.1940</td>\n",
              "      <td>10924.6000</td>\n",
              "      <td>2122.1600</td>\n",
              "      <td>1939.2200</td>\n",
              "      <td>4050.3500</td>\n",
              "      <td>1462.4700</td>\n",
              "      <td>2145.6300</td>\n",
              "      <td>1070.7000</td>\n",
              "      <td>1388.9400</td>\n",
              "      <td>2213.0900</td>\n",
              "      <td>2125.8100</td>\n",
              "      <td>973.6730</td>\n",
              "      <td>1893.9700</td>\n",
              "      <td>1213.0600</td>\n",
              "      <td>772.4140</td>\n",
              "      <td>3643.3500</td>\n",
              "      <td>1020.2000</td>\n",
              "      <td>2616.5000</td>\n",
              "      <td>1994.8400</td>\n",
              "      <td>1307.4400</td>\n",
              "      <td>1577.6400</td>\n",
              "      <td>2491.1700</td>\n",
              "      <td>1246.1600</td>\n",
              "      <td>3601.1000</td>\n",
              "      <td>717.4200</td>\n",
              "      <td>1037.1100</td>\n",
              "      <td>3875.2600</td>\n",
              "      <td>1469.0400</td>\n",
              "      <td>1289.5700</td>\n",
              "      <td>1161.7100</td>\n",
              "      <td>620.7770</td>\n",
              "      <td>2615.0700</td>\n",
              "      <td>2107.0200</td>\n",
              "      <td>1847.6100</td>\n",
              "      <td>978.0120</td>\n",
              "      <td>...</td>\n",
              "      <td>3411.714796</td>\n",
              "      <td>8646.670472</td>\n",
              "      <td>3483.577569</td>\n",
              "      <td>3909.613907</td>\n",
              "      <td>3124.796665</td>\n",
              "      <td>6539.728745</td>\n",
              "      <td>6536.282162</td>\n",
              "      <td>3860.761709</td>\n",
              "      <td>2457.278236</td>\n",
              "      <td>3786.939271</td>\n",
              "      <td>3829.678696</td>\n",
              "      <td>2856.421078</td>\n",
              "      <td>4210.722556</td>\n",
              "      <td>2648.897536</td>\n",
              "      <td>1994.478143</td>\n",
              "      <td>4186.478480</td>\n",
              "      <td>4059.881806</td>\n",
              "      <td>1953.770642</td>\n",
              "      <td>4127.297287</td>\n",
              "      <td>2785.956023</td>\n",
              "      <td>2406.812766</td>\n",
              "      <td>3418.411170</td>\n",
              "      <td>5234.249426</td>\n",
              "      <td>3184.229514</td>\n",
              "      <td>4060.028832</td>\n",
              "      <td>2476.591019</td>\n",
              "      <td>5541.205786</td>\n",
              "      <td>3674.914453</td>\n",
              "      <td>1424.647378</td>\n",
              "      <td>3101.747620</td>\n",
              "      <td>2783.898049</td>\n",
              "      <td>4960.431833</td>\n",
              "      <td>3447.701267</td>\n",
              "      <td>978.304677</td>\n",
              "      <td>2789.057736</td>\n",
              "      <td>3359.241568</td>\n",
              "      <td>4264.469081</td>\n",
              "      <td>3103.609391</td>\n",
              "      <td>3302.569055</td>\n",
              "      <td>2497.814797</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20529</th>\n",
              "      <td>1157.5400</td>\n",
              "      <td>1895.9900</td>\n",
              "      <td>1482.4500</td>\n",
              "      <td>1140.2000</td>\n",
              "      <td>796.3710</td>\n",
              "      <td>897.7140</td>\n",
              "      <td>1095.7300</td>\n",
              "      <td>1003.6200</td>\n",
              "      <td>904.8630</td>\n",
              "      <td>370.2800</td>\n",
              "      <td>920.4840</td>\n",
              "      <td>1550.3600</td>\n",
              "      <td>545.2490</td>\n",
              "      <td>1380.8300</td>\n",
              "      <td>975.9510</td>\n",
              "      <td>634.5980</td>\n",
              "      <td>1299.4200</td>\n",
              "      <td>705.5680</td>\n",
              "      <td>1011.0400</td>\n",
              "      <td>1675.8600</td>\n",
              "      <td>1143.5400</td>\n",
              "      <td>792.2700</td>\n",
              "      <td>889.8180</td>\n",
              "      <td>933.8030</td>\n",
              "      <td>1140.9500</td>\n",
              "      <td>819.1400</td>\n",
              "      <td>676.5320</td>\n",
              "      <td>1267.2200</td>\n",
              "      <td>1292.0400</td>\n",
              "      <td>566.9500</td>\n",
              "      <td>765.7430</td>\n",
              "      <td>2740.4900</td>\n",
              "      <td>498.5150</td>\n",
              "      <td>535.5210</td>\n",
              "      <td>905.5630</td>\n",
              "      <td>660.5560</td>\n",
              "      <td>660.5420</td>\n",
              "      <td>2319.5400</td>\n",
              "      <td>776.4880</td>\n",
              "      <td>1770.8900</td>\n",
              "      <td>...</td>\n",
              "      <td>4007.974241</td>\n",
              "      <td>4158.690264</td>\n",
              "      <td>1161.036158</td>\n",
              "      <td>981.727796</td>\n",
              "      <td>1844.685583</td>\n",
              "      <td>1291.094838</td>\n",
              "      <td>1374.721886</td>\n",
              "      <td>879.118373</td>\n",
              "      <td>659.517632</td>\n",
              "      <td>1606.957505</td>\n",
              "      <td>1118.566498</td>\n",
              "      <td>1518.645115</td>\n",
              "      <td>2266.841272</td>\n",
              "      <td>1834.589012</td>\n",
              "      <td>2648.645258</td>\n",
              "      <td>927.828536</td>\n",
              "      <td>1248.633101</td>\n",
              "      <td>2200.420770</td>\n",
              "      <td>1729.915339</td>\n",
              "      <td>1518.965800</td>\n",
              "      <td>1162.209145</td>\n",
              "      <td>1717.674389</td>\n",
              "      <td>1595.669744</td>\n",
              "      <td>1454.252482</td>\n",
              "      <td>1048.619814</td>\n",
              "      <td>1438.141553</td>\n",
              "      <td>1282.544514</td>\n",
              "      <td>1231.048943</td>\n",
              "      <td>796.811577</td>\n",
              "      <td>1685.890864</td>\n",
              "      <td>1284.992478</td>\n",
              "      <td>2054.896390</td>\n",
              "      <td>2420.047163</td>\n",
              "      <td>1302.821382</td>\n",
              "      <td>1119.313995</td>\n",
              "      <td>1740.926312</td>\n",
              "      <td>2702.668453</td>\n",
              "      <td>1370.141309</td>\n",
              "      <td>1915.477072</td>\n",
              "      <td>1247.130940</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20530</th>\n",
              "      <td>596.0620</td>\n",
              "      <td>801.6370</td>\n",
              "      <td>437.2690</td>\n",
              "      <td>512.7810</td>\n",
              "      <td>475.5870</td>\n",
              "      <td>397.1120</td>\n",
              "      <td>462.0800</td>\n",
              "      <td>642.2230</td>\n",
              "      <td>542.8120</td>\n",
              "      <td>995.4330</td>\n",
              "      <td>511.4500</td>\n",
              "      <td>404.1260</td>\n",
              "      <td>138.5750</td>\n",
              "      <td>454.4840</td>\n",
              "      <td>619.1050</td>\n",
              "      <td>401.4800</td>\n",
              "      <td>355.1990</td>\n",
              "      <td>551.4870</td>\n",
              "      <td>591.0270</td>\n",
              "      <td>315.0860</td>\n",
              "      <td>555.0330</td>\n",
              "      <td>525.6920</td>\n",
              "      <td>497.2630</td>\n",
              "      <td>559.6240</td>\n",
              "      <td>355.5310</td>\n",
              "      <td>509.2980</td>\n",
              "      <td>643.3020</td>\n",
              "      <td>569.9870</td>\n",
              "      <td>479.3250</td>\n",
              "      <td>327.8100</td>\n",
              "      <td>538.7070</td>\n",
              "      <td>203.4880</td>\n",
              "      <td>449.6570</td>\n",
              "      <td>393.8670</td>\n",
              "      <td>441.1380</td>\n",
              "      <td>673.4420</td>\n",
              "      <td>192.0070</td>\n",
              "      <td>379.6060</td>\n",
              "      <td>377.3580</td>\n",
              "      <td>464.3800</td>\n",
              "      <td>...</td>\n",
              "      <td>1351.089749</td>\n",
              "      <td>1177.478188</td>\n",
              "      <td>800.048908</td>\n",
              "      <td>937.122926</td>\n",
              "      <td>1188.070439</td>\n",
              "      <td>668.569920</td>\n",
              "      <td>832.671673</td>\n",
              "      <td>947.578776</td>\n",
              "      <td>651.517714</td>\n",
              "      <td>523.584284</td>\n",
              "      <td>588.452804</td>\n",
              "      <td>982.858814</td>\n",
              "      <td>877.006018</td>\n",
              "      <td>1090.810659</td>\n",
              "      <td>1014.996743</td>\n",
              "      <td>1156.504884</td>\n",
              "      <td>1044.953424</td>\n",
              "      <td>809.799848</td>\n",
              "      <td>795.838335</td>\n",
              "      <td>1213.093917</td>\n",
              "      <td>817.651833</td>\n",
              "      <td>944.025465</td>\n",
              "      <td>1086.257423</td>\n",
              "      <td>1060.453551</td>\n",
              "      <td>853.752161</td>\n",
              "      <td>946.050862</td>\n",
              "      <td>1098.363628</td>\n",
              "      <td>1633.154245</td>\n",
              "      <td>510.125735</td>\n",
              "      <td>1066.862708</td>\n",
              "      <td>1318.307982</td>\n",
              "      <td>819.011279</td>\n",
              "      <td>853.197498</td>\n",
              "      <td>1264.248865</td>\n",
              "      <td>1091.778096</td>\n",
              "      <td>1148.217844</td>\n",
              "      <td>857.336078</td>\n",
              "      <td>473.853001</td>\n",
              "      <td>1027.285482</td>\n",
              "      <td>916.155785</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>20531 rows × 11069 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       TCGA-OR-A5J1-01A-11R-A29S-07  ...  TCGA-CG-4477-01A-01R-1157-13\n",
              "0                            0.0000  ...                           NaN\n",
              "1                            3.2661  ...                     17.874417\n",
              "2                            3.9385  ...                     14.919338\n",
              "3                          149.1350  ...                    703.713324\n",
              "4                         2034.1000  ...                   1736.988111\n",
              "...                             ...  ...                           ...\n",
              "20526                        0.4803  ...                    217.431795\n",
              "20527                      648.4150  ...                    859.078048\n",
              "20528                     1841.0200  ...                   2497.814797\n",
              "20529                     1157.5400  ...                   1247.130940\n",
              "20530                      596.0620  ...                    916.155785\n",
              "\n",
              "[20531 rows x 11069 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "alzjwGHdQYnN",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "geneid_col_drop=tsv_read_main.columns"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "C92Ucj-aQYqJ",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "e2be5fa7-11cc-42d0-8028-b27f49b7e105"
      },
      "source": [
        "for i in geneid_col_drop:           #to keep only columns from 01-09 tumor cells\n",
        "    str=i[13:14]\n",
        "    j=0\n",
        "    if(int(str)!=j):\n",
        "        tsv_read_main=tsv_read_main.drop(columns=i)\n",
        "set(tsv_read_main.columns)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'TCGA-EJ-AB20-01A-12R-A41O-07',\n",
              " 'TCGA-HV-A7OL-01A-11R-A33R-07',\n",
              " 'TCGA-49-4486-01A-01R-1206-07',\n",
              " 'TCGA-D8-A1JG-01B-11R-A13Q-07',\n",
              " 'TCGA-EM-A3SX-01A-11R-A22U-07',\n",
              " 'TCGA-ED-A7PY-01A-11R-A33R-07',\n",
              " 'TCGA-ET-A3DW-01A-11R-A19O-07',\n",
              " 'TCGA-D7-6519-01A-11R-1802-13',\n",
              " 'TCGA-HZ-7925-01A-11R-2156-07',\n",
              " 'TCGA-A2-A0YL-01A-21R-A109-07',\n",
              " 'TCGA-CJ-5680-01A-11R-1541-07',\n",
              " 'TCGA-VQ-A91Q-01A-12R-A414-31',\n",
              " 'TCGA-TS-A8AF-01A-11R-A40A-07',\n",
              " 'TCGA-D3-A2J7-06A-11R-A18T-07',\n",
              " 'TCGA-HZ-A4BK-01A-11R-A26U-07',\n",
              " 'TCGA-BH-A0BC-01A-22R-A084-07',\n",
              " 'TCGA-LL-A6FR-01A-12R-A31O-07',\n",
              " 'TCGA-N5-A4RJ-01A-11R-A28V-07',\n",
              " 'TCGA-WB-A80Y-01A-11R-A35L-07',\n",
              " 'TCGA-HD-7753-01A-11R-2081-07',\n",
              " 'TCGA-UF-A7JF-01A-11R-A34R-07',\n",
              " 'TCGA-VW-A7QS-01A-12R-A33Z-07',\n",
              " 'TCGA-VD-A8KB-01A-11R-A405-07',\n",
              " 'TCGA-E7-A4XJ-01A-11R-A26T-07',\n",
              " 'TCGA-UY-A8OD-01A-11R-A36F-07',\n",
              " 'TCGA-AC-A23H-01A-11R-A157-07',\n",
              " 'TCGA-EL-A3T9-01A-21R-A22L-07',\n",
              " 'TCGA-DX-AB2O-01A-12R-A39D-07',\n",
              " 'TCGA-WC-A880-01A-11R-A405-07',\n",
              " 'TCGA-TP-A8TV-01A-11R-A41O-07',\n",
              " 'TCGA-18-3406-01A-01R-0980-07',\n",
              " 'TCGA-59-A5PD-01A-11R-A406-31',\n",
              " 'TCGA-HT-A74K-01A-11R-A32Q-07',\n",
              " 'TCGA-DJ-A2PN-01A-21R-A19O-07',\n",
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              " 'TCGA-FD-A6TD-01A-51R-A33J-07',\n",
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              " 'TCGA-FG-A4MY-01A-11R-A26U-07',\n",
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              " 'TCGA-G9-6369-01A-21R-1965-07',\n",
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              " 'TCGA-CV-7242-01A-11R-2016-07',\n",
              " 'TCGA-4Z-AA83-01A-11R-A39I-07',\n",
              " 'TCGA-F4-6459-01A-11R-1774-07',\n",
              " 'TCGA-EW-A6SB-01A-12R-A32P-07',\n",
              " 'TCGA-NK-A7XE-01A-12R-A405-07',\n",
              " 'TCGA-EW-A1IY-01A-11R-A13Q-07',\n",
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              " 'TCGA-EE-A2A0-06A-11R-A18T-07',\n",
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              " 'TCGA-91-6828-01A-11R-1858-07',\n",
              " 'TCGA-C8-A130-01A-31R-A115-07',\n",
              " 'TCGA-AB-2996-03A-01T-0735-13',\n",
              " 'TCGA-A8-A09I-01A-22R-A034-07',\n",
              " 'TCGA-KK-A6E8-01A-11R-A31N-07',\n",
              " 'TCGA-EM-A2CL-01A-11R-A180-07',\n",
              " 'TCGA-06-5415-01A-01R-1849-01',\n",
              " 'TCGA-KN-8433-01A-11R-2315-07',\n",
              " 'TCGA-95-7043-01A-11R-1949-07',\n",
              " 'TCGA-24-2288-01A-01R-1568-13',\n",
              " 'TCGA-VS-A9V1-01A-11R-A42T-07',\n",
              " 'TCGA-CZ-5467-01A-01R-1503-07',\n",
              " 'TCGA-CV-7430-01A-11R-2132-07',\n",
              " 'TCGA-SQ-A6I6-01A-11R-A35L-07',\n",
              " 'TCGA-XF-A9SV-01A-21R-A42T-07',\n",
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              " 'TCGA-IZ-A6M9-01A-11R-A31O-07',\n",
              " 'TCGA-18-3417-01A-01R-1443-07',\n",
              " 'TCGA-A5-A0G3-01A-11R-A040-07',\n",
              " 'TCGA-KP-A3W4-01A-11R-A22K-07',\n",
              " 'TCGA-TQ-A7RK-01A-11R-A33Z-07',\n",
              " 'TCGA-B6-A40C-01A-11R-A239-07',\n",
              " 'TCGA-QR-A6GO-01A-11R-A35K-07',\n",
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              " 'TCGA-E7-A7DV-01A-11R-A33J-07',\n",
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              " 'TCGA-XV-AAZW-01A-12R-A40A-07',\n",
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              " 'TCGA-A6-6653-01A-11R-1774-07',\n",
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              " 'TCGA-DA-A95Y-06A-11R-A37K-07',\n",
              " 'TCGA-BJ-A0Z5-01A-11R-A10U-07',\n",
              " 'TCGA-DJ-A3VA-01A-11R-A23N-07',\n",
              " 'TCGA-D3-A2J8-06A-11R-A18T-07',\n",
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              " 'TCGA-G3-AAV3-01A-11R-A37K-07',\n",
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              " 'TCGA-EB-A5KH-06A-11R-A27Q-07',\n",
              " 'TCGA-GN-A4U5-01A-11R-A32P-07',\n",
              " 'TCGA-QH-A6CV-01A-11R-A31N-07',\n",
              " 'TCGA-24-1556-01A-01R-1566-13',\n",
              " 'TCGA-56-6545-01A-11R-1820-07',\n",
              " 'TCGA-DK-A1A6-01A-11R-A13Y-07',\n",
              " 'TCGA-DD-A3A4-01A-11R-A22L-07',\n",
              " 'TCGA-CN-4727-01A-01R-1436-07',\n",
              " 'TCGA-DJ-A2QC-01A-11R-A18C-07',\n",
              " 'TCGA-N1-A6IA-01A-12R-A32Q-07',\n",
              " 'TCGA-66-2766-01A-01R-0851-07',\n",
              " 'TCGA-UC-A7PG-06A-11R-A42S-07',\n",
              " 'TCGA-BJ-A3PR-01A-11R-A220-07',\n",
              " 'TCGA-AO-A03L-01A-41R-A056-07',\n",
              " 'TCGA-27-2519-01A-01R-1850-01',\n",
              " 'TCGA-D1-A16X-01A-11R-A12I-07',\n",
              " 'TCGA-FS-A4FB-06A-11R-A266-07',\n",
              " 'TCGA-BP-4352-01A-01R-1289-07',\n",
              " 'TCGA-BP-4964-01A-01R-1334-07',\n",
              " 'TCGA-HC-A632-01A-11R-A29R-07',\n",
              " 'TCGA-CZ-5986-01A-11R-1672-07',\n",
              " 'TCGA-AG-3578-01A-01R-0821-07',\n",
              " 'TCGA-CR-7370-01A-11R-2132-07',\n",
              " 'TCGA-HZ-7922-01A-11R-2156-07',\n",
              " 'TCGA-RC-A7S9-01A-11R-A33R-07',\n",
              " 'TCGA-G5-6641-01A-11R-A32Z-07',\n",
              " 'TCGA-62-8394-01A-11R-2326-07',\n",
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              " 'TCGA-GN-A4U4-06A-11R-A32P-07',\n",
              " 'TCGA-CD-A487-01A-21R-A24K-31',\n",
              " 'TCGA-D3-A8GV-06A-11R-A37K-07',\n",
              " 'TCGA-D1-A0ZR-01A-21R-A10J-07',\n",
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              " 'TCGA-2G-AAGW-01A-11R-A430-07',\n",
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              " 'TCGA-55-6986-01A-11R-1949-07',\n",
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              " 'TCGA-85-8072-01A-31R-2247-07',\n",
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              " 'TCGA-CK-4947-01B-11R-1653-07',\n",
              " 'TCGA-BW-A5NO-01A-11R-A27V-07',\n",
              " 'TCGA-CG-5717-01A-11R-1602-13',\n",
              " 'TCGA-L5-A8NL-01A-12R-A37I-31',\n",
              " 'TCGA-22-5474-01A-01R-1635-07',\n",
              " 'TCGA-KU-A6H7-06A-21R-A31N-07',\n",
              " 'TCGA-A3-3317-01A-02R-1325-07',\n",
              " 'TCGA-JL-A3YW-01A-12R-A239-07',\n",
              " 'TCGA-J8-A3O1-01A-11R-A21D-07',\n",
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              " 'TCGA-B8-A8YJ-01A-13R-A39I-07',\n",
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              " 'TCGA-D7-A4YX-01A-11R-A251-31',\n",
              " 'TCGA-S7-A7WM-01A-12R-A35L-07',\n",
              " 'TCGA-CM-6161-01A-11R-1653-07',\n",
              " 'TCGA-DX-A2J4-01A-32R-A21T-07',\n",
              " 'TCGA-55-8302-01A-11R-2326-07',\n",
              " 'TCGA-28-2499-01A-01R-1850-01',\n",
              " 'TCGA-DX-A3U5-01A-11R-A22K-07',\n",
              " 'TCGA-V5-AASW-01A-11R-A406-31',\n",
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              " 'TCGA-OR-A5LE-01A-11R-A29S-07',\n",
              " 'TCGA-RQ-A6JB-01A-11R-A31O-07',\n",
              " 'TCGA-BH-A0B8-01A-21R-A056-07',\n",
              " 'TCGA-RP-A690-06A-11R-A311-07',\n",
              " 'TCGA-W2-A7H7-01A-11R-A35L-07',\n",
              " 'TCGA-56-1622-01A-01R-0692-07',\n",
              " 'TCGA-E1-A7YO-01A-11R-A34F-07',\n",
              " 'TCGA-B8-A54K-01A-11R-A33J-07',\n",
              " 'TCGA-24-0975-01A-02R-1565-13',\n",
              " 'TCGA-A2-A0CM-01A-31R-A034-07',\n",
              " 'TCGA-56-8309-01A-11R-2296-07',\n",
              " 'TCGA-AR-A2LJ-01A-12R-A19W-07',\n",
              " 'TCGA-AB-3011-03A-01T-0736-13',\n",
              " 'TCGA-CH-5766-01A-11R-1580-07',\n",
              " 'TCGA-DX-A2J1-01A-11R-A21T-07',\n",
              " 'TCGA-A8-A0A1-01A-11R-A00Z-07',\n",
              " 'TCGA-E9-A1R0-01A-22R-A16F-07',\n",
              " 'TCGA-D7-A6F2-01A-12R-A31P-31',\n",
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              " 'TCGA-05-4403-01A-01R-1206-07',\n",
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              " 'TCGA-H6-8124-01A-11R-2404-07',\n",
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              " 'TCGA-ZB-A96P-01A-11R-A42S-07',\n",
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              " 'TCGA-AL-3473-01A-01R-1193-07',\n",
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              " 'TCGA-FG-8189-01B-11R-A28M-07',\n",
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              " 'TCGA-AB-2946-03A-01T-0740-13',\n",
              " 'TCGA-TQ-A8XE-02A-11R-A36H-07',\n",
              " 'TCGA-A8-A06T-01A-11R-A00Z-07',\n",
              " 'TCGA-BK-A6W4-01A-12R-A34R-07',\n",
              " 'TCGA-CV-7421-01A-11R-2081-07',\n",
              " 'TCGA-44-2656-01A-02R-0946-07',\n",
              " 'TCGA-KM-8476-01A-11R-2315-07',\n",
              " 'TCGA-B6-A0I5-01A-11R-A034-07',\n",
              " 'TCGA-FY-A3NN-01A-11R-A21D-07',\n",
              " 'TCGA-SL-A6JA-01A-11R-A31O-07',\n",
              " 'TCGA-CV-A6JZ-01A-11R-A31N-07',\n",
              " 'TCGA-VS-A9UV-01A-11R-A42T-07',\n",
              " 'TCGA-WY-A85E-01A-11R-A36H-07',\n",
              " 'TCGA-B5-A0JR-01A-13R-A466-07',\n",
              " 'TCGA-60-2719-01A-01R-0851-07',\n",
              " 'TCGA-DJ-A2PW-01A-11R-A19O-07',\n",
              " 'TCGA-FB-AAPU-01A-31R-A41B-07',\n",
              " 'TCGA-13-0800-01A-01R-1564-13',\n",
              " 'TCGA-EE-A2GT-06A-12R-A18S-07',\n",
              " 'TCGA-3B-A9HT-01A-11R-A39D-07',\n",
              " 'TCGA-HT-A74J-01A-12R-A32Q-07',\n",
              " 'TCGA-2G-AAF4-01A-11R-A430-07',\n",
              " 'TCGA-NC-A5HO-01A-11R-A26W-07',\n",
              " 'TCGA-KM-8439-01A-11R-2315-07',\n",
              " 'TCGA-64-5781-01A-01R-1628-07',\n",
              " 'TCGA-C5-A1ME-01A-11R-A13Y-07',\n",
              " 'TCGA-EP-A2KC-01A-11R-A213-07',\n",
              " 'TCGA-AX-A3G4-01A-11R-A213-07',\n",
              " 'TCGA-61-2095-01A-01R-1568-13',\n",
              " 'TCGA-ZF-A9R4-01A-11R-A38B-07',\n",
              " 'TCGA-EM-A3AQ-01A-11R-A20F-07',\n",
              " 'TCGA-CV-6955-01A-11R-2016-07',\n",
              " 'TCGA-YS-AA4M-01A-11R-A40A-07',\n",
              " 'TCGA-FD-A5BT-01A-11R-A26T-07',\n",
              " 'TCGA-E8-A416-01A-11R-A23N-07',\n",
              " 'TCGA-A1-A0SN-01A-11R-A144-07',\n",
              " 'TCGA-5P-A9K2-01A-11R-A42S-07',\n",
              " 'TCGA-CD-A4MH-01A-11R-A251-31',\n",
              " 'TCGA-2H-A9GQ-01A-11R-A37I-31',\n",
              " 'TCGA-04-1364-01A-01R-1565-13',\n",
              " 'TCGA-55-6987-01A-11R-1949-07',\n",
              " 'TCGA-X7-A8DF-01A-11R-A42C-07',\n",
              " 'TCGA-D5-6539-01A-11R-1723-07',\n",
              " 'TCGA-MV-A51V-01A-11R-A26T-07',\n",
              " 'TCGA-E9-A247-01A-11R-A169-07',\n",
              " 'TCGA-HU-A4GU-01A-11R-A251-31',\n",
              " 'TCGA-XU-A92V-01A-11R-A42C-07',\n",
              " 'TCGA-4R-AA8I-01A-11R-A38B-07',\n",
              " 'TCGA-HT-7677-01A-11R-2256-07',\n",
              " 'TCGA-B5-A0JV-01A-11R-A104-07',\n",
              " 'TCGA-D1-A16S-01A-11R-A12I-07',\n",
              " 'TCGA-E9-A1NH-01A-11R-A14D-07',\n",
              " 'TCGA-CS-4943-01A-01R-1470-07',\n",
              " 'TCGA-W5-AA2O-01A-11R-A41I-07',\n",
              " 'TCGA-85-A53L-01A-21R-A26W-07',\n",
              " 'TCGA-BR-4201-01A-01R-1131-13',\n",
              " 'TCGA-IA-A83S-01A-11R-A355-07',\n",
              " 'TCGA-R5-A7ZR-01A-11R-A354-31',\n",
              " 'TCGA-S9-A7R4-01A-12R-A34R-07',\n",
              " 'TCGA-09-1667-01C-01R-1566-13',\n",
              " 'TCGA-32-1970-01A-01R-1850-01',\n",
              " 'TCGA-G9-6333-01A-12R-1965-07',\n",
              " 'TCGA-AF-6136-01A-11R-1830-07',\n",
              " 'TCGA-BH-A42V-01A-11R-A24H-07',\n",
              " 'TCGA-SX-A71S-01A-11R-A33Z-07',\n",
              " 'TCGA-62-A46U-01A-11R-A24H-07',\n",
              " 'TCGA-77-8144-01A-11R-2247-07',\n",
              " 'TCGA-BP-4159-01A-02R-1289-07',\n",
              " 'TCGA-BA-6870-01A-11R-1873-07',\n",
              " 'TCGA-DJ-A2PO-01A-21R-A19O-07',\n",
              " 'TCGA-EY-A2OQ-01A-11R-A19W-07',\n",
              " 'TCGA-QN-A5NN-01A-11R-A28V-07',\n",
              " 'TCGA-AB-2908-03A-01T-0740-13',\n",
              " ...}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hcuxJkpfQYtI",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "col_name=[]   #convert to list\n",
        "col_name=list(tsv_read_main.columns)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ccYfvtELQYwj",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "7230a1a5-0183-4ba7-9cb6-a3005627ee9b"
      },
      "source": [
        "TSS_col=[]              #to get code for cancer in list like 'OR'\n",
        "for col in col_name:\n",
        "    TSS_col.append(col[5:7])\n",
        "set(TSS_col)    "
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'02',\n",
              " '04',\n",
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            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "keuJQ1j1QuUz",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "new_df = pd.DataFrame(list(zip(col_name, TSS_col)), \n",
        "               columns =['Image_id', 'TSS_code'])"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "abeY5btgQyL6",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "outputId": "0aa38a1d-e126-45e5-a2aa-65168eb3da18"
      },
      "source": [
        "new_df"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  <thead>\n",
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              "      <th></th>\n",
              "      <th>Image_id</th>\n",
              "      <th>TSS_code</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>TCGA-OR-A5J1-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>TCGA-OR-A5J2-01A-11R-A29S-07</td>\n",
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              "      <th>2</th>\n",
              "      <td>TCGA-OR-A5J3-01A-11R-A29S-07</td>\n",
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              "      <th>3</th>\n",
              "      <td>TCGA-OR-A5J5-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>TCGA-OR-A5J6-01A-31R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "    </tr>\n",
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              "      <th>...</th>\n",
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              "    <tr>\n",
              "      <th>10327</th>\n",
              "      <td>TCGA-CG-4472-01A-01R-1157-13</td>\n",
              "      <td>CG</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10328</th>\n",
              "      <td>TCGA-CG-4474-01A-02R-1157-13</td>\n",
              "      <td>CG</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10329</th>\n",
              "      <td>TCGA-CG-4475-01A-01R-1157-13</td>\n",
              "      <td>CG</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10330</th>\n",
              "      <td>TCGA-CG-4476-01A-01R-1157-13</td>\n",
              "      <td>CG</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10331</th>\n",
              "      <td>TCGA-CG-4477-01A-01R-1157-13</td>\n",
              "      <td>CG</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>10332 rows × 2 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                           Image_id TSS_code\n",
              "0      TCGA-OR-A5J1-01A-11R-A29S-07       OR\n",
              "1      TCGA-OR-A5J2-01A-11R-A29S-07       OR\n",
              "2      TCGA-OR-A5J3-01A-11R-A29S-07       OR\n",
              "3      TCGA-OR-A5J5-01A-11R-A29S-07       OR\n",
              "4      TCGA-OR-A5J6-01A-31R-A29S-07       OR\n",
              "...                             ...      ...\n",
              "10327  TCGA-CG-4472-01A-01R-1157-13       CG\n",
              "10328  TCGA-CG-4474-01A-02R-1157-13       CG\n",
              "10329  TCGA-CG-4475-01A-01R-1157-13       CG\n",
              "10330  TCGA-CG-4476-01A-01R-1157-13       CG\n",
              "10331  TCGA-CG-4477-01A-01R-1157-13       CG\n",
              "\n",
              "[10332 rows x 2 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fWfNci8sQzn9",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "outputId": "4c9c0874-f1cb-4e2b-ecdc-462feb12b9a8"
      },
      "source": [
        "tsv_read_target=tsv_read_target.drop(columns=['Source Site','BCR'])\n",
        "tsv_read_target"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
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              "    }\n",
              "\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>TSS Code</th>\n",
              "      <th>Study Name</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>01</td>\n",
              "      <td>Ovarian serous cystadenocarcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>02</td>\n",
              "      <td>Glioblastoma multiforme</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>04</td>\n",
              "      <td>Ovarian serous cystadenocarcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>05</td>\n",
              "      <td>Lung adenocarcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>06</td>\n",
              "      <td>Glioblastoma multiforme</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>825</th>\n",
              "      <td>ZS</td>\n",
              "      <td>Liver hepatocellular carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>826</th>\n",
              "      <td>ZT</td>\n",
              "      <td>Thymoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>827</th>\n",
              "      <td>ZU</td>\n",
              "      <td>Cholangiocarcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>828</th>\n",
              "      <td>ZW</td>\n",
              "      <td>Pancreatic adenocarcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>829</th>\n",
              "      <td>ZX</td>\n",
              "      <td>Cervical squamous cell carcinoma and endocervi...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>830 rows × 2 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "    TSS Code                                         Study Name\n",
              "0         01                  Ovarian serous cystadenocarcinoma\n",
              "1         02                            Glioblastoma multiforme\n",
              "2         04                  Ovarian serous cystadenocarcinoma\n",
              "3         05                                Lung adenocarcinoma\n",
              "4         06                            Glioblastoma multiforme\n",
              "..       ...                                                ...\n",
              "825       ZS                     Liver hepatocellular carcinoma\n",
              "826       ZT                                            Thymoma\n",
              "827       ZU                                 Cholangiocarcinoma\n",
              "828       ZW                          Pancreatic adenocarcinoma\n",
              "829       ZX  Cervical squamous cell carcinoma and endocervi...\n",
              "\n",
              "[830 rows x 2 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IYW3WeJMQ1L1",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "cancer_type=[]                  #FIND cancer values for patients\n",
        "length1=len(new_df)\n",
        "length2= len(tsv_read_target)\n",
        "\n",
        "i=0\n",
        "for i in range(length1):\n",
        "  j=0\n",
        "  while j<length2:\n",
        "    if (new_df['TSS_code'][i]==tsv_read_target['TSS Code'][j]):\n",
        "      cancer_type.append(tsv_read_target['Study Name'][j])\n",
        "      #print(i,cancer_type[i])\n",
        "      break\n",
        "    else:\n",
        "      j=j+1"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gyiNpemlQ2sN",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 336
        },
        "outputId": "358cb6fa-1417-41cc-9b81-9a306da9f6b9"
      },
      "source": [
        "z=np.unique(cancer_type)\n",
        "z"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['Acute Myeloid Leukemia', 'Adrenocortical carcinoma',\n",
              "       'Bladder Urothelial Carcinoma', 'Brain Lower Grade Glioma',\n",
              "       'Breast invasive carcinoma',\n",
              "       'Cervical squamous cell carcinoma and endocervical adenocarcinoma',\n",
              "       'Cholangiocarcinoma', 'Colon adenocarcinoma',\n",
              "       'Esophageal carcinoma', 'Glioblastoma multiforme',\n",
              "       'Head and Neck squamous cell carcinoma', 'Kidney Chromophobe',\n",
              "       'Kidney renal clear cell carcinoma',\n",
              "       'Kidney renal papillary cell carcinoma',\n",
              "       'Liver hepatocellular carcinoma', 'Lung adenocarcinoma',\n",
              "       'Lung squamous cell carcinoma',\n",
              "       'Lymphoid Neoplasm Diffuse Large B-cell Lymphoma', 'Mesothelioma',\n",
              "       'Ovarian serous cystadenocarcinoma', 'Pancreatic adenocarcinoma',\n",
              "       'Pheochromocytoma and Paraganglioma', 'Prostate adenocarcinoma',\n",
              "       'Rectum adenocarcinoma', 'Sarcoma', 'Skin Cutaneous Melanoma',\n",
              "       'Stomach adenocarcinoma', 'Testicular Germ Cell Tumors', 'Thymoma',\n",
              "       'Thyroid carcinoma', 'Uterine Carcinosarcoma',\n",
              "       'Uterine Corpus Endometrial Carcinoma', 'Uveal Melanoma'],\n",
              "      dtype='<U64')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "TEDQr5MpQ4w-",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 639
        },
        "outputId": "4331c11f-c4e5-4862-dfbf-fd787ed8b4bf"
      },
      "source": [
        "df2 = pd.DataFrame(cancer_type,columns=['cancer_type']) \n",
        "#df2.to_csv('cancer_type.csv', encoding='utf-8')\n",
        "#output_final = [new_df, df2]\n",
        "result = new_df.join(df2)\n",
        "#result.to_csv('output.csv', encoding='utf-8')\n",
        "result.head(20)\n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  <thead>\n",
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              "  </thead>\n",
              "  <tbody>\n",
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              "      <th>1</th>\n",
              "      <td>TCGA-OR-A5J2-01A-11R-A29S-07</td>\n",
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              "      <td>Adrenocortical carcinoma</td>\n",
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              "      <th>2</th>\n",
              "      <td>TCGA-OR-A5J3-01A-11R-A29S-07</td>\n",
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              "      <td>Adrenocortical carcinoma</td>\n",
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              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>TCGA-OR-A5J5-01A-11R-A29S-07</td>\n",
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              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>TCGA-OR-A5J6-01A-31R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>TCGA-OR-A5J7-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>TCGA-OR-A5J8-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>TCGA-OR-A5J9-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>TCGA-OR-A5JA-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>TCGA-OR-A5JB-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>TCGA-OR-A5JC-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>TCGA-OR-A5JD-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>TCGA-OR-A5JE-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>TCGA-OR-A5JF-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>TCGA-OR-A5JG-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>TCGA-OR-A5JI-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>TCGA-OR-A5JJ-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>TCGA-OR-A5JK-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>TCGA-OR-A5JL-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>TCGA-OR-A5JM-01A-11R-A29S-07</td>\n",
              "      <td>OR</td>\n",
              "      <td>Adrenocortical carcinoma</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "                        Image_id TSS_code               cancer_type\n",
              "0   TCGA-OR-A5J1-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "1   TCGA-OR-A5J2-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "2   TCGA-OR-A5J3-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "3   TCGA-OR-A5J5-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "4   TCGA-OR-A5J6-01A-31R-A29S-07       OR  Adrenocortical carcinoma\n",
              "5   TCGA-OR-A5J7-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "6   TCGA-OR-A5J8-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "7   TCGA-OR-A5J9-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "8   TCGA-OR-A5JA-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "9   TCGA-OR-A5JB-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "10  TCGA-OR-A5JC-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "11  TCGA-OR-A5JD-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "12  TCGA-OR-A5JE-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "13  TCGA-OR-A5JF-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "14  TCGA-OR-A5JG-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "15  TCGA-OR-A5JI-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "16  TCGA-OR-A5JJ-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "17  TCGA-OR-A5JK-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "18  TCGA-OR-A5JL-01A-11R-A29S-07       OR  Adrenocortical carcinoma\n",
              "19  TCGA-OR-A5JM-01A-11R-A29S-07       OR  Adrenocortical carcinoma"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 18
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OQ6fkmXOQ6px",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 571
        },
        "outputId": "4188047e-5fc6-4ee3-cbe6-3d610aa9c6df"
      },
      "source": [
        "cancer_type                    \n",
        "i=0\n",
        "elm_count=[]\n",
        "while i<len(z):\n",
        "  elm_count.append(cancer_type.count(z[i]))\n",
        "  print('The count of element', z[i], elm_count[i])\n",
        "  i=i+1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "The count of element Acute Myeloid Leukemia 173\n",
            "The count of element Adrenocortical carcinoma 79\n",
            "The count of element Bladder Urothelial Carcinoma 408\n",
            "The count of element Brain Lower Grade Glioma 534\n",
            "The count of element Breast invasive carcinoma 1104\n",
            "The count of element Cervical squamous cell carcinoma and endocervical adenocarcinoma 307\n",
            "The count of element Cholangiocarcinoma 36\n",
            "The count of element Colon adenocarcinoma 454\n",
            "The count of element Esophageal carcinoma 185\n",
            "The count of element Glioblastoma multiforme 169\n",
            "The count of element Head and Neck squamous cell carcinoma 522\n",
            "The count of element Kidney Chromophobe 66\n",
            "The count of element Kidney renal clear cell carcinoma 534\n",
            "The count of element Kidney renal papillary cell carcinoma 291\n",
            "The count of element Liver hepatocellular carcinoma 374\n",
            "The count of element Lung adenocarcinoma 517\n",
            "The count of element Lung squamous cell carcinoma 503\n",
            "The count of element Lymphoid Neoplasm Diffuse Large B-cell Lymphoma 48\n",
            "The count of element Mesothelioma 87\n",
            "The count of element Ovarian serous cystadenocarcinoma 309\n",
            "The count of element Pancreatic adenocarcinoma 179\n",
            "The count of element Pheochromocytoma and Paraganglioma 184\n",
            "The count of element Prostate adenocarcinoma 498\n",
            "The count of element Rectum adenocarcinoma 161\n",
            "The count of element Sarcoma 263\n",
            "The count of element Skin Cutaneous Melanoma 473\n",
            "The count of element Stomach adenocarcinoma 415\n",
            "The count of element Testicular Germ Cell Tumors 156\n",
            "The count of element Thymoma 120\n",
            "The count of element Thyroid carcinoma 513\n",
            "The count of element Uterine Carcinosarcoma 57\n",
            "The count of element Uterine Corpus Endometrial Carcinoma 533\n",
            "The count of element Uveal Melanoma 80\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lAK0Z5fqQ8SR",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "outputId": "34e1b71d-efb9-4d2b-8750-7acc0e6ba0d1"
      },
      "source": [
        "tsv_read_main"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
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              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.5256</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.8637</td>\n",
              "      <td>1.2937</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>...</td>\n",
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              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
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              "      <td>NaN</td>\n",
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              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
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              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
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              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
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              "      <td>2.6815</td>\n",
              "      <td>1.7301</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.1673</td>\n",
              "      <td>1.4422</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>4.4556</td>\n",
              "      <td>7.1293</td>\n",
              "      <td>2.6463</td>\n",
              "      <td>4.3811</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>2.7763</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.4709</td>\n",
              "      <td>1.1914</td>\n",
              "      <td>7.8032</td>\n",
              "      <td>7.7097</td>\n",
              "      <td>2.5862</td>\n",
              "      <td>3.5634</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.7485</td>\n",
              "      <td>3.1549</td>\n",
              "      <td>1.3873</td>\n",
              "      <td>7.7887</td>\n",
              "      <td>3.6241</td>\n",
              "      <td>4.3835</td>\n",
              "      <td>4.9359</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>4.8564</td>\n",
              "      <td>1.8235</td>\n",
              "      <td>0.8281</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>4.3467</td>\n",
              "      <td>3.8827</td>\n",
              "      <td>13.0179</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.1126</td>\n",
              "      <td>...</td>\n",
              "      <td>17.716369</td>\n",
              "      <td>13.389132</td>\n",
              "      <td>14.071057</td>\n",
              "      <td>11.329452</td>\n",
              "      <td>3.723643</td>\n",
              "      <td>0.152714</td>\n",
              "      <td>0.766700</td>\n",
              "      <td>7.700615</td>\n",
              "      <td>0.572036</td>\n",
              "      <td>29.644535</td>\n",
              "      <td>9.686832</td>\n",
              "      <td>31.496379</td>\n",
              "      <td>18.108204</td>\n",
              "      <td>15.339604</td>\n",
              "      <td>7.821240</td>\n",
              "      <td>4.951610</td>\n",
              "      <td>26.780123</td>\n",
              "      <td>23.150730</td>\n",
              "      <td>14.112944</td>\n",
              "      <td>23.614495</td>\n",
              "      <td>16.465764</td>\n",
              "      <td>4.507328</td>\n",
              "      <td>24.503813</td>\n",
              "      <td>12.814032</td>\n",
              "      <td>6.796057</td>\n",
              "      <td>17.552167</td>\n",
              "      <td>8.944041</td>\n",
              "      <td>13.948436</td>\n",
              "      <td>10.855999</td>\n",
              "      <td>8.078055</td>\n",
              "      <td>4.358154</td>\n",
              "      <td>5.676995</td>\n",
              "      <td>5.219350</td>\n",
              "      <td>14.846708</td>\n",
              "      <td>20.115492</td>\n",
              "      <td>6.997533</td>\n",
              "      <td>18.311906</td>\n",
              "      <td>12.057112</td>\n",
              "      <td>18.628740</td>\n",
              "      <td>17.874417</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3.9385</td>\n",
              "      <td>8.9948</td>\n",
              "      <td>6.5650</td>\n",
              "      <td>1.5492</td>\n",
              "      <td>4.4709</td>\n",
              "      <td>6.0529</td>\n",
              "      <td>2.2876</td>\n",
              "      <td>1.3599</td>\n",
              "      <td>5.0581</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>6.2595</td>\n",
              "      <td>4.1141</td>\n",
              "      <td>2.8281</td>\n",
              "      <td>4.5603</td>\n",
              "      <td>5.9116</td>\n",
              "      <td>5.0046</td>\n",
              "      <td>3.7171</td>\n",
              "      <td>1.3501</td>\n",
              "      <td>4.0357</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.8357</td>\n",
              "      <td>9.2227</td>\n",
              "      <td>1.2422</td>\n",
              "      <td>1.5399</td>\n",
              "      <td>6.0118</td>\n",
              "      <td>9.2668</td>\n",
              "      <td>2.0872</td>\n",
              "      <td>8.3414</td>\n",
              "      <td>11.2794</td>\n",
              "      <td>2.6870</td>\n",
              "      <td>5.2191</td>\n",
              "      <td>2.9334</td>\n",
              "      <td>0.8281</td>\n",
              "      <td>3.0317</td>\n",
              "      <td>9.8836</td>\n",
              "      <td>4.5214</td>\n",
              "      <td>7.6527</td>\n",
              "      <td>7.0671</td>\n",
              "      <td>7.2569</td>\n",
              "      <td>1.0862</td>\n",
              "      <td>...</td>\n",
              "      <td>8.711105</td>\n",
              "      <td>6.345575</td>\n",
              "      <td>10.396725</td>\n",
              "      <td>4.624286</td>\n",
              "      <td>5.023468</td>\n",
              "      <td>3.777147</td>\n",
              "      <td>4.109257</td>\n",
              "      <td>8.784211</td>\n",
              "      <td>0.216067</td>\n",
              "      <td>5.791117</td>\n",
              "      <td>7.940472</td>\n",
              "      <td>4.980171</td>\n",
              "      <td>6.212606</td>\n",
              "      <td>7.841276</td>\n",
              "      <td>5.536552</td>\n",
              "      <td>6.141207</td>\n",
              "      <td>4.013048</td>\n",
              "      <td>10.749562</td>\n",
              "      <td>10.540668</td>\n",
              "      <td>11.177682</td>\n",
              "      <td>4.501637</td>\n",
              "      <td>2.945732</td>\n",
              "      <td>5.272467</td>\n",
              "      <td>3.459179</td>\n",
              "      <td>0.556227</td>\n",
              "      <td>6.962577</td>\n",
              "      <td>1.460478</td>\n",
              "      <td>8.518132</td>\n",
              "      <td>4.211036</td>\n",
              "      <td>1.903348</td>\n",
              "      <td>2.656360</td>\n",
              "      <td>3.342794</td>\n",
              "      <td>2.423442</td>\n",
              "      <td>5.055287</td>\n",
              "      <td>11.626054</td>\n",
              "      <td>13.654193</td>\n",
              "      <td>7.417109</td>\n",
              "      <td>11.585177</td>\n",
              "      <td>11.482418</td>\n",
              "      <td>14.919338</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>149.1350</td>\n",
              "      <td>81.0777</td>\n",
              "      <td>86.4879</td>\n",
              "      <td>53.9117</td>\n",
              "      <td>66.9063</td>\n",
              "      <td>103.5060</td>\n",
              "      <td>94.9316</td>\n",
              "      <td>78.1955</td>\n",
              "      <td>69.2389</td>\n",
              "      <td>155.7090</td>\n",
              "      <td>112.3660</td>\n",
              "      <td>50.9709</td>\n",
              "      <td>65.0000</td>\n",
              "      <td>97.7507</td>\n",
              "      <td>104.0010</td>\n",
              "      <td>68.1776</td>\n",
              "      <td>55.6136</td>\n",
              "      <td>69.1915</td>\n",
              "      <td>144.7590</td>\n",
              "      <td>154.1290</td>\n",
              "      <td>96.6664</td>\n",
              "      <td>107.3340</td>\n",
              "      <td>72.9690</td>\n",
              "      <td>70.9953</td>\n",
              "      <td>66.6334</td>\n",
              "      <td>73.1304</td>\n",
              "      <td>60.9450</td>\n",
              "      <td>62.9311</td>\n",
              "      <td>103.6030</td>\n",
              "      <td>83.1706</td>\n",
              "      <td>77.9782</td>\n",
              "      <td>47.0349</td>\n",
              "      <td>84.3914</td>\n",
              "      <td>59.5984</td>\n",
              "      <td>33.6352</td>\n",
              "      <td>74.6557</td>\n",
              "      <td>57.4598</td>\n",
              "      <td>121.2670</td>\n",
              "      <td>82.2061</td>\n",
              "      <td>120.3610</td>\n",
              "      <td>...</td>\n",
              "      <td>373.533101</td>\n",
              "      <td>393.514467</td>\n",
              "      <td>375.165438</td>\n",
              "      <td>698.861031</td>\n",
              "      <td>879.926978</td>\n",
              "      <td>107.970716</td>\n",
              "      <td>226.638113</td>\n",
              "      <td>189.691973</td>\n",
              "      <td>797.703064</td>\n",
              "      <td>277.411119</td>\n",
              "      <td>979.943111</td>\n",
              "      <td>1020.765448</td>\n",
              "      <td>729.279661</td>\n",
              "      <td>634.047423</td>\n",
              "      <td>861.667810</td>\n",
              "      <td>598.807385</td>\n",
              "      <td>376.204244</td>\n",
              "      <td>472.401141</td>\n",
              "      <td>664.276347</td>\n",
              "      <td>584.115055</td>\n",
              "      <td>879.299414</td>\n",
              "      <td>622.103454</td>\n",
              "      <td>682.984278</td>\n",
              "      <td>619.315902</td>\n",
              "      <td>1269.511086</td>\n",
              "      <td>1009.358898</td>\n",
              "      <td>756.577218</td>\n",
              "      <td>794.757940</td>\n",
              "      <td>583.463296</td>\n",
              "      <td>749.583764</td>\n",
              "      <td>633.299781</td>\n",
              "      <td>294.018042</td>\n",
              "      <td>686.569179</td>\n",
              "      <td>563.573453</td>\n",
              "      <td>1039.307597</td>\n",
              "      <td>639.238135</td>\n",
              "      <td>742.479964</td>\n",
              "      <td>506.336449</td>\n",
              "      <td>712.452165</td>\n",
              "      <td>703.713324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2034.1000</td>\n",
              "      <td>1304.9300</td>\n",
              "      <td>1054.6600</td>\n",
              "      <td>2350.8900</td>\n",
              "      <td>1257.9900</td>\n",
              "      <td>1866.4300</td>\n",
              "      <td>995.0270</td>\n",
              "      <td>1762.1200</td>\n",
              "      <td>1213.5300</td>\n",
              "      <td>2005.5700</td>\n",
              "      <td>2547.7100</td>\n",
              "      <td>1629.8500</td>\n",
              "      <td>2098.4200</td>\n",
              "      <td>1630.2700</td>\n",
              "      <td>1112.9900</td>\n",
              "      <td>1848.2900</td>\n",
              "      <td>1599.2900</td>\n",
              "      <td>2337.9100</td>\n",
              "      <td>1542.8700</td>\n",
              "      <td>1510.3400</td>\n",
              "      <td>887.6210</td>\n",
              "      <td>1935.8800</td>\n",
              "      <td>961.0830</td>\n",
              "      <td>853.5210</td>\n",
              "      <td>1505.3600</td>\n",
              "      <td>862.7260</td>\n",
              "      <td>573.2090</td>\n",
              "      <td>2134.7100</td>\n",
              "      <td>2075.5600</td>\n",
              "      <td>1285.7100</td>\n",
              "      <td>738.2030</td>\n",
              "      <td>1095.1400</td>\n",
              "      <td>1026.0100</td>\n",
              "      <td>3107.7500</td>\n",
              "      <td>1481.2400</td>\n",
              "      <td>623.0180</td>\n",
              "      <td>1747.3600</td>\n",
              "      <td>1677.4400</td>\n",
              "      <td>1081.2800</td>\n",
              "      <td>1437.9900</td>\n",
              "      <td>...</td>\n",
              "      <td>942.257260</td>\n",
              "      <td>1334.721961</td>\n",
              "      <td>1361.185498</td>\n",
              "      <td>1375.638390</td>\n",
              "      <td>1623.462021</td>\n",
              "      <td>1542.003747</td>\n",
              "      <td>1243.450839</td>\n",
              "      <td>1272.346804</td>\n",
              "      <td>1236.237133</td>\n",
              "      <td>1683.521737</td>\n",
              "      <td>1625.832821</td>\n",
              "      <td>1705.591310</td>\n",
              "      <td>1276.487561</td>\n",
              "      <td>1043.810683</td>\n",
              "      <td>1169.184590</td>\n",
              "      <td>1082.929187</td>\n",
              "      <td>1196.871556</td>\n",
              "      <td>946.717349</td>\n",
              "      <td>988.646309</td>\n",
              "      <td>909.592058</td>\n",
              "      <td>1423.960166</td>\n",
              "      <td>1161.098879</td>\n",
              "      <td>1062.660370</td>\n",
              "      <td>1374.485573</td>\n",
              "      <td>1048.009503</td>\n",
              "      <td>1168.705620</td>\n",
              "      <td>1204.855821</td>\n",
              "      <td>1296.081951</td>\n",
              "      <td>1221.891106</td>\n",
              "      <td>1237.451367</td>\n",
              "      <td>1202.538277</td>\n",
              "      <td>644.002317</td>\n",
              "      <td>1181.884532</td>\n",
              "      <td>663.885074</td>\n",
              "      <td>647.530395</td>\n",
              "      <td>1297.152549</td>\n",
              "      <td>1152.909807</td>\n",
              "      <td>1375.495774</td>\n",
              "      <td>971.893874</td>\n",
              "      <td>1736.988111</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20526</th>\n",
              "      <td>0.4803</td>\n",
              "      <td>31.4052</td>\n",
              "      <td>0.5925</td>\n",
              "      <td>11.6189</td>\n",
              "      <td>7.8240</td>\n",
              "      <td>85.4392</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>2.3799</td>\n",
              "      <td>1.0571</td>\n",
              "      <td>165.7570</td>\n",
              "      <td>3.1807</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>1.6968</td>\n",
              "      <td>0.3861</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.8501</td>\n",
              "      <td>3.1236</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>15.9483</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>14.4928</td>\n",
              "      <td>0.3981</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4388</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4478</td>\n",
              "      <td>2.6868</td>\n",
              "      <td>3.1712</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>8.6374</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.6808</td>\n",
              "      <td>0.4593</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>22.4274</td>\n",
              "      <td>...</td>\n",
              "      <td>20.578090</td>\n",
              "      <td>1.490848</td>\n",
              "      <td>35.574003</td>\n",
              "      <td>7.178677</td>\n",
              "      <td>0.758236</td>\n",
              "      <td>80.934849</td>\n",
              "      <td>4.380937</td>\n",
              "      <td>5.467601</td>\n",
              "      <td>1.891596</td>\n",
              "      <td>5.095502</td>\n",
              "      <td>33.670718</td>\n",
              "      <td>2.846750</td>\n",
              "      <td>158.012840</td>\n",
              "      <td>9.258108</td>\n",
              "      <td>9.854315</td>\n",
              "      <td>2.735429</td>\n",
              "      <td>3.037157</td>\n",
              "      <td>146.672712</td>\n",
              "      <td>5.271665</td>\n",
              "      <td>11.584707</td>\n",
              "      <td>0.769614</td>\n",
              "      <td>18.098120</td>\n",
              "      <td>9.831872</td>\n",
              "      <td>2.476557</td>\n",
              "      <td>0.756830</td>\n",
              "      <td>44.017529</td>\n",
              "      <td>0.772298</td>\n",
              "      <td>21.763568</td>\n",
              "      <td>9.681488</td>\n",
              "      <td>206.054130</td>\n",
              "      <td>20.923873</td>\n",
              "      <td>1.839530</td>\n",
              "      <td>2.916935</td>\n",
              "      <td>239.014921</td>\n",
              "      <td>1.845753</td>\n",
              "      <td>3.268489</td>\n",
              "      <td>17.164493</td>\n",
              "      <td>3.756246</td>\n",
              "      <td>0.301440</td>\n",
              "      <td>217.431795</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20527</th>\n",
              "      <td>648.4150</td>\n",
              "      <td>1166.0200</td>\n",
              "      <td>806.3990</td>\n",
              "      <td>553.8340</td>\n",
              "      <td>795.8120</td>\n",
              "      <td>520.6580</td>\n",
              "      <td>556.1540</td>\n",
              "      <td>913.1870</td>\n",
              "      <td>805.4970</td>\n",
              "      <td>784.6720</td>\n",
              "      <td>771.6290</td>\n",
              "      <td>847.0870</td>\n",
              "      <td>439.4800</td>\n",
              "      <td>852.9780</td>\n",
              "      <td>599.7580</td>\n",
              "      <td>619.7970</td>\n",
              "      <td>566.2650</td>\n",
              "      <td>588.1010</td>\n",
              "      <td>917.5480</td>\n",
              "      <td>670.6900</td>\n",
              "      <td>1005.3200</td>\n",
              "      <td>636.3640</td>\n",
              "      <td>664.0790</td>\n",
              "      <td>848.3570</td>\n",
              "      <td>751.0170</td>\n",
              "      <td>983.0630</td>\n",
              "      <td>1112.6700</td>\n",
              "      <td>820.9740</td>\n",
              "      <td>493.5950</td>\n",
              "      <td>643.0810</td>\n",
              "      <td>1107.6400</td>\n",
              "      <td>629.4930</td>\n",
              "      <td>765.1620</td>\n",
              "      <td>565.7530</td>\n",
              "      <td>956.0150</td>\n",
              "      <td>872.3370</td>\n",
              "      <td>545.7050</td>\n",
              "      <td>495.2040</td>\n",
              "      <td>592.1630</td>\n",
              "      <td>635.0040</td>\n",
              "      <td>...</td>\n",
              "      <td>882.608575</td>\n",
              "      <td>659.918435</td>\n",
              "      <td>684.904024</td>\n",
              "      <td>813.370457</td>\n",
              "      <td>747.810794</td>\n",
              "      <td>1046.933345</td>\n",
              "      <td>945.748946</td>\n",
              "      <td>722.053014</td>\n",
              "      <td>1209.012828</td>\n",
              "      <td>344.771041</td>\n",
              "      <td>850.625091</td>\n",
              "      <td>702.221692</td>\n",
              "      <td>782.774644</td>\n",
              "      <td>860.742497</td>\n",
              "      <td>1084.704221</td>\n",
              "      <td>850.893569</td>\n",
              "      <td>1018.846654</td>\n",
              "      <td>875.652608</td>\n",
              "      <td>1070.871454</td>\n",
              "      <td>880.307853</td>\n",
              "      <td>864.799987</td>\n",
              "      <td>806.878960</td>\n",
              "      <td>635.561646</td>\n",
              "      <td>618.981564</td>\n",
              "      <td>820.690263</td>\n",
              "      <td>535.509695</td>\n",
              "      <td>616.712567</td>\n",
              "      <td>733.401636</td>\n",
              "      <td>1106.845055</td>\n",
              "      <td>839.977598</td>\n",
              "      <td>1322.386301</td>\n",
              "      <td>1025.213701</td>\n",
              "      <td>814.306556</td>\n",
              "      <td>907.845035</td>\n",
              "      <td>953.276441</td>\n",
              "      <td>905.046317</td>\n",
              "      <td>757.811259</td>\n",
              "      <td>927.963540</td>\n",
              "      <td>845.677334</td>\n",
              "      <td>859.078048</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20528</th>\n",
              "      <td>1841.0200</td>\n",
              "      <td>3059.9900</td>\n",
              "      <td>2655.6100</td>\n",
              "      <td>2367.9300</td>\n",
              "      <td>708.0710</td>\n",
              "      <td>855.1940</td>\n",
              "      <td>10924.6000</td>\n",
              "      <td>2122.1600</td>\n",
              "      <td>1939.2200</td>\n",
              "      <td>4050.3500</td>\n",
              "      <td>1462.4700</td>\n",
              "      <td>2145.6300</td>\n",
              "      <td>1070.7000</td>\n",
              "      <td>1388.9400</td>\n",
              "      <td>2213.0900</td>\n",
              "      <td>2125.8100</td>\n",
              "      <td>973.6730</td>\n",
              "      <td>1893.9700</td>\n",
              "      <td>1213.0600</td>\n",
              "      <td>772.4140</td>\n",
              "      <td>3643.3500</td>\n",
              "      <td>1020.2000</td>\n",
              "      <td>2616.5000</td>\n",
              "      <td>1994.8400</td>\n",
              "      <td>1307.4400</td>\n",
              "      <td>1577.6400</td>\n",
              "      <td>2491.1700</td>\n",
              "      <td>1246.1600</td>\n",
              "      <td>3601.1000</td>\n",
              "      <td>717.4200</td>\n",
              "      <td>1037.1100</td>\n",
              "      <td>3875.2600</td>\n",
              "      <td>1469.0400</td>\n",
              "      <td>1289.5700</td>\n",
              "      <td>1161.7100</td>\n",
              "      <td>620.7770</td>\n",
              "      <td>2615.0700</td>\n",
              "      <td>2107.0200</td>\n",
              "      <td>1847.6100</td>\n",
              "      <td>978.0120</td>\n",
              "      <td>...</td>\n",
              "      <td>3411.714796</td>\n",
              "      <td>8646.670472</td>\n",
              "      <td>3483.577569</td>\n",
              "      <td>3909.613907</td>\n",
              "      <td>3124.796665</td>\n",
              "      <td>6539.728745</td>\n",
              "      <td>6536.282162</td>\n",
              "      <td>3860.761709</td>\n",
              "      <td>2457.278236</td>\n",
              "      <td>3786.939271</td>\n",
              "      <td>3829.678696</td>\n",
              "      <td>2856.421078</td>\n",
              "      <td>4210.722556</td>\n",
              "      <td>2648.897536</td>\n",
              "      <td>1994.478143</td>\n",
              "      <td>4186.478480</td>\n",
              "      <td>4059.881806</td>\n",
              "      <td>1953.770642</td>\n",
              "      <td>4127.297287</td>\n",
              "      <td>2785.956023</td>\n",
              "      <td>2406.812766</td>\n",
              "      <td>3418.411170</td>\n",
              "      <td>5234.249426</td>\n",
              "      <td>3184.229514</td>\n",
              "      <td>4060.028832</td>\n",
              "      <td>2476.591019</td>\n",
              "      <td>5541.205786</td>\n",
              "      <td>3674.914453</td>\n",
              "      <td>1424.647378</td>\n",
              "      <td>3101.747620</td>\n",
              "      <td>2783.898049</td>\n",
              "      <td>4960.431833</td>\n",
              "      <td>3447.701267</td>\n",
              "      <td>978.304677</td>\n",
              "      <td>2789.057736</td>\n",
              "      <td>3359.241568</td>\n",
              "      <td>4264.469081</td>\n",
              "      <td>3103.609391</td>\n",
              "      <td>3302.569055</td>\n",
              "      <td>2497.814797</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20529</th>\n",
              "      <td>1157.5400</td>\n",
              "      <td>1895.9900</td>\n",
              "      <td>1482.4500</td>\n",
              "      <td>1140.2000</td>\n",
              "      <td>796.3710</td>\n",
              "      <td>897.7140</td>\n",
              "      <td>1095.7300</td>\n",
              "      <td>1003.6200</td>\n",
              "      <td>904.8630</td>\n",
              "      <td>370.2800</td>\n",
              "      <td>920.4840</td>\n",
              "      <td>1550.3600</td>\n",
              "      <td>545.2490</td>\n",
              "      <td>1380.8300</td>\n",
              "      <td>975.9510</td>\n",
              "      <td>634.5980</td>\n",
              "      <td>1299.4200</td>\n",
              "      <td>705.5680</td>\n",
              "      <td>1011.0400</td>\n",
              "      <td>1675.8600</td>\n",
              "      <td>1143.5400</td>\n",
              "      <td>792.2700</td>\n",
              "      <td>889.8180</td>\n",
              "      <td>933.8030</td>\n",
              "      <td>1140.9500</td>\n",
              "      <td>819.1400</td>\n",
              "      <td>676.5320</td>\n",
              "      <td>1267.2200</td>\n",
              "      <td>1292.0400</td>\n",
              "      <td>566.9500</td>\n",
              "      <td>765.7430</td>\n",
              "      <td>2740.4900</td>\n",
              "      <td>498.5150</td>\n",
              "      <td>535.5210</td>\n",
              "      <td>905.5630</td>\n",
              "      <td>660.5560</td>\n",
              "      <td>660.5420</td>\n",
              "      <td>2319.5400</td>\n",
              "      <td>776.4880</td>\n",
              "      <td>1770.8900</td>\n",
              "      <td>...</td>\n",
              "      <td>4007.974241</td>\n",
              "      <td>4158.690264</td>\n",
              "      <td>1161.036158</td>\n",
              "      <td>981.727796</td>\n",
              "      <td>1844.685583</td>\n",
              "      <td>1291.094838</td>\n",
              "      <td>1374.721886</td>\n",
              "      <td>879.118373</td>\n",
              "      <td>659.517632</td>\n",
              "      <td>1606.957505</td>\n",
              "      <td>1118.566498</td>\n",
              "      <td>1518.645115</td>\n",
              "      <td>2266.841272</td>\n",
              "      <td>1834.589012</td>\n",
              "      <td>2648.645258</td>\n",
              "      <td>927.828536</td>\n",
              "      <td>1248.633101</td>\n",
              "      <td>2200.420770</td>\n",
              "      <td>1729.915339</td>\n",
              "      <td>1518.965800</td>\n",
              "      <td>1162.209145</td>\n",
              "      <td>1717.674389</td>\n",
              "      <td>1595.669744</td>\n",
              "      <td>1454.252482</td>\n",
              "      <td>1048.619814</td>\n",
              "      <td>1438.141553</td>\n",
              "      <td>1282.544514</td>\n",
              "      <td>1231.048943</td>\n",
              "      <td>796.811577</td>\n",
              "      <td>1685.890864</td>\n",
              "      <td>1284.992478</td>\n",
              "      <td>2054.896390</td>\n",
              "      <td>2420.047163</td>\n",
              "      <td>1302.821382</td>\n",
              "      <td>1119.313995</td>\n",
              "      <td>1740.926312</td>\n",
              "      <td>2702.668453</td>\n",
              "      <td>1370.141309</td>\n",
              "      <td>1915.477072</td>\n",
              "      <td>1247.130940</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20530</th>\n",
              "      <td>596.0620</td>\n",
              "      <td>801.6370</td>\n",
              "      <td>437.2690</td>\n",
              "      <td>512.7810</td>\n",
              "      <td>475.5870</td>\n",
              "      <td>397.1120</td>\n",
              "      <td>462.0800</td>\n",
              "      <td>642.2230</td>\n",
              "      <td>542.8120</td>\n",
              "      <td>995.4330</td>\n",
              "      <td>511.4500</td>\n",
              "      <td>404.1260</td>\n",
              "      <td>138.5750</td>\n",
              "      <td>454.4840</td>\n",
              "      <td>619.1050</td>\n",
              "      <td>401.4800</td>\n",
              "      <td>355.1990</td>\n",
              "      <td>551.4870</td>\n",
              "      <td>591.0270</td>\n",
              "      <td>315.0860</td>\n",
              "      <td>555.0330</td>\n",
              "      <td>525.6920</td>\n",
              "      <td>497.2630</td>\n",
              "      <td>559.6240</td>\n",
              "      <td>355.5310</td>\n",
              "      <td>509.2980</td>\n",
              "      <td>643.3020</td>\n",
              "      <td>569.9870</td>\n",
              "      <td>479.3250</td>\n",
              "      <td>327.8100</td>\n",
              "      <td>538.7070</td>\n",
              "      <td>203.4880</td>\n",
              "      <td>449.6570</td>\n",
              "      <td>393.8670</td>\n",
              "      <td>441.1380</td>\n",
              "      <td>673.4420</td>\n",
              "      <td>192.0070</td>\n",
              "      <td>379.6060</td>\n",
              "      <td>377.3580</td>\n",
              "      <td>464.3800</td>\n",
              "      <td>...</td>\n",
              "      <td>1351.089749</td>\n",
              "      <td>1177.478188</td>\n",
              "      <td>800.048908</td>\n",
              "      <td>937.122926</td>\n",
              "      <td>1188.070439</td>\n",
              "      <td>668.569920</td>\n",
              "      <td>832.671673</td>\n",
              "      <td>947.578776</td>\n",
              "      <td>651.517714</td>\n",
              "      <td>523.584284</td>\n",
              "      <td>588.452804</td>\n",
              "      <td>982.858814</td>\n",
              "      <td>877.006018</td>\n",
              "      <td>1090.810659</td>\n",
              "      <td>1014.996743</td>\n",
              "      <td>1156.504884</td>\n",
              "      <td>1044.953424</td>\n",
              "      <td>809.799848</td>\n",
              "      <td>795.838335</td>\n",
              "      <td>1213.093917</td>\n",
              "      <td>817.651833</td>\n",
              "      <td>944.025465</td>\n",
              "      <td>1086.257423</td>\n",
              "      <td>1060.453551</td>\n",
              "      <td>853.752161</td>\n",
              "      <td>946.050862</td>\n",
              "      <td>1098.363628</td>\n",
              "      <td>1633.154245</td>\n",
              "      <td>510.125735</td>\n",
              "      <td>1066.862708</td>\n",
              "      <td>1318.307982</td>\n",
              "      <td>819.011279</td>\n",
              "      <td>853.197498</td>\n",
              "      <td>1264.248865</td>\n",
              "      <td>1091.778096</td>\n",
              "      <td>1148.217844</td>\n",
              "      <td>857.336078</td>\n",
              "      <td>473.853001</td>\n",
              "      <td>1027.285482</td>\n",
              "      <td>916.155785</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>20531 rows × 10332 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       TCGA-OR-A5J1-01A-11R-A29S-07  ...  TCGA-CG-4477-01A-01R-1157-13\n",
              "0                            0.0000  ...                           NaN\n",
              "1                            3.2661  ...                     17.874417\n",
              "2                            3.9385  ...                     14.919338\n",
              "3                          149.1350  ...                    703.713324\n",
              "4                         2034.1000  ...                   1736.988111\n",
              "...                             ...  ...                           ...\n",
              "20526                        0.4803  ...                    217.431795\n",
              "20527                      648.4150  ...                    859.078048\n",
              "20528                     1841.0200  ...                   2497.814797\n",
              "20529                     1157.5400  ...                   1247.130940\n",
              "20530                      596.0620  ...                    916.155785\n",
              "\n",
              "[20531 rows x 10332 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 20
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "98AYxXZVQ-aI",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "column_array=tsv_read_main.columns"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_22on8wvRAZ_",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "for lt in column_array:\n",
        "  tsv_read_main[lt]=np.log2(tsv_read_main[lt]+1) "
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OP98_hpFRCls",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "outputId": "bb5c8ff8-5de8-4212-e9d5-74216c3e21b5"
      },
      "source": [
        "tsv_read_main"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>TCGA-BR-4191-01A-02R-1131-13</th>\n",
              "      <th>TCGA-BR-4201-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4253-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4255-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4256-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4267-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4279-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4294-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4357-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4361-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4362-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4363-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4366-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4367-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4368-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4369-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4370-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4371-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4301-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4304-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4305-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4306-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4436-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4438-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4440-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4442-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4443-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4444-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4449-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4462-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4465-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4466-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4469-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4472-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4474-01A-02R-1157-13</th>\n",
              "      <th>TCGA-CG-4475-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4476-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.471031</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.336626</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.525267</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.898170</td>\n",
              "      <td>1.197677</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2.092918</td>\n",
              "      <td>1.880294</td>\n",
              "      <td>1.448954</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.115899</td>\n",
              "      <td>1.288181</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.447738</td>\n",
              "      <td>3.023131</td>\n",
              "      <td>1.866433</td>\n",
              "      <td>2.427901</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.916973</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.305037</td>\n",
              "      <td>1.131853</td>\n",
              "      <td>3.138028</td>\n",
              "      <td>3.122623</td>\n",
              "      <td>1.842456</td>\n",
              "      <td>2.190109</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.806118</td>\n",
              "      <td>2.054814</td>\n",
              "      <td>1.255380</td>\n",
              "      <td>3.135650</td>\n",
              "      <td>2.209173</td>\n",
              "      <td>2.428544</td>\n",
              "      <td>2.569467</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.550014</td>\n",
              "      <td>1.497485</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.193456</td>\n",
              "      <td>2.418649</td>\n",
              "      <td>2.287679</td>\n",
              "      <td>3.809198</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.079020</td>\n",
              "      <td>...</td>\n",
              "      <td>4.226229</td>\n",
              "      <td>3.846908</td>\n",
              "      <td>3.913709</td>\n",
              "      <td>3.624037</td>\n",
              "      <td>2.239900</td>\n",
              "      <td>0.205035</td>\n",
              "      <td>0.821057</td>\n",
              "      <td>3.121117</td>\n",
              "      <td>0.652634</td>\n",
              "      <td>4.937558</td>\n",
              "      <td>3.417762</td>\n",
              "      <td>5.022207</td>\n",
              "      <td>4.256120</td>\n",
              "      <td>4.030301</td>\n",
              "      <td>3.140981</td>\n",
              "      <td>2.573280</td>\n",
              "      <td>4.795981</td>\n",
              "      <td>4.593995</td>\n",
              "      <td>3.917713</td>\n",
              "      <td>4.621436</td>\n",
              "      <td>4.126458</td>\n",
              "      <td>2.461353</td>\n",
              "      <td>4.672641</td>\n",
              "      <td>3.788063</td>\n",
              "      <td>2.962745</td>\n",
              "      <td>4.213516</td>\n",
              "      <td>3.313832</td>\n",
              "      <td>3.901923</td>\n",
              "      <td>3.567545</td>\n",
              "      <td>3.182383</td>\n",
              "      <td>2.421736</td>\n",
              "      <td>2.739199</td>\n",
              "      <td>2.636764</td>\n",
              "      <td>3.986111</td>\n",
              "      <td>4.400230</td>\n",
              "      <td>2.999555</td>\n",
              "      <td>4.271419</td>\n",
              "      <td>3.706764</td>\n",
              "      <td>4.294896</td>\n",
              "      <td>4.238360</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2.304073</td>\n",
              "      <td>3.321178</td>\n",
              "      <td>2.919340</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>2.451778</td>\n",
              "      <td>2.818217</td>\n",
              "      <td>1.717035</td>\n",
              "      <td>1.238726</td>\n",
              "      <td>2.598865</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.859870</td>\n",
              "      <td>2.354480</td>\n",
              "      <td>1.936629</td>\n",
              "      <td>2.475163</td>\n",
              "      <td>2.789020</td>\n",
              "      <td>2.586068</td>\n",
              "      <td>2.237900</td>\n",
              "      <td>1.232722</td>\n",
              "      <td>2.332192</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.503705</td>\n",
              "      <td>3.353704</td>\n",
              "      <td>1.164915</td>\n",
              "      <td>1.344772</td>\n",
              "      <td>2.809785</td>\n",
              "      <td>3.359915</td>\n",
              "      <td>1.626299</td>\n",
              "      <td>3.223639</td>\n",
              "      <td>3.618168</td>\n",
              "      <td>1.882447</td>\n",
              "      <td>2.636706</td>\n",
              "      <td>1.975777</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>2.011388</td>\n",
              "      <td>3.444084</td>\n",
              "      <td>2.465034</td>\n",
              "      <td>3.113150</td>\n",
              "      <td>3.012050</td>\n",
              "      <td>3.045600</td>\n",
              "      <td>1.060877</td>\n",
              "      <td>...</td>\n",
              "      <td>3.279635</td>\n",
              "      <td>2.876875</td>\n",
              "      <td>3.510547</td>\n",
              "      <td>2.491670</td>\n",
              "      <td>2.590594</td>\n",
              "      <td>2.256149</td>\n",
              "      <td>2.353113</td>\n",
              "      <td>3.290456</td>\n",
              "      <td>0.282222</td>\n",
              "      <td>2.763649</td>\n",
              "      <td>3.160351</td>\n",
              "      <td>2.580187</td>\n",
              "      <td>2.850521</td>\n",
              "      <td>3.144255</td>\n",
              "      <td>2.708530</td>\n",
              "      <td>2.836168</td>\n",
              "      <td>2.325688</td>\n",
              "      <td>3.554535</td>\n",
              "      <td>3.528655</td>\n",
              "      <td>3.606168</td>\n",
              "      <td>2.459861</td>\n",
              "      <td>1.980293</td>\n",
              "      <td>2.649033</td>\n",
              "      <td>2.156778</td>\n",
              "      <td>0.638053</td>\n",
              "      <td>2.993235</td>\n",
              "      <td>1.298938</td>\n",
              "      <td>3.250678</td>\n",
              "      <td>2.381570</td>\n",
              "      <td>1.537717</td>\n",
              "      <td>1.870408</td>\n",
              "      <td>2.118624</td>\n",
              "      <td>1.775447</td>\n",
              "      <td>2.598195</td>\n",
              "      <td>3.658332</td>\n",
              "      <td>3.873242</td>\n",
              "      <td>3.073325</td>\n",
              "      <td>3.653654</td>\n",
              "      <td>3.641825</td>\n",
              "      <td>3.992708</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>7.230117</td>\n",
              "      <td>6.358918</td>\n",
              "      <td>6.451012</td>\n",
              "      <td>5.779042</td>\n",
              "      <td>6.085474</td>\n",
              "      <td>6.707442</td>\n",
              "      <td>6.583934</td>\n",
              "      <td>6.307347</td>\n",
              "      <td>6.134198</td>\n",
              "      <td>7.291944</td>\n",
              "      <td>6.824844</td>\n",
              "      <td>5.699632</td>\n",
              "      <td>6.044394</td>\n",
              "      <td>6.625719</td>\n",
              "      <td>6.714259</td>\n",
              "      <td>6.112233</td>\n",
              "      <td>5.823077</td>\n",
              "      <td>6.133224</td>\n",
              "      <td>7.187441</td>\n",
              "      <td>7.277325</td>\n",
              "      <td>6.609790</td>\n",
              "      <td>6.759342</td>\n",
              "      <td>6.208849</td>\n",
              "      <td>6.169831</td>\n",
              "      <td>6.079664</td>\n",
              "      <td>6.211993</td>\n",
              "      <td>5.952916</td>\n",
              "      <td>5.998446</td>\n",
              "      <td>6.708780</td>\n",
              "      <td>6.395244</td>\n",
              "      <td>6.303383</td>\n",
              "      <td>5.586011</td>\n",
              "      <td>6.416019</td>\n",
              "      <td>5.921208</td>\n",
              "      <td>5.114167</td>\n",
              "      <td>6.241377</td>\n",
              "      <td>5.869373</td>\n",
              "      <td>6.933891</td>\n",
              "      <td>6.378617</td>\n",
              "      <td>6.923161</td>\n",
              "      <td>...</td>\n",
              "      <td>8.548949</td>\n",
              "      <td>8.623934</td>\n",
              "      <td>8.555223</td>\n",
              "      <td>9.450925</td>\n",
              "      <td>9.782879</td>\n",
              "      <td>6.767797</td>\n",
              "      <td>7.830598</td>\n",
              "      <td>7.575100</td>\n",
              "      <td>9.641515</td>\n",
              "      <td>8.121073</td>\n",
              "      <td>9.938026</td>\n",
              "      <td>9.996848</td>\n",
              "      <td>9.512305</td>\n",
              "      <td>9.310721</td>\n",
              "      <td>9.752661</td>\n",
              "      <td>9.228355</td>\n",
              "      <td>8.559202</td>\n",
              "      <td>8.886919</td>\n",
              "      <td>9.377810</td>\n",
              "      <td>9.192577</td>\n",
              "      <td>9.781850</td>\n",
              "      <td>9.283328</td>\n",
              "      <td>9.417819</td>\n",
              "      <td>9.276859</td>\n",
              "      <td>10.311193</td>\n",
              "      <td>9.980652</td>\n",
              "      <td>9.565249</td>\n",
              "      <td>9.636186</td>\n",
              "      <td>9.190969</td>\n",
              "      <td>9.551869</td>\n",
              "      <td>9.309021</td>\n",
              "      <td>8.204659</td>\n",
              "      <td>9.425361</td>\n",
              "      <td>9.141017</td>\n",
              "      <td>10.022794</td>\n",
              "      <td>9.322465</td>\n",
              "      <td>9.538150</td>\n",
              "      <td>8.986799</td>\n",
              "      <td>9.478673</td>\n",
              "      <td>9.460893</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>10.990884</td>\n",
              "      <td>10.350862</td>\n",
              "      <td>10.043930</td>\n",
              "      <td>11.199605</td>\n",
              "      <td>10.298051</td>\n",
              "      <td>10.866838</td>\n",
              "      <td>9.960041</td>\n",
              "      <td>10.783915</td>\n",
              "      <td>10.246182</td>\n",
              "      <td>10.970516</td>\n",
              "      <td>11.315552</td>\n",
              "      <td>10.671408</td>\n",
              "      <td>11.035775</td>\n",
              "      <td>10.671780</td>\n",
              "      <td>10.121521</td>\n",
              "      <td>10.852756</td>\n",
              "      <td>10.644118</td>\n",
              "      <td>11.191621</td>\n",
              "      <td>10.592336</td>\n",
              "      <td>10.561613</td>\n",
              "      <td>9.795424</td>\n",
              "      <td>10.919519</td>\n",
              "      <td>9.910018</td>\n",
              "      <td>9.738972</td>\n",
              "      <td>10.556851</td>\n",
              "      <td>9.754430</td>\n",
              "      <td>9.165432</td>\n",
              "      <td>11.060500</td>\n",
              "      <td>11.019980</td>\n",
              "      <td>10.329471</td>\n",
              "      <td>9.529827</td>\n",
              "      <td>10.098216</td>\n",
              "      <td>10.004235</td>\n",
              "      <td>11.602119</td>\n",
              "      <td>10.533563</td>\n",
              "      <td>9.285444</td>\n",
              "      <td>10.771787</td>\n",
              "      <td>10.712905</td>\n",
              "      <td>10.079858</td>\n",
              "      <td>10.490841</td>\n",
              "      <td>...</td>\n",
              "      <td>9.881507</td>\n",
              "      <td>10.383404</td>\n",
              "      <td>10.411707</td>\n",
              "      <td>10.426934</td>\n",
              "      <td>10.665746</td>\n",
              "      <td>10.591526</td>\n",
              "      <td>10.281294</td>\n",
              "      <td>10.314410</td>\n",
              "      <td>10.272906</td>\n",
              "      <td>10.718123</td>\n",
              "      <td>10.667850</td>\n",
              "      <td>10.736902</td>\n",
              "      <td>10.319094</td>\n",
              "      <td>10.029026</td>\n",
              "      <td>10.192520</td>\n",
              "      <td>10.082055</td>\n",
              "      <td>10.226258</td>\n",
              "      <td>9.888313</td>\n",
              "      <td>9.950769</td>\n",
              "      <td>9.830661</td>\n",
              "      <td>10.476706</td>\n",
              "      <td>10.182517</td>\n",
              "      <td>10.054822</td>\n",
              "      <td>10.425725</td>\n",
              "      <td>10.034812</td>\n",
              "      <td>10.191930</td>\n",
              "      <td>10.235842</td>\n",
              "      <td>10.341054</td>\n",
              "      <td>10.256080</td>\n",
              "      <td>10.274322</td>\n",
              "      <td>10.233066</td>\n",
              "      <td>9.333161</td>\n",
              "      <td>10.208094</td>\n",
              "      <td>9.376961</td>\n",
              "      <td>9.341030</td>\n",
              "      <td>10.342244</td>\n",
              "      <td>10.172315</td>\n",
              "      <td>10.426784</td>\n",
              "      <td>9.926139</td>\n",
              "      <td>10.763202</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20526</th>\n",
              "      <td>0.565890</td>\n",
              "      <td>5.018153</td>\n",
              "      <td>0.671293</td>\n",
              "      <td>3.657514</td>\n",
              "      <td>3.141433</td>\n",
              "      <td>6.433614</td>\n",
              "      <td>0.500190</td>\n",
              "      <td>1.756981</td>\n",
              "      <td>1.040612</td>\n",
              "      <td>7.381604</td>\n",
              "      <td>2.063745</td>\n",
              "      <td>0.684190</td>\n",
              "      <td>1.431249</td>\n",
              "      <td>0.471031</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.511013</td>\n",
              "      <td>2.043904</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.083069</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.953526</td>\n",
              "      <td>0.483468</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.524866</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.533862</td>\n",
              "      <td>1.882369</td>\n",
              "      <td>2.060462</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.268644</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.422664</td>\n",
              "      <td>0.545277</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.550125</td>\n",
              "      <td>...</td>\n",
              "      <td>4.431495</td>\n",
              "      <td>1.316637</td>\n",
              "      <td>5.192747</td>\n",
              "      <td>3.031868</td>\n",
              "      <td>0.814129</td>\n",
              "      <td>6.356405</td>\n",
              "      <td>2.427857</td>\n",
              "      <td>2.693231</td>\n",
              "      <td>1.531866</td>\n",
              "      <td>2.607745</td>\n",
              "      <td>5.115646</td>\n",
              "      <td>1.943640</td>\n",
              "      <td>7.312999</td>\n",
              "      <td>3.358693</td>\n",
              "      <td>3.440197</td>\n",
              "      <td>1.901274</td>\n",
              "      <td>2.013340</td>\n",
              "      <td>7.206259</td>\n",
              "      <td>2.648849</td>\n",
              "      <td>3.653600</td>\n",
              "      <td>0.823435</td>\n",
              "      <td>4.255359</td>\n",
              "      <td>3.437211</td>\n",
              "      <td>1.797659</td>\n",
              "      <td>0.812974</td>\n",
              "      <td>5.492415</td>\n",
              "      <td>0.825621</td>\n",
              "      <td>4.508655</td>\n",
              "      <td>3.417041</td>\n",
              "      <td>7.693864</td>\n",
              "      <td>4.454431</td>\n",
              "      <td>1.505652</td>\n",
              "      <td>1.969725</td>\n",
              "      <td>7.906980</td>\n",
              "      <td>1.508811</td>\n",
              "      <td>2.093726</td>\n",
              "      <td>4.183049</td>\n",
              "      <td>2.249823</td>\n",
              "      <td>0.380109</td>\n",
              "      <td>7.771039</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20527</th>\n",
              "      <td>9.342997</td>\n",
              "      <td>10.188614</td>\n",
              "      <td>9.657138</td>\n",
              "      <td>9.115912</td>\n",
              "      <td>9.638096</td>\n",
              "      <td>9.026960</td>\n",
              "      <td>9.121932</td>\n",
              "      <td>9.836345</td>\n",
              "      <td>9.655525</td>\n",
              "      <td>9.617783</td>\n",
              "      <td>9.593632</td>\n",
              "      <td>9.728068</td>\n",
              "      <td>8.782933</td>\n",
              "      <td>9.738055</td>\n",
              "      <td>9.230640</td>\n",
              "      <td>9.277978</td>\n",
              "      <td>9.147879</td>\n",
              "      <td>9.202371</td>\n",
              "      <td>9.843211</td>\n",
              "      <td>9.391652</td>\n",
              "      <td>9.974873</td>\n",
              "      <td>9.315974</td>\n",
              "      <td>9.377382</td>\n",
              "      <td>9.730227</td>\n",
              "      <td>9.554621</td>\n",
              "      <td>9.942607</td>\n",
              "      <td>10.121106</td>\n",
              "      <td>9.682949</td>\n",
              "      <td>8.950104</td>\n",
              "      <td>9.331098</td>\n",
              "      <td>10.114575</td>\n",
              "      <td>9.300337</td>\n",
              "      <td>9.581506</td>\n",
              "      <td>9.146576</td>\n",
              "      <td>9.902398</td>\n",
              "      <td>9.770395</td>\n",
              "      <td>9.094619</td>\n",
              "      <td>8.954790</td>\n",
              "      <td>9.212285</td>\n",
              "      <td>9.312892</td>\n",
              "      <td>...</td>\n",
              "      <td>9.787264</td>\n",
              "      <td>9.368328</td>\n",
              "      <td>9.421863</td>\n",
              "      <td>9.669541</td>\n",
              "      <td>9.548457</td>\n",
              "      <td>10.033331</td>\n",
              "      <td>9.886838</td>\n",
              "      <td>9.497958</td>\n",
              "      <td>10.240807</td>\n",
              "      <td>8.433673</td>\n",
              "      <td>9.734075</td>\n",
              "      <td>9.457836</td>\n",
              "      <td>9.614295</td>\n",
              "      <td>9.751113</td>\n",
              "      <td>10.084415</td>\n",
              "      <td>9.734529</td>\n",
              "      <td>9.994137</td>\n",
              "      <td>9.775861</td>\n",
              "      <td>10.065916</td>\n",
              "      <td>9.783502</td>\n",
              "      <td>9.757890</td>\n",
              "      <td>9.657995</td>\n",
              "      <td>9.314156</td>\n",
              "      <td>9.276082</td>\n",
              "      <td>9.682451</td>\n",
              "      <td>9.067460</td>\n",
              "      <td>9.270792</td>\n",
              "      <td>9.520425</td>\n",
              "      <td>10.113540</td>\n",
              "      <td>9.715924</td>\n",
              "      <td>10.370019</td>\n",
              "      <td>10.003115</td>\n",
              "      <td>9.671199</td>\n",
              "      <td>9.827891</td>\n",
              "      <td>9.898263</td>\n",
              "      <td>9.823441</td>\n",
              "      <td>9.567597</td>\n",
              "      <td>9.859478</td>\n",
              "      <td>9.725668</td>\n",
              "      <td>9.748324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20528</th>\n",
              "      <td>10.847073</td>\n",
              "      <td>11.579783</td>\n",
              "      <td>11.375371</td>\n",
              "      <td>11.210020</td>\n",
              "      <td>9.469786</td>\n",
              "      <td>9.741794</td>\n",
              "      <td>13.415425</td>\n",
              "      <td>11.051997</td>\n",
              "      <td>10.922005</td>\n",
              "      <td>11.984187</td>\n",
              "      <td>10.515177</td>\n",
              "      <td>11.067858</td>\n",
              "      <td>10.065685</td>\n",
              "      <td>10.440807</td>\n",
              "      <td>11.112498</td>\n",
              "      <td>11.054475</td>\n",
              "      <td>9.928774</td>\n",
              "      <td>10.887959</td>\n",
              "      <td>10.245624</td>\n",
              "      <td>9.595097</td>\n",
              "      <td>11.831446</td>\n",
              "      <td>9.996050</td>\n",
              "      <td>11.353974</td>\n",
              "      <td>10.962780</td>\n",
              "      <td>10.353632</td>\n",
              "      <td>10.624466</td>\n",
              "      <td>11.283187</td>\n",
              "      <td>10.284431</td>\n",
              "      <td>11.814623</td>\n",
              "      <td>9.488684</td>\n",
              "      <td>10.019744</td>\n",
              "      <td>11.920450</td>\n",
              "      <td>10.521640</td>\n",
              "      <td>10.333793</td>\n",
              "      <td>10.183276</td>\n",
              "      <td>9.280253</td>\n",
              "      <td>11.353185</td>\n",
              "      <td>11.041673</td>\n",
              "      <td>10.852225</td>\n",
              "      <td>9.935183</td>\n",
              "      <td>...</td>\n",
              "      <td>11.736704</td>\n",
              "      <td>13.078096</td>\n",
              "      <td>11.766768</td>\n",
              "      <td>11.933179</td>\n",
              "      <td>11.610008</td>\n",
              "      <td>12.675236</td>\n",
              "      <td>12.674475</td>\n",
              "      <td>11.915043</td>\n",
              "      <td>11.263432</td>\n",
              "      <td>11.887197</td>\n",
              "      <td>11.903384</td>\n",
              "      <td>11.480498</td>\n",
              "      <td>12.040195</td>\n",
              "      <td>11.371721</td>\n",
              "      <td>10.962519</td>\n",
              "      <td>12.031866</td>\n",
              "      <td>11.987577</td>\n",
              "      <td>10.932784</td>\n",
              "      <td>12.011331</td>\n",
              "      <td>11.444475</td>\n",
              "      <td>11.233507</td>\n",
              "      <td>11.739532</td>\n",
              "      <td>12.354043</td>\n",
              "      <td>11.637182</td>\n",
              "      <td>11.987630</td>\n",
              "      <td>11.274722</td>\n",
              "      <td>12.436245</td>\n",
              "      <td>11.843887</td>\n",
              "      <td>10.477401</td>\n",
              "      <td>11.599331</td>\n",
              "      <td>11.443409</td>\n",
              "      <td>12.276541</td>\n",
              "      <td>11.751837</td>\n",
              "      <td>9.935614</td>\n",
              "      <td>11.446079</td>\n",
              "      <td>11.714349</td>\n",
              "      <td>12.058489</td>\n",
              "      <td>11.600196</td>\n",
              "      <td>11.689810</td>\n",
              "      <td>11.287028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20529</th>\n",
              "      <td>10.178092</td>\n",
              "      <td>10.889496</td>\n",
              "      <td>10.534741</td>\n",
              "      <td>10.156336</td>\n",
              "      <td>9.639107</td>\n",
              "      <td>9.811718</td>\n",
              "      <td>10.098993</td>\n",
              "      <td>9.972434</td>\n",
              "      <td>9.823149</td>\n",
              "      <td>8.536364</td>\n",
              "      <td>9.847815</td>\n",
              "      <td>10.599318</td>\n",
              "      <td>9.093415</td>\n",
              "      <td>10.432364</td>\n",
              "      <td>9.932142</td>\n",
              "      <td>9.311971</td>\n",
              "      <td>10.344762</td>\n",
              "      <td>9.464685</td>\n",
              "      <td>9.983051</td>\n",
              "      <td>10.711547</td>\n",
              "      <td>10.160552</td>\n",
              "      <td>9.631668</td>\n",
              "      <td>9.798987</td>\n",
              "      <td>9.868519</td>\n",
              "      <td>10.157284</td>\n",
              "      <td>9.679726</td>\n",
              "      <td>9.404145</td>\n",
              "      <td>10.308589</td>\n",
              "      <td>10.336551</td>\n",
              "      <td>9.149620</td>\n",
              "      <td>9.582599</td>\n",
              "      <td>11.420744</td>\n",
              "      <td>8.964384</td>\n",
              "      <td>9.067491</td>\n",
              "      <td>9.824263</td>\n",
              "      <td>9.369719</td>\n",
              "      <td>9.369689</td>\n",
              "      <td>11.180245</td>\n",
              "      <td>9.602677</td>\n",
              "      <td>10.791073</td>\n",
              "      <td>...</td>\n",
              "      <td>11.969017</td>\n",
              "      <td>12.022260</td>\n",
              "      <td>10.182439</td>\n",
              "      <td>9.940648</td>\n",
              "      <td>10.849941</td>\n",
              "      <td>10.335496</td>\n",
              "      <td>10.425973</td>\n",
              "      <td>9.781554</td>\n",
              "      <td>9.367453</td>\n",
              "      <td>10.651014</td>\n",
              "      <td>10.128725</td>\n",
              "      <td>10.569519</td>\n",
              "      <td>11.147104</td>\n",
              "      <td>10.842027</td>\n",
              "      <td>11.371584</td>\n",
              "      <td>9.859268</td>\n",
              "      <td>10.287289</td>\n",
              "      <td>11.104219</td>\n",
              "      <td>10.757319</td>\n",
              "      <td>10.569823</td>\n",
              "      <td>10.183895</td>\n",
              "      <td>10.747081</td>\n",
              "      <td>10.640850</td>\n",
              "      <td>10.507054</td>\n",
              "      <td>10.035651</td>\n",
              "      <td>10.490993</td>\n",
              "      <td>10.325918</td>\n",
              "      <td>10.266844</td>\n",
              "      <td>9.639904</td>\n",
              "      <td>10.720151</td>\n",
              "      <td>10.328666</td>\n",
              "      <td>11.005552</td>\n",
              "      <td>11.241415</td>\n",
              "      <td>10.348531</td>\n",
              "      <td>10.129687</td>\n",
              "      <td>10.766468</td>\n",
              "      <td>11.400703</td>\n",
              "      <td>10.421162</td>\n",
              "      <td>10.904241</td>\n",
              "      <td>10.285554</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20530</th>\n",
              "      <td>9.221737</td>\n",
              "      <td>9.648604</td>\n",
              "      <td>8.775673</td>\n",
              "      <td>9.005010</td>\n",
              "      <td>8.896596</td>\n",
              "      <td>8.637031</td>\n",
              "      <td>8.855118</td>\n",
              "      <td>9.329175</td>\n",
              "      <td>9.086964</td>\n",
              "      <td>9.960629</td>\n",
              "      <td>9.001267</td>\n",
              "      <td>8.662227</td>\n",
              "      <td>7.124897</td>\n",
              "      <td>8.831257</td>\n",
              "      <td>9.276369</td>\n",
              "      <td>8.652773</td>\n",
              "      <td>8.476540</td>\n",
              "      <td>9.109797</td>\n",
              "      <td>9.209519</td>\n",
              "      <td>8.304173</td>\n",
              "      <td>9.119027</td>\n",
              "      <td>9.040816</td>\n",
              "      <td>8.960764</td>\n",
              "      <td>9.130890</td>\n",
              "      <td>8.477884</td>\n",
              "      <td>8.995196</td>\n",
              "      <td>9.331593</td>\n",
              "      <td>9.157314</td>\n",
              "      <td>8.907867</td>\n",
              "      <td>8.361110</td>\n",
              "      <td>9.076033</td>\n",
              "      <td>7.675872</td>\n",
              "      <td>8.815886</td>\n",
              "      <td>8.625223</td>\n",
              "      <td>8.788353</td>\n",
              "      <td>9.397551</td>\n",
              "      <td>7.592509</td>\n",
              "      <td>8.572154</td>\n",
              "      <td>8.563608</td>\n",
              "      <td>8.862265</td>\n",
              "      <td>...</td>\n",
              "      <td>10.400975</td>\n",
              "      <td>10.202709</td>\n",
              "      <td>9.645747</td>\n",
              "      <td>9.873633</td>\n",
              "      <td>10.215618</td>\n",
              "      <td>9.387091</td>\n",
              "      <td>9.703336</td>\n",
              "      <td>9.889624</td>\n",
              "      <td>9.349873</td>\n",
              "      <td>9.035031</td>\n",
              "      <td>9.203232</td>\n",
              "      <td>9.942307</td>\n",
              "      <td>9.778087</td>\n",
              "      <td>10.092507</td>\n",
              "      <td>9.988680</td>\n",
              "      <td>10.176803</td>\n",
              "      <td>10.030603</td>\n",
              "      <td>9.663202</td>\n",
              "      <td>9.638143</td>\n",
              "      <td>10.245664</td>\n",
              "      <td>9.677106</td>\n",
              "      <td>9.884209</td>\n",
              "      <td>10.086478</td>\n",
              "      <td>10.051826</td>\n",
              "      <td>9.739362</td>\n",
              "      <td>9.887298</td>\n",
              "      <td>10.102453</td>\n",
              "      <td>10.674328</td>\n",
              "      <td>8.997534</td>\n",
              "      <td>10.060510</td>\n",
              "      <td>10.365566</td>\n",
              "      <td>9.679500</td>\n",
              "      <td>9.738426</td>\n",
              "      <td>10.305205</td>\n",
              "      <td>10.093785</td>\n",
              "      <td>10.166437</td>\n",
              "      <td>9.745399</td>\n",
              "      <td>8.891337</td>\n",
              "      <td>10.006025</td>\n",
              "      <td>9.841023</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>20531 rows × 10332 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       TCGA-OR-A5J1-01A-11R-A29S-07  ...  TCGA-CG-4477-01A-01R-1157-13\n",
              "0                          0.000000  ...                           NaN\n",
              "1                          2.092918  ...                      4.238360\n",
              "2                          2.304073  ...                      3.992708\n",
              "3                          7.230117  ...                      9.460893\n",
              "4                         10.990884  ...                     10.763202\n",
              "...                             ...  ...                           ...\n",
              "20526                      0.565890  ...                      7.771039\n",
              "20527                      9.342997  ...                      9.748324\n",
              "20528                     10.847073  ...                     11.287028\n",
              "20529                     10.178092  ...                     10.285554\n",
              "20530                      9.221737  ...                      9.841023\n",
              "\n",
              "[20531 rows x 10332 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "54z-i8j1REFB",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 522
        },
        "outputId": "65a4884f-1ae1-441e-f7dc-4e35e77319b4"
      },
      "source": [
        "tsv_read_drop=tsv_read_main.dropna(axis=0, how='any', thresh=None, subset=None, inplace=False)\n",
        "tsv_read_drop.reset_index(drop=True, inplace=True)\n",
        "print(tsv_read_drop.shape)\n",
        "tsv_read_drop"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "(16335, 10332)\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>TCGA-OR-A5J1-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5K5-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5K8-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K9-01A-11R-A29S-07</th>\n",
              "      <th>...</th>\n",
              "      <th>TCGA-AB-3011-03A-01T-0736-13</th>\n",
              "      <th>TCGA-AB-3012-03A-01T-0736-13</th>\n",
              "      <th>TCGA-BR-4191-01A-02R-1131-13</th>\n",
              "      <th>TCGA-BR-4201-01A-01R-1131-13</th>\n",
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              "      <th>TCGA-BR-4370-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4371-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4301-01A-01R-1157-13</th>\n",
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              "      <th>TCGA-CG-4449-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4462-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4465-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4466-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4469-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4472-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4474-01A-02R-1157-13</th>\n",
              "      <th>TCGA-CG-4475-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4476-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2.092918</td>\n",
              "      <td>1.880294</td>\n",
              "      <td>1.448954</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.115899</td>\n",
              "      <td>1.288181</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.447738</td>\n",
              "      <td>3.023131</td>\n",
              "      <td>1.866433</td>\n",
              "      <td>2.427901</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.916973</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.305037</td>\n",
              "      <td>1.131853</td>\n",
              "      <td>3.138028</td>\n",
              "      <td>3.122623</td>\n",
              "      <td>1.842456</td>\n",
              "      <td>2.190109</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.806118</td>\n",
              "      <td>2.054814</td>\n",
              "      <td>1.255380</td>\n",
              "      <td>3.135650</td>\n",
              "      <td>2.209173</td>\n",
              "      <td>2.428544</td>\n",
              "      <td>2.569467</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.550014</td>\n",
              "      <td>1.497485</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.193456</td>\n",
              "      <td>2.418649</td>\n",
              "      <td>2.287679</td>\n",
              "      <td>3.809198</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.079020</td>\n",
              "      <td>...</td>\n",
              "      <td>4.226229</td>\n",
              "      <td>3.846908</td>\n",
              "      <td>3.913709</td>\n",
              "      <td>3.624037</td>\n",
              "      <td>2.239900</td>\n",
              "      <td>0.205035</td>\n",
              "      <td>0.821057</td>\n",
              "      <td>3.121117</td>\n",
              "      <td>0.652634</td>\n",
              "      <td>4.937558</td>\n",
              "      <td>3.417762</td>\n",
              "      <td>5.022207</td>\n",
              "      <td>4.256120</td>\n",
              "      <td>4.030301</td>\n",
              "      <td>3.140981</td>\n",
              "      <td>2.573280</td>\n",
              "      <td>4.795981</td>\n",
              "      <td>4.593995</td>\n",
              "      <td>3.917713</td>\n",
              "      <td>4.621436</td>\n",
              "      <td>4.126458</td>\n",
              "      <td>2.461353</td>\n",
              "      <td>4.672641</td>\n",
              "      <td>3.788063</td>\n",
              "      <td>2.962745</td>\n",
              "      <td>4.213516</td>\n",
              "      <td>3.313832</td>\n",
              "      <td>3.901923</td>\n",
              "      <td>3.567545</td>\n",
              "      <td>3.182383</td>\n",
              "      <td>2.421736</td>\n",
              "      <td>2.739199</td>\n",
              "      <td>2.636764</td>\n",
              "      <td>3.986111</td>\n",
              "      <td>4.400230</td>\n",
              "      <td>2.999555</td>\n",
              "      <td>4.271419</td>\n",
              "      <td>3.706764</td>\n",
              "      <td>4.294896</td>\n",
              "      <td>4.238360</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2.304073</td>\n",
              "      <td>3.321178</td>\n",
              "      <td>2.919340</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>2.451778</td>\n",
              "      <td>2.818217</td>\n",
              "      <td>1.717035</td>\n",
              "      <td>1.238726</td>\n",
              "      <td>2.598865</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.859870</td>\n",
              "      <td>2.354480</td>\n",
              "      <td>1.936629</td>\n",
              "      <td>2.475163</td>\n",
              "      <td>2.789020</td>\n",
              "      <td>2.586068</td>\n",
              "      <td>2.237900</td>\n",
              "      <td>1.232722</td>\n",
              "      <td>2.332192</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.503705</td>\n",
              "      <td>3.353704</td>\n",
              "      <td>1.164915</td>\n",
              "      <td>1.344772</td>\n",
              "      <td>2.809785</td>\n",
              "      <td>3.359915</td>\n",
              "      <td>1.626299</td>\n",
              "      <td>3.223639</td>\n",
              "      <td>3.618168</td>\n",
              "      <td>1.882447</td>\n",
              "      <td>2.636706</td>\n",
              "      <td>1.975777</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>2.011388</td>\n",
              "      <td>3.444084</td>\n",
              "      <td>2.465034</td>\n",
              "      <td>3.113150</td>\n",
              "      <td>3.012050</td>\n",
              "      <td>3.045600</td>\n",
              "      <td>1.060877</td>\n",
              "      <td>...</td>\n",
              "      <td>3.279635</td>\n",
              "      <td>2.876875</td>\n",
              "      <td>3.510547</td>\n",
              "      <td>2.491670</td>\n",
              "      <td>2.590594</td>\n",
              "      <td>2.256149</td>\n",
              "      <td>2.353113</td>\n",
              "      <td>3.290456</td>\n",
              "      <td>0.282222</td>\n",
              "      <td>2.763649</td>\n",
              "      <td>3.160351</td>\n",
              "      <td>2.580187</td>\n",
              "      <td>2.850521</td>\n",
              "      <td>3.144255</td>\n",
              "      <td>2.708530</td>\n",
              "      <td>2.836168</td>\n",
              "      <td>2.325688</td>\n",
              "      <td>3.554535</td>\n",
              "      <td>3.528655</td>\n",
              "      <td>3.606168</td>\n",
              "      <td>2.459861</td>\n",
              "      <td>1.980293</td>\n",
              "      <td>2.649033</td>\n",
              "      <td>2.156778</td>\n",
              "      <td>0.638053</td>\n",
              "      <td>2.993235</td>\n",
              "      <td>1.298938</td>\n",
              "      <td>3.250678</td>\n",
              "      <td>2.381570</td>\n",
              "      <td>1.537717</td>\n",
              "      <td>1.870408</td>\n",
              "      <td>2.118624</td>\n",
              "      <td>1.775447</td>\n",
              "      <td>2.598195</td>\n",
              "      <td>3.658332</td>\n",
              "      <td>3.873242</td>\n",
              "      <td>3.073325</td>\n",
              "      <td>3.653654</td>\n",
              "      <td>3.641825</td>\n",
              "      <td>3.992708</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>7.230117</td>\n",
              "      <td>6.358918</td>\n",
              "      <td>6.451012</td>\n",
              "      <td>5.779042</td>\n",
              "      <td>6.085474</td>\n",
              "      <td>6.707442</td>\n",
              "      <td>6.583934</td>\n",
              "      <td>6.307347</td>\n",
              "      <td>6.134198</td>\n",
              "      <td>7.291944</td>\n",
              "      <td>6.824844</td>\n",
              "      <td>5.699632</td>\n",
              "      <td>6.044394</td>\n",
              "      <td>6.625719</td>\n",
              "      <td>6.714259</td>\n",
              "      <td>6.112233</td>\n",
              "      <td>5.823077</td>\n",
              "      <td>6.133224</td>\n",
              "      <td>7.187441</td>\n",
              "      <td>7.277325</td>\n",
              "      <td>6.609790</td>\n",
              "      <td>6.759342</td>\n",
              "      <td>6.208849</td>\n",
              "      <td>6.169831</td>\n",
              "      <td>6.079664</td>\n",
              "      <td>6.211993</td>\n",
              "      <td>5.952916</td>\n",
              "      <td>5.998446</td>\n",
              "      <td>6.708780</td>\n",
              "      <td>6.395244</td>\n",
              "      <td>6.303383</td>\n",
              "      <td>5.586011</td>\n",
              "      <td>6.416019</td>\n",
              "      <td>5.921208</td>\n",
              "      <td>5.114167</td>\n",
              "      <td>6.241377</td>\n",
              "      <td>5.869373</td>\n",
              "      <td>6.933891</td>\n",
              "      <td>6.378617</td>\n",
              "      <td>6.923161</td>\n",
              "      <td>...</td>\n",
              "      <td>8.548949</td>\n",
              "      <td>8.623934</td>\n",
              "      <td>8.555223</td>\n",
              "      <td>9.450925</td>\n",
              "      <td>9.782879</td>\n",
              "      <td>6.767797</td>\n",
              "      <td>7.830598</td>\n",
              "      <td>7.575100</td>\n",
              "      <td>9.641515</td>\n",
              "      <td>8.121073</td>\n",
              "      <td>9.938026</td>\n",
              "      <td>9.996848</td>\n",
              "      <td>9.512305</td>\n",
              "      <td>9.310721</td>\n",
              "      <td>9.752661</td>\n",
              "      <td>9.228355</td>\n",
              "      <td>8.559202</td>\n",
              "      <td>8.886919</td>\n",
              "      <td>9.377810</td>\n",
              "      <td>9.192577</td>\n",
              "      <td>9.781850</td>\n",
              "      <td>9.283328</td>\n",
              "      <td>9.417819</td>\n",
              "      <td>9.276859</td>\n",
              "      <td>10.311193</td>\n",
              "      <td>9.980652</td>\n",
              "      <td>9.565249</td>\n",
              "      <td>9.636186</td>\n",
              "      <td>9.190969</td>\n",
              "      <td>9.551869</td>\n",
              "      <td>9.309021</td>\n",
              "      <td>8.204659</td>\n",
              "      <td>9.425361</td>\n",
              "      <td>9.141017</td>\n",
              "      <td>10.022794</td>\n",
              "      <td>9.322465</td>\n",
              "      <td>9.538150</td>\n",
              "      <td>8.986799</td>\n",
              "      <td>9.478673</td>\n",
              "      <td>9.460893</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>10.990884</td>\n",
              "      <td>10.350862</td>\n",
              "      <td>10.043930</td>\n",
              "      <td>11.199605</td>\n",
              "      <td>10.298051</td>\n",
              "      <td>10.866838</td>\n",
              "      <td>9.960041</td>\n",
              "      <td>10.783915</td>\n",
              "      <td>10.246182</td>\n",
              "      <td>10.970516</td>\n",
              "      <td>11.315552</td>\n",
              "      <td>10.671408</td>\n",
              "      <td>11.035775</td>\n",
              "      <td>10.671780</td>\n",
              "      <td>10.121521</td>\n",
              "      <td>10.852756</td>\n",
              "      <td>10.644118</td>\n",
              "      <td>11.191621</td>\n",
              "      <td>10.592336</td>\n",
              "      <td>10.561613</td>\n",
              "      <td>9.795424</td>\n",
              "      <td>10.919519</td>\n",
              "      <td>9.910018</td>\n",
              "      <td>9.738972</td>\n",
              "      <td>10.556851</td>\n",
              "      <td>9.754430</td>\n",
              "      <td>9.165432</td>\n",
              "      <td>11.060500</td>\n",
              "      <td>11.019980</td>\n",
              "      <td>10.329471</td>\n",
              "      <td>9.529827</td>\n",
              "      <td>10.098216</td>\n",
              "      <td>10.004235</td>\n",
              "      <td>11.602119</td>\n",
              "      <td>10.533563</td>\n",
              "      <td>9.285444</td>\n",
              "      <td>10.771787</td>\n",
              "      <td>10.712905</td>\n",
              "      <td>10.079858</td>\n",
              "      <td>10.490841</td>\n",
              "      <td>...</td>\n",
              "      <td>9.881507</td>\n",
              "      <td>10.383404</td>\n",
              "      <td>10.411707</td>\n",
              "      <td>10.426934</td>\n",
              "      <td>10.665746</td>\n",
              "      <td>10.591526</td>\n",
              "      <td>10.281294</td>\n",
              "      <td>10.314410</td>\n",
              "      <td>10.272906</td>\n",
              "      <td>10.718123</td>\n",
              "      <td>10.667850</td>\n",
              "      <td>10.736902</td>\n",
              "      <td>10.319094</td>\n",
              "      <td>10.029026</td>\n",
              "      <td>10.192520</td>\n",
              "      <td>10.082055</td>\n",
              "      <td>10.226258</td>\n",
              "      <td>9.888313</td>\n",
              "      <td>9.950769</td>\n",
              "      <td>9.830661</td>\n",
              "      <td>10.476706</td>\n",
              "      <td>10.182517</td>\n",
              "      <td>10.054822</td>\n",
              "      <td>10.425725</td>\n",
              "      <td>10.034812</td>\n",
              "      <td>10.191930</td>\n",
              "      <td>10.235842</td>\n",
              "      <td>10.341054</td>\n",
              "      <td>10.256080</td>\n",
              "      <td>10.274322</td>\n",
              "      <td>10.233066</td>\n",
              "      <td>9.333161</td>\n",
              "      <td>10.208094</td>\n",
              "      <td>9.376961</td>\n",
              "      <td>9.341030</td>\n",
              "      <td>10.342244</td>\n",
              "      <td>10.172315</td>\n",
              "      <td>10.426784</td>\n",
              "      <td>9.926139</td>\n",
              "      <td>10.763202</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>8.104625</td>\n",
              "      <td>7.646033</td>\n",
              "      <td>8.448707</td>\n",
              "      <td>8.781996</td>\n",
              "      <td>7.230885</td>\n",
              "      <td>6.035202</td>\n",
              "      <td>8.565875</td>\n",
              "      <td>8.105196</td>\n",
              "      <td>7.931500</td>\n",
              "      <td>6.563349</td>\n",
              "      <td>7.299098</td>\n",
              "      <td>7.992321</td>\n",
              "      <td>5.363115</td>\n",
              "      <td>7.900028</td>\n",
              "      <td>6.973623</td>\n",
              "      <td>5.444707</td>\n",
              "      <td>7.682103</td>\n",
              "      <td>7.143138</td>\n",
              "      <td>5.653361</td>\n",
              "      <td>5.390540</td>\n",
              "      <td>6.897737</td>\n",
              "      <td>5.293084</td>\n",
              "      <td>5.875994</td>\n",
              "      <td>7.124101</td>\n",
              "      <td>6.415331</td>\n",
              "      <td>6.911560</td>\n",
              "      <td>7.213892</td>\n",
              "      <td>7.397606</td>\n",
              "      <td>8.852261</td>\n",
              "      <td>6.881212</td>\n",
              "      <td>6.018187</td>\n",
              "      <td>6.355207</td>\n",
              "      <td>6.511952</td>\n",
              "      <td>5.650575</td>\n",
              "      <td>6.843507</td>\n",
              "      <td>6.597022</td>\n",
              "      <td>6.098540</td>\n",
              "      <td>6.068847</td>\n",
              "      <td>6.798375</td>\n",
              "      <td>7.106045</td>\n",
              "      <td>...</td>\n",
              "      <td>9.562934</td>\n",
              "      <td>9.440147</td>\n",
              "      <td>7.678980</td>\n",
              "      <td>7.193333</td>\n",
              "      <td>7.004405</td>\n",
              "      <td>5.324965</td>\n",
              "      <td>6.013113</td>\n",
              "      <td>6.886975</td>\n",
              "      <td>5.030501</td>\n",
              "      <td>5.583931</td>\n",
              "      <td>7.610990</td>\n",
              "      <td>7.915100</td>\n",
              "      <td>7.355368</td>\n",
              "      <td>7.298984</td>\n",
              "      <td>7.415698</td>\n",
              "      <td>5.285675</td>\n",
              "      <td>7.718305</td>\n",
              "      <td>8.104094</td>\n",
              "      <td>7.420082</td>\n",
              "      <td>7.823326</td>\n",
              "      <td>6.558027</td>\n",
              "      <td>8.397453</td>\n",
              "      <td>7.989109</td>\n",
              "      <td>7.252970</td>\n",
              "      <td>6.551849</td>\n",
              "      <td>6.937845</td>\n",
              "      <td>7.189026</td>\n",
              "      <td>8.159122</td>\n",
              "      <td>8.948316</td>\n",
              "      <td>7.111860</td>\n",
              "      <td>6.466113</td>\n",
              "      <td>7.139569</td>\n",
              "      <td>6.779427</td>\n",
              "      <td>6.890049</td>\n",
              "      <td>8.250361</td>\n",
              "      <td>5.880797</td>\n",
              "      <td>7.390718</td>\n",
              "      <td>6.867964</td>\n",
              "      <td>7.567549</td>\n",
              "      <td>6.614588</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16330</th>\n",
              "      <td>0.565890</td>\n",
              "      <td>5.018153</td>\n",
              "      <td>0.671293</td>\n",
              "      <td>3.657514</td>\n",
              "      <td>3.141433</td>\n",
              "      <td>6.433614</td>\n",
              "      <td>0.500190</td>\n",
              "      <td>1.756981</td>\n",
              "      <td>1.040612</td>\n",
              "      <td>7.381604</td>\n",
              "      <td>2.063745</td>\n",
              "      <td>0.684190</td>\n",
              "      <td>1.431249</td>\n",
              "      <td>0.471031</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.511013</td>\n",
              "      <td>2.043904</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.083069</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.953526</td>\n",
              "      <td>0.483468</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.524866</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.533862</td>\n",
              "      <td>1.882369</td>\n",
              "      <td>2.060462</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.268644</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.422664</td>\n",
              "      <td>0.545277</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.550125</td>\n",
              "      <td>...</td>\n",
              "      <td>4.431495</td>\n",
              "      <td>1.316637</td>\n",
              "      <td>5.192747</td>\n",
              "      <td>3.031868</td>\n",
              "      <td>0.814129</td>\n",
              "      <td>6.356405</td>\n",
              "      <td>2.427857</td>\n",
              "      <td>2.693231</td>\n",
              "      <td>1.531866</td>\n",
              "      <td>2.607745</td>\n",
              "      <td>5.115646</td>\n",
              "      <td>1.943640</td>\n",
              "      <td>7.312999</td>\n",
              "      <td>3.358693</td>\n",
              "      <td>3.440197</td>\n",
              "      <td>1.901274</td>\n",
              "      <td>2.013340</td>\n",
              "      <td>7.206259</td>\n",
              "      <td>2.648849</td>\n",
              "      <td>3.653600</td>\n",
              "      <td>0.823435</td>\n",
              "      <td>4.255359</td>\n",
              "      <td>3.437211</td>\n",
              "      <td>1.797659</td>\n",
              "      <td>0.812974</td>\n",
              "      <td>5.492415</td>\n",
              "      <td>0.825621</td>\n",
              "      <td>4.508655</td>\n",
              "      <td>3.417041</td>\n",
              "      <td>7.693864</td>\n",
              "      <td>4.454431</td>\n",
              "      <td>1.505652</td>\n",
              "      <td>1.969725</td>\n",
              "      <td>7.906980</td>\n",
              "      <td>1.508811</td>\n",
              "      <td>2.093726</td>\n",
              "      <td>4.183049</td>\n",
              "      <td>2.249823</td>\n",
              "      <td>0.380109</td>\n",
              "      <td>7.771039</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16331</th>\n",
              "      <td>9.342997</td>\n",
              "      <td>10.188614</td>\n",
              "      <td>9.657138</td>\n",
              "      <td>9.115912</td>\n",
              "      <td>9.638096</td>\n",
              "      <td>9.026960</td>\n",
              "      <td>9.121932</td>\n",
              "      <td>9.836345</td>\n",
              "      <td>9.655525</td>\n",
              "      <td>9.617783</td>\n",
              "      <td>9.593632</td>\n",
              "      <td>9.728068</td>\n",
              "      <td>8.782933</td>\n",
              "      <td>9.738055</td>\n",
              "      <td>9.230640</td>\n",
              "      <td>9.277978</td>\n",
              "      <td>9.147879</td>\n",
              "      <td>9.202371</td>\n",
              "      <td>9.843211</td>\n",
              "      <td>9.391652</td>\n",
              "      <td>9.974873</td>\n",
              "      <td>9.315974</td>\n",
              "      <td>9.377382</td>\n",
              "      <td>9.730227</td>\n",
              "      <td>9.554621</td>\n",
              "      <td>9.942607</td>\n",
              "      <td>10.121106</td>\n",
              "      <td>9.682949</td>\n",
              "      <td>8.950104</td>\n",
              "      <td>9.331098</td>\n",
              "      <td>10.114575</td>\n",
              "      <td>9.300337</td>\n",
              "      <td>9.581506</td>\n",
              "      <td>9.146576</td>\n",
              "      <td>9.902398</td>\n",
              "      <td>9.770395</td>\n",
              "      <td>9.094619</td>\n",
              "      <td>8.954790</td>\n",
              "      <td>9.212285</td>\n",
              "      <td>9.312892</td>\n",
              "      <td>...</td>\n",
              "      <td>9.787264</td>\n",
              "      <td>9.368328</td>\n",
              "      <td>9.421863</td>\n",
              "      <td>9.669541</td>\n",
              "      <td>9.548457</td>\n",
              "      <td>10.033331</td>\n",
              "      <td>9.886838</td>\n",
              "      <td>9.497958</td>\n",
              "      <td>10.240807</td>\n",
              "      <td>8.433673</td>\n",
              "      <td>9.734075</td>\n",
              "      <td>9.457836</td>\n",
              "      <td>9.614295</td>\n",
              "      <td>9.751113</td>\n",
              "      <td>10.084415</td>\n",
              "      <td>9.734529</td>\n",
              "      <td>9.994137</td>\n",
              "      <td>9.775861</td>\n",
              "      <td>10.065916</td>\n",
              "      <td>9.783502</td>\n",
              "      <td>9.757890</td>\n",
              "      <td>9.657995</td>\n",
              "      <td>9.314156</td>\n",
              "      <td>9.276082</td>\n",
              "      <td>9.682451</td>\n",
              "      <td>9.067460</td>\n",
              "      <td>9.270792</td>\n",
              "      <td>9.520425</td>\n",
              "      <td>10.113540</td>\n",
              "      <td>9.715924</td>\n",
              "      <td>10.370019</td>\n",
              "      <td>10.003115</td>\n",
              "      <td>9.671199</td>\n",
              "      <td>9.827891</td>\n",
              "      <td>9.898263</td>\n",
              "      <td>9.823441</td>\n",
              "      <td>9.567597</td>\n",
              "      <td>9.859478</td>\n",
              "      <td>9.725668</td>\n",
              "      <td>9.748324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16332</th>\n",
              "      <td>10.847073</td>\n",
              "      <td>11.579783</td>\n",
              "      <td>11.375371</td>\n",
              "      <td>11.210020</td>\n",
              "      <td>9.469786</td>\n",
              "      <td>9.741794</td>\n",
              "      <td>13.415425</td>\n",
              "      <td>11.051997</td>\n",
              "      <td>10.922005</td>\n",
              "      <td>11.984187</td>\n",
              "      <td>10.515177</td>\n",
              "      <td>11.067858</td>\n",
              "      <td>10.065685</td>\n",
              "      <td>10.440807</td>\n",
              "      <td>11.112498</td>\n",
              "      <td>11.054475</td>\n",
              "      <td>9.928774</td>\n",
              "      <td>10.887959</td>\n",
              "      <td>10.245624</td>\n",
              "      <td>9.595097</td>\n",
              "      <td>11.831446</td>\n",
              "      <td>9.996050</td>\n",
              "      <td>11.353974</td>\n",
              "      <td>10.962780</td>\n",
              "      <td>10.353632</td>\n",
              "      <td>10.624466</td>\n",
              "      <td>11.283187</td>\n",
              "      <td>10.284431</td>\n",
              "      <td>11.814623</td>\n",
              "      <td>9.488684</td>\n",
              "      <td>10.019744</td>\n",
              "      <td>11.920450</td>\n",
              "      <td>10.521640</td>\n",
              "      <td>10.333793</td>\n",
              "      <td>10.183276</td>\n",
              "      <td>9.280253</td>\n",
              "      <td>11.353185</td>\n",
              "      <td>11.041673</td>\n",
              "      <td>10.852225</td>\n",
              "      <td>9.935183</td>\n",
              "      <td>...</td>\n",
              "      <td>11.736704</td>\n",
              "      <td>13.078096</td>\n",
              "      <td>11.766768</td>\n",
              "      <td>11.933179</td>\n",
              "      <td>11.610008</td>\n",
              "      <td>12.675236</td>\n",
              "      <td>12.674475</td>\n",
              "      <td>11.915043</td>\n",
              "      <td>11.263432</td>\n",
              "      <td>11.887197</td>\n",
              "      <td>11.903384</td>\n",
              "      <td>11.480498</td>\n",
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              "      <td>11.287028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16333</th>\n",
              "      <td>10.178092</td>\n",
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              "      <td>...</td>\n",
              "      <td>11.969017</td>\n",
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              "      <td>9.940648</td>\n",
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              "      <td>10.266844</td>\n",
              "      <td>9.639904</td>\n",
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              "      <td>11.005552</td>\n",
              "      <td>11.241415</td>\n",
              "      <td>10.348531</td>\n",
              "      <td>10.129687</td>\n",
              "      <td>10.766468</td>\n",
              "      <td>11.400703</td>\n",
              "      <td>10.421162</td>\n",
              "      <td>10.904241</td>\n",
              "      <td>10.285554</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16334</th>\n",
              "      <td>9.221737</td>\n",
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              "      <td>8.831257</td>\n",
              "      <td>9.276369</td>\n",
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              "      <td>8.960764</td>\n",
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              "      <td>8.995196</td>\n",
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              "      <td>9.076033</td>\n",
              "      <td>7.675872</td>\n",
              "      <td>8.815886</td>\n",
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              "      <td>9.397551</td>\n",
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              "      <td>8.563608</td>\n",
              "      <td>8.862265</td>\n",
              "      <td>...</td>\n",
              "      <td>10.400975</td>\n",
              "      <td>10.202709</td>\n",
              "      <td>9.645747</td>\n",
              "      <td>9.873633</td>\n",
              "      <td>10.215618</td>\n",
              "      <td>9.387091</td>\n",
              "      <td>9.703336</td>\n",
              "      <td>9.889624</td>\n",
              "      <td>9.349873</td>\n",
              "      <td>9.035031</td>\n",
              "      <td>9.203232</td>\n",
              "      <td>9.942307</td>\n",
              "      <td>9.778087</td>\n",
              "      <td>10.092507</td>\n",
              "      <td>9.988680</td>\n",
              "      <td>10.176803</td>\n",
              "      <td>10.030603</td>\n",
              "      <td>9.663202</td>\n",
              "      <td>9.638143</td>\n",
              "      <td>10.245664</td>\n",
              "      <td>9.677106</td>\n",
              "      <td>9.884209</td>\n",
              "      <td>10.086478</td>\n",
              "      <td>10.051826</td>\n",
              "      <td>9.739362</td>\n",
              "      <td>9.887298</td>\n",
              "      <td>10.102453</td>\n",
              "      <td>10.674328</td>\n",
              "      <td>8.997534</td>\n",
              "      <td>10.060510</td>\n",
              "      <td>10.365566</td>\n",
              "      <td>9.679500</td>\n",
              "      <td>9.738426</td>\n",
              "      <td>10.305205</td>\n",
              "      <td>10.093785</td>\n",
              "      <td>10.166437</td>\n",
              "      <td>9.745399</td>\n",
              "      <td>8.891337</td>\n",
              "      <td>10.006025</td>\n",
              "      <td>9.841023</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>16335 rows × 10332 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       TCGA-OR-A5J1-01A-11R-A29S-07  ...  TCGA-CG-4477-01A-01R-1157-13\n",
              "0                          2.092918  ...                      4.238360\n",
              "1                          2.304073  ...                      3.992708\n",
              "2                          7.230117  ...                      9.460893\n",
              "3                         10.990884  ...                     10.763202\n",
              "4                          8.104625  ...                      6.614588\n",
              "...                             ...  ...                           ...\n",
              "16330                      0.565890  ...                      7.771039\n",
              "16331                      9.342997  ...                      9.748324\n",
              "16332                     10.847073  ...                     11.287028\n",
              "16333                     10.178092  ...                     10.285554\n",
              "16334                      9.221737  ...                      9.841023\n",
              "\n",
              "[16335 rows x 10332 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vvhYYXeERUgI",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "variance_cal=tsv_read_drop.var(axis=1)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Wr9emZ34RV8t",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "var_list=list(variance_cal)\n",
        "len_var=len(var_list)\n",
        "var_df=pd.DataFrame(var_list,columns=['variance'])"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "P0dE1ekLRYlC",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "a1845fe8-4882-4c72-f399-524bb6146455"
      },
      "source": [
        "len(var_list)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "16335"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 27
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "krfMc-7IRaJO",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "73bd6d56-d17b-48c3-a13c-b2532bf4cb2f"
      },
      "source": [
        "frames = [tsv_read_drop, var_df]\n",
        "df_var_new = tsv_read_drop.join(var_df)\n",
        "df_var_new.head(30)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>TCGA-OR-A5J1-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5J2-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5J3-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JB-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JC-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JD-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JF-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JI-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JJ-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JL-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JM-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JO-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JP-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JQ-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JR-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JT-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JV-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JW-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JX-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5K3-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K4-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K5-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5K8-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K9-01A-11R-A29S-07</th>\n",
              "      <th>...</th>\n",
              "      <th>TCGA-AB-3012-03A-01T-0736-13</th>\n",
              "      <th>TCGA-BR-4191-01A-02R-1131-13</th>\n",
              "      <th>TCGA-BR-4201-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4253-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4255-01A-01R-1131-13</th>\n",
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              "      <th>TCGA-BR-4267-01A-01R-1131-13</th>\n",
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              "      <th>TCGA-BR-4294-01A-01R-1131-13</th>\n",
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              "      <th>TCGA-BR-4361-01A-01R-1157-13</th>\n",
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              "      <th>TCGA-BR-4371-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4301-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4304-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4305-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4306-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4436-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4438-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4440-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4442-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4443-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4444-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4449-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4462-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4465-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4466-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4469-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4472-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4474-01A-02R-1157-13</th>\n",
              "      <th>TCGA-CG-4475-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4476-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
              "      <th>variance</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2.092918</td>\n",
              "      <td>1.880294</td>\n",
              "      <td>1.448954</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.115899</td>\n",
              "      <td>1.288181</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.447738</td>\n",
              "      <td>3.023131</td>\n",
              "      <td>1.866433</td>\n",
              "      <td>2.427901</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.916973</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.305037</td>\n",
              "      <td>1.131853</td>\n",
              "      <td>3.138028</td>\n",
              "      <td>3.122623</td>\n",
              "      <td>1.842456</td>\n",
              "      <td>2.190109</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.806118</td>\n",
              "      <td>2.054814</td>\n",
              "      <td>1.255380</td>\n",
              "      <td>3.135650</td>\n",
              "      <td>2.209173</td>\n",
              "      <td>2.428544</td>\n",
              "      <td>2.569467</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.550014</td>\n",
              "      <td>1.497485</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.193456</td>\n",
              "      <td>2.418649</td>\n",
              "      <td>2.287679</td>\n",
              "      <td>3.809198</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.079020</td>\n",
              "      <td>...</td>\n",
              "      <td>3.846908</td>\n",
              "      <td>3.913709</td>\n",
              "      <td>3.624037</td>\n",
              "      <td>2.239900</td>\n",
              "      <td>0.205035</td>\n",
              "      <td>0.821057</td>\n",
              "      <td>3.121117</td>\n",
              "      <td>0.652634</td>\n",
              "      <td>4.937558</td>\n",
              "      <td>3.417762</td>\n",
              "      <td>5.022207</td>\n",
              "      <td>4.256120</td>\n",
              "      <td>4.030301</td>\n",
              "      <td>3.140981</td>\n",
              "      <td>2.573280</td>\n",
              "      <td>4.795981</td>\n",
              "      <td>4.593995</td>\n",
              "      <td>3.917713</td>\n",
              "      <td>4.621436</td>\n",
              "      <td>4.126458</td>\n",
              "      <td>2.461353</td>\n",
              "      <td>4.672641</td>\n",
              "      <td>3.788063</td>\n",
              "      <td>2.962745</td>\n",
              "      <td>4.213516</td>\n",
              "      <td>3.313832</td>\n",
              "      <td>3.901923</td>\n",
              "      <td>3.567545</td>\n",
              "      <td>3.182383</td>\n",
              "      <td>2.421736</td>\n",
              "      <td>2.739199</td>\n",
              "      <td>2.636764</td>\n",
              "      <td>3.986111</td>\n",
              "      <td>4.400230</td>\n",
              "      <td>2.999555</td>\n",
              "      <td>4.271419</td>\n",
              "      <td>3.706764</td>\n",
              "      <td>4.294896</td>\n",
              "      <td>4.238360</td>\n",
              "      <td>1.981337</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2.304073</td>\n",
              "      <td>3.321178</td>\n",
              "      <td>2.919340</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>2.451778</td>\n",
              "      <td>2.818217</td>\n",
              "      <td>1.717035</td>\n",
              "      <td>1.238726</td>\n",
              "      <td>2.598865</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.859870</td>\n",
              "      <td>2.354480</td>\n",
              "      <td>1.936629</td>\n",
              "      <td>2.475163</td>\n",
              "      <td>2.789020</td>\n",
              "      <td>2.586068</td>\n",
              "      <td>2.237900</td>\n",
              "      <td>1.232722</td>\n",
              "      <td>2.332192</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.503705</td>\n",
              "      <td>3.353704</td>\n",
              "      <td>1.164915</td>\n",
              "      <td>1.344772</td>\n",
              "      <td>2.809785</td>\n",
              "      <td>3.359915</td>\n",
              "      <td>1.626299</td>\n",
              "      <td>3.223639</td>\n",
              "      <td>3.618168</td>\n",
              "      <td>1.882447</td>\n",
              "      <td>2.636706</td>\n",
              "      <td>1.975777</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>2.011388</td>\n",
              "      <td>3.444084</td>\n",
              "      <td>2.465034</td>\n",
              "      <td>3.113150</td>\n",
              "      <td>3.012050</td>\n",
              "      <td>3.045600</td>\n",
              "      <td>1.060877</td>\n",
              "      <td>...</td>\n",
              "      <td>2.876875</td>\n",
              "      <td>3.510547</td>\n",
              "      <td>2.491670</td>\n",
              "      <td>2.590594</td>\n",
              "      <td>2.256149</td>\n",
              "      <td>2.353113</td>\n",
              "      <td>3.290456</td>\n",
              "      <td>0.282222</td>\n",
              "      <td>2.763649</td>\n",
              "      <td>3.160351</td>\n",
              "      <td>2.580187</td>\n",
              "      <td>2.850521</td>\n",
              "      <td>3.144255</td>\n",
              "      <td>2.708530</td>\n",
              "      <td>2.836168</td>\n",
              "      <td>2.325688</td>\n",
              "      <td>3.554535</td>\n",
              "      <td>3.528655</td>\n",
              "      <td>3.606168</td>\n",
              "      <td>2.459861</td>\n",
              "      <td>1.980293</td>\n",
              "      <td>2.649033</td>\n",
              "      <td>2.156778</td>\n",
              "      <td>0.638053</td>\n",
              "      <td>2.993235</td>\n",
              "      <td>1.298938</td>\n",
              "      <td>3.250678</td>\n",
              "      <td>2.381570</td>\n",
              "      <td>1.537717</td>\n",
              "      <td>1.870408</td>\n",
              "      <td>2.118624</td>\n",
              "      <td>1.775447</td>\n",
              "      <td>2.598195</td>\n",
              "      <td>3.658332</td>\n",
              "      <td>3.873242</td>\n",
              "      <td>3.073325</td>\n",
              "      <td>3.653654</td>\n",
              "      <td>3.641825</td>\n",
              "      <td>3.992708</td>\n",
              "      <td>1.437139</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>7.230117</td>\n",
              "      <td>6.358918</td>\n",
              "      <td>6.451012</td>\n",
              "      <td>5.779042</td>\n",
              "      <td>6.085474</td>\n",
              "      <td>6.707442</td>\n",
              "      <td>6.583934</td>\n",
              "      <td>6.307347</td>\n",
              "      <td>6.134198</td>\n",
              "      <td>7.291944</td>\n",
              "      <td>6.824844</td>\n",
              "      <td>5.699632</td>\n",
              "      <td>6.044394</td>\n",
              "      <td>6.625719</td>\n",
              "      <td>6.714259</td>\n",
              "      <td>6.112233</td>\n",
              "      <td>5.823077</td>\n",
              "      <td>6.133224</td>\n",
              "      <td>7.187441</td>\n",
              "      <td>7.277325</td>\n",
              "      <td>6.609790</td>\n",
              "      <td>6.759342</td>\n",
              "      <td>6.208849</td>\n",
              "      <td>6.169831</td>\n",
              "      <td>6.079664</td>\n",
              "      <td>6.211993</td>\n",
              "      <td>5.952916</td>\n",
              "      <td>5.998446</td>\n",
              "      <td>6.708780</td>\n",
              "      <td>6.395244</td>\n",
              "      <td>6.303383</td>\n",
              "      <td>5.586011</td>\n",
              "      <td>6.416019</td>\n",
              "      <td>5.921208</td>\n",
              "      <td>5.114167</td>\n",
              "      <td>6.241377</td>\n",
              "      <td>5.869373</td>\n",
              "      <td>6.933891</td>\n",
              "      <td>6.378617</td>\n",
              "      <td>6.923161</td>\n",
              "      <td>...</td>\n",
              "      <td>8.623934</td>\n",
              "      <td>8.555223</td>\n",
              "      <td>9.450925</td>\n",
              "      <td>9.782879</td>\n",
              "      <td>6.767797</td>\n",
              "      <td>7.830598</td>\n",
              "      <td>7.575100</td>\n",
              "      <td>9.641515</td>\n",
              "      <td>8.121073</td>\n",
              "      <td>9.938026</td>\n",
              "      <td>9.996848</td>\n",
              "      <td>9.512305</td>\n",
              "      <td>9.310721</td>\n",
              "      <td>9.752661</td>\n",
              "      <td>9.228355</td>\n",
              "      <td>8.559202</td>\n",
              "      <td>8.886919</td>\n",
              "      <td>9.377810</td>\n",
              "      <td>9.192577</td>\n",
              "      <td>9.781850</td>\n",
              "      <td>9.283328</td>\n",
              "      <td>9.417819</td>\n",
              "      <td>9.276859</td>\n",
              "      <td>10.311193</td>\n",
              "      <td>9.980652</td>\n",
              "      <td>9.565249</td>\n",
              "      <td>9.636186</td>\n",
              "      <td>9.190969</td>\n",
              "      <td>9.551869</td>\n",
              "      <td>9.309021</td>\n",
              "      <td>8.204659</td>\n",
              "      <td>9.425361</td>\n",
              "      <td>9.141017</td>\n",
              "      <td>10.022794</td>\n",
              "      <td>9.322465</td>\n",
              "      <td>9.538150</td>\n",
              "      <td>8.986799</td>\n",
              "      <td>9.478673</td>\n",
              "      <td>9.460893</td>\n",
              "      <td>0.856047</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>10.990884</td>\n",
              "      <td>10.350862</td>\n",
              "      <td>10.043930</td>\n",
              "      <td>11.199605</td>\n",
              "      <td>10.298051</td>\n",
              "      <td>10.866838</td>\n",
              "      <td>9.960041</td>\n",
              "      <td>10.783915</td>\n",
              "      <td>10.246182</td>\n",
              "      <td>10.970516</td>\n",
              "      <td>11.315552</td>\n",
              "      <td>10.671408</td>\n",
              "      <td>11.035775</td>\n",
              "      <td>10.671780</td>\n",
              "      <td>10.121521</td>\n",
              "      <td>10.852756</td>\n",
              "      <td>10.644118</td>\n",
              "      <td>11.191621</td>\n",
              "      <td>10.592336</td>\n",
              "      <td>10.561613</td>\n",
              "      <td>9.795424</td>\n",
              "      <td>10.919519</td>\n",
              "      <td>9.910018</td>\n",
              "      <td>9.738972</td>\n",
              "      <td>10.556851</td>\n",
              "      <td>9.754430</td>\n",
              "      <td>9.165432</td>\n",
              "      <td>11.060500</td>\n",
              "      <td>11.019980</td>\n",
              "      <td>10.329471</td>\n",
              "      <td>9.529827</td>\n",
              "      <td>10.098216</td>\n",
              "      <td>10.004235</td>\n",
              "      <td>11.602119</td>\n",
              "      <td>10.533563</td>\n",
              "      <td>9.285444</td>\n",
              "      <td>10.771787</td>\n",
              "      <td>10.712905</td>\n",
              "      <td>10.079858</td>\n",
              "      <td>10.490841</td>\n",
              "      <td>...</td>\n",
              "      <td>10.383404</td>\n",
              "      <td>10.411707</td>\n",
              "      <td>10.426934</td>\n",
              "      <td>10.665746</td>\n",
              "      <td>10.591526</td>\n",
              "      <td>10.281294</td>\n",
              "      <td>10.314410</td>\n",
              "      <td>10.272906</td>\n",
              "      <td>10.718123</td>\n",
              "      <td>10.667850</td>\n",
              "      <td>10.736902</td>\n",
              "      <td>10.319094</td>\n",
              "      <td>10.029026</td>\n",
              "      <td>10.192520</td>\n",
              "      <td>10.082055</td>\n",
              "      <td>10.226258</td>\n",
              "      <td>9.888313</td>\n",
              "      <td>9.950769</td>\n",
              "      <td>9.830661</td>\n",
              "      <td>10.476706</td>\n",
              "      <td>10.182517</td>\n",
              "      <td>10.054822</td>\n",
              "      <td>10.425725</td>\n",
              "      <td>10.034812</td>\n",
              "      <td>10.191930</td>\n",
              "      <td>10.235842</td>\n",
              "      <td>10.341054</td>\n",
              "      <td>10.256080</td>\n",
              "      <td>10.274322</td>\n",
              "      <td>10.233066</td>\n",
              "      <td>9.333161</td>\n",
              "      <td>10.208094</td>\n",
              "      <td>9.376961</td>\n",
              "      <td>9.341030</td>\n",
              "      <td>10.342244</td>\n",
              "      <td>10.172315</td>\n",
              "      <td>10.426784</td>\n",
              "      <td>9.926139</td>\n",
              "      <td>10.763202</td>\n",
              "      <td>0.308401</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>8.104625</td>\n",
              "      <td>7.646033</td>\n",
              "      <td>8.448707</td>\n",
              "      <td>8.781996</td>\n",
              "      <td>7.230885</td>\n",
              "      <td>6.035202</td>\n",
              "      <td>8.565875</td>\n",
              "      <td>8.105196</td>\n",
              "      <td>7.931500</td>\n",
              "      <td>6.563349</td>\n",
              "      <td>7.299098</td>\n",
              "      <td>7.992321</td>\n",
              "      <td>5.363115</td>\n",
              "      <td>7.900028</td>\n",
              "      <td>6.973623</td>\n",
              "      <td>5.444707</td>\n",
              "      <td>7.682103</td>\n",
              "      <td>7.143138</td>\n",
              "      <td>5.653361</td>\n",
              "      <td>5.390540</td>\n",
              "      <td>6.897737</td>\n",
              "      <td>5.293084</td>\n",
              "      <td>5.875994</td>\n",
              "      <td>7.124101</td>\n",
              "      <td>6.415331</td>\n",
              "      <td>6.911560</td>\n",
              "      <td>7.213892</td>\n",
              "      <td>7.397606</td>\n",
              "      <td>8.852261</td>\n",
              "      <td>6.881212</td>\n",
              "      <td>6.018187</td>\n",
              "      <td>6.355207</td>\n",
              "      <td>6.511952</td>\n",
              "      <td>5.650575</td>\n",
              "      <td>6.843507</td>\n",
              "      <td>6.597022</td>\n",
              "      <td>6.098540</td>\n",
              "      <td>6.068847</td>\n",
              "      <td>6.798375</td>\n",
              "      <td>7.106045</td>\n",
              "      <td>...</td>\n",
              "      <td>9.440147</td>\n",
              "      <td>7.678980</td>\n",
              "      <td>7.193333</td>\n",
              "      <td>7.004405</td>\n",
              "      <td>5.324965</td>\n",
              "      <td>6.013113</td>\n",
              "      <td>6.886975</td>\n",
              "      <td>5.030501</td>\n",
              "      <td>5.583931</td>\n",
              "      <td>7.610990</td>\n",
              "      <td>7.915100</td>\n",
              "      <td>7.355368</td>\n",
              "      <td>7.298984</td>\n",
              "      <td>7.415698</td>\n",
              "      <td>5.285675</td>\n",
              "      <td>7.718305</td>\n",
              "      <td>8.104094</td>\n",
              "      <td>7.420082</td>\n",
              "      <td>7.823326</td>\n",
              "      <td>6.558027</td>\n",
              "      <td>8.397453</td>\n",
              "      <td>7.989109</td>\n",
              "      <td>7.252970</td>\n",
              "      <td>6.551849</td>\n",
              "      <td>6.937845</td>\n",
              "      <td>7.189026</td>\n",
              "      <td>8.159122</td>\n",
              "      <td>8.948316</td>\n",
              "      <td>7.111860</td>\n",
              "      <td>6.466113</td>\n",
              "      <td>7.139569</td>\n",
              "      <td>6.779427</td>\n",
              "      <td>6.890049</td>\n",
              "      <td>8.250361</td>\n",
              "      <td>5.880797</td>\n",
              "      <td>7.390718</td>\n",
              "      <td>6.867964</td>\n",
              "      <td>7.567549</td>\n",
              "      <td>6.614588</td>\n",
              "      <td>1.288576</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.488104</td>\n",
              "      <td>0.671293</td>\n",
              "      <td>0.827494</td>\n",
              "      <td>1.923834</td>\n",
              "      <td>0.486560</td>\n",
              "      <td>0.870897</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.447024</td>\n",
              "      <td>0.684190</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>0.471031</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.944933</td>\n",
              "      <td>0.532267</td>\n",
              "      <td>2.018314</td>\n",
              "      <td>1.268674</td>\n",
              "      <td>1.842456</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.525267</td>\n",
              "      <td>0.483468</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.603312</td>\n",
              "      <td>0.908890</td>\n",
              "      <td>1.845791</td>\n",
              "      <td>0.533862</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>1.197677</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.940129</td>\n",
              "      <td>1.006908</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>0.525868</td>\n",
              "      <td>...</td>\n",
              "      <td>3.029784</td>\n",
              "      <td>2.476841</td>\n",
              "      <td>1.117169</td>\n",
              "      <td>0.613838</td>\n",
              "      <td>-0.424831</td>\n",
              "      <td>0.114983</td>\n",
              "      <td>-0.424831</td>\n",
              "      <td>-0.424831</td>\n",
              "      <td>0.192191</td>\n",
              "      <td>1.529753</td>\n",
              "      <td>1.624175</td>\n",
              "      <td>1.242238</td>\n",
              "      <td>0.649666</td>\n",
              "      <td>0.015536</td>\n",
              "      <td>-0.424831</td>\n",
              "      <td>0.845122</td>\n",
              "      <td>5.034954</td>\n",
              "      <td>1.050931</td>\n",
              "      <td>0.792910</td>\n",
              "      <td>1.527100</td>\n",
              "      <td>1.891443</td>\n",
              "      <td>1.534177</td>\n",
              "      <td>1.166909</td>\n",
              "      <td>1.623835</td>\n",
              "      <td>2.696327</td>\n",
              "      <td>0.636285</td>\n",
              "      <td>0.132580</td>\n",
              "      <td>1.427705</td>\n",
              "      <td>1.674207</td>\n",
              "      <td>1.983859</td>\n",
              "      <td>-0.424831</td>\n",
              "      <td>-0.424831</td>\n",
              "      <td>0.897246</td>\n",
              "      <td>0.419828</td>\n",
              "      <td>0.396808</td>\n",
              "      <td>0.649868</td>\n",
              "      <td>2.307968</td>\n",
              "      <td>0.640624</td>\n",
              "      <td>0.774785</td>\n",
              "      <td>1.107793</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>3.647015</td>\n",
              "      <td>2.640204</td>\n",
              "      <td>3.121446</td>\n",
              "      <td>2.847336</td>\n",
              "      <td>3.538327</td>\n",
              "      <td>1.768375</td>\n",
              "      <td>2.675251</td>\n",
              "      <td>3.140697</td>\n",
              "      <td>3.319791</td>\n",
              "      <td>2.855631</td>\n",
              "      <td>2.879961</td>\n",
              "      <td>2.391658</td>\n",
              "      <td>2.135436</td>\n",
              "      <td>2.161952</td>\n",
              "      <td>3.091497</td>\n",
              "      <td>2.711583</td>\n",
              "      <td>2.765747</td>\n",
              "      <td>3.953526</td>\n",
              "      <td>3.960160</td>\n",
              "      <td>2.006190</td>\n",
              "      <td>2.550704</td>\n",
              "      <td>3.081680</td>\n",
              "      <td>2.881684</td>\n",
              "      <td>3.089447</td>\n",
              "      <td>3.408562</td>\n",
              "      <td>1.752235</td>\n",
              "      <td>2.746592</td>\n",
              "      <td>2.922540</td>\n",
              "      <td>2.629683</td>\n",
              "      <td>3.029488</td>\n",
              "      <td>2.948040</td>\n",
              "      <td>2.232599</td>\n",
              "      <td>2.577393</td>\n",
              "      <td>3.506513</td>\n",
              "      <td>2.287177</td>\n",
              "      <td>2.595122</td>\n",
              "      <td>2.483751</td>\n",
              "      <td>3.536140</td>\n",
              "      <td>2.766701</td>\n",
              "      <td>1.677531</td>\n",
              "      <td>...</td>\n",
              "      <td>1.746449</td>\n",
              "      <td>3.432613</td>\n",
              "      <td>3.617015</td>\n",
              "      <td>3.641725</td>\n",
              "      <td>0.621022</td>\n",
              "      <td>0.339023</td>\n",
              "      <td>-0.525705</td>\n",
              "      <td>4.211699</td>\n",
              "      <td>3.074194</td>\n",
              "      <td>3.715247</td>\n",
              "      <td>3.675276</td>\n",
              "      <td>2.816250</td>\n",
              "      <td>3.522921</td>\n",
              "      <td>2.788979</td>\n",
              "      <td>3.341083</td>\n",
              "      <td>3.151287</td>\n",
              "      <td>2.493008</td>\n",
              "      <td>3.261420</td>\n",
              "      <td>2.916629</td>\n",
              "      <td>3.766338</td>\n",
              "      <td>3.582889</td>\n",
              "      <td>3.655861</td>\n",
              "      <td>3.380510</td>\n",
              "      <td>3.270020</td>\n",
              "      <td>3.377724</td>\n",
              "      <td>2.846224</td>\n",
              "      <td>3.255092</td>\n",
              "      <td>3.556460</td>\n",
              "      <td>2.461376</td>\n",
              "      <td>4.272960</td>\n",
              "      <td>3.029513</td>\n",
              "      <td>3.732322</td>\n",
              "      <td>3.610858</td>\n",
              "      <td>3.786698</td>\n",
              "      <td>3.658660</td>\n",
              "      <td>3.501295</td>\n",
              "      <td>3.652290</td>\n",
              "      <td>3.689563</td>\n",
              "      <td>3.735016</td>\n",
              "      <td>0.689457</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>8.146803</td>\n",
              "      <td>9.046709</td>\n",
              "      <td>7.351787</td>\n",
              "      <td>5.746106</td>\n",
              "      <td>7.170596</td>\n",
              "      <td>6.209539</td>\n",
              "      <td>8.087633</td>\n",
              "      <td>7.083554</td>\n",
              "      <td>8.401771</td>\n",
              "      <td>8.836925</td>\n",
              "      <td>5.970504</td>\n",
              "      <td>7.674383</td>\n",
              "      <td>7.849486</td>\n",
              "      <td>6.444745</td>\n",
              "      <td>7.242955</td>\n",
              "      <td>6.281342</td>\n",
              "      <td>6.940413</td>\n",
              "      <td>6.943030</td>\n",
              "      <td>7.332771</td>\n",
              "      <td>8.268322</td>\n",
              "      <td>7.761325</td>\n",
              "      <td>9.276673</td>\n",
              "      <td>7.250668</td>\n",
              "      <td>8.116479</td>\n",
              "      <td>7.342537</td>\n",
              "      <td>8.394145</td>\n",
              "      <td>8.858404</td>\n",
              "      <td>7.312556</td>\n",
              "      <td>6.530672</td>\n",
              "      <td>9.633182</td>\n",
              "      <td>8.784524</td>\n",
              "      <td>7.831269</td>\n",
              "      <td>7.005928</td>\n",
              "      <td>8.772120</td>\n",
              "      <td>6.859671</td>\n",
              "      <td>8.712596</td>\n",
              "      <td>7.720566</td>\n",
              "      <td>8.591163</td>\n",
              "      <td>6.082434</td>\n",
              "      <td>6.467785</td>\n",
              "      <td>...</td>\n",
              "      <td>9.733059</td>\n",
              "      <td>8.548247</td>\n",
              "      <td>7.733464</td>\n",
              "      <td>11.235857</td>\n",
              "      <td>8.534305</td>\n",
              "      <td>10.345867</td>\n",
              "      <td>9.692846</td>\n",
              "      <td>7.835309</td>\n",
              "      <td>6.853732</td>\n",
              "      <td>9.093111</td>\n",
              "      <td>9.328031</td>\n",
              "      <td>10.080080</td>\n",
              "      <td>9.387308</td>\n",
              "      <td>9.923824</td>\n",
              "      <td>8.821960</td>\n",
              "      <td>9.349854</td>\n",
              "      <td>8.512970</td>\n",
              "      <td>9.144539</td>\n",
              "      <td>9.640168</td>\n",
              "      <td>8.984799</td>\n",
              "      <td>9.184765</td>\n",
              "      <td>8.548012</td>\n",
              "      <td>9.107345</td>\n",
              "      <td>9.102800</td>\n",
              "      <td>9.411187</td>\n",
              "      <td>8.723331</td>\n",
              "      <td>7.751373</td>\n",
              "      <td>9.259742</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>8.336672</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>9.819887</td>\n",
              "      <td>8.986600</td>\n",
              "      <td>8.482365</td>\n",
              "      <td>8.741309</td>\n",
              "      <td>9.005662</td>\n",
              "      <td>10.768976</td>\n",
              "      <td>9.813690</td>\n",
              "      <td>9.337872</td>\n",
              "      <td>1.421196</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>1.287413</td>\n",
              "      <td>1.772224</td>\n",
              "      <td>3.468922</td>\n",
              "      <td>2.035061</td>\n",
              "      <td>1.420402</td>\n",
              "      <td>4.693186</td>\n",
              "      <td>2.474722</td>\n",
              "      <td>1.604024</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>2.447791</td>\n",
              "      <td>1.825582</td>\n",
              "      <td>1.777030</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>2.589716</td>\n",
              "      <td>2.078781</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.449509</td>\n",
              "      <td>2.664346</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>3.200018</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.133827</td>\n",
              "      <td>1.743041</td>\n",
              "      <td>3.596792</td>\n",
              "      <td>1.752235</td>\n",
              "      <td>2.504086</td>\n",
              "      <td>2.836530</td>\n",
              "      <td>2.629683</td>\n",
              "      <td>5.287819</td>\n",
              "      <td>3.068447</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>1.842898</td>\n",
              "      <td>1.084404</td>\n",
              "      <td>2.483751</td>\n",
              "      <td>1.330214</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>1.213689</td>\n",
              "      <td>...</td>\n",
              "      <td>6.138112</td>\n",
              "      <td>2.730232</td>\n",
              "      <td>3.213773</td>\n",
              "      <td>3.248080</td>\n",
              "      <td>1.766598</td>\n",
              "      <td>2.288655</td>\n",
              "      <td>2.225783</td>\n",
              "      <td>0.700505</td>\n",
              "      <td>-0.159415</td>\n",
              "      <td>2.854400</td>\n",
              "      <td>3.691043</td>\n",
              "      <td>3.146261</td>\n",
              "      <td>3.163947</td>\n",
              "      <td>3.012763</td>\n",
              "      <td>2.552782</td>\n",
              "      <td>4.267915</td>\n",
              "      <td>6.534077</td>\n",
              "      <td>3.528136</td>\n",
              "      <td>3.724880</td>\n",
              "      <td>3.845068</td>\n",
              "      <td>3.804173</td>\n",
              "      <td>3.553231</td>\n",
              "      <td>2.703320</td>\n",
              "      <td>3.196969</td>\n",
              "      <td>3.445099</td>\n",
              "      <td>4.975397</td>\n",
              "      <td>3.721702</td>\n",
              "      <td>4.530353</td>\n",
              "      <td>3.084822</td>\n",
              "      <td>4.206100</td>\n",
              "      <td>3.578310</td>\n",
              "      <td>3.051227</td>\n",
              "      <td>4.548747</td>\n",
              "      <td>3.663790</td>\n",
              "      <td>2.206071</td>\n",
              "      <td>3.564568</td>\n",
              "      <td>4.305018</td>\n",
              "      <td>3.294664</td>\n",
              "      <td>2.636584</td>\n",
              "      <td>1.769223</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>10.492815</td>\n",
              "      <td>7.619692</td>\n",
              "      <td>9.592175</td>\n",
              "      <td>10.252003</td>\n",
              "      <td>8.695416</td>\n",
              "      <td>7.952398</td>\n",
              "      <td>9.573418</td>\n",
              "      <td>9.450508</td>\n",
              "      <td>9.556724</td>\n",
              "      <td>8.962075</td>\n",
              "      <td>10.030019</td>\n",
              "      <td>9.281603</td>\n",
              "      <td>7.424712</td>\n",
              "      <td>9.705064</td>\n",
              "      <td>9.211151</td>\n",
              "      <td>11.375512</td>\n",
              "      <td>9.626403</td>\n",
              "      <td>11.871520</td>\n",
              "      <td>8.070357</td>\n",
              "      <td>7.455894</td>\n",
              "      <td>9.861388</td>\n",
              "      <td>7.855280</td>\n",
              "      <td>9.567270</td>\n",
              "      <td>11.693809</td>\n",
              "      <td>8.742488</td>\n",
              "      <td>11.900259</td>\n",
              "      <td>10.843898</td>\n",
              "      <td>9.185854</td>\n",
              "      <td>12.541051</td>\n",
              "      <td>6.590773</td>\n",
              "      <td>11.005442</td>\n",
              "      <td>8.262212</td>\n",
              "      <td>11.138432</td>\n",
              "      <td>9.276834</td>\n",
              "      <td>10.902616</td>\n",
              "      <td>10.168258</td>\n",
              "      <td>9.075094</td>\n",
              "      <td>9.635805</td>\n",
              "      <td>10.762257</td>\n",
              "      <td>7.846192</td>\n",
              "      <td>...</td>\n",
              "      <td>6.352160</td>\n",
              "      <td>8.081092</td>\n",
              "      <td>8.734479</td>\n",
              "      <td>8.791384</td>\n",
              "      <td>5.359036</td>\n",
              "      <td>4.998540</td>\n",
              "      <td>5.287195</td>\n",
              "      <td>8.790174</td>\n",
              "      <td>9.141122</td>\n",
              "      <td>9.391562</td>\n",
              "      <td>9.636113</td>\n",
              "      <td>9.545664</td>\n",
              "      <td>8.915242</td>\n",
              "      <td>8.886156</td>\n",
              "      <td>8.016017</td>\n",
              "      <td>8.308846</td>\n",
              "      <td>7.466778</td>\n",
              "      <td>9.020616</td>\n",
              "      <td>8.117387</td>\n",
              "      <td>8.986677</td>\n",
              "      <td>8.011410</td>\n",
              "      <td>7.864159</td>\n",
              "      <td>7.834249</td>\n",
              "      <td>9.707475</td>\n",
              "      <td>7.067405</td>\n",
              "      <td>9.253733</td>\n",
              "      <td>8.825023</td>\n",
              "      <td>7.874599</td>\n",
              "      <td>7.219767</td>\n",
              "      <td>8.061178</td>\n",
              "      <td>9.083155</td>\n",
              "      <td>9.021801</td>\n",
              "      <td>8.297796</td>\n",
              "      <td>9.120214</td>\n",
              "      <td>9.040564</td>\n",
              "      <td>9.075361</td>\n",
              "      <td>9.033294</td>\n",
              "      <td>7.971913</td>\n",
              "      <td>10.104511</td>\n",
              "      <td>3.067489</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>10.165472</td>\n",
              "      <td>8.871764</td>\n",
              "      <td>9.114781</td>\n",
              "      <td>10.052826</td>\n",
              "      <td>9.225010</td>\n",
              "      <td>8.251009</td>\n",
              "      <td>9.934606</td>\n",
              "      <td>8.668658</td>\n",
              "      <td>9.884938</td>\n",
              "      <td>9.300602</td>\n",
              "      <td>9.886143</td>\n",
              "      <td>10.426904</td>\n",
              "      <td>9.069313</td>\n",
              "      <td>9.373357</td>\n",
              "      <td>8.705629</td>\n",
              "      <td>9.664200</td>\n",
              "      <td>8.862715</td>\n",
              "      <td>9.497027</td>\n",
              "      <td>10.189269</td>\n",
              "      <td>8.958704</td>\n",
              "      <td>9.975647</td>\n",
              "      <td>9.788196</td>\n",
              "      <td>9.858976</td>\n",
              "      <td>9.358429</td>\n",
              "      <td>8.859718</td>\n",
              "      <td>9.822440</td>\n",
              "      <td>9.576902</td>\n",
              "      <td>9.419187</td>\n",
              "      <td>9.235806</td>\n",
              "      <td>9.043427</td>\n",
              "      <td>9.163126</td>\n",
              "      <td>8.888877</td>\n",
              "      <td>9.120634</td>\n",
              "      <td>9.907822</td>\n",
              "      <td>9.384846</td>\n",
              "      <td>10.328327</td>\n",
              "      <td>9.416990</td>\n",
              "      <td>9.169830</td>\n",
              "      <td>9.165648</td>\n",
              "      <td>8.944405</td>\n",
              "      <td>...</td>\n",
              "      <td>10.342835</td>\n",
              "      <td>8.535571</td>\n",
              "      <td>8.214791</td>\n",
              "      <td>8.605704</td>\n",
              "      <td>8.870431</td>\n",
              "      <td>8.865671</td>\n",
              "      <td>9.115339</td>\n",
              "      <td>7.897370</td>\n",
              "      <td>8.238246</td>\n",
              "      <td>9.634159</td>\n",
              "      <td>9.237733</td>\n",
              "      <td>9.166031</td>\n",
              "      <td>9.270996</td>\n",
              "      <td>9.547268</td>\n",
              "      <td>7.507179</td>\n",
              "      <td>9.085902</td>\n",
              "      <td>8.333055</td>\n",
              "      <td>8.319281</td>\n",
              "      <td>9.153286</td>\n",
              "      <td>8.463797</td>\n",
              "      <td>8.312919</td>\n",
              "      <td>8.723294</td>\n",
              "      <td>8.306257</td>\n",
              "      <td>8.902903</td>\n",
              "      <td>8.097441</td>\n",
              "      <td>9.153837</td>\n",
              "      <td>8.105160</td>\n",
              "      <td>10.045618</td>\n",
              "      <td>8.104555</td>\n",
              "      <td>8.767047</td>\n",
              "      <td>8.863442</td>\n",
              "      <td>8.535986</td>\n",
              "      <td>9.138783</td>\n",
              "      <td>9.756453</td>\n",
              "      <td>7.950510</td>\n",
              "      <td>9.204868</td>\n",
              "      <td>8.662327</td>\n",
              "      <td>8.486073</td>\n",
              "      <td>8.721358</td>\n",
              "      <td>0.534407</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>2.949404</td>\n",
              "      <td>4.162734</td>\n",
              "      <td>3.748740</td>\n",
              "      <td>4.552328</td>\n",
              "      <td>1.923834</td>\n",
              "      <td>3.985646</td>\n",
              "      <td>2.362947</td>\n",
              "      <td>3.867817</td>\n",
              "      <td>3.070321</td>\n",
              "      <td>3.173207</td>\n",
              "      <td>3.843863</td>\n",
              "      <td>4.393986</td>\n",
              "      <td>3.062277</td>\n",
              "      <td>6.759502</td>\n",
              "      <td>3.486830</td>\n",
              "      <td>4.749636</td>\n",
              "      <td>5.144034</td>\n",
              "      <td>4.271022</td>\n",
              "      <td>4.979015</td>\n",
              "      <td>3.130700</td>\n",
              "      <td>6.458224</td>\n",
              "      <td>2.648488</td>\n",
              "      <td>5.218382</td>\n",
              "      <td>5.540396</td>\n",
              "      <td>3.876615</td>\n",
              "      <td>3.513844</td>\n",
              "      <td>4.051050</td>\n",
              "      <td>6.162794</td>\n",
              "      <td>4.050214</td>\n",
              "      <td>0.533862</td>\n",
              "      <td>2.672108</td>\n",
              "      <td>3.241337</td>\n",
              "      <td>5.434061</td>\n",
              "      <td>4.497842</td>\n",
              "      <td>4.602047</td>\n",
              "      <td>4.514154</td>\n",
              "      <td>3.694100</td>\n",
              "      <td>4.713685</td>\n",
              "      <td>4.761541</td>\n",
              "      <td>2.309700</td>\n",
              "      <td>...</td>\n",
              "      <td>3.708791</td>\n",
              "      <td>2.172187</td>\n",
              "      <td>2.507533</td>\n",
              "      <td>2.311343</td>\n",
              "      <td>2.938571</td>\n",
              "      <td>1.424019</td>\n",
              "      <td>3.711060</td>\n",
              "      <td>2.025829</td>\n",
              "      <td>7.478292</td>\n",
              "      <td>4.612110</td>\n",
              "      <td>2.445829</td>\n",
              "      <td>1.427792</td>\n",
              "      <td>1.008909</td>\n",
              "      <td>2.420096</td>\n",
              "      <td>0.396074</td>\n",
              "      <td>2.317287</td>\n",
              "      <td>2.703395</td>\n",
              "      <td>3.469037</td>\n",
              "      <td>1.152308</td>\n",
              "      <td>2.433803</td>\n",
              "      <td>3.726592</td>\n",
              "      <td>3.526423</td>\n",
              "      <td>2.162305</td>\n",
              "      <td>0.367988</td>\n",
              "      <td>0.872651</td>\n",
              "      <td>1.225736</td>\n",
              "      <td>1.203931</td>\n",
              "      <td>4.590327</td>\n",
              "      <td>4.477448</td>\n",
              "      <td>5.020046</td>\n",
              "      <td>1.846096</td>\n",
              "      <td>2.265040</td>\n",
              "      <td>3.314909</td>\n",
              "      <td>2.123967</td>\n",
              "      <td>2.905659</td>\n",
              "      <td>1.912494</td>\n",
              "      <td>2.349014</td>\n",
              "      <td>4.004941</td>\n",
              "      <td>7.002279</td>\n",
              "      <td>4.615369</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>4.115241</td>\n",
              "      <td>3.405815</td>\n",
              "      <td>4.442127</td>\n",
              "      <td>10.729332</td>\n",
              "      <td>9.231610</td>\n",
              "      <td>3.564415</td>\n",
              "      <td>5.688166</td>\n",
              "      <td>3.187752</td>\n",
              "      <td>5.736756</td>\n",
              "      <td>7.588032</td>\n",
              "      <td>7.559637</td>\n",
              "      <td>6.873444</td>\n",
              "      <td>5.888936</td>\n",
              "      <td>4.959710</td>\n",
              "      <td>5.395255</td>\n",
              "      <td>9.767340</td>\n",
              "      <td>4.335419</td>\n",
              "      <td>5.626830</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>4.651792</td>\n",
              "      <td>7.847145</td>\n",
              "      <td>7.355844</td>\n",
              "      <td>7.802575</td>\n",
              "      <td>8.034584</td>\n",
              "      <td>3.457975</td>\n",
              "      <td>6.263079</td>\n",
              "      <td>5.260643</td>\n",
              "      <td>3.224318</td>\n",
              "      <td>8.651604</td>\n",
              "      <td>2.770152</td>\n",
              "      <td>7.241726</td>\n",
              "      <td>4.323910</td>\n",
              "      <td>5.798424</td>\n",
              "      <td>5.723141</td>\n",
              "      <td>5.059247</td>\n",
              "      <td>2.723056</td>\n",
              "      <td>6.402608</td>\n",
              "      <td>4.057338</td>\n",
              "      <td>4.908217</td>\n",
              "      <td>3.422637</td>\n",
              "      <td>...</td>\n",
              "      <td>8.446280</td>\n",
              "      <td>5.880074</td>\n",
              "      <td>5.148880</td>\n",
              "      <td>4.805742</td>\n",
              "      <td>5.444270</td>\n",
              "      <td>4.474701</td>\n",
              "      <td>3.954157</td>\n",
              "      <td>6.090887</td>\n",
              "      <td>8.920914</td>\n",
              "      <td>5.921963</td>\n",
              "      <td>4.751937</td>\n",
              "      <td>3.971617</td>\n",
              "      <td>4.828576</td>\n",
              "      <td>5.446799</td>\n",
              "      <td>4.744991</td>\n",
              "      <td>3.391453</td>\n",
              "      <td>6.680752</td>\n",
              "      <td>5.137397</td>\n",
              "      <td>4.413467</td>\n",
              "      <td>4.186187</td>\n",
              "      <td>4.592577</td>\n",
              "      <td>4.130304</td>\n",
              "      <td>4.477685</td>\n",
              "      <td>2.797149</td>\n",
              "      <td>3.852907</td>\n",
              "      <td>2.904631</td>\n",
              "      <td>3.151907</td>\n",
              "      <td>4.691158</td>\n",
              "      <td>4.201749</td>\n",
              "      <td>4.937533</td>\n",
              "      <td>5.453587</td>\n",
              "      <td>3.832732</td>\n",
              "      <td>3.938340</td>\n",
              "      <td>3.973686</td>\n",
              "      <td>3.999045</td>\n",
              "      <td>5.276651</td>\n",
              "      <td>4.151330</td>\n",
              "      <td>4.698891</td>\n",
              "      <td>4.667455</td>\n",
              "      <td>4.865280</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>7.518787</td>\n",
              "      <td>7.907840</td>\n",
              "      <td>7.128077</td>\n",
              "      <td>6.020922</td>\n",
              "      <td>7.896950</td>\n",
              "      <td>6.498096</td>\n",
              "      <td>5.759763</td>\n",
              "      <td>8.104840</td>\n",
              "      <td>8.073483</td>\n",
              "      <td>5.572862</td>\n",
              "      <td>6.859647</td>\n",
              "      <td>7.593929</td>\n",
              "      <td>6.623377</td>\n",
              "      <td>7.568557</td>\n",
              "      <td>6.841206</td>\n",
              "      <td>5.778834</td>\n",
              "      <td>7.051785</td>\n",
              "      <td>6.874625</td>\n",
              "      <td>8.422902</td>\n",
              "      <td>8.282129</td>\n",
              "      <td>7.673210</td>\n",
              "      <td>5.940467</td>\n",
              "      <td>6.940073</td>\n",
              "      <td>5.777662</td>\n",
              "      <td>5.926004</td>\n",
              "      <td>5.161235</td>\n",
              "      <td>5.518995</td>\n",
              "      <td>6.781648</td>\n",
              "      <td>7.102207</td>\n",
              "      <td>8.581848</td>\n",
              "      <td>5.633768</td>\n",
              "      <td>1.726700</td>\n",
              "      <td>6.598331</td>\n",
              "      <td>6.524980</td>\n",
              "      <td>7.106348</td>\n",
              "      <td>6.435417</td>\n",
              "      <td>7.326007</td>\n",
              "      <td>7.544609</td>\n",
              "      <td>7.646040</td>\n",
              "      <td>6.722220</td>\n",
              "      <td>...</td>\n",
              "      <td>4.747720</td>\n",
              "      <td>6.246020</td>\n",
              "      <td>6.603968</td>\n",
              "      <td>5.070422</td>\n",
              "      <td>6.362465</td>\n",
              "      <td>6.946806</td>\n",
              "      <td>7.722762</td>\n",
              "      <td>7.114656</td>\n",
              "      <td>7.033420</td>\n",
              "      <td>6.112151</td>\n",
              "      <td>6.770487</td>\n",
              "      <td>5.872518</td>\n",
              "      <td>6.671751</td>\n",
              "      <td>5.698161</td>\n",
              "      <td>7.535361</td>\n",
              "      <td>6.325428</td>\n",
              "      <td>6.595865</td>\n",
              "      <td>6.980301</td>\n",
              "      <td>8.287550</td>\n",
              "      <td>5.868681</td>\n",
              "      <td>6.800562</td>\n",
              "      <td>7.310041</td>\n",
              "      <td>7.435857</td>\n",
              "      <td>5.618036</td>\n",
              "      <td>6.002115</td>\n",
              "      <td>6.084538</td>\n",
              "      <td>7.083129</td>\n",
              "      <td>6.702256</td>\n",
              "      <td>5.453118</td>\n",
              "      <td>6.632163</td>\n",
              "      <td>6.362245</td>\n",
              "      <td>7.558618</td>\n",
              "      <td>5.127896</td>\n",
              "      <td>7.763556</td>\n",
              "      <td>7.241739</td>\n",
              "      <td>7.626267</td>\n",
              "      <td>6.111636</td>\n",
              "      <td>7.411635</td>\n",
              "      <td>7.060661</td>\n",
              "      <td>0.985118</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>13.340782</td>\n",
              "      <td>13.265309</td>\n",
              "      <td>12.814350</td>\n",
              "      <td>11.521620</td>\n",
              "      <td>13.227008</td>\n",
              "      <td>13.363313</td>\n",
              "      <td>14.879976</td>\n",
              "      <td>13.788932</td>\n",
              "      <td>12.865708</td>\n",
              "      <td>11.694845</td>\n",
              "      <td>12.836173</td>\n",
              "      <td>13.211348</td>\n",
              "      <td>12.756429</td>\n",
              "      <td>13.082596</td>\n",
              "      <td>12.966414</td>\n",
              "      <td>13.886392</td>\n",
              "      <td>12.714374</td>\n",
              "      <td>14.832059</td>\n",
              "      <td>12.863635</td>\n",
              "      <td>11.221104</td>\n",
              "      <td>16.997885</td>\n",
              "      <td>12.785865</td>\n",
              "      <td>13.641826</td>\n",
              "      <td>13.013902</td>\n",
              "      <td>12.611186</td>\n",
              "      <td>12.955414</td>\n",
              "      <td>14.463077</td>\n",
              "      <td>12.781175</td>\n",
              "      <td>13.469260</td>\n",
              "      <td>12.611703</td>\n",
              "      <td>12.117721</td>\n",
              "      <td>13.162955</td>\n",
              "      <td>14.132026</td>\n",
              "      <td>12.386011</td>\n",
              "      <td>13.241743</td>\n",
              "      <td>11.650338</td>\n",
              "      <td>11.801902</td>\n",
              "      <td>12.064884</td>\n",
              "      <td>12.853317</td>\n",
              "      <td>11.689609</td>\n",
              "      <td>...</td>\n",
              "      <td>8.932780</td>\n",
              "      <td>14.278532</td>\n",
              "      <td>14.374188</td>\n",
              "      <td>13.586249</td>\n",
              "      <td>15.282902</td>\n",
              "      <td>14.419683</td>\n",
              "      <td>13.031998</td>\n",
              "      <td>14.932953</td>\n",
              "      <td>12.572840</td>\n",
              "      <td>13.466550</td>\n",
              "      <td>13.681637</td>\n",
              "      <td>12.665779</td>\n",
              "      <td>13.129586</td>\n",
              "      <td>12.849902</td>\n",
              "      <td>14.613993</td>\n",
              "      <td>14.259650</td>\n",
              "      <td>14.065243</td>\n",
              "      <td>14.412404</td>\n",
              "      <td>11.897834</td>\n",
              "      <td>14.162633</td>\n",
              "      <td>13.653745</td>\n",
              "      <td>13.583522</td>\n",
              "      <td>12.945914</td>\n",
              "      <td>11.839837</td>\n",
              "      <td>13.592315</td>\n",
              "      <td>12.284378</td>\n",
              "      <td>11.759708</td>\n",
              "      <td>13.017307</td>\n",
              "      <td>14.094258</td>\n",
              "      <td>14.473384</td>\n",
              "      <td>16.039488</td>\n",
              "      <td>13.716622</td>\n",
              "      <td>11.882394</td>\n",
              "      <td>12.958435</td>\n",
              "      <td>15.027419</td>\n",
              "      <td>14.414004</td>\n",
              "      <td>14.346167</td>\n",
              "      <td>15.063803</td>\n",
              "      <td>13.851837</td>\n",
              "      <td>3.342149</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>5.801029</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.473787</td>\n",
              "      <td>5.660324</td>\n",
              "      <td>1.082498</td>\n",
              "      <td>1.928996</td>\n",
              "      <td>2.474722</td>\n",
              "      <td>4.918305</td>\n",
              "      <td>5.100057</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.606229</td>\n",
              "      <td>5.903501</td>\n",
              "      <td>2.465948</td>\n",
              "      <td>8.359508</td>\n",
              "      <td>3.262839</td>\n",
              "      <td>1.916553</td>\n",
              "      <td>7.608144</td>\n",
              "      <td>6.934056</td>\n",
              "      <td>6.312139</td>\n",
              "      <td>0.896931</td>\n",
              "      <td>2.677892</td>\n",
              "      <td>2.430740</td>\n",
              "      <td>2.065228</td>\n",
              "      <td>5.386987</td>\n",
              "      <td>0.799004</td>\n",
              "      <td>8.262339</td>\n",
              "      <td>6.007727</td>\n",
              "      <td>2.429723</td>\n",
              "      <td>6.956951</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.511443</td>\n",
              "      <td>1.370499</td>\n",
              "      <td>4.644710</td>\n",
              "      <td>0.898170</td>\n",
              "      <td>5.572035</td>\n",
              "      <td>6.621856</td>\n",
              "      <td>2.075670</td>\n",
              "      <td>2.180657</td>\n",
              "      <td>2.766701</td>\n",
              "      <td>0.910349</td>\n",
              "      <td>...</td>\n",
              "      <td>0.729764</td>\n",
              "      <td>1.464192</td>\n",
              "      <td>7.078103</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.002374</td>\n",
              "      <td>0.597158</td>\n",
              "      <td>0.995481</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.275262</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.322083</td>\n",
              "      <td>0.908851</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>9.386108</td>\n",
              "      <td>0.966270</td>\n",
              "      <td>10.736320</td>\n",
              "      <td>-0.241377</td>\n",
              "      <td>3.183333</td>\n",
              "      <td>0.550632</td>\n",
              "      <td>2.489816</td>\n",
              "      <td>-0.351131</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.225809</td>\n",
              "      <td>-0.323647</td>\n",
              "      <td>1.158458</td>\n",
              "      <td>3.587131</td>\n",
              "      <td>0.097625</td>\n",
              "      <td>9.389873</td>\n",
              "      <td>0.357939</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>1.393125</td>\n",
              "      <td>0.361105</td>\n",
              "      <td>0.332885</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.967072</td>\n",
              "      <td>0.294256</td>\n",
              "      <td>11.113740</td>\n",
              "      <td>16.054120</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>7.582571</td>\n",
              "      <td>7.643127</td>\n",
              "      <td>6.252629</td>\n",
              "      <td>8.554217</td>\n",
              "      <td>10.604942</td>\n",
              "      <td>7.481380</td>\n",
              "      <td>10.292092</td>\n",
              "      <td>8.609611</td>\n",
              "      <td>9.266067</td>\n",
              "      <td>11.610457</td>\n",
              "      <td>8.197811</td>\n",
              "      <td>7.147480</td>\n",
              "      <td>7.586292</td>\n",
              "      <td>7.439648</td>\n",
              "      <td>6.967445</td>\n",
              "      <td>9.267187</td>\n",
              "      <td>9.087625</td>\n",
              "      <td>7.853983</td>\n",
              "      <td>7.125103</td>\n",
              "      <td>8.081233</td>\n",
              "      <td>10.802484</td>\n",
              "      <td>7.043016</td>\n",
              "      <td>7.224021</td>\n",
              "      <td>6.285315</td>\n",
              "      <td>9.505534</td>\n",
              "      <td>7.097727</td>\n",
              "      <td>6.411292</td>\n",
              "      <td>7.806743</td>\n",
              "      <td>8.053296</td>\n",
              "      <td>6.687970</td>\n",
              "      <td>10.465148</td>\n",
              "      <td>5.792848</td>\n",
              "      <td>8.023449</td>\n",
              "      <td>7.156376</td>\n",
              "      <td>8.252713</td>\n",
              "      <td>9.014040</td>\n",
              "      <td>7.313028</td>\n",
              "      <td>7.142955</td>\n",
              "      <td>8.018729</td>\n",
              "      <td>6.026889</td>\n",
              "      <td>...</td>\n",
              "      <td>4.425827</td>\n",
              "      <td>7.240562</td>\n",
              "      <td>8.716425</td>\n",
              "      <td>5.719862</td>\n",
              "      <td>9.526607</td>\n",
              "      <td>8.684506</td>\n",
              "      <td>6.797259</td>\n",
              "      <td>8.710404</td>\n",
              "      <td>7.697415</td>\n",
              "      <td>8.236906</td>\n",
              "      <td>6.676464</td>\n",
              "      <td>7.429183</td>\n",
              "      <td>6.844128</td>\n",
              "      <td>7.262915</td>\n",
              "      <td>7.856952</td>\n",
              "      <td>7.720332</td>\n",
              "      <td>7.756261</td>\n",
              "      <td>8.506048</td>\n",
              "      <td>6.610843</td>\n",
              "      <td>6.901517</td>\n",
              "      <td>7.581390</td>\n",
              "      <td>7.469527</td>\n",
              "      <td>7.460968</td>\n",
              "      <td>5.690666</td>\n",
              "      <td>7.482899</td>\n",
              "      <td>8.460490</td>\n",
              "      <td>5.797531</td>\n",
              "      <td>6.608367</td>\n",
              "      <td>7.931955</td>\n",
              "      <td>8.156970</td>\n",
              "      <td>9.486794</td>\n",
              "      <td>6.214448</td>\n",
              "      <td>6.873906</td>\n",
              "      <td>6.064858</td>\n",
              "      <td>8.451535</td>\n",
              "      <td>7.638347</td>\n",
              "      <td>8.917030</td>\n",
              "      <td>8.046112</td>\n",
              "      <td>7.971248</td>\n",
              "      <td>3.214380</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>11.120406</td>\n",
              "      <td>10.560772</td>\n",
              "      <td>10.299975</td>\n",
              "      <td>11.548244</td>\n",
              "      <td>10.213651</td>\n",
              "      <td>11.141928</td>\n",
              "      <td>10.257341</td>\n",
              "      <td>10.591345</td>\n",
              "      <td>11.293161</td>\n",
              "      <td>9.524851</td>\n",
              "      <td>11.023609</td>\n",
              "      <td>10.524630</td>\n",
              "      <td>10.341385</td>\n",
              "      <td>10.544404</td>\n",
              "      <td>10.827716</td>\n",
              "      <td>10.954451</td>\n",
              "      <td>10.870742</td>\n",
              "      <td>11.037856</td>\n",
              "      <td>10.768193</td>\n",
              "      <td>10.328574</td>\n",
              "      <td>10.133065</td>\n",
              "      <td>10.692554</td>\n",
              "      <td>10.660531</td>\n",
              "      <td>10.845467</td>\n",
              "      <td>10.747119</td>\n",
              "      <td>10.996756</td>\n",
              "      <td>10.582810</td>\n",
              "      <td>10.661110</td>\n",
              "      <td>11.324726</td>\n",
              "      <td>11.891415</td>\n",
              "      <td>10.614167</td>\n",
              "      <td>10.139359</td>\n",
              "      <td>10.885353</td>\n",
              "      <td>10.790902</td>\n",
              "      <td>10.669266</td>\n",
              "      <td>10.858890</td>\n",
              "      <td>10.807725</td>\n",
              "      <td>10.647216</td>\n",
              "      <td>10.822467</td>\n",
              "      <td>9.968494</td>\n",
              "      <td>...</td>\n",
              "      <td>9.371905</td>\n",
              "      <td>9.137652</td>\n",
              "      <td>9.167862</td>\n",
              "      <td>9.177574</td>\n",
              "      <td>9.258076</td>\n",
              "      <td>9.326123</td>\n",
              "      <td>9.633902</td>\n",
              "      <td>9.118431</td>\n",
              "      <td>9.650572</td>\n",
              "      <td>9.063759</td>\n",
              "      <td>9.702948</td>\n",
              "      <td>9.101515</td>\n",
              "      <td>9.212087</td>\n",
              "      <td>9.269294</td>\n",
              "      <td>9.412234</td>\n",
              "      <td>9.526148</td>\n",
              "      <td>9.506110</td>\n",
              "      <td>9.231499</td>\n",
              "      <td>9.228699</td>\n",
              "      <td>8.660312</td>\n",
              "      <td>9.207453</td>\n",
              "      <td>9.155523</td>\n",
              "      <td>9.419002</td>\n",
              "      <td>8.947259</td>\n",
              "      <td>9.506901</td>\n",
              "      <td>9.944740</td>\n",
              "      <td>9.394086</td>\n",
              "      <td>9.962444</td>\n",
              "      <td>9.205532</td>\n",
              "      <td>9.744212</td>\n",
              "      <td>8.992750</td>\n",
              "      <td>9.515355</td>\n",
              "      <td>9.722974</td>\n",
              "      <td>9.101926</td>\n",
              "      <td>8.763904</td>\n",
              "      <td>9.888608</td>\n",
              "      <td>8.950177</td>\n",
              "      <td>8.832255</td>\n",
              "      <td>8.783786</td>\n",
              "      <td>0.260845</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>10.307303</td>\n",
              "      <td>9.940480</td>\n",
              "      <td>12.339586</td>\n",
              "      <td>9.919559</td>\n",
              "      <td>10.531664</td>\n",
              "      <td>12.375876</td>\n",
              "      <td>9.071706</td>\n",
              "      <td>11.303627</td>\n",
              "      <td>11.201909</td>\n",
              "      <td>10.131394</td>\n",
              "      <td>9.006632</td>\n",
              "      <td>9.545658</td>\n",
              "      <td>11.777974</td>\n",
              "      <td>10.237102</td>\n",
              "      <td>10.293851</td>\n",
              "      <td>8.649454</td>\n",
              "      <td>11.058425</td>\n",
              "      <td>9.475547</td>\n",
              "      <td>11.086999</td>\n",
              "      <td>11.939476</td>\n",
              "      <td>9.039843</td>\n",
              "      <td>10.502981</td>\n",
              "      <td>8.727284</td>\n",
              "      <td>9.372804</td>\n",
              "      <td>11.748562</td>\n",
              "      <td>9.421204</td>\n",
              "      <td>9.451988</td>\n",
              "      <td>10.499537</td>\n",
              "      <td>9.669525</td>\n",
              "      <td>11.210677</td>\n",
              "      <td>9.779585</td>\n",
              "      <td>9.441913</td>\n",
              "      <td>9.503001</td>\n",
              "      <td>12.144897</td>\n",
              "      <td>10.672699</td>\n",
              "      <td>9.728133</td>\n",
              "      <td>12.004716</td>\n",
              "      <td>9.872515</td>\n",
              "      <td>9.939773</td>\n",
              "      <td>12.745622</td>\n",
              "      <td>...</td>\n",
              "      <td>9.490295</td>\n",
              "      <td>9.683615</td>\n",
              "      <td>9.028625</td>\n",
              "      <td>9.037950</td>\n",
              "      <td>9.654270</td>\n",
              "      <td>8.691900</td>\n",
              "      <td>10.419984</td>\n",
              "      <td>9.620425</td>\n",
              "      <td>9.719357</td>\n",
              "      <td>9.364175</td>\n",
              "      <td>7.992493</td>\n",
              "      <td>9.421552</td>\n",
              "      <td>10.861790</td>\n",
              "      <td>9.042048</td>\n",
              "      <td>8.722038</td>\n",
              "      <td>8.772981</td>\n",
              "      <td>8.743922</td>\n",
              "      <td>8.839456</td>\n",
              "      <td>9.328102</td>\n",
              "      <td>9.365540</td>\n",
              "      <td>9.615099</td>\n",
              "      <td>9.474716</td>\n",
              "      <td>8.958208</td>\n",
              "      <td>9.827493</td>\n",
              "      <td>9.676397</td>\n",
              "      <td>10.489721</td>\n",
              "      <td>9.941111</td>\n",
              "      <td>9.975165</td>\n",
              "      <td>9.003143</td>\n",
              "      <td>10.598705</td>\n",
              "      <td>9.017277</td>\n",
              "      <td>9.380347</td>\n",
              "      <td>10.040549</td>\n",
              "      <td>9.310922</td>\n",
              "      <td>8.587056</td>\n",
              "      <td>8.605356</td>\n",
              "      <td>9.477703</td>\n",
              "      <td>9.613621</td>\n",
              "      <td>9.403082</td>\n",
              "      <td>0.670173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>6.931175</td>\n",
              "      <td>5.000113</td>\n",
              "      <td>5.325721</td>\n",
              "      <td>6.634788</td>\n",
              "      <td>4.361768</td>\n",
              "      <td>4.994874</td>\n",
              "      <td>7.194383</td>\n",
              "      <td>6.695910</td>\n",
              "      <td>4.984380</td>\n",
              "      <td>4.333431</td>\n",
              "      <td>6.430314</td>\n",
              "      <td>7.045137</td>\n",
              "      <td>4.815027</td>\n",
              "      <td>4.449654</td>\n",
              "      <td>5.922517</td>\n",
              "      <td>6.616656</td>\n",
              "      <td>4.486650</td>\n",
              "      <td>5.173435</td>\n",
              "      <td>5.806538</td>\n",
              "      <td>4.837247</td>\n",
              "      <td>6.142599</td>\n",
              "      <td>5.781842</td>\n",
              "      <td>6.068013</td>\n",
              "      <td>6.546714</td>\n",
              "      <td>4.826650</td>\n",
              "      <td>5.299208</td>\n",
              "      <td>5.029978</td>\n",
              "      <td>4.070080</td>\n",
              "      <td>5.724899</td>\n",
              "      <td>2.567083</td>\n",
              "      <td>5.893321</td>\n",
              "      <td>2.876271</td>\n",
              "      <td>4.545882</td>\n",
              "      <td>3.802834</td>\n",
              "      <td>5.002158</td>\n",
              "      <td>6.419547</td>\n",
              "      <td>4.406761</td>\n",
              "      <td>4.472579</td>\n",
              "      <td>4.414088</td>\n",
              "      <td>1.464145</td>\n",
              "      <td>...</td>\n",
              "      <td>2.277781</td>\n",
              "      <td>4.080225</td>\n",
              "      <td>7.676742</td>\n",
              "      <td>7.223508</td>\n",
              "      <td>6.080463</td>\n",
              "      <td>6.155832</td>\n",
              "      <td>7.151566</td>\n",
              "      <td>5.370538</td>\n",
              "      <td>6.491381</td>\n",
              "      <td>5.476719</td>\n",
              "      <td>6.863926</td>\n",
              "      <td>3.065849</td>\n",
              "      <td>7.303302</td>\n",
              "      <td>7.161879</td>\n",
              "      <td>6.051361</td>\n",
              "      <td>6.505261</td>\n",
              "      <td>8.057204</td>\n",
              "      <td>6.353578</td>\n",
              "      <td>5.052979</td>\n",
              "      <td>6.984293</td>\n",
              "      <td>5.508735</td>\n",
              "      <td>4.806567</td>\n",
              "      <td>4.127213</td>\n",
              "      <td>5.536629</td>\n",
              "      <td>6.739452</td>\n",
              "      <td>7.074957</td>\n",
              "      <td>7.562484</td>\n",
              "      <td>5.366477</td>\n",
              "      <td>3.816553</td>\n",
              "      <td>6.709228</td>\n",
              "      <td>6.411384</td>\n",
              "      <td>6.262056</td>\n",
              "      <td>6.982266</td>\n",
              "      <td>7.264977</td>\n",
              "      <td>4.128477</td>\n",
              "      <td>4.780949</td>\n",
              "      <td>5.561825</td>\n",
              "      <td>5.742615</td>\n",
              "      <td>5.554167</td>\n",
              "      <td>2.942842</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>10.375137</td>\n",
              "      <td>10.312996</td>\n",
              "      <td>10.092493</td>\n",
              "      <td>9.855864</td>\n",
              "      <td>10.006663</td>\n",
              "      <td>10.530543</td>\n",
              "      <td>10.104442</td>\n",
              "      <td>9.757507</td>\n",
              "      <td>11.055181</td>\n",
              "      <td>9.737080</td>\n",
              "      <td>10.532005</td>\n",
              "      <td>9.730132</td>\n",
              "      <td>10.004249</td>\n",
              "      <td>10.188280</td>\n",
              "      <td>10.561422</td>\n",
              "      <td>9.229888</td>\n",
              "      <td>10.415288</td>\n",
              "      <td>10.818974</td>\n",
              "      <td>11.530640</td>\n",
              "      <td>10.037547</td>\n",
              "      <td>9.654661</td>\n",
              "      <td>9.783170</td>\n",
              "      <td>9.280035</td>\n",
              "      <td>9.765674</td>\n",
              "      <td>10.405705</td>\n",
              "      <td>9.709422</td>\n",
              "      <td>10.102146</td>\n",
              "      <td>10.953156</td>\n",
              "      <td>10.065901</td>\n",
              "      <td>11.203844</td>\n",
              "      <td>9.657706</td>\n",
              "      <td>9.832379</td>\n",
              "      <td>9.834052</td>\n",
              "      <td>11.007938</td>\n",
              "      <td>10.165510</td>\n",
              "      <td>9.739524</td>\n",
              "      <td>10.467860</td>\n",
              "      <td>10.446825</td>\n",
              "      <td>9.699033</td>\n",
              "      <td>9.731597</td>\n",
              "      <td>...</td>\n",
              "      <td>8.704412</td>\n",
              "      <td>10.728696</td>\n",
              "      <td>10.417305</td>\n",
              "      <td>10.648851</td>\n",
              "      <td>11.121852</td>\n",
              "      <td>10.207748</td>\n",
              "      <td>10.091974</td>\n",
              "      <td>10.621426</td>\n",
              "      <td>10.105865</td>\n",
              "      <td>10.420636</td>\n",
              "      <td>10.424360</td>\n",
              "      <td>11.086199</td>\n",
              "      <td>10.264671</td>\n",
              "      <td>10.449300</td>\n",
              "      <td>10.472179</td>\n",
              "      <td>9.771985</td>\n",
              "      <td>11.013088</td>\n",
              "      <td>10.156518</td>\n",
              "      <td>10.307723</td>\n",
              "      <td>10.696675</td>\n",
              "      <td>10.368537</td>\n",
              "      <td>10.455722</td>\n",
              "      <td>10.505177</td>\n",
              "      <td>10.126965</td>\n",
              "      <td>11.060852</td>\n",
              "      <td>10.459552</td>\n",
              "      <td>10.852916</td>\n",
              "      <td>10.608644</td>\n",
              "      <td>10.339443</td>\n",
              "      <td>10.896368</td>\n",
              "      <td>9.920386</td>\n",
              "      <td>10.603957</td>\n",
              "      <td>10.655953</td>\n",
              "      <td>10.356088</td>\n",
              "      <td>9.947867</td>\n",
              "      <td>10.715981</td>\n",
              "      <td>10.367378</td>\n",
              "      <td>10.896359</td>\n",
              "      <td>11.134008</td>\n",
              "      <td>0.351222</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>9.764666</td>\n",
              "      <td>10.668912</td>\n",
              "      <td>10.179100</td>\n",
              "      <td>9.339371</td>\n",
              "      <td>10.276113</td>\n",
              "      <td>10.567243</td>\n",
              "      <td>10.414537</td>\n",
              "      <td>10.050828</td>\n",
              "      <td>9.983891</td>\n",
              "      <td>9.113661</td>\n",
              "      <td>10.218200</td>\n",
              "      <td>10.298635</td>\n",
              "      <td>10.409561</td>\n",
              "      <td>10.238023</td>\n",
              "      <td>10.297558</td>\n",
              "      <td>9.977852</td>\n",
              "      <td>9.485330</td>\n",
              "      <td>10.139065</td>\n",
              "      <td>10.195643</td>\n",
              "      <td>11.026461</td>\n",
              "      <td>9.849616</td>\n",
              "      <td>9.670284</td>\n",
              "      <td>10.096267</td>\n",
              "      <td>10.358365</td>\n",
              "      <td>10.986902</td>\n",
              "      <td>10.436024</td>\n",
              "      <td>10.576938</td>\n",
              "      <td>10.174239</td>\n",
              "      <td>9.773685</td>\n",
              "      <td>9.757817</td>\n",
              "      <td>10.037368</td>\n",
              "      <td>10.248687</td>\n",
              "      <td>9.548383</td>\n",
              "      <td>10.219290</td>\n",
              "      <td>10.355549</td>\n",
              "      <td>10.039001</td>\n",
              "      <td>11.022375</td>\n",
              "      <td>10.931136</td>\n",
              "      <td>9.907433</td>\n",
              "      <td>10.762507</td>\n",
              "      <td>...</td>\n",
              "      <td>11.872083</td>\n",
              "      <td>9.274716</td>\n",
              "      <td>9.500784</td>\n",
              "      <td>9.715060</td>\n",
              "      <td>9.807652</td>\n",
              "      <td>9.704742</td>\n",
              "      <td>9.976706</td>\n",
              "      <td>8.939118</td>\n",
              "      <td>9.990351</td>\n",
              "      <td>9.811711</td>\n",
              "      <td>9.606225</td>\n",
              "      <td>9.879211</td>\n",
              "      <td>9.781566</td>\n",
              "      <td>10.673012</td>\n",
              "      <td>9.500680</td>\n",
              "      <td>9.364319</td>\n",
              "      <td>10.126492</td>\n",
              "      <td>9.978828</td>\n",
              "      <td>9.595886</td>\n",
              "      <td>10.295388</td>\n",
              "      <td>9.763933</td>\n",
              "      <td>9.388976</td>\n",
              "      <td>9.351336</td>\n",
              "      <td>8.731989</td>\n",
              "      <td>9.638844</td>\n",
              "      <td>9.371605</td>\n",
              "      <td>8.992720</td>\n",
              "      <td>9.257955</td>\n",
              "      <td>9.564401</td>\n",
              "      <td>10.045194</td>\n",
              "      <td>10.198872</td>\n",
              "      <td>9.740261</td>\n",
              "      <td>9.289212</td>\n",
              "      <td>9.544884</td>\n",
              "      <td>10.575427</td>\n",
              "      <td>9.980717</td>\n",
              "      <td>10.337482</td>\n",
              "      <td>10.084686</td>\n",
              "      <td>9.839041</td>\n",
              "      <td>0.584062</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>11.364906</td>\n",
              "      <td>10.915894</td>\n",
              "      <td>11.234536</td>\n",
              "      <td>10.400762</td>\n",
              "      <td>11.816256</td>\n",
              "      <td>12.264082</td>\n",
              "      <td>11.356116</td>\n",
              "      <td>11.267875</td>\n",
              "      <td>11.224074</td>\n",
              "      <td>11.513959</td>\n",
              "      <td>11.185253</td>\n",
              "      <td>10.899803</td>\n",
              "      <td>11.624389</td>\n",
              "      <td>10.999126</td>\n",
              "      <td>11.506025</td>\n",
              "      <td>10.674784</td>\n",
              "      <td>10.854144</td>\n",
              "      <td>10.783825</td>\n",
              "      <td>11.203097</td>\n",
              "      <td>10.964947</td>\n",
              "      <td>11.171114</td>\n",
              "      <td>11.251991</td>\n",
              "      <td>10.929140</td>\n",
              "      <td>10.929480</td>\n",
              "      <td>11.584977</td>\n",
              "      <td>11.043164</td>\n",
              "      <td>10.958625</td>\n",
              "      <td>10.695115</td>\n",
              "      <td>10.924998</td>\n",
              "      <td>11.183158</td>\n",
              "      <td>10.662205</td>\n",
              "      <td>11.260896</td>\n",
              "      <td>11.047097</td>\n",
              "      <td>11.249214</td>\n",
              "      <td>11.111051</td>\n",
              "      <td>10.777420</td>\n",
              "      <td>11.602847</td>\n",
              "      <td>11.651751</td>\n",
              "      <td>10.640308</td>\n",
              "      <td>11.391791</td>\n",
              "      <td>...</td>\n",
              "      <td>10.366939</td>\n",
              "      <td>10.961461</td>\n",
              "      <td>10.535960</td>\n",
              "      <td>10.993243</td>\n",
              "      <td>11.417859</td>\n",
              "      <td>10.703463</td>\n",
              "      <td>11.467402</td>\n",
              "      <td>10.897050</td>\n",
              "      <td>10.917708</td>\n",
              "      <td>10.871382</td>\n",
              "      <td>11.174708</td>\n",
              "      <td>12.431029</td>\n",
              "      <td>10.762846</td>\n",
              "      <td>11.011907</td>\n",
              "      <td>10.938085</td>\n",
              "      <td>11.362984</td>\n",
              "      <td>10.776888</td>\n",
              "      <td>10.413478</td>\n",
              "      <td>11.050152</td>\n",
              "      <td>10.642951</td>\n",
              "      <td>10.667223</td>\n",
              "      <td>10.933260</td>\n",
              "      <td>10.868190</td>\n",
              "      <td>10.976924</td>\n",
              "      <td>11.129328</td>\n",
              "      <td>11.559913</td>\n",
              "      <td>10.699792</td>\n",
              "      <td>12.079466</td>\n",
              "      <td>11.233184</td>\n",
              "      <td>10.914084</td>\n",
              "      <td>10.448018</td>\n",
              "      <td>10.771384</td>\n",
              "      <td>9.906760</td>\n",
              "      <td>10.595543</td>\n",
              "      <td>11.262022</td>\n",
              "      <td>10.906117</td>\n",
              "      <td>10.388780</td>\n",
              "      <td>10.490513</td>\n",
              "      <td>11.006647</td>\n",
              "      <td>0.215383</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>1.287413</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.165623</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.684190</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.825623</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.817869</td>\n",
              "      <td>0.955759</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.354791</td>\n",
              "      <td>0.908890</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.898170</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.545277</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>0.396272</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>0.275295</td>\n",
              "      <td>-0.120542</td>\n",
              "      <td>0.006090</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>-0.214785</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>1.242570</td>\n",
              "      <td>-0.074451</td>\n",
              "      <td>0.963538</td>\n",
              "      <td>0.976648</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>0.224196</td>\n",
              "      <td>-0.078220</td>\n",
              "      <td>0.779672</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>-0.110971</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>-0.053175</td>\n",
              "      <td>0.693610</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>-0.008328</td>\n",
              "      <td>0.239630</td>\n",
              "      <td>0.004506</td>\n",
              "      <td>0.057518</td>\n",
              "      <td>-0.054928</td>\n",
              "      <td>0.238617</td>\n",
              "      <td>0.835630</td>\n",
              "      <td>0.696268</td>\n",
              "      <td>0.034410</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>0.564960</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>-0.138562</td>\n",
              "      <td>0.243252</td>\n",
              "      <td>-0.566917</td>\n",
              "      <td>0.750977</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>11.782036</td>\n",
              "      <td>12.417837</td>\n",
              "      <td>11.981446</td>\n",
              "      <td>11.419939</td>\n",
              "      <td>11.549587</td>\n",
              "      <td>12.239760</td>\n",
              "      <td>12.519766</td>\n",
              "      <td>12.332165</td>\n",
              "      <td>11.643022</td>\n",
              "      <td>11.875296</td>\n",
              "      <td>11.892744</td>\n",
              "      <td>13.027020</td>\n",
              "      <td>11.907454</td>\n",
              "      <td>12.289252</td>\n",
              "      <td>13.000530</td>\n",
              "      <td>11.810620</td>\n",
              "      <td>12.271819</td>\n",
              "      <td>12.631061</td>\n",
              "      <td>11.212551</td>\n",
              "      <td>12.602590</td>\n",
              "      <td>11.343480</td>\n",
              "      <td>12.747043</td>\n",
              "      <td>12.635693</td>\n",
              "      <td>12.945932</td>\n",
              "      <td>12.903319</td>\n",
              "      <td>13.735228</td>\n",
              "      <td>12.434438</td>\n",
              "      <td>11.476331</td>\n",
              "      <td>11.593555</td>\n",
              "      <td>11.910002</td>\n",
              "      <td>12.845133</td>\n",
              "      <td>11.011157</td>\n",
              "      <td>13.212595</td>\n",
              "      <td>12.156134</td>\n",
              "      <td>13.152773</td>\n",
              "      <td>12.877767</td>\n",
              "      <td>13.125081</td>\n",
              "      <td>11.462400</td>\n",
              "      <td>11.654864</td>\n",
              "      <td>12.719804</td>\n",
              "      <td>...</td>\n",
              "      <td>10.946316</td>\n",
              "      <td>11.260290</td>\n",
              "      <td>11.313630</td>\n",
              "      <td>11.546993</td>\n",
              "      <td>11.831265</td>\n",
              "      <td>11.755104</td>\n",
              "      <td>11.525709</td>\n",
              "      <td>10.932749</td>\n",
              "      <td>11.248348</td>\n",
              "      <td>11.038701</td>\n",
              "      <td>11.321097</td>\n",
              "      <td>11.730231</td>\n",
              "      <td>12.075772</td>\n",
              "      <td>10.598421</td>\n",
              "      <td>12.063553</td>\n",
              "      <td>12.052858</td>\n",
              "      <td>11.442761</td>\n",
              "      <td>11.054709</td>\n",
              "      <td>11.060388</td>\n",
              "      <td>11.409111</td>\n",
              "      <td>11.455571</td>\n",
              "      <td>11.696254</td>\n",
              "      <td>11.700784</td>\n",
              "      <td>11.463553</td>\n",
              "      <td>12.065107</td>\n",
              "      <td>11.809261</td>\n",
              "      <td>12.051828</td>\n",
              "      <td>12.413926</td>\n",
              "      <td>11.441811</td>\n",
              "      <td>11.365151</td>\n",
              "      <td>11.575017</td>\n",
              "      <td>11.321982</td>\n",
              "      <td>12.024143</td>\n",
              "      <td>11.246526</td>\n",
              "      <td>11.024699</td>\n",
              "      <td>11.267973</td>\n",
              "      <td>11.886796</td>\n",
              "      <td>11.196957</td>\n",
              "      <td>10.902381</td>\n",
              "      <td>0.399735</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>8.232239</td>\n",
              "      <td>8.678304</td>\n",
              "      <td>8.192352</td>\n",
              "      <td>9.062551</td>\n",
              "      <td>8.697322</td>\n",
              "      <td>9.331799</td>\n",
              "      <td>10.195975</td>\n",
              "      <td>8.424993</td>\n",
              "      <td>9.654523</td>\n",
              "      <td>9.357567</td>\n",
              "      <td>9.008415</td>\n",
              "      <td>8.538173</td>\n",
              "      <td>9.689406</td>\n",
              "      <td>8.704775</td>\n",
              "      <td>8.968071</td>\n",
              "      <td>8.605176</td>\n",
              "      <td>8.577731</td>\n",
              "      <td>8.613023</td>\n",
              "      <td>9.210640</td>\n",
              "      <td>8.910397</td>\n",
              "      <td>8.430097</td>\n",
              "      <td>8.556483</td>\n",
              "      <td>8.636385</td>\n",
              "      <td>8.952243</td>\n",
              "      <td>8.716003</td>\n",
              "      <td>8.555440</td>\n",
              "      <td>8.858373</td>\n",
              "      <td>9.467353</td>\n",
              "      <td>8.921442</td>\n",
              "      <td>9.566574</td>\n",
              "      <td>8.667853</td>\n",
              "      <td>8.653529</td>\n",
              "      <td>8.753421</td>\n",
              "      <td>8.599753</td>\n",
              "      <td>8.882197</td>\n",
              "      <td>8.839768</td>\n",
              "      <td>8.960042</td>\n",
              "      <td>9.182407</td>\n",
              "      <td>8.242636</td>\n",
              "      <td>8.945640</td>\n",
              "      <td>...</td>\n",
              "      <td>8.988709</td>\n",
              "      <td>8.890027</td>\n",
              "      <td>8.415729</td>\n",
              "      <td>8.655551</td>\n",
              "      <td>8.705414</td>\n",
              "      <td>8.576218</td>\n",
              "      <td>9.432997</td>\n",
              "      <td>7.389090</td>\n",
              "      <td>7.328416</td>\n",
              "      <td>8.830048</td>\n",
              "      <td>8.982472</td>\n",
              "      <td>9.272284</td>\n",
              "      <td>7.835607</td>\n",
              "      <td>9.221331</td>\n",
              "      <td>8.192434</td>\n",
              "      <td>8.734377</td>\n",
              "      <td>9.366723</td>\n",
              "      <td>8.212917</td>\n",
              "      <td>9.250302</td>\n",
              "      <td>8.321534</td>\n",
              "      <td>8.767622</td>\n",
              "      <td>8.657059</td>\n",
              "      <td>8.603158</td>\n",
              "      <td>8.846813</td>\n",
              "      <td>8.711658</td>\n",
              "      <td>8.948240</td>\n",
              "      <td>8.807025</td>\n",
              "      <td>8.905961</td>\n",
              "      <td>8.882381</td>\n",
              "      <td>9.667859</td>\n",
              "      <td>8.363486</td>\n",
              "      <td>8.593925</td>\n",
              "      <td>9.063933</td>\n",
              "      <td>8.544702</td>\n",
              "      <td>7.932663</td>\n",
              "      <td>9.231012</td>\n",
              "      <td>8.922522</td>\n",
              "      <td>8.371035</td>\n",
              "      <td>8.221787</td>\n",
              "      <td>0.399273</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>9.822442</td>\n",
              "      <td>8.502084</td>\n",
              "      <td>8.821739</td>\n",
              "      <td>8.781996</td>\n",
              "      <td>9.726404</td>\n",
              "      <td>7.966344</td>\n",
              "      <td>9.112241</td>\n",
              "      <td>8.671067</td>\n",
              "      <td>8.948744</td>\n",
              "      <td>9.737080</td>\n",
              "      <td>9.359425</td>\n",
              "      <td>9.190148</td>\n",
              "      <td>10.016906</td>\n",
              "      <td>8.623786</td>\n",
              "      <td>9.130447</td>\n",
              "      <td>9.175532</td>\n",
              "      <td>9.226285</td>\n",
              "      <td>8.893141</td>\n",
              "      <td>9.350128</td>\n",
              "      <td>9.991253</td>\n",
              "      <td>9.217829</td>\n",
              "      <td>9.130591</td>\n",
              "      <td>9.272625</td>\n",
              "      <td>8.572935</td>\n",
              "      <td>9.226061</td>\n",
              "      <td>8.707059</td>\n",
              "      <td>8.490951</td>\n",
              "      <td>8.265446</td>\n",
              "      <td>9.293612</td>\n",
              "      <td>9.249595</td>\n",
              "      <td>8.869856</td>\n",
              "      <td>8.841461</td>\n",
              "      <td>9.245950</td>\n",
              "      <td>9.183477</td>\n",
              "      <td>8.788353</td>\n",
              "      <td>8.850312</td>\n",
              "      <td>9.421829</td>\n",
              "      <td>9.346906</td>\n",
              "      <td>8.835207</td>\n",
              "      <td>8.371798</td>\n",
              "      <td>...</td>\n",
              "      <td>9.253974</td>\n",
              "      <td>8.615014</td>\n",
              "      <td>9.265180</td>\n",
              "      <td>8.755724</td>\n",
              "      <td>9.752808</td>\n",
              "      <td>9.033788</td>\n",
              "      <td>8.983303</td>\n",
              "      <td>9.334200</td>\n",
              "      <td>9.322338</td>\n",
              "      <td>9.376729</td>\n",
              "      <td>9.014299</td>\n",
              "      <td>8.459599</td>\n",
              "      <td>8.912942</td>\n",
              "      <td>9.203092</td>\n",
              "      <td>8.028998</td>\n",
              "      <td>8.600107</td>\n",
              "      <td>9.222985</td>\n",
              "      <td>8.741792</td>\n",
              "      <td>8.716325</td>\n",
              "      <td>8.799464</td>\n",
              "      <td>8.850327</td>\n",
              "      <td>8.686685</td>\n",
              "      <td>9.350114</td>\n",
              "      <td>9.986091</td>\n",
              "      <td>9.421478</td>\n",
              "      <td>9.620453</td>\n",
              "      <td>9.180384</td>\n",
              "      <td>10.099126</td>\n",
              "      <td>8.463516</td>\n",
              "      <td>8.783783</td>\n",
              "      <td>8.481963</td>\n",
              "      <td>8.854554</td>\n",
              "      <td>9.941636</td>\n",
              "      <td>8.905470</td>\n",
              "      <td>8.991046</td>\n",
              "      <td>8.795461</td>\n",
              "      <td>9.203393</td>\n",
              "      <td>8.479978</td>\n",
              "      <td>8.680292</td>\n",
              "      <td>0.390883</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>6.677297</td>\n",
              "      <td>7.967099</td>\n",
              "      <td>7.694824</td>\n",
              "      <td>8.515045</td>\n",
              "      <td>8.090663</td>\n",
              "      <td>7.904893</td>\n",
              "      <td>7.106003</td>\n",
              "      <td>7.880110</td>\n",
              "      <td>8.048443</td>\n",
              "      <td>6.202224</td>\n",
              "      <td>7.873204</td>\n",
              "      <td>9.025206</td>\n",
              "      <td>7.124897</td>\n",
              "      <td>8.579331</td>\n",
              "      <td>8.013591</td>\n",
              "      <td>8.006994</td>\n",
              "      <td>8.892822</td>\n",
              "      <td>8.032707</td>\n",
              "      <td>8.655212</td>\n",
              "      <td>7.153593</td>\n",
              "      <td>7.633787</td>\n",
              "      <td>7.551893</td>\n",
              "      <td>8.305232</td>\n",
              "      <td>9.048866</td>\n",
              "      <td>7.847840</td>\n",
              "      <td>8.996533</td>\n",
              "      <td>9.030135</td>\n",
              "      <td>9.134968</td>\n",
              "      <td>7.127252</td>\n",
              "      <td>8.513854</td>\n",
              "      <td>8.269786</td>\n",
              "      <td>8.148578</td>\n",
              "      <td>7.636008</td>\n",
              "      <td>6.898849</td>\n",
              "      <td>6.671095</td>\n",
              "      <td>9.229989</td>\n",
              "      <td>7.892172</td>\n",
              "      <td>8.228044</td>\n",
              "      <td>7.379006</td>\n",
              "      <td>7.815537</td>\n",
              "      <td>...</td>\n",
              "      <td>8.572019</td>\n",
              "      <td>8.032333</td>\n",
              "      <td>8.227114</td>\n",
              "      <td>8.409791</td>\n",
              "      <td>7.686522</td>\n",
              "      <td>7.927868</td>\n",
              "      <td>8.009881</td>\n",
              "      <td>8.259019</td>\n",
              "      <td>7.094525</td>\n",
              "      <td>8.126115</td>\n",
              "      <td>8.560800</td>\n",
              "      <td>8.123258</td>\n",
              "      <td>7.274686</td>\n",
              "      <td>8.638360</td>\n",
              "      <td>8.032941</td>\n",
              "      <td>8.307040</td>\n",
              "      <td>7.968085</td>\n",
              "      <td>7.495414</td>\n",
              "      <td>8.567332</td>\n",
              "      <td>8.636983</td>\n",
              "      <td>8.427296</td>\n",
              "      <td>8.093524</td>\n",
              "      <td>8.198176</td>\n",
              "      <td>7.633475</td>\n",
              "      <td>7.896744</td>\n",
              "      <td>8.062434</td>\n",
              "      <td>8.370212</td>\n",
              "      <td>8.671223</td>\n",
              "      <td>8.485467</td>\n",
              "      <td>7.691109</td>\n",
              "      <td>8.182834</td>\n",
              "      <td>7.915722</td>\n",
              "      <td>8.507785</td>\n",
              "      <td>8.660476</td>\n",
              "      <td>8.221769</td>\n",
              "      <td>8.046782</td>\n",
              "      <td>7.292169</td>\n",
              "      <td>8.070680</td>\n",
              "      <td>8.547405</td>\n",
              "      <td>0.381877</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>10.519970</td>\n",
              "      <td>9.682182</td>\n",
              "      <td>10.034991</td>\n",
              "      <td>9.207600</td>\n",
              "      <td>9.986937</td>\n",
              "      <td>10.028901</td>\n",
              "      <td>8.789074</td>\n",
              "      <td>9.424334</td>\n",
              "      <td>9.672445</td>\n",
              "      <td>10.016307</td>\n",
              "      <td>9.857740</td>\n",
              "      <td>9.698873</td>\n",
              "      <td>9.040158</td>\n",
              "      <td>10.175325</td>\n",
              "      <td>9.482259</td>\n",
              "      <td>10.201744</td>\n",
              "      <td>9.811877</td>\n",
              "      <td>9.848108</td>\n",
              "      <td>10.588818</td>\n",
              "      <td>10.381283</td>\n",
              "      <td>9.446031</td>\n",
              "      <td>9.197949</td>\n",
              "      <td>9.676588</td>\n",
              "      <td>10.159480</td>\n",
              "      <td>9.775321</td>\n",
              "      <td>10.428611</td>\n",
              "      <td>9.612675</td>\n",
              "      <td>9.475405</td>\n",
              "      <td>9.924775</td>\n",
              "      <td>10.245755</td>\n",
              "      <td>10.561278</td>\n",
              "      <td>8.720138</td>\n",
              "      <td>10.048909</td>\n",
              "      <td>9.712238</td>\n",
              "      <td>10.238393</td>\n",
              "      <td>10.267992</td>\n",
              "      <td>9.572172</td>\n",
              "      <td>9.031944</td>\n",
              "      <td>9.578231</td>\n",
              "      <td>9.473225</td>\n",
              "      <td>...</td>\n",
              "      <td>9.316924</td>\n",
              "      <td>9.066244</td>\n",
              "      <td>10.012895</td>\n",
              "      <td>10.133372</td>\n",
              "      <td>9.642858</td>\n",
              "      <td>9.876334</td>\n",
              "      <td>9.009560</td>\n",
              "      <td>9.834596</td>\n",
              "      <td>9.989129</td>\n",
              "      <td>9.669388</td>\n",
              "      <td>10.112643</td>\n",
              "      <td>9.850254</td>\n",
              "      <td>9.907369</td>\n",
              "      <td>9.556562</td>\n",
              "      <td>9.908160</td>\n",
              "      <td>10.159641</td>\n",
              "      <td>10.676043</td>\n",
              "      <td>9.616283</td>\n",
              "      <td>9.784957</td>\n",
              "      <td>9.627294</td>\n",
              "      <td>9.653230</td>\n",
              "      <td>9.736362</td>\n",
              "      <td>10.000248</td>\n",
              "      <td>9.997681</td>\n",
              "      <td>9.848361</td>\n",
              "      <td>10.203014</td>\n",
              "      <td>10.107761</td>\n",
              "      <td>9.094860</td>\n",
              "      <td>9.651236</td>\n",
              "      <td>9.685635</td>\n",
              "      <td>9.445798</td>\n",
              "      <td>9.830099</td>\n",
              "      <td>10.210902</td>\n",
              "      <td>9.799167</td>\n",
              "      <td>9.660425</td>\n",
              "      <td>8.854347</td>\n",
              "      <td>9.731875</td>\n",
              "      <td>9.394886</td>\n",
              "      <td>10.229314</td>\n",
              "      <td>0.402892</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>9.887534</td>\n",
              "      <td>7.525106</td>\n",
              "      <td>8.252453</td>\n",
              "      <td>9.334188</td>\n",
              "      <td>7.573284</td>\n",
              "      <td>8.727185</td>\n",
              "      <td>8.805202</td>\n",
              "      <td>8.423578</td>\n",
              "      <td>7.716319</td>\n",
              "      <td>9.245536</td>\n",
              "      <td>8.311948</td>\n",
              "      <td>9.097303</td>\n",
              "      <td>6.675872</td>\n",
              "      <td>8.354408</td>\n",
              "      <td>6.282638</td>\n",
              "      <td>8.363697</td>\n",
              "      <td>8.646818</td>\n",
              "      <td>9.329254</td>\n",
              "      <td>8.983136</td>\n",
              "      <td>7.504644</td>\n",
              "      <td>8.327193</td>\n",
              "      <td>7.940284</td>\n",
              "      <td>8.221113</td>\n",
              "      <td>8.370892</td>\n",
              "      <td>8.907182</td>\n",
              "      <td>8.851668</td>\n",
              "      <td>8.874453</td>\n",
              "      <td>9.301727</td>\n",
              "      <td>10.162140</td>\n",
              "      <td>10.054876</td>\n",
              "      <td>6.464694</td>\n",
              "      <td>8.457065</td>\n",
              "      <td>8.466664</td>\n",
              "      <td>8.411308</td>\n",
              "      <td>8.618308</td>\n",
              "      <td>7.551278</td>\n",
              "      <td>5.833912</td>\n",
              "      <td>6.846543</td>\n",
              "      <td>8.329819</td>\n",
              "      <td>5.009997</td>\n",
              "      <td>...</td>\n",
              "      <td>4.660070</td>\n",
              "      <td>7.361520</td>\n",
              "      <td>8.506906</td>\n",
              "      <td>6.060379</td>\n",
              "      <td>7.427156</td>\n",
              "      <td>7.967849</td>\n",
              "      <td>7.233282</td>\n",
              "      <td>7.649188</td>\n",
              "      <td>6.082739</td>\n",
              "      <td>7.634533</td>\n",
              "      <td>8.850877</td>\n",
              "      <td>7.916814</td>\n",
              "      <td>7.440676</td>\n",
              "      <td>8.375588</td>\n",
              "      <td>6.631123</td>\n",
              "      <td>7.440684</td>\n",
              "      <td>8.040348</td>\n",
              "      <td>8.502911</td>\n",
              "      <td>8.114711</td>\n",
              "      <td>7.788418</td>\n",
              "      <td>7.580872</td>\n",
              "      <td>7.450002</td>\n",
              "      <td>8.089248</td>\n",
              "      <td>4.127787</td>\n",
              "      <td>6.814977</td>\n",
              "      <td>8.255961</td>\n",
              "      <td>9.472599</td>\n",
              "      <td>7.519796</td>\n",
              "      <td>6.666297</td>\n",
              "      <td>7.471396</td>\n",
              "      <td>8.508437</td>\n",
              "      <td>6.082927</td>\n",
              "      <td>8.602941</td>\n",
              "      <td>6.864684</td>\n",
              "      <td>9.146427</td>\n",
              "      <td>7.370483</td>\n",
              "      <td>8.069029</td>\n",
              "      <td>9.095006</td>\n",
              "      <td>8.135767</td>\n",
              "      <td>2.573821</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>30 rows × 10333 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "    TCGA-OR-A5J1-01A-11R-A29S-07  ...   variance\n",
              "0                       2.092918  ...   1.981337\n",
              "1                       2.304073  ...   1.437139\n",
              "2                       7.230117  ...   0.856047\n",
              "3                      10.990884  ...   0.308401\n",
              "4                       8.104625  ...   1.288576\n",
              "5                       0.000000  ...   1.107793\n",
              "6                       3.647015  ...   0.689457\n",
              "7                       8.146803  ...   1.421196\n",
              "8                       1.287413  ...   1.769223\n",
              "9                      10.492815  ...   3.067489\n",
              "10                     10.165472  ...   0.534407\n",
              "11                      2.949404  ...   4.615369\n",
              "12                      4.115241  ...   4.865280\n",
              "13                      7.518787  ...   0.985118\n",
              "14                     13.340782  ...   3.342149\n",
              "15                      5.801029  ...  16.054120\n",
              "16                      7.582571  ...   3.214380\n",
              "17                     11.120406  ...   0.260845\n",
              "18                     10.307303  ...   0.670173\n",
              "19                      6.931175  ...   2.942842\n",
              "20                     10.375137  ...   0.351222\n",
              "21                      9.764666  ...   0.584062\n",
              "22                     11.364906  ...   0.215383\n",
              "23                      1.287413  ...   0.750977\n",
              "24                     11.782036  ...   0.399735\n",
              "25                      8.232239  ...   0.399273\n",
              "26                      9.822442  ...   0.390883\n",
              "27                      6.677297  ...   0.381877\n",
              "28                     10.519970  ...   0.402892\n",
              "29                      9.887534  ...   2.573821\n",
              "\n",
              "[30 rows x 10333 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 28
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YPibuJDfRc_D",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 506
        },
        "outputId": "a4f58624-9ac1-4b2a-bd7a-594b52bb71b5"
      },
      "source": [
        "test_var_thre=df_var_new\n",
        "indexNames = test_var_thre[ test_var_thre['variance'] >= 1.19]\n",
        "indexNames"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th></th>\n",
              "      <th>TCGA-OR-A5J1-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JI-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JJ-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JK-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JL-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JM-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JO-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JP-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JQ-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JR-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JS-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JT-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JV-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JW-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JX-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JZ-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5K1-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K2-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K3-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K4-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K5-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K6-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K8-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K9-01A-11R-A29S-07</th>\n",
              "      <th>...</th>\n",
              "      <th>TCGA-AB-3012-03A-01T-0736-13</th>\n",
              "      <th>TCGA-BR-4191-01A-02R-1131-13</th>\n",
              "      <th>TCGA-BR-4201-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4253-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4255-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4256-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4267-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4279-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4294-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4357-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4361-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4362-01A-01R-1157-13</th>\n",
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              "      <th>TCGA-BR-4366-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4367-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4368-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4369-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4370-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4371-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4301-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4304-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4305-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4306-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4436-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4438-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4440-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4442-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4443-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4444-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4449-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4462-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4465-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4466-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4469-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4472-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4474-01A-02R-1157-13</th>\n",
              "      <th>TCGA-CG-4475-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4476-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
              "      <th>variance</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2.092918</td>\n",
              "      <td>1.880294</td>\n",
              "      <td>1.448954</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.115899</td>\n",
              "      <td>1.288181</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.447738</td>\n",
              "      <td>3.023131</td>\n",
              "      <td>1.866433</td>\n",
              "      <td>2.427901</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.916973</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.305037</td>\n",
              "      <td>1.131853</td>\n",
              "      <td>3.138028</td>\n",
              "      <td>3.122623</td>\n",
              "      <td>1.842456</td>\n",
              "      <td>2.190109</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.806118</td>\n",
              "      <td>2.054814</td>\n",
              "      <td>1.255380</td>\n",
              "      <td>3.135650</td>\n",
              "      <td>2.209173</td>\n",
              "      <td>2.428544</td>\n",
              "      <td>2.569467</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.550014</td>\n",
              "      <td>1.497485</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.193456</td>\n",
              "      <td>2.418649</td>\n",
              "      <td>2.287679</td>\n",
              "      <td>3.809198</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.079020</td>\n",
              "      <td>...</td>\n",
              "      <td>3.846908</td>\n",
              "      <td>3.913709</td>\n",
              "      <td>3.624037</td>\n",
              "      <td>2.239900</td>\n",
              "      <td>0.205035</td>\n",
              "      <td>0.821057</td>\n",
              "      <td>3.121117</td>\n",
              "      <td>0.652634</td>\n",
              "      <td>4.937558</td>\n",
              "      <td>3.417762</td>\n",
              "      <td>5.022207</td>\n",
              "      <td>4.256120</td>\n",
              "      <td>4.030301</td>\n",
              "      <td>3.140981</td>\n",
              "      <td>2.573280</td>\n",
              "      <td>4.795981</td>\n",
              "      <td>4.593995</td>\n",
              "      <td>3.917713</td>\n",
              "      <td>4.621436</td>\n",
              "      <td>4.126458</td>\n",
              "      <td>2.461353</td>\n",
              "      <td>4.672641</td>\n",
              "      <td>3.788063</td>\n",
              "      <td>2.962745</td>\n",
              "      <td>4.213516</td>\n",
              "      <td>3.313832</td>\n",
              "      <td>3.901923</td>\n",
              "      <td>3.567545</td>\n",
              "      <td>3.182383</td>\n",
              "      <td>2.421736</td>\n",
              "      <td>2.739199</td>\n",
              "      <td>2.636764</td>\n",
              "      <td>3.986111</td>\n",
              "      <td>4.400230</td>\n",
              "      <td>2.999555</td>\n",
              "      <td>4.271419</td>\n",
              "      <td>3.706764</td>\n",
              "      <td>4.294896</td>\n",
              "      <td>4.238360</td>\n",
              "      <td>1.981337</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2.304073</td>\n",
              "      <td>3.321178</td>\n",
              "      <td>2.919340</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>2.451778</td>\n",
              "      <td>2.818217</td>\n",
              "      <td>1.717035</td>\n",
              "      <td>1.238726</td>\n",
              "      <td>2.598865</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.859870</td>\n",
              "      <td>2.354480</td>\n",
              "      <td>1.936629</td>\n",
              "      <td>2.475163</td>\n",
              "      <td>2.789020</td>\n",
              "      <td>2.586068</td>\n",
              "      <td>2.237900</td>\n",
              "      <td>1.232722</td>\n",
              "      <td>2.332192</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.503705</td>\n",
              "      <td>3.353704</td>\n",
              "      <td>1.164915</td>\n",
              "      <td>1.344772</td>\n",
              "      <td>2.809785</td>\n",
              "      <td>3.359915</td>\n",
              "      <td>1.626299</td>\n",
              "      <td>3.223639</td>\n",
              "      <td>3.618168</td>\n",
              "      <td>1.882447</td>\n",
              "      <td>2.636706</td>\n",
              "      <td>1.975777</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>2.011388</td>\n",
              "      <td>3.444084</td>\n",
              "      <td>2.465034</td>\n",
              "      <td>3.113150</td>\n",
              "      <td>3.012050</td>\n",
              "      <td>3.045600</td>\n",
              "      <td>1.060877</td>\n",
              "      <td>...</td>\n",
              "      <td>2.876875</td>\n",
              "      <td>3.510547</td>\n",
              "      <td>2.491670</td>\n",
              "      <td>2.590594</td>\n",
              "      <td>2.256149</td>\n",
              "      <td>2.353113</td>\n",
              "      <td>3.290456</td>\n",
              "      <td>0.282222</td>\n",
              "      <td>2.763649</td>\n",
              "      <td>3.160351</td>\n",
              "      <td>2.580187</td>\n",
              "      <td>2.850521</td>\n",
              "      <td>3.144255</td>\n",
              "      <td>2.708530</td>\n",
              "      <td>2.836168</td>\n",
              "      <td>2.325688</td>\n",
              "      <td>3.554535</td>\n",
              "      <td>3.528655</td>\n",
              "      <td>3.606168</td>\n",
              "      <td>2.459861</td>\n",
              "      <td>1.980293</td>\n",
              "      <td>2.649033</td>\n",
              "      <td>2.156778</td>\n",
              "      <td>0.638053</td>\n",
              "      <td>2.993235</td>\n",
              "      <td>1.298938</td>\n",
              "      <td>3.250678</td>\n",
              "      <td>2.381570</td>\n",
              "      <td>1.537717</td>\n",
              "      <td>1.870408</td>\n",
              "      <td>2.118624</td>\n",
              "      <td>1.775447</td>\n",
              "      <td>2.598195</td>\n",
              "      <td>3.658332</td>\n",
              "      <td>3.873242</td>\n",
              "      <td>3.073325</td>\n",
              "      <td>3.653654</td>\n",
              "      <td>3.641825</td>\n",
              "      <td>3.992708</td>\n",
              "      <td>1.437139</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>8.104625</td>\n",
              "      <td>7.646033</td>\n",
              "      <td>8.448707</td>\n",
              "      <td>8.781996</td>\n",
              "      <td>7.230885</td>\n",
              "      <td>6.035202</td>\n",
              "      <td>8.565875</td>\n",
              "      <td>8.105196</td>\n",
              "      <td>7.931500</td>\n",
              "      <td>6.563349</td>\n",
              "      <td>7.299098</td>\n",
              "      <td>7.992321</td>\n",
              "      <td>5.363115</td>\n",
              "      <td>7.900028</td>\n",
              "      <td>6.973623</td>\n",
              "      <td>5.444707</td>\n",
              "      <td>7.682103</td>\n",
              "      <td>7.143138</td>\n",
              "      <td>5.653361</td>\n",
              "      <td>5.390540</td>\n",
              "      <td>6.897737</td>\n",
              "      <td>5.293084</td>\n",
              "      <td>5.875994</td>\n",
              "      <td>7.124101</td>\n",
              "      <td>6.415331</td>\n",
              "      <td>6.911560</td>\n",
              "      <td>7.213892</td>\n",
              "      <td>7.397606</td>\n",
              "      <td>8.852261</td>\n",
              "      <td>6.881212</td>\n",
              "      <td>6.018187</td>\n",
              "      <td>6.355207</td>\n",
              "      <td>6.511952</td>\n",
              "      <td>5.650575</td>\n",
              "      <td>6.843507</td>\n",
              "      <td>6.597022</td>\n",
              "      <td>6.098540</td>\n",
              "      <td>6.068847</td>\n",
              "      <td>6.798375</td>\n",
              "      <td>7.106045</td>\n",
              "      <td>...</td>\n",
              "      <td>9.440147</td>\n",
              "      <td>7.678980</td>\n",
              "      <td>7.193333</td>\n",
              "      <td>7.004405</td>\n",
              "      <td>5.324965</td>\n",
              "      <td>6.013113</td>\n",
              "      <td>6.886975</td>\n",
              "      <td>5.030501</td>\n",
              "      <td>5.583931</td>\n",
              "      <td>7.610990</td>\n",
              "      <td>7.915100</td>\n",
              "      <td>7.355368</td>\n",
              "      <td>7.298984</td>\n",
              "      <td>7.415698</td>\n",
              "      <td>5.285675</td>\n",
              "      <td>7.718305</td>\n",
              "      <td>8.104094</td>\n",
              "      <td>7.420082</td>\n",
              "      <td>7.823326</td>\n",
              "      <td>6.558027</td>\n",
              "      <td>8.397453</td>\n",
              "      <td>7.989109</td>\n",
              "      <td>7.252970</td>\n",
              "      <td>6.551849</td>\n",
              "      <td>6.937845</td>\n",
              "      <td>7.189026</td>\n",
              "      <td>8.159122</td>\n",
              "      <td>8.948316</td>\n",
              "      <td>7.111860</td>\n",
              "      <td>6.466113</td>\n",
              "      <td>7.139569</td>\n",
              "      <td>6.779427</td>\n",
              "      <td>6.890049</td>\n",
              "      <td>8.250361</td>\n",
              "      <td>5.880797</td>\n",
              "      <td>7.390718</td>\n",
              "      <td>6.867964</td>\n",
              "      <td>7.567549</td>\n",
              "      <td>6.614588</td>\n",
              "      <td>1.288576</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>8.146803</td>\n",
              "      <td>9.046709</td>\n",
              "      <td>7.351787</td>\n",
              "      <td>5.746106</td>\n",
              "      <td>7.170596</td>\n",
              "      <td>6.209539</td>\n",
              "      <td>8.087633</td>\n",
              "      <td>7.083554</td>\n",
              "      <td>8.401771</td>\n",
              "      <td>8.836925</td>\n",
              "      <td>5.970504</td>\n",
              "      <td>7.674383</td>\n",
              "      <td>7.849486</td>\n",
              "      <td>6.444745</td>\n",
              "      <td>7.242955</td>\n",
              "      <td>6.281342</td>\n",
              "      <td>6.940413</td>\n",
              "      <td>6.943030</td>\n",
              "      <td>7.332771</td>\n",
              "      <td>8.268322</td>\n",
              "      <td>7.761325</td>\n",
              "      <td>9.276673</td>\n",
              "      <td>7.250668</td>\n",
              "      <td>8.116479</td>\n",
              "      <td>7.342537</td>\n",
              "      <td>8.394145</td>\n",
              "      <td>8.858404</td>\n",
              "      <td>7.312556</td>\n",
              "      <td>6.530672</td>\n",
              "      <td>9.633182</td>\n",
              "      <td>8.784524</td>\n",
              "      <td>7.831269</td>\n",
              "      <td>7.005928</td>\n",
              "      <td>8.772120</td>\n",
              "      <td>6.859671</td>\n",
              "      <td>8.712596</td>\n",
              "      <td>7.720566</td>\n",
              "      <td>8.591163</td>\n",
              "      <td>6.082434</td>\n",
              "      <td>6.467785</td>\n",
              "      <td>...</td>\n",
              "      <td>9.733059</td>\n",
              "      <td>8.548247</td>\n",
              "      <td>7.733464</td>\n",
              "      <td>11.235857</td>\n",
              "      <td>8.534305</td>\n",
              "      <td>10.345867</td>\n",
              "      <td>9.692846</td>\n",
              "      <td>7.835309</td>\n",
              "      <td>6.853732</td>\n",
              "      <td>9.093111</td>\n",
              "      <td>9.328031</td>\n",
              "      <td>10.080080</td>\n",
              "      <td>9.387308</td>\n",
              "      <td>9.923824</td>\n",
              "      <td>8.821960</td>\n",
              "      <td>9.349854</td>\n",
              "      <td>8.512970</td>\n",
              "      <td>9.144539</td>\n",
              "      <td>9.640168</td>\n",
              "      <td>8.984799</td>\n",
              "      <td>9.184765</td>\n",
              "      <td>8.548012</td>\n",
              "      <td>9.107345</td>\n",
              "      <td>9.102800</td>\n",
              "      <td>9.411187</td>\n",
              "      <td>8.723331</td>\n",
              "      <td>7.751373</td>\n",
              "      <td>9.259742</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>8.336672</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>9.819887</td>\n",
              "      <td>8.986600</td>\n",
              "      <td>8.482365</td>\n",
              "      <td>8.741309</td>\n",
              "      <td>9.005662</td>\n",
              "      <td>10.768976</td>\n",
              "      <td>9.813690</td>\n",
              "      <td>9.337872</td>\n",
              "      <td>1.421196</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>1.287413</td>\n",
              "      <td>1.772224</td>\n",
              "      <td>3.468922</td>\n",
              "      <td>2.035061</td>\n",
              "      <td>1.420402</td>\n",
              "      <td>4.693186</td>\n",
              "      <td>2.474722</td>\n",
              "      <td>1.604024</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>2.447791</td>\n",
              "      <td>1.825582</td>\n",
              "      <td>1.777030</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>2.589716</td>\n",
              "      <td>2.078781</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.449509</td>\n",
              "      <td>2.664346</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>3.200018</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.133827</td>\n",
              "      <td>1.743041</td>\n",
              "      <td>3.596792</td>\n",
              "      <td>1.752235</td>\n",
              "      <td>2.504086</td>\n",
              "      <td>2.836530</td>\n",
              "      <td>2.629683</td>\n",
              "      <td>5.287819</td>\n",
              "      <td>3.068447</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>1.842898</td>\n",
              "      <td>1.084404</td>\n",
              "      <td>2.483751</td>\n",
              "      <td>1.330214</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>1.213689</td>\n",
              "      <td>...</td>\n",
              "      <td>6.138112</td>\n",
              "      <td>2.730232</td>\n",
              "      <td>3.213773</td>\n",
              "      <td>3.248080</td>\n",
              "      <td>1.766598</td>\n",
              "      <td>2.288655</td>\n",
              "      <td>2.225783</td>\n",
              "      <td>0.700505</td>\n",
              "      <td>-0.159415</td>\n",
              "      <td>2.854400</td>\n",
              "      <td>3.691043</td>\n",
              "      <td>3.146261</td>\n",
              "      <td>3.163947</td>\n",
              "      <td>3.012763</td>\n",
              "      <td>2.552782</td>\n",
              "      <td>4.267915</td>\n",
              "      <td>6.534077</td>\n",
              "      <td>3.528136</td>\n",
              "      <td>3.724880</td>\n",
              "      <td>3.845068</td>\n",
              "      <td>3.804173</td>\n",
              "      <td>3.553231</td>\n",
              "      <td>2.703320</td>\n",
              "      <td>3.196969</td>\n",
              "      <td>3.445099</td>\n",
              "      <td>4.975397</td>\n",
              "      <td>3.721702</td>\n",
              "      <td>4.530353</td>\n",
              "      <td>3.084822</td>\n",
              "      <td>4.206100</td>\n",
              "      <td>3.578310</td>\n",
              "      <td>3.051227</td>\n",
              "      <td>4.548747</td>\n",
              "      <td>3.663790</td>\n",
              "      <td>2.206071</td>\n",
              "      <td>3.564568</td>\n",
              "      <td>4.305018</td>\n",
              "      <td>3.294664</td>\n",
              "      <td>2.636584</td>\n",
              "      <td>1.769223</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16308</th>\n",
              "      <td>7.282245</td>\n",
              "      <td>10.978553</td>\n",
              "      <td>11.343486</td>\n",
              "      <td>11.758956</td>\n",
              "      <td>10.875995</td>\n",
              "      <td>7.966344</td>\n",
              "      <td>10.259779</td>\n",
              "      <td>11.795005</td>\n",
              "      <td>11.351519</td>\n",
              "      <td>9.703549</td>\n",
              "      <td>12.032493</td>\n",
              "      <td>11.390631</td>\n",
              "      <td>9.905605</td>\n",
              "      <td>11.722022</td>\n",
              "      <td>11.840278</td>\n",
              "      <td>12.083340</td>\n",
              "      <td>11.335016</td>\n",
              "      <td>10.869262</td>\n",
              "      <td>9.749467</td>\n",
              "      <td>10.327609</td>\n",
              "      <td>10.780064</td>\n",
              "      <td>9.581280</td>\n",
              "      <td>11.595658</td>\n",
              "      <td>11.194585</td>\n",
              "      <td>9.855286</td>\n",
              "      <td>11.305440</td>\n",
              "      <td>10.307611</td>\n",
              "      <td>10.501280</td>\n",
              "      <td>11.764668</td>\n",
              "      <td>9.909952</td>\n",
              "      <td>10.729391</td>\n",
              "      <td>10.285818</td>\n",
              "      <td>10.625873</td>\n",
              "      <td>10.260508</td>\n",
              "      <td>11.587463</td>\n",
              "      <td>10.619404</td>\n",
              "      <td>9.727983</td>\n",
              "      <td>10.527985</td>\n",
              "      <td>11.119272</td>\n",
              "      <td>4.728231</td>\n",
              "      <td>...</td>\n",
              "      <td>9.792555</td>\n",
              "      <td>7.453554</td>\n",
              "      <td>7.775430</td>\n",
              "      <td>5.973630</td>\n",
              "      <td>9.470282</td>\n",
              "      <td>8.460458</td>\n",
              "      <td>6.198964</td>\n",
              "      <td>8.419335</td>\n",
              "      <td>9.373334</td>\n",
              "      <td>6.878212</td>\n",
              "      <td>7.674676</td>\n",
              "      <td>7.680973</td>\n",
              "      <td>7.105406</td>\n",
              "      <td>8.793737</td>\n",
              "      <td>7.182875</td>\n",
              "      <td>7.756324</td>\n",
              "      <td>6.989706</td>\n",
              "      <td>7.626881</td>\n",
              "      <td>6.350925</td>\n",
              "      <td>7.899370</td>\n",
              "      <td>7.207997</td>\n",
              "      <td>8.296825</td>\n",
              "      <td>7.038687</td>\n",
              "      <td>5.601010</td>\n",
              "      <td>7.891313</td>\n",
              "      <td>5.588232</td>\n",
              "      <td>5.716624</td>\n",
              "      <td>8.954625</td>\n",
              "      <td>6.927910</td>\n",
              "      <td>9.149708</td>\n",
              "      <td>8.908062</td>\n",
              "      <td>6.245838</td>\n",
              "      <td>8.877142</td>\n",
              "      <td>5.656349</td>\n",
              "      <td>8.306269</td>\n",
              "      <td>7.737209</td>\n",
              "      <td>8.388937</td>\n",
              "      <td>8.588700</td>\n",
              "      <td>7.211419</td>\n",
              "      <td>3.328157</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16312</th>\n",
              "      <td>2.125056</td>\n",
              "      <td>5.338346</td>\n",
              "      <td>3.305620</td>\n",
              "      <td>4.292060</td>\n",
              "      <td>3.392400</td>\n",
              "      <td>3.659080</td>\n",
              "      <td>2.109494</td>\n",
              "      <td>3.867817</td>\n",
              "      <td>4.910243</td>\n",
              "      <td>1.224473</td>\n",
              "      <td>2.999549</td>\n",
              "      <td>4.308208</td>\n",
              "      <td>1.705934</td>\n",
              "      <td>4.005346</td>\n",
              "      <td>3.680684</td>\n",
              "      <td>3.597031</td>\n",
              "      <td>2.943621</td>\n",
              "      <td>2.479412</td>\n",
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              "    <tr>\n",
              "      <th>16320</th>\n",
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              "      <td>3.433564</td>\n",
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              "    <tr>\n",
              "      <th>16326</th>\n",
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              "      <td>10.069960</td>\n",
              "      <td>...</td>\n",
              "      <td>8.543059</td>\n",
              "      <td>10.274307</td>\n",
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              "    </tr>\n",
              "    <tr>\n",
              "      <th>16330</th>\n",
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              "      <td>...</td>\n",
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              "      <td>3.031868</td>\n",
              "      <td>0.814129</td>\n",
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              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8171 rows × 10333 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       TCGA-OR-A5J1-01A-11R-A29S-07  ...  variance\n",
              "0                          2.092918  ...  1.981337\n",
              "1                          2.304073  ...  1.437139\n",
              "4                          8.104625  ...  1.288576\n",
              "7                          8.146803  ...  1.421196\n",
              "8                          1.287413  ...  1.769223\n",
              "...                             ...  ...       ...\n",
              "16308                      7.282245  ...  3.328157\n",
              "16312                      2.125056  ...  4.312448\n",
              "16320                      8.139449  ...  3.433564\n",
              "16326                      7.209200  ...  1.889823\n",
              "16330                      0.565890  ...  7.020339\n",
              "\n",
              "[8171 rows x 10333 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ULxD1MXcRpv4",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "f2854e64-ee75-4e4d-cddb-8252636b9a65"
      },
      "source": [
        "indexNames.reset_index(drop=True, inplace=True)\n",
        "indexNames[0:50]"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>TCGA-BR-4367-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4368-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4369-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4370-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4371-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4301-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4304-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4305-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4306-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4436-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4438-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4440-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4442-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4443-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4444-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4449-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4462-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4465-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4466-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4469-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4472-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4474-01A-02R-1157-13</th>\n",
              "      <th>TCGA-CG-4475-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4476-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
              "      <th>variance</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2.092918</td>\n",
              "      <td>1.880294</td>\n",
              "      <td>1.448954</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.115899</td>\n",
              "      <td>1.288181</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.447738</td>\n",
              "      <td>3.023131</td>\n",
              "      <td>1.866433</td>\n",
              "      <td>2.427901</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.916973</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.305037</td>\n",
              "      <td>1.131853</td>\n",
              "      <td>3.138028</td>\n",
              "      <td>3.122623</td>\n",
              "      <td>1.842456</td>\n",
              "      <td>2.190109</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.806118</td>\n",
              "      <td>2.054814</td>\n",
              "      <td>1.255380</td>\n",
              "      <td>3.135650</td>\n",
              "      <td>2.209173</td>\n",
              "      <td>2.428544</td>\n",
              "      <td>2.569467</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.550014</td>\n",
              "      <td>1.497485</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.193456</td>\n",
              "      <td>2.418649</td>\n",
              "      <td>2.287679</td>\n",
              "      <td>3.809198</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.079020</td>\n",
              "      <td>...</td>\n",
              "      <td>3.846908</td>\n",
              "      <td>3.913709</td>\n",
              "      <td>3.624037</td>\n",
              "      <td>2.239900</td>\n",
              "      <td>0.205035</td>\n",
              "      <td>0.821057</td>\n",
              "      <td>3.121117</td>\n",
              "      <td>0.652634</td>\n",
              "      <td>4.937558</td>\n",
              "      <td>3.417762</td>\n",
              "      <td>5.022207</td>\n",
              "      <td>4.256120</td>\n",
              "      <td>4.030301</td>\n",
              "      <td>3.140981</td>\n",
              "      <td>2.573280</td>\n",
              "      <td>4.795981</td>\n",
              "      <td>4.593995</td>\n",
              "      <td>3.917713</td>\n",
              "      <td>4.621436</td>\n",
              "      <td>4.126458</td>\n",
              "      <td>2.461353</td>\n",
              "      <td>4.672641</td>\n",
              "      <td>3.788063</td>\n",
              "      <td>2.962745</td>\n",
              "      <td>4.213516</td>\n",
              "      <td>3.313832</td>\n",
              "      <td>3.901923</td>\n",
              "      <td>3.567545</td>\n",
              "      <td>3.182383</td>\n",
              "      <td>2.421736</td>\n",
              "      <td>2.739199</td>\n",
              "      <td>2.636764</td>\n",
              "      <td>3.986111</td>\n",
              "      <td>4.400230</td>\n",
              "      <td>2.999555</td>\n",
              "      <td>4.271419</td>\n",
              "      <td>3.706764</td>\n",
              "      <td>4.294896</td>\n",
              "      <td>4.238360</td>\n",
              "      <td>1.981337</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2.304073</td>\n",
              "      <td>3.321178</td>\n",
              "      <td>2.919340</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>2.451778</td>\n",
              "      <td>2.818217</td>\n",
              "      <td>1.717035</td>\n",
              "      <td>1.238726</td>\n",
              "      <td>2.598865</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.859870</td>\n",
              "      <td>2.354480</td>\n",
              "      <td>1.936629</td>\n",
              "      <td>2.475163</td>\n",
              "      <td>2.789020</td>\n",
              "      <td>2.586068</td>\n",
              "      <td>2.237900</td>\n",
              "      <td>1.232722</td>\n",
              "      <td>2.332192</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.503705</td>\n",
              "      <td>3.353704</td>\n",
              "      <td>1.164915</td>\n",
              "      <td>1.344772</td>\n",
              "      <td>2.809785</td>\n",
              "      <td>3.359915</td>\n",
              "      <td>1.626299</td>\n",
              "      <td>3.223639</td>\n",
              "      <td>3.618168</td>\n",
              "      <td>1.882447</td>\n",
              "      <td>2.636706</td>\n",
              "      <td>1.975777</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>2.011388</td>\n",
              "      <td>3.444084</td>\n",
              "      <td>2.465034</td>\n",
              "      <td>3.113150</td>\n",
              "      <td>3.012050</td>\n",
              "      <td>3.045600</td>\n",
              "      <td>1.060877</td>\n",
              "      <td>...</td>\n",
              "      <td>2.876875</td>\n",
              "      <td>3.510547</td>\n",
              "      <td>2.491670</td>\n",
              "      <td>2.590594</td>\n",
              "      <td>2.256149</td>\n",
              "      <td>2.353113</td>\n",
              "      <td>3.290456</td>\n",
              "      <td>0.282222</td>\n",
              "      <td>2.763649</td>\n",
              "      <td>3.160351</td>\n",
              "      <td>2.580187</td>\n",
              "      <td>2.850521</td>\n",
              "      <td>3.144255</td>\n",
              "      <td>2.708530</td>\n",
              "      <td>2.836168</td>\n",
              "      <td>2.325688</td>\n",
              "      <td>3.554535</td>\n",
              "      <td>3.528655</td>\n",
              "      <td>3.606168</td>\n",
              "      <td>2.459861</td>\n",
              "      <td>1.980293</td>\n",
              "      <td>2.649033</td>\n",
              "      <td>2.156778</td>\n",
              "      <td>0.638053</td>\n",
              "      <td>2.993235</td>\n",
              "      <td>1.298938</td>\n",
              "      <td>3.250678</td>\n",
              "      <td>2.381570</td>\n",
              "      <td>1.537717</td>\n",
              "      <td>1.870408</td>\n",
              "      <td>2.118624</td>\n",
              "      <td>1.775447</td>\n",
              "      <td>2.598195</td>\n",
              "      <td>3.658332</td>\n",
              "      <td>3.873242</td>\n",
              "      <td>3.073325</td>\n",
              "      <td>3.653654</td>\n",
              "      <td>3.641825</td>\n",
              "      <td>3.992708</td>\n",
              "      <td>1.437139</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>8.104625</td>\n",
              "      <td>7.646033</td>\n",
              "      <td>8.448707</td>\n",
              "      <td>8.781996</td>\n",
              "      <td>7.230885</td>\n",
              "      <td>6.035202</td>\n",
              "      <td>8.565875</td>\n",
              "      <td>8.105196</td>\n",
              "      <td>7.931500</td>\n",
              "      <td>6.563349</td>\n",
              "      <td>7.299098</td>\n",
              "      <td>7.992321</td>\n",
              "      <td>5.363115</td>\n",
              "      <td>7.900028</td>\n",
              "      <td>6.973623</td>\n",
              "      <td>5.444707</td>\n",
              "      <td>7.682103</td>\n",
              "      <td>7.143138</td>\n",
              "      <td>5.653361</td>\n",
              "      <td>5.390540</td>\n",
              "      <td>6.897737</td>\n",
              "      <td>5.293084</td>\n",
              "      <td>5.875994</td>\n",
              "      <td>7.124101</td>\n",
              "      <td>6.415331</td>\n",
              "      <td>6.911560</td>\n",
              "      <td>7.213892</td>\n",
              "      <td>7.397606</td>\n",
              "      <td>8.852261</td>\n",
              "      <td>6.881212</td>\n",
              "      <td>6.018187</td>\n",
              "      <td>6.355207</td>\n",
              "      <td>6.511952</td>\n",
              "      <td>5.650575</td>\n",
              "      <td>6.843507</td>\n",
              "      <td>6.597022</td>\n",
              "      <td>6.098540</td>\n",
              "      <td>6.068847</td>\n",
              "      <td>6.798375</td>\n",
              "      <td>7.106045</td>\n",
              "      <td>...</td>\n",
              "      <td>9.440147</td>\n",
              "      <td>7.678980</td>\n",
              "      <td>7.193333</td>\n",
              "      <td>7.004405</td>\n",
              "      <td>5.324965</td>\n",
              "      <td>6.013113</td>\n",
              "      <td>6.886975</td>\n",
              "      <td>5.030501</td>\n",
              "      <td>5.583931</td>\n",
              "      <td>7.610990</td>\n",
              "      <td>7.915100</td>\n",
              "      <td>7.355368</td>\n",
              "      <td>7.298984</td>\n",
              "      <td>7.415698</td>\n",
              "      <td>5.285675</td>\n",
              "      <td>7.718305</td>\n",
              "      <td>8.104094</td>\n",
              "      <td>7.420082</td>\n",
              "      <td>7.823326</td>\n",
              "      <td>6.558027</td>\n",
              "      <td>8.397453</td>\n",
              "      <td>7.989109</td>\n",
              "      <td>7.252970</td>\n",
              "      <td>6.551849</td>\n",
              "      <td>6.937845</td>\n",
              "      <td>7.189026</td>\n",
              "      <td>8.159122</td>\n",
              "      <td>8.948316</td>\n",
              "      <td>7.111860</td>\n",
              "      <td>6.466113</td>\n",
              "      <td>7.139569</td>\n",
              "      <td>6.779427</td>\n",
              "      <td>6.890049</td>\n",
              "      <td>8.250361</td>\n",
              "      <td>5.880797</td>\n",
              "      <td>7.390718</td>\n",
              "      <td>6.867964</td>\n",
              "      <td>7.567549</td>\n",
              "      <td>6.614588</td>\n",
              "      <td>1.288576</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>8.146803</td>\n",
              "      <td>9.046709</td>\n",
              "      <td>7.351787</td>\n",
              "      <td>5.746106</td>\n",
              "      <td>7.170596</td>\n",
              "      <td>6.209539</td>\n",
              "      <td>8.087633</td>\n",
              "      <td>7.083554</td>\n",
              "      <td>8.401771</td>\n",
              "      <td>8.836925</td>\n",
              "      <td>5.970504</td>\n",
              "      <td>7.674383</td>\n",
              "      <td>7.849486</td>\n",
              "      <td>6.444745</td>\n",
              "      <td>7.242955</td>\n",
              "      <td>6.281342</td>\n",
              "      <td>6.940413</td>\n",
              "      <td>6.943030</td>\n",
              "      <td>7.332771</td>\n",
              "      <td>8.268322</td>\n",
              "      <td>7.761325</td>\n",
              "      <td>9.276673</td>\n",
              "      <td>7.250668</td>\n",
              "      <td>8.116479</td>\n",
              "      <td>7.342537</td>\n",
              "      <td>8.394145</td>\n",
              "      <td>8.858404</td>\n",
              "      <td>7.312556</td>\n",
              "      <td>6.530672</td>\n",
              "      <td>9.633182</td>\n",
              "      <td>8.784524</td>\n",
              "      <td>7.831269</td>\n",
              "      <td>7.005928</td>\n",
              "      <td>8.772120</td>\n",
              "      <td>6.859671</td>\n",
              "      <td>8.712596</td>\n",
              "      <td>7.720566</td>\n",
              "      <td>8.591163</td>\n",
              "      <td>6.082434</td>\n",
              "      <td>6.467785</td>\n",
              "      <td>...</td>\n",
              "      <td>9.733059</td>\n",
              "      <td>8.548247</td>\n",
              "      <td>7.733464</td>\n",
              "      <td>11.235857</td>\n",
              "      <td>8.534305</td>\n",
              "      <td>10.345867</td>\n",
              "      <td>9.692846</td>\n",
              "      <td>7.835309</td>\n",
              "      <td>6.853732</td>\n",
              "      <td>9.093111</td>\n",
              "      <td>9.328031</td>\n",
              "      <td>10.080080</td>\n",
              "      <td>9.387308</td>\n",
              "      <td>9.923824</td>\n",
              "      <td>8.821960</td>\n",
              "      <td>9.349854</td>\n",
              "      <td>8.512970</td>\n",
              "      <td>9.144539</td>\n",
              "      <td>9.640168</td>\n",
              "      <td>8.984799</td>\n",
              "      <td>9.184765</td>\n",
              "      <td>8.548012</td>\n",
              "      <td>9.107345</td>\n",
              "      <td>9.102800</td>\n",
              "      <td>9.411187</td>\n",
              "      <td>8.723331</td>\n",
              "      <td>7.751373</td>\n",
              "      <td>9.259742</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>8.336672</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>9.819887</td>\n",
              "      <td>8.986600</td>\n",
              "      <td>8.482365</td>\n",
              "      <td>8.741309</td>\n",
              "      <td>9.005662</td>\n",
              "      <td>10.768976</td>\n",
              "      <td>9.813690</td>\n",
              "      <td>9.337872</td>\n",
              "      <td>1.421196</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>1.287413</td>\n",
              "      <td>1.772224</td>\n",
              "      <td>3.468922</td>\n",
              "      <td>2.035061</td>\n",
              "      <td>1.420402</td>\n",
              "      <td>4.693186</td>\n",
              "      <td>2.474722</td>\n",
              "      <td>1.604024</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>2.447791</td>\n",
              "      <td>1.825582</td>\n",
              "      <td>1.777030</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>2.589716</td>\n",
              "      <td>2.078781</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.449509</td>\n",
              "      <td>2.664346</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>3.200018</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.133827</td>\n",
              "      <td>1.743041</td>\n",
              "      <td>3.596792</td>\n",
              "      <td>1.752235</td>\n",
              "      <td>2.504086</td>\n",
              "      <td>2.836530</td>\n",
              "      <td>2.629683</td>\n",
              "      <td>5.287819</td>\n",
              "      <td>3.068447</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>1.842898</td>\n",
              "      <td>1.084404</td>\n",
              "      <td>2.483751</td>\n",
              "      <td>1.330214</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>1.213689</td>\n",
              "      <td>...</td>\n",
              "      <td>6.138112</td>\n",
              "      <td>2.730232</td>\n",
              "      <td>3.213773</td>\n",
              "      <td>3.248080</td>\n",
              "      <td>1.766598</td>\n",
              "      <td>2.288655</td>\n",
              "      <td>2.225783</td>\n",
              "      <td>0.700505</td>\n",
              "      <td>-0.159415</td>\n",
              "      <td>2.854400</td>\n",
              "      <td>3.691043</td>\n",
              "      <td>3.146261</td>\n",
              "      <td>3.163947</td>\n",
              "      <td>3.012763</td>\n",
              "      <td>2.552782</td>\n",
              "      <td>4.267915</td>\n",
              "      <td>6.534077</td>\n",
              "      <td>3.528136</td>\n",
              "      <td>3.724880</td>\n",
              "      <td>3.845068</td>\n",
              "      <td>3.804173</td>\n",
              "      <td>3.553231</td>\n",
              "      <td>2.703320</td>\n",
              "      <td>3.196969</td>\n",
              "      <td>3.445099</td>\n",
              "      <td>4.975397</td>\n",
              "      <td>3.721702</td>\n",
              "      <td>4.530353</td>\n",
              "      <td>3.084822</td>\n",
              "      <td>4.206100</td>\n",
              "      <td>3.578310</td>\n",
              "      <td>3.051227</td>\n",
              "      <td>4.548747</td>\n",
              "      <td>3.663790</td>\n",
              "      <td>2.206071</td>\n",
              "      <td>3.564568</td>\n",
              "      <td>4.305018</td>\n",
              "      <td>3.294664</td>\n",
              "      <td>2.636584</td>\n",
              "      <td>1.769223</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>10.492815</td>\n",
              "      <td>7.619692</td>\n",
              "      <td>9.592175</td>\n",
              "      <td>10.252003</td>\n",
              "      <td>8.695416</td>\n",
              "      <td>7.952398</td>\n",
              "      <td>9.573418</td>\n",
              "      <td>9.450508</td>\n",
              "      <td>9.556724</td>\n",
              "      <td>8.962075</td>\n",
              "      <td>10.030019</td>\n",
              "      <td>9.281603</td>\n",
              "      <td>7.424712</td>\n",
              "      <td>9.705064</td>\n",
              "      <td>9.211151</td>\n",
              "      <td>11.375512</td>\n",
              "      <td>9.626403</td>\n",
              "      <td>11.871520</td>\n",
              "      <td>8.070357</td>\n",
              "      <td>7.455894</td>\n",
              "      <td>9.861388</td>\n",
              "      <td>7.855280</td>\n",
              "      <td>9.567270</td>\n",
              "      <td>11.693809</td>\n",
              "      <td>8.742488</td>\n",
              "      <td>11.900259</td>\n",
              "      <td>10.843898</td>\n",
              "      <td>9.185854</td>\n",
              "      <td>12.541051</td>\n",
              "      <td>6.590773</td>\n",
              "      <td>11.005442</td>\n",
              "      <td>8.262212</td>\n",
              "      <td>11.138432</td>\n",
              "      <td>9.276834</td>\n",
              "      <td>10.902616</td>\n",
              "      <td>10.168258</td>\n",
              "      <td>9.075094</td>\n",
              "      <td>9.635805</td>\n",
              "      <td>10.762257</td>\n",
              "      <td>7.846192</td>\n",
              "      <td>...</td>\n",
              "      <td>6.352160</td>\n",
              "      <td>8.081092</td>\n",
              "      <td>8.734479</td>\n",
              "      <td>8.791384</td>\n",
              "      <td>5.359036</td>\n",
              "      <td>4.998540</td>\n",
              "      <td>5.287195</td>\n",
              "      <td>8.790174</td>\n",
              "      <td>9.141122</td>\n",
              "      <td>9.391562</td>\n",
              "      <td>9.636113</td>\n",
              "      <td>9.545664</td>\n",
              "      <td>8.915242</td>\n",
              "      <td>8.886156</td>\n",
              "      <td>8.016017</td>\n",
              "      <td>8.308846</td>\n",
              "      <td>7.466778</td>\n",
              "      <td>9.020616</td>\n",
              "      <td>8.117387</td>\n",
              "      <td>8.986677</td>\n",
              "      <td>8.011410</td>\n",
              "      <td>7.864159</td>\n",
              "      <td>7.834249</td>\n",
              "      <td>9.707475</td>\n",
              "      <td>7.067405</td>\n",
              "      <td>9.253733</td>\n",
              "      <td>8.825023</td>\n",
              "      <td>7.874599</td>\n",
              "      <td>7.219767</td>\n",
              "      <td>8.061178</td>\n",
              "      <td>9.083155</td>\n",
              "      <td>9.021801</td>\n",
              "      <td>8.297796</td>\n",
              "      <td>9.120214</td>\n",
              "      <td>9.040564</td>\n",
              "      <td>9.075361</td>\n",
              "      <td>9.033294</td>\n",
              "      <td>7.971913</td>\n",
              "      <td>10.104511</td>\n",
              "      <td>3.067489</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>2.949404</td>\n",
              "      <td>4.162734</td>\n",
              "      <td>3.748740</td>\n",
              "      <td>4.552328</td>\n",
              "      <td>1.923834</td>\n",
              "      <td>3.985646</td>\n",
              "      <td>2.362947</td>\n",
              "      <td>3.867817</td>\n",
              "      <td>3.070321</td>\n",
              "      <td>3.173207</td>\n",
              "      <td>3.843863</td>\n",
              "      <td>4.393986</td>\n",
              "      <td>3.062277</td>\n",
              "      <td>6.759502</td>\n",
              "      <td>3.486830</td>\n",
              "      <td>4.749636</td>\n",
              "      <td>5.144034</td>\n",
              "      <td>4.271022</td>\n",
              "      <td>4.979015</td>\n",
              "      <td>3.130700</td>\n",
              "      <td>6.458224</td>\n",
              "      <td>2.648488</td>\n",
              "      <td>5.218382</td>\n",
              "      <td>5.540396</td>\n",
              "      <td>3.876615</td>\n",
              "      <td>3.513844</td>\n",
              "      <td>4.051050</td>\n",
              "      <td>6.162794</td>\n",
              "      <td>4.050214</td>\n",
              "      <td>0.533862</td>\n",
              "      <td>2.672108</td>\n",
              "      <td>3.241337</td>\n",
              "      <td>5.434061</td>\n",
              "      <td>4.497842</td>\n",
              "      <td>4.602047</td>\n",
              "      <td>4.514154</td>\n",
              "      <td>3.694100</td>\n",
              "      <td>4.713685</td>\n",
              "      <td>4.761541</td>\n",
              "      <td>2.309700</td>\n",
              "      <td>...</td>\n",
              "      <td>3.708791</td>\n",
              "      <td>2.172187</td>\n",
              "      <td>2.507533</td>\n",
              "      <td>2.311343</td>\n",
              "      <td>2.938571</td>\n",
              "      <td>1.424019</td>\n",
              "      <td>3.711060</td>\n",
              "      <td>2.025829</td>\n",
              "      <td>7.478292</td>\n",
              "      <td>4.612110</td>\n",
              "      <td>2.445829</td>\n",
              "      <td>1.427792</td>\n",
              "      <td>1.008909</td>\n",
              "      <td>2.420096</td>\n",
              "      <td>0.396074</td>\n",
              "      <td>2.317287</td>\n",
              "      <td>2.703395</td>\n",
              "      <td>3.469037</td>\n",
              "      <td>1.152308</td>\n",
              "      <td>2.433803</td>\n",
              "      <td>3.726592</td>\n",
              "      <td>3.526423</td>\n",
              "      <td>2.162305</td>\n",
              "      <td>0.367988</td>\n",
              "      <td>0.872651</td>\n",
              "      <td>1.225736</td>\n",
              "      <td>1.203931</td>\n",
              "      <td>4.590327</td>\n",
              "      <td>4.477448</td>\n",
              "      <td>5.020046</td>\n",
              "      <td>1.846096</td>\n",
              "      <td>2.265040</td>\n",
              "      <td>3.314909</td>\n",
              "      <td>2.123967</td>\n",
              "      <td>2.905659</td>\n",
              "      <td>1.912494</td>\n",
              "      <td>2.349014</td>\n",
              "      <td>4.004941</td>\n",
              "      <td>7.002279</td>\n",
              "      <td>4.615369</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>4.115241</td>\n",
              "      <td>3.405815</td>\n",
              "      <td>4.442127</td>\n",
              "      <td>10.729332</td>\n",
              "      <td>9.231610</td>\n",
              "      <td>3.564415</td>\n",
              "      <td>5.688166</td>\n",
              "      <td>3.187752</td>\n",
              "      <td>5.736756</td>\n",
              "      <td>7.588032</td>\n",
              "      <td>7.559637</td>\n",
              "      <td>6.873444</td>\n",
              "      <td>5.888936</td>\n",
              "      <td>4.959710</td>\n",
              "      <td>5.395255</td>\n",
              "      <td>9.767340</td>\n",
              "      <td>4.335419</td>\n",
              "      <td>5.626830</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>4.651792</td>\n",
              "      <td>7.847145</td>\n",
              "      <td>7.355844</td>\n",
              "      <td>7.802575</td>\n",
              "      <td>8.034584</td>\n",
              "      <td>3.457975</td>\n",
              "      <td>6.263079</td>\n",
              "      <td>5.260643</td>\n",
              "      <td>3.224318</td>\n",
              "      <td>8.651604</td>\n",
              "      <td>2.770152</td>\n",
              "      <td>7.241726</td>\n",
              "      <td>4.323910</td>\n",
              "      <td>5.798424</td>\n",
              "      <td>5.723141</td>\n",
              "      <td>5.059247</td>\n",
              "      <td>2.723056</td>\n",
              "      <td>6.402608</td>\n",
              "      <td>4.057338</td>\n",
              "      <td>4.908217</td>\n",
              "      <td>3.422637</td>\n",
              "      <td>...</td>\n",
              "      <td>8.446280</td>\n",
              "      <td>5.880074</td>\n",
              "      <td>5.148880</td>\n",
              "      <td>4.805742</td>\n",
              "      <td>5.444270</td>\n",
              "      <td>4.474701</td>\n",
              "      <td>3.954157</td>\n",
              "      <td>6.090887</td>\n",
              "      <td>8.920914</td>\n",
              "      <td>5.921963</td>\n",
              "      <td>4.751937</td>\n",
              "      <td>3.971617</td>\n",
              "      <td>4.828576</td>\n",
              "      <td>5.446799</td>\n",
              "      <td>4.744991</td>\n",
              "      <td>3.391453</td>\n",
              "      <td>6.680752</td>\n",
              "      <td>5.137397</td>\n",
              "      <td>4.413467</td>\n",
              "      <td>4.186187</td>\n",
              "      <td>4.592577</td>\n",
              "      <td>4.130304</td>\n",
              "      <td>4.477685</td>\n",
              "      <td>2.797149</td>\n",
              "      <td>3.852907</td>\n",
              "      <td>2.904631</td>\n",
              "      <td>3.151907</td>\n",
              "      <td>4.691158</td>\n",
              "      <td>4.201749</td>\n",
              "      <td>4.937533</td>\n",
              "      <td>5.453587</td>\n",
              "      <td>3.832732</td>\n",
              "      <td>3.938340</td>\n",
              "      <td>3.973686</td>\n",
              "      <td>3.999045</td>\n",
              "      <td>5.276651</td>\n",
              "      <td>4.151330</td>\n",
              "      <td>4.698891</td>\n",
              "      <td>4.667455</td>\n",
              "      <td>4.865280</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>13.340782</td>\n",
              "      <td>13.265309</td>\n",
              "      <td>12.814350</td>\n",
              "      <td>11.521620</td>\n",
              "      <td>13.227008</td>\n",
              "      <td>13.363313</td>\n",
              "      <td>14.879976</td>\n",
              "      <td>13.788932</td>\n",
              "      <td>12.865708</td>\n",
              "      <td>11.694845</td>\n",
              "      <td>12.836173</td>\n",
              "      <td>13.211348</td>\n",
              "      <td>12.756429</td>\n",
              "      <td>13.082596</td>\n",
              "      <td>12.966414</td>\n",
              "      <td>13.886392</td>\n",
              "      <td>12.714374</td>\n",
              "      <td>14.832059</td>\n",
              "      <td>12.863635</td>\n",
              "      <td>11.221104</td>\n",
              "      <td>16.997885</td>\n",
              "      <td>12.785865</td>\n",
              "      <td>13.641826</td>\n",
              "      <td>13.013902</td>\n",
              "      <td>12.611186</td>\n",
              "      <td>12.955414</td>\n",
              "      <td>14.463077</td>\n",
              "      <td>12.781175</td>\n",
              "      <td>13.469260</td>\n",
              "      <td>12.611703</td>\n",
              "      <td>12.117721</td>\n",
              "      <td>13.162955</td>\n",
              "      <td>14.132026</td>\n",
              "      <td>12.386011</td>\n",
              "      <td>13.241743</td>\n",
              "      <td>11.650338</td>\n",
              "      <td>11.801902</td>\n",
              "      <td>12.064884</td>\n",
              "      <td>12.853317</td>\n",
              "      <td>11.689609</td>\n",
              "      <td>...</td>\n",
              "      <td>8.932780</td>\n",
              "      <td>14.278532</td>\n",
              "      <td>14.374188</td>\n",
              "      <td>13.586249</td>\n",
              "      <td>15.282902</td>\n",
              "      <td>14.419683</td>\n",
              "      <td>13.031998</td>\n",
              "      <td>14.932953</td>\n",
              "      <td>12.572840</td>\n",
              "      <td>13.466550</td>\n",
              "      <td>13.681637</td>\n",
              "      <td>12.665779</td>\n",
              "      <td>13.129586</td>\n",
              "      <td>12.849902</td>\n",
              "      <td>14.613993</td>\n",
              "      <td>14.259650</td>\n",
              "      <td>14.065243</td>\n",
              "      <td>14.412404</td>\n",
              "      <td>11.897834</td>\n",
              "      <td>14.162633</td>\n",
              "      <td>13.653745</td>\n",
              "      <td>13.583522</td>\n",
              "      <td>12.945914</td>\n",
              "      <td>11.839837</td>\n",
              "      <td>13.592315</td>\n",
              "      <td>12.284378</td>\n",
              "      <td>11.759708</td>\n",
              "      <td>13.017307</td>\n",
              "      <td>14.094258</td>\n",
              "      <td>14.473384</td>\n",
              "      <td>16.039488</td>\n",
              "      <td>13.716622</td>\n",
              "      <td>11.882394</td>\n",
              "      <td>12.958435</td>\n",
              "      <td>15.027419</td>\n",
              "      <td>14.414004</td>\n",
              "      <td>14.346167</td>\n",
              "      <td>15.063803</td>\n",
              "      <td>13.851837</td>\n",
              "      <td>3.342149</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>5.801029</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.473787</td>\n",
              "      <td>5.660324</td>\n",
              "      <td>1.082498</td>\n",
              "      <td>1.928996</td>\n",
              "      <td>2.474722</td>\n",
              "      <td>4.918305</td>\n",
              "      <td>5.100057</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.606229</td>\n",
              "      <td>5.903501</td>\n",
              "      <td>2.465948</td>\n",
              "      <td>8.359508</td>\n",
              "      <td>3.262839</td>\n",
              "      <td>1.916553</td>\n",
              "      <td>7.608144</td>\n",
              "      <td>6.934056</td>\n",
              "      <td>6.312139</td>\n",
              "      <td>0.896931</td>\n",
              "      <td>2.677892</td>\n",
              "      <td>2.430740</td>\n",
              "      <td>2.065228</td>\n",
              "      <td>5.386987</td>\n",
              "      <td>0.799004</td>\n",
              "      <td>8.262339</td>\n",
              "      <td>6.007727</td>\n",
              "      <td>2.429723</td>\n",
              "      <td>6.956951</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.511443</td>\n",
              "      <td>1.370499</td>\n",
              "      <td>4.644710</td>\n",
              "      <td>0.898170</td>\n",
              "      <td>5.572035</td>\n",
              "      <td>6.621856</td>\n",
              "      <td>2.075670</td>\n",
              "      <td>2.180657</td>\n",
              "      <td>2.766701</td>\n",
              "      <td>0.910349</td>\n",
              "      <td>...</td>\n",
              "      <td>0.729764</td>\n",
              "      <td>1.464192</td>\n",
              "      <td>7.078103</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.002374</td>\n",
              "      <td>0.597158</td>\n",
              "      <td>0.995481</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.275262</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.322083</td>\n",
              "      <td>0.908851</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>9.386108</td>\n",
              "      <td>0.966270</td>\n",
              "      <td>10.736320</td>\n",
              "      <td>-0.241377</td>\n",
              "      <td>3.183333</td>\n",
              "      <td>0.550632</td>\n",
              "      <td>2.489816</td>\n",
              "      <td>-0.351131</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.225809</td>\n",
              "      <td>-0.323647</td>\n",
              "      <td>1.158458</td>\n",
              "      <td>3.587131</td>\n",
              "      <td>0.097625</td>\n",
              "      <td>9.389873</td>\n",
              "      <td>0.357939</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>1.393125</td>\n",
              "      <td>0.361105</td>\n",
              "      <td>0.332885</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.967072</td>\n",
              "      <td>0.294256</td>\n",
              "      <td>11.113740</td>\n",
              "      <td>16.054120</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>7.582571</td>\n",
              "      <td>7.643127</td>\n",
              "      <td>6.252629</td>\n",
              "      <td>8.554217</td>\n",
              "      <td>10.604942</td>\n",
              "      <td>7.481380</td>\n",
              "      <td>10.292092</td>\n",
              "      <td>8.609611</td>\n",
              "      <td>9.266067</td>\n",
              "      <td>11.610457</td>\n",
              "      <td>8.197811</td>\n",
              "      <td>7.147480</td>\n",
              "      <td>7.586292</td>\n",
              "      <td>7.439648</td>\n",
              "      <td>6.967445</td>\n",
              "      <td>9.267187</td>\n",
              "      <td>9.087625</td>\n",
              "      <td>7.853983</td>\n",
              "      <td>7.125103</td>\n",
              "      <td>8.081233</td>\n",
              "      <td>10.802484</td>\n",
              "      <td>7.043016</td>\n",
              "      <td>7.224021</td>\n",
              "      <td>6.285315</td>\n",
              "      <td>9.505534</td>\n",
              "      <td>7.097727</td>\n",
              "      <td>6.411292</td>\n",
              "      <td>7.806743</td>\n",
              "      <td>8.053296</td>\n",
              "      <td>6.687970</td>\n",
              "      <td>10.465148</td>\n",
              "      <td>5.792848</td>\n",
              "      <td>8.023449</td>\n",
              "      <td>7.156376</td>\n",
              "      <td>8.252713</td>\n",
              "      <td>9.014040</td>\n",
              "      <td>7.313028</td>\n",
              "      <td>7.142955</td>\n",
              "      <td>8.018729</td>\n",
              "      <td>6.026889</td>\n",
              "      <td>...</td>\n",
              "      <td>4.425827</td>\n",
              "      <td>7.240562</td>\n",
              "      <td>8.716425</td>\n",
              "      <td>5.719862</td>\n",
              "      <td>9.526607</td>\n",
              "      <td>8.684506</td>\n",
              "      <td>6.797259</td>\n",
              "      <td>8.710404</td>\n",
              "      <td>7.697415</td>\n",
              "      <td>8.236906</td>\n",
              "      <td>6.676464</td>\n",
              "      <td>7.429183</td>\n",
              "      <td>6.844128</td>\n",
              "      <td>7.262915</td>\n",
              "      <td>7.856952</td>\n",
              "      <td>7.720332</td>\n",
              "      <td>7.756261</td>\n",
              "      <td>8.506048</td>\n",
              "      <td>6.610843</td>\n",
              "      <td>6.901517</td>\n",
              "      <td>7.581390</td>\n",
              "      <td>7.469527</td>\n",
              "      <td>7.460968</td>\n",
              "      <td>5.690666</td>\n",
              "      <td>7.482899</td>\n",
              "      <td>8.460490</td>\n",
              "      <td>5.797531</td>\n",
              "      <td>6.608367</td>\n",
              "      <td>7.931955</td>\n",
              "      <td>8.156970</td>\n",
              "      <td>9.486794</td>\n",
              "      <td>6.214448</td>\n",
              "      <td>6.873906</td>\n",
              "      <td>6.064858</td>\n",
              "      <td>8.451535</td>\n",
              "      <td>7.638347</td>\n",
              "      <td>8.917030</td>\n",
              "      <td>8.046112</td>\n",
              "      <td>7.971248</td>\n",
              "      <td>3.214380</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>6.931175</td>\n",
              "      <td>5.000113</td>\n",
              "      <td>5.325721</td>\n",
              "      <td>6.634788</td>\n",
              "      <td>4.361768</td>\n",
              "      <td>4.994874</td>\n",
              "      <td>7.194383</td>\n",
              "      <td>6.695910</td>\n",
              "      <td>4.984380</td>\n",
              "      <td>4.333431</td>\n",
              "      <td>6.430314</td>\n",
              "      <td>7.045137</td>\n",
              "      <td>4.815027</td>\n",
              "      <td>4.449654</td>\n",
              "      <td>5.922517</td>\n",
              "      <td>6.616656</td>\n",
              "      <td>4.486650</td>\n",
              "      <td>5.173435</td>\n",
              "      <td>5.806538</td>\n",
              "      <td>4.837247</td>\n",
              "      <td>6.142599</td>\n",
              "      <td>5.781842</td>\n",
              "      <td>6.068013</td>\n",
              "      <td>6.546714</td>\n",
              "      <td>4.826650</td>\n",
              "      <td>5.299208</td>\n",
              "      <td>5.029978</td>\n",
              "      <td>4.070080</td>\n",
              "      <td>5.724899</td>\n",
              "      <td>2.567083</td>\n",
              "      <td>5.893321</td>\n",
              "      <td>2.876271</td>\n",
              "      <td>4.545882</td>\n",
              "      <td>3.802834</td>\n",
              "      <td>5.002158</td>\n",
              "      <td>6.419547</td>\n",
              "      <td>4.406761</td>\n",
              "      <td>4.472579</td>\n",
              "      <td>4.414088</td>\n",
              "      <td>1.464145</td>\n",
              "      <td>...</td>\n",
              "      <td>2.277781</td>\n",
              "      <td>4.080225</td>\n",
              "      <td>7.676742</td>\n",
              "      <td>7.223508</td>\n",
              "      <td>6.080463</td>\n",
              "      <td>6.155832</td>\n",
              "      <td>7.151566</td>\n",
              "      <td>5.370538</td>\n",
              "      <td>6.491381</td>\n",
              "      <td>5.476719</td>\n",
              "      <td>6.863926</td>\n",
              "      <td>3.065849</td>\n",
              "      <td>7.303302</td>\n",
              "      <td>7.161879</td>\n",
              "      <td>6.051361</td>\n",
              "      <td>6.505261</td>\n",
              "      <td>8.057204</td>\n",
              "      <td>6.353578</td>\n",
              "      <td>5.052979</td>\n",
              "      <td>6.984293</td>\n",
              "      <td>5.508735</td>\n",
              "      <td>4.806567</td>\n",
              "      <td>4.127213</td>\n",
              "      <td>5.536629</td>\n",
              "      <td>6.739452</td>\n",
              "      <td>7.074957</td>\n",
              "      <td>7.562484</td>\n",
              "      <td>5.366477</td>\n",
              "      <td>3.816553</td>\n",
              "      <td>6.709228</td>\n",
              "      <td>6.411384</td>\n",
              "      <td>6.262056</td>\n",
              "      <td>6.982266</td>\n",
              "      <td>7.264977</td>\n",
              "      <td>4.128477</td>\n",
              "      <td>4.780949</td>\n",
              "      <td>5.561825</td>\n",
              "      <td>5.742615</td>\n",
              "      <td>5.554167</td>\n",
              "      <td>2.942842</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>9.887534</td>\n",
              "      <td>7.525106</td>\n",
              "      <td>8.252453</td>\n",
              "      <td>9.334188</td>\n",
              "      <td>7.573284</td>\n",
              "      <td>8.727185</td>\n",
              "      <td>8.805202</td>\n",
              "      <td>8.423578</td>\n",
              "      <td>7.716319</td>\n",
              "      <td>9.245536</td>\n",
              "      <td>8.311948</td>\n",
              "      <td>9.097303</td>\n",
              "      <td>6.675872</td>\n",
              "      <td>8.354408</td>\n",
              "      <td>6.282638</td>\n",
              "      <td>8.363697</td>\n",
              "      <td>8.646818</td>\n",
              "      <td>9.329254</td>\n",
              "      <td>8.983136</td>\n",
              "      <td>7.504644</td>\n",
              "      <td>8.327193</td>\n",
              "      <td>7.940284</td>\n",
              "      <td>8.221113</td>\n",
              "      <td>8.370892</td>\n",
              "      <td>8.907182</td>\n",
              "      <td>8.851668</td>\n",
              "      <td>8.874453</td>\n",
              "      <td>9.301727</td>\n",
              "      <td>10.162140</td>\n",
              "      <td>10.054876</td>\n",
              "      <td>6.464694</td>\n",
              "      <td>8.457065</td>\n",
              "      <td>8.466664</td>\n",
              "      <td>8.411308</td>\n",
              "      <td>8.618308</td>\n",
              "      <td>7.551278</td>\n",
              "      <td>5.833912</td>\n",
              "      <td>6.846543</td>\n",
              "      <td>8.329819</td>\n",
              "      <td>5.009997</td>\n",
              "      <td>...</td>\n",
              "      <td>4.660070</td>\n",
              "      <td>7.361520</td>\n",
              "      <td>8.506906</td>\n",
              "      <td>6.060379</td>\n",
              "      <td>7.427156</td>\n",
              "      <td>7.967849</td>\n",
              "      <td>7.233282</td>\n",
              "      <td>7.649188</td>\n",
              "      <td>6.082739</td>\n",
              "      <td>7.634533</td>\n",
              "      <td>8.850877</td>\n",
              "      <td>7.916814</td>\n",
              "      <td>7.440676</td>\n",
              "      <td>8.375588</td>\n",
              "      <td>6.631123</td>\n",
              "      <td>7.440684</td>\n",
              "      <td>8.040348</td>\n",
              "      <td>8.502911</td>\n",
              "      <td>8.114711</td>\n",
              "      <td>7.788418</td>\n",
              "      <td>7.580872</td>\n",
              "      <td>7.450002</td>\n",
              "      <td>8.089248</td>\n",
              "      <td>4.127787</td>\n",
              "      <td>6.814977</td>\n",
              "      <td>8.255961</td>\n",
              "      <td>9.472599</td>\n",
              "      <td>7.519796</td>\n",
              "      <td>6.666297</td>\n",
              "      <td>7.471396</td>\n",
              "      <td>8.508437</td>\n",
              "      <td>6.082927</td>\n",
              "      <td>8.602941</td>\n",
              "      <td>6.864684</td>\n",
              "      <td>9.146427</td>\n",
              "      <td>7.370483</td>\n",
              "      <td>8.069029</td>\n",
              "      <td>9.095006</td>\n",
              "      <td>8.135767</td>\n",
              "      <td>2.573821</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>4.850889</td>\n",
              "      <td>10.080045</td>\n",
              "      <td>6.554946</td>\n",
              "      <td>8.820102</td>\n",
              "      <td>5.496644</td>\n",
              "      <td>6.955882</td>\n",
              "      <td>6.850774</td>\n",
              "      <td>10.618431</td>\n",
              "      <td>7.048705</td>\n",
              "      <td>5.944842</td>\n",
              "      <td>5.063619</td>\n",
              "      <td>5.797317</td>\n",
              "      <td>7.326447</td>\n",
              "      <td>8.203842</td>\n",
              "      <td>5.641112</td>\n",
              "      <td>5.889459</td>\n",
              "      <td>7.574768</td>\n",
              "      <td>6.314080</td>\n",
              "      <td>8.932708</td>\n",
              "      <td>8.026546</td>\n",
              "      <td>4.834696</td>\n",
              "      <td>9.446111</td>\n",
              "      <td>5.699343</td>\n",
              "      <td>4.002117</td>\n",
              "      <td>8.188777</td>\n",
              "      <td>4.969058</td>\n",
              "      <td>5.319791</td>\n",
              "      <td>6.457466</td>\n",
              "      <td>7.621180</td>\n",
              "      <td>7.968321</td>\n",
              "      <td>3.710470</td>\n",
              "      <td>7.793961</td>\n",
              "      <td>4.691696</td>\n",
              "      <td>7.462216</td>\n",
              "      <td>5.491356</td>\n",
              "      <td>2.595122</td>\n",
              "      <td>8.424893</td>\n",
              "      <td>8.421000</td>\n",
              "      <td>6.113009</td>\n",
              "      <td>8.133908</td>\n",
              "      <td>...</td>\n",
              "      <td>7.241967</td>\n",
              "      <td>6.466279</td>\n",
              "      <td>8.267143</td>\n",
              "      <td>5.274372</td>\n",
              "      <td>6.365358</td>\n",
              "      <td>8.573524</td>\n",
              "      <td>6.831245</td>\n",
              "      <td>5.417535</td>\n",
              "      <td>8.806302</td>\n",
              "      <td>8.685374</td>\n",
              "      <td>7.677159</td>\n",
              "      <td>5.322301</td>\n",
              "      <td>5.731058</td>\n",
              "      <td>9.196410</td>\n",
              "      <td>7.997377</td>\n",
              "      <td>8.439783</td>\n",
              "      <td>6.882748</td>\n",
              "      <td>7.850625</td>\n",
              "      <td>7.808378</td>\n",
              "      <td>5.579766</td>\n",
              "      <td>10.404177</td>\n",
              "      <td>9.262609</td>\n",
              "      <td>7.702273</td>\n",
              "      <td>5.992424</td>\n",
              "      <td>5.089270</td>\n",
              "      <td>5.519475</td>\n",
              "      <td>9.664148</td>\n",
              "      <td>9.763112</td>\n",
              "      <td>8.027416</td>\n",
              "      <td>8.305460</td>\n",
              "      <td>8.622212</td>\n",
              "      <td>9.087288</td>\n",
              "      <td>4.442249</td>\n",
              "      <td>9.153326</td>\n",
              "      <td>7.453219</td>\n",
              "      <td>8.685146</td>\n",
              "      <td>5.777257</td>\n",
              "      <td>8.671000</td>\n",
              "      <td>6.994216</td>\n",
              "      <td>3.772600</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>10.627251</td>\n",
              "      <td>10.530065</td>\n",
              "      <td>9.883053</td>\n",
              "      <td>9.286669</td>\n",
              "      <td>9.193683</td>\n",
              "      <td>8.005159</td>\n",
              "      <td>5.378973</td>\n",
              "      <td>10.369423</td>\n",
              "      <td>11.743623</td>\n",
              "      <td>5.743590</td>\n",
              "      <td>12.093612</td>\n",
              "      <td>10.745691</td>\n",
              "      <td>6.294413</td>\n",
              "      <td>9.087221</td>\n",
              "      <td>8.727744</td>\n",
              "      <td>12.291467</td>\n",
              "      <td>8.888752</td>\n",
              "      <td>13.333449</td>\n",
              "      <td>13.220998</td>\n",
              "      <td>9.508102</td>\n",
              "      <td>8.165686</td>\n",
              "      <td>9.377280</td>\n",
              "      <td>12.708125</td>\n",
              "      <td>13.870779</td>\n",
              "      <td>7.776604</td>\n",
              "      <td>14.569624</td>\n",
              "      <td>14.127656</td>\n",
              "      <td>7.933856</td>\n",
              "      <td>9.589194</td>\n",
              "      <td>4.059528</td>\n",
              "      <td>13.474428</td>\n",
              "      <td>7.653325</td>\n",
              "      <td>14.105843</td>\n",
              "      <td>8.381725</td>\n",
              "      <td>13.560166</td>\n",
              "      <td>13.945279</td>\n",
              "      <td>6.558384</td>\n",
              "      <td>7.953294</td>\n",
              "      <td>12.082721</td>\n",
              "      <td>6.192186</td>\n",
              "      <td>...</td>\n",
              "      <td>7.023547</td>\n",
              "      <td>8.154786</td>\n",
              "      <td>8.554613</td>\n",
              "      <td>7.831819</td>\n",
              "      <td>7.045689</td>\n",
              "      <td>7.067999</td>\n",
              "      <td>9.023414</td>\n",
              "      <td>7.770647</td>\n",
              "      <td>11.677411</td>\n",
              "      <td>7.857919</td>\n",
              "      <td>7.116519</td>\n",
              "      <td>6.650215</td>\n",
              "      <td>7.278622</td>\n",
              "      <td>11.008909</td>\n",
              "      <td>6.542767</td>\n",
              "      <td>6.960582</td>\n",
              "      <td>8.769583</td>\n",
              "      <td>7.190951</td>\n",
              "      <td>7.573419</td>\n",
              "      <td>8.954409</td>\n",
              "      <td>10.910917</td>\n",
              "      <td>9.763776</td>\n",
              "      <td>7.100918</td>\n",
              "      <td>8.009699</td>\n",
              "      <td>7.021071</td>\n",
              "      <td>5.428547</td>\n",
              "      <td>7.398720</td>\n",
              "      <td>9.165770</td>\n",
              "      <td>7.543614</td>\n",
              "      <td>7.783043</td>\n",
              "      <td>9.018780</td>\n",
              "      <td>8.237481</td>\n",
              "      <td>5.061083</td>\n",
              "      <td>7.497200</td>\n",
              "      <td>9.347871</td>\n",
              "      <td>9.505100</td>\n",
              "      <td>7.679409</td>\n",
              "      <td>11.826834</td>\n",
              "      <td>8.416407</td>\n",
              "      <td>5.187041</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>6.161992</td>\n",
              "      <td>3.414555</td>\n",
              "      <td>5.237843</td>\n",
              "      <td>4.963895</td>\n",
              "      <td>4.195710</td>\n",
              "      <td>4.976611</td>\n",
              "      <td>5.058529</td>\n",
              "      <td>5.652403</td>\n",
              "      <td>4.285321</td>\n",
              "      <td>2.561057</td>\n",
              "      <td>5.382408</td>\n",
              "      <td>5.612851</td>\n",
              "      <td>4.378262</td>\n",
              "      <td>5.908791</td>\n",
              "      <td>2.405802</td>\n",
              "      <td>4.141694</td>\n",
              "      <td>4.166450</td>\n",
              "      <td>4.977788</td>\n",
              "      <td>1.933157</td>\n",
              "      <td>2.981232</td>\n",
              "      <td>4.691316</td>\n",
              "      <td>6.005425</td>\n",
              "      <td>3.453281</td>\n",
              "      <td>1.932401</td>\n",
              "      <td>4.769089</td>\n",
              "      <td>2.839738</td>\n",
              "      <td>2.040998</td>\n",
              "      <td>5.912566</td>\n",
              "      <td>6.083367</td>\n",
              "      <td>4.097762</td>\n",
              "      <td>2.123832</td>\n",
              "      <td>6.155749</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>6.283055</td>\n",
              "      <td>4.155231</td>\n",
              "      <td>1.422664</td>\n",
              "      <td>3.138962</td>\n",
              "      <td>3.536140</td>\n",
              "      <td>5.103569</td>\n",
              "      <td>0.910349</td>\n",
              "      <td>...</td>\n",
              "      <td>3.554825</td>\n",
              "      <td>4.911858</td>\n",
              "      <td>5.632039</td>\n",
              "      <td>4.286682</td>\n",
              "      <td>4.020036</td>\n",
              "      <td>2.301552</td>\n",
              "      <td>3.738738</td>\n",
              "      <td>4.467631</td>\n",
              "      <td>4.122595</td>\n",
              "      <td>3.631013</td>\n",
              "      <td>5.114133</td>\n",
              "      <td>4.774027</td>\n",
              "      <td>7.378332</td>\n",
              "      <td>4.973600</td>\n",
              "      <td>4.113923</td>\n",
              "      <td>4.006316</td>\n",
              "      <td>5.999536</td>\n",
              "      <td>5.493450</td>\n",
              "      <td>4.899584</td>\n",
              "      <td>6.337124</td>\n",
              "      <td>5.830312</td>\n",
              "      <td>6.009718</td>\n",
              "      <td>4.749331</td>\n",
              "      <td>1.487385</td>\n",
              "      <td>3.454055</td>\n",
              "      <td>4.931311</td>\n",
              "      <td>5.877263</td>\n",
              "      <td>4.424486</td>\n",
              "      <td>4.832890</td>\n",
              "      <td>3.426683</td>\n",
              "      <td>7.177308</td>\n",
              "      <td>3.649690</td>\n",
              "      <td>4.101192</td>\n",
              "      <td>4.140190</td>\n",
              "      <td>5.498616</td>\n",
              "      <td>5.328929</td>\n",
              "      <td>3.901169</td>\n",
              "      <td>6.302850</td>\n",
              "      <td>4.488859</td>\n",
              "      <td>2.869086</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>8.323748</td>\n",
              "      <td>10.067165</td>\n",
              "      <td>9.809704</td>\n",
              "      <td>8.283607</td>\n",
              "      <td>9.646168</td>\n",
              "      <td>8.362466</td>\n",
              "      <td>11.117825</td>\n",
              "      <td>9.692009</td>\n",
              "      <td>7.611047</td>\n",
              "      <td>11.146435</td>\n",
              "      <td>9.145988</td>\n",
              "      <td>9.968969</td>\n",
              "      <td>8.618268</td>\n",
              "      <td>10.347688</td>\n",
              "      <td>7.461054</td>\n",
              "      <td>11.990292</td>\n",
              "      <td>11.361681</td>\n",
              "      <td>8.445859</td>\n",
              "      <td>9.480140</td>\n",
              "      <td>8.319826</td>\n",
              "      <td>9.853832</td>\n",
              "      <td>10.375235</td>\n",
              "      <td>10.338592</td>\n",
              "      <td>8.935849</td>\n",
              "      <td>9.782610</td>\n",
              "      <td>10.193193</td>\n",
              "      <td>8.564020</td>\n",
              "      <td>10.901787</td>\n",
              "      <td>7.976576</td>\n",
              "      <td>7.814896</td>\n",
              "      <td>11.424298</td>\n",
              "      <td>9.849837</td>\n",
              "      <td>9.598557</td>\n",
              "      <td>8.328446</td>\n",
              "      <td>8.196563</td>\n",
              "      <td>8.967973</td>\n",
              "      <td>7.053470</td>\n",
              "      <td>9.981681</td>\n",
              "      <td>10.757423</td>\n",
              "      <td>9.946801</td>\n",
              "      <td>...</td>\n",
              "      <td>11.342314</td>\n",
              "      <td>10.407830</td>\n",
              "      <td>11.003746</td>\n",
              "      <td>10.694927</td>\n",
              "      <td>10.047165</td>\n",
              "      <td>10.679636</td>\n",
              "      <td>10.033574</td>\n",
              "      <td>10.382492</td>\n",
              "      <td>9.833253</td>\n",
              "      <td>10.905610</td>\n",
              "      <td>10.609746</td>\n",
              "      <td>9.958122</td>\n",
              "      <td>11.163832</td>\n",
              "      <td>10.250598</td>\n",
              "      <td>10.414135</td>\n",
              "      <td>9.893872</td>\n",
              "      <td>10.562748</td>\n",
              "      <td>11.039014</td>\n",
              "      <td>8.573935</td>\n",
              "      <td>10.433410</td>\n",
              "      <td>10.702920</td>\n",
              "      <td>10.345342</td>\n",
              "      <td>10.014483</td>\n",
              "      <td>9.144830</td>\n",
              "      <td>10.570235</td>\n",
              "      <td>9.743919</td>\n",
              "      <td>9.062233</td>\n",
              "      <td>10.407759</td>\n",
              "      <td>9.933308</td>\n",
              "      <td>10.679077</td>\n",
              "      <td>11.754888</td>\n",
              "      <td>10.778451</td>\n",
              "      <td>8.441653</td>\n",
              "      <td>11.093775</td>\n",
              "      <td>11.068121</td>\n",
              "      <td>10.573584</td>\n",
              "      <td>10.663764</td>\n",
              "      <td>10.831970</td>\n",
              "      <td>10.625608</td>\n",
              "      <td>1.463133</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.662775</td>\n",
              "      <td>0.827494</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.014284</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>4.090938</td>\n",
              "      <td>5.446948</td>\n",
              "      <td>0.684190</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.471031</td>\n",
              "      <td>1.655214</td>\n",
              "      <td>0.944933</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.977788</td>\n",
              "      <td>3.008487</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.525267</td>\n",
              "      <td>0.483468</td>\n",
              "      <td>1.268135</td>\n",
              "      <td>3.551984</td>\n",
              "      <td>0.961623</td>\n",
              "      <td>1.027437</td>\n",
              "      <td>0.524866</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.554331</td>\n",
              "      <td>1.592206</td>\n",
              "      <td>1.040612</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.589572</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.525868</td>\n",
              "      <td>...</td>\n",
              "      <td>0.599696</td>\n",
              "      <td>8.892301</td>\n",
              "      <td>6.968036</td>\n",
              "      <td>5.066523</td>\n",
              "      <td>5.534709</td>\n",
              "      <td>0.186219</td>\n",
              "      <td>7.884487</td>\n",
              "      <td>3.579254</td>\n",
              "      <td>-0.916511</td>\n",
              "      <td>1.754162</td>\n",
              "      <td>2.592453</td>\n",
              "      <td>7.712606</td>\n",
              "      <td>3.325861</td>\n",
              "      <td>3.606794</td>\n",
              "      <td>0.421702</td>\n",
              "      <td>-0.916511</td>\n",
              "      <td>8.134816</td>\n",
              "      <td>6.483749</td>\n",
              "      <td>1.132506</td>\n",
              "      <td>7.310856</td>\n",
              "      <td>3.857891</td>\n",
              "      <td>4.312423</td>\n",
              "      <td>4.037224</td>\n",
              "      <td>1.572834</td>\n",
              "      <td>2.235467</td>\n",
              "      <td>3.536981</td>\n",
              "      <td>6.106401</td>\n",
              "      <td>4.936184</td>\n",
              "      <td>0.894932</td>\n",
              "      <td>4.840517</td>\n",
              "      <td>1.520280</td>\n",
              "      <td>5.522462</td>\n",
              "      <td>4.844333</td>\n",
              "      <td>2.552017</td>\n",
              "      <td>5.017563</td>\n",
              "      <td>2.033384</td>\n",
              "      <td>8.393526</td>\n",
              "      <td>-0.118404</td>\n",
              "      <td>5.320540</td>\n",
              "      <td>11.021577</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>0.565890</td>\n",
              "      <td>0.852239</td>\n",
              "      <td>7.367406</td>\n",
              "      <td>3.657514</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.891030</td>\n",
              "      <td>3.607555</td>\n",
              "      <td>1.014284</td>\n",
              "      <td>8.102154</td>\n",
              "      <td>0.531668</td>\n",
              "      <td>1.825582</td>\n",
              "      <td>2.214374</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>9.311576</td>\n",
              "      <td>5.528043</td>\n",
              "      <td>2.232753</td>\n",
              "      <td>2.943621</td>\n",
              "      <td>3.448386</td>\n",
              "      <td>7.882074</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.909428</td>\n",
              "      <td>1.760774</td>\n",
              "      <td>3.240421</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>0.559541</td>\n",
              "      <td>3.508961</td>\n",
              "      <td>4.600258</td>\n",
              "      <td>2.085119</td>\n",
              "      <td>2.047818</td>\n",
              "      <td>3.282766</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>4.064693</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>5.361189</td>\n",
              "      <td>1.422664</td>\n",
              "      <td>0.545277</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>5.734699</td>\n",
              "      <td>0.910349</td>\n",
              "      <td>...</td>\n",
              "      <td>5.866601</td>\n",
              "      <td>5.490244</td>\n",
              "      <td>2.492216</td>\n",
              "      <td>0.853373</td>\n",
              "      <td>4.363053</td>\n",
              "      <td>6.670752</td>\n",
              "      <td>5.750446</td>\n",
              "      <td>4.796007</td>\n",
              "      <td>0.202198</td>\n",
              "      <td>5.892693</td>\n",
              "      <td>2.451806</td>\n",
              "      <td>5.889873</td>\n",
              "      <td>5.836091</td>\n",
              "      <td>4.101988</td>\n",
              "      <td>1.591065</td>\n",
              "      <td>1.648716</td>\n",
              "      <td>8.118125</td>\n",
              "      <td>3.128780</td>\n",
              "      <td>7.941323</td>\n",
              "      <td>6.276020</td>\n",
              "      <td>7.153105</td>\n",
              "      <td>0.996932</td>\n",
              "      <td>2.468846</td>\n",
              "      <td>4.835473</td>\n",
              "      <td>3.413676</td>\n",
              "      <td>2.097077</td>\n",
              "      <td>1.331880</td>\n",
              "      <td>1.442649</td>\n",
              "      <td>2.428530</td>\n",
              "      <td>3.311047</td>\n",
              "      <td>6.042442</td>\n",
              "      <td>3.914294</td>\n",
              "      <td>7.084860</td>\n",
              "      <td>7.974536</td>\n",
              "      <td>8.502233</td>\n",
              "      <td>1.270242</td>\n",
              "      <td>7.639674</td>\n",
              "      <td>8.226593</td>\n",
              "      <td>5.393858</td>\n",
              "      <td>9.442860</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>5.435199</td>\n",
              "      <td>3.795372</td>\n",
              "      <td>5.044189</td>\n",
              "      <td>7.141606</td>\n",
              "      <td>6.123902</td>\n",
              "      <td>4.189690</td>\n",
              "      <td>1.619225</td>\n",
              "      <td>4.632187</td>\n",
              "      <td>5.648301</td>\n",
              "      <td>2.042329</td>\n",
              "      <td>5.925914</td>\n",
              "      <td>5.988685</td>\n",
              "      <td>2.961123</td>\n",
              "      <td>5.454877</td>\n",
              "      <td>5.641112</td>\n",
              "      <td>5.316613</td>\n",
              "      <td>5.882883</td>\n",
              "      <td>5.233171</td>\n",
              "      <td>4.200308</td>\n",
              "      <td>3.503959</td>\n",
              "      <td>4.498034</td>\n",
              "      <td>5.860285</td>\n",
              "      <td>4.210833</td>\n",
              "      <td>5.625177</td>\n",
              "      <td>3.763263</td>\n",
              "      <td>6.664454</td>\n",
              "      <td>6.320485</td>\n",
              "      <td>5.459474</td>\n",
              "      <td>5.891789</td>\n",
              "      <td>2.047818</td>\n",
              "      <td>6.518537</td>\n",
              "      <td>5.344850</td>\n",
              "      <td>6.389045</td>\n",
              "      <td>4.497842</td>\n",
              "      <td>7.188737</td>\n",
              "      <td>6.910936</td>\n",
              "      <td>5.051124</td>\n",
              "      <td>4.713685</td>\n",
              "      <td>5.734699</td>\n",
              "      <td>5.159488</td>\n",
              "      <td>...</td>\n",
              "      <td>2.526372</td>\n",
              "      <td>3.342223</td>\n",
              "      <td>3.022955</td>\n",
              "      <td>5.115477</td>\n",
              "      <td>2.228884</td>\n",
              "      <td>1.141214</td>\n",
              "      <td>7.373419</td>\n",
              "      <td>2.607539</td>\n",
              "      <td>5.505250</td>\n",
              "      <td>2.459465</td>\n",
              "      <td>1.175115</td>\n",
              "      <td>7.359555</td>\n",
              "      <td>2.156522</td>\n",
              "      <td>3.583732</td>\n",
              "      <td>0.046589</td>\n",
              "      <td>1.982551</td>\n",
              "      <td>3.046708</td>\n",
              "      <td>0.969514</td>\n",
              "      <td>2.797465</td>\n",
              "      <td>3.642042</td>\n",
              "      <td>2.950382</td>\n",
              "      <td>2.155407</td>\n",
              "      <td>1.056136</td>\n",
              "      <td>0.815185</td>\n",
              "      <td>2.266941</td>\n",
              "      <td>1.340846</td>\n",
              "      <td>2.556571</td>\n",
              "      <td>3.270639</td>\n",
              "      <td>1.844719</td>\n",
              "      <td>2.643454</td>\n",
              "      <td>1.418100</td>\n",
              "      <td>0.793523</td>\n",
              "      <td>3.793040</td>\n",
              "      <td>0.893321</td>\n",
              "      <td>1.927940</td>\n",
              "      <td>0.501640</td>\n",
              "      <td>2.922890</td>\n",
              "      <td>1.345820</td>\n",
              "      <td>5.573130</td>\n",
              "      <td>3.766860</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>9.653768</td>\n",
              "      <td>9.956353</td>\n",
              "      <td>11.582156</td>\n",
              "      <td>11.716417</td>\n",
              "      <td>8.655985</td>\n",
              "      <td>10.342330</td>\n",
              "      <td>9.904979</td>\n",
              "      <td>10.496075</td>\n",
              "      <td>9.074289</td>\n",
              "      <td>10.805397</td>\n",
              "      <td>7.805073</td>\n",
              "      <td>11.688845</td>\n",
              "      <td>11.312877</td>\n",
              "      <td>11.976274</td>\n",
              "      <td>10.471452</td>\n",
              "      <td>10.582057</td>\n",
              "      <td>12.374803</td>\n",
              "      <td>9.967226</td>\n",
              "      <td>9.505540</td>\n",
              "      <td>9.671815</td>\n",
              "      <td>9.508322</td>\n",
              "      <td>8.715657</td>\n",
              "      <td>11.189349</td>\n",
              "      <td>11.192564</td>\n",
              "      <td>10.949870</td>\n",
              "      <td>10.557109</td>\n",
              "      <td>9.260094</td>\n",
              "      <td>9.648658</td>\n",
              "      <td>10.064150</td>\n",
              "      <td>8.844160</td>\n",
              "      <td>10.367306</td>\n",
              "      <td>11.568151</td>\n",
              "      <td>9.519373</td>\n",
              "      <td>9.159707</td>\n",
              "      <td>9.710805</td>\n",
              "      <td>10.387457</td>\n",
              "      <td>9.869305</td>\n",
              "      <td>10.618312</td>\n",
              "      <td>11.228897</td>\n",
              "      <td>10.376191</td>\n",
              "      <td>...</td>\n",
              "      <td>11.742971</td>\n",
              "      <td>9.641917</td>\n",
              "      <td>10.391170</td>\n",
              "      <td>9.122479</td>\n",
              "      <td>10.171211</td>\n",
              "      <td>9.300188</td>\n",
              "      <td>10.067133</td>\n",
              "      <td>8.063290</td>\n",
              "      <td>10.632407</td>\n",
              "      <td>10.983427</td>\n",
              "      <td>9.908909</td>\n",
              "      <td>11.903624</td>\n",
              "      <td>10.205624</td>\n",
              "      <td>10.382613</td>\n",
              "      <td>9.190624</td>\n",
              "      <td>10.411411</td>\n",
              "      <td>9.919404</td>\n",
              "      <td>11.018418</td>\n",
              "      <td>10.770566</td>\n",
              "      <td>9.261348</td>\n",
              "      <td>10.569061</td>\n",
              "      <td>10.688004</td>\n",
              "      <td>9.283352</td>\n",
              "      <td>9.036734</td>\n",
              "      <td>9.359702</td>\n",
              "      <td>10.958654</td>\n",
              "      <td>10.762873</td>\n",
              "      <td>11.691335</td>\n",
              "      <td>10.202285</td>\n",
              "      <td>9.829529</td>\n",
              "      <td>10.116717</td>\n",
              "      <td>9.309937</td>\n",
              "      <td>10.909804</td>\n",
              "      <td>9.659484</td>\n",
              "      <td>10.013305</td>\n",
              "      <td>9.466069</td>\n",
              "      <td>10.253889</td>\n",
              "      <td>10.060705</td>\n",
              "      <td>9.577039</td>\n",
              "      <td>1.604908</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>9.512912</td>\n",
              "      <td>10.101936</td>\n",
              "      <td>12.233707</td>\n",
              "      <td>11.972556</td>\n",
              "      <td>9.756543</td>\n",
              "      <td>9.674697</td>\n",
              "      <td>6.829380</td>\n",
              "      <td>8.567568</td>\n",
              "      <td>11.331242</td>\n",
              "      <td>7.576053</td>\n",
              "      <td>10.089345</td>\n",
              "      <td>11.476083</td>\n",
              "      <td>7.512235</td>\n",
              "      <td>11.794542</td>\n",
              "      <td>9.880435</td>\n",
              "      <td>12.221651</td>\n",
              "      <td>9.972362</td>\n",
              "      <td>11.323280</td>\n",
              "      <td>10.647467</td>\n",
              "      <td>8.367677</td>\n",
              "      <td>8.411964</td>\n",
              "      <td>9.667951</td>\n",
              "      <td>12.331916</td>\n",
              "      <td>13.806006</td>\n",
              "      <td>9.491514</td>\n",
              "      <td>13.321731</td>\n",
              "      <td>12.198242</td>\n",
              "      <td>11.010745</td>\n",
              "      <td>10.188848</td>\n",
              "      <td>9.281091</td>\n",
              "      <td>13.138800</td>\n",
              "      <td>9.989153</td>\n",
              "      <td>13.532928</td>\n",
              "      <td>8.780645</td>\n",
              "      <td>11.783911</td>\n",
              "      <td>14.302732</td>\n",
              "      <td>9.745846</td>\n",
              "      <td>9.853748</td>\n",
              "      <td>11.951416</td>\n",
              "      <td>6.183485</td>\n",
              "      <td>...</td>\n",
              "      <td>8.975080</td>\n",
              "      <td>6.297028</td>\n",
              "      <td>8.794765</td>\n",
              "      <td>6.130320</td>\n",
              "      <td>8.850403</td>\n",
              "      <td>8.167599</td>\n",
              "      <td>9.540823</td>\n",
              "      <td>7.265961</td>\n",
              "      <td>11.167952</td>\n",
              "      <td>5.934700</td>\n",
              "      <td>5.690067</td>\n",
              "      <td>10.400342</td>\n",
              "      <td>7.315927</td>\n",
              "      <td>6.803304</td>\n",
              "      <td>6.919641</td>\n",
              "      <td>10.545721</td>\n",
              "      <td>6.394472</td>\n",
              "      <td>9.937642</td>\n",
              "      <td>4.749905</td>\n",
              "      <td>6.267568</td>\n",
              "      <td>6.418747</td>\n",
              "      <td>9.910849</td>\n",
              "      <td>8.239844</td>\n",
              "      <td>6.371374</td>\n",
              "      <td>6.146758</td>\n",
              "      <td>8.104483</td>\n",
              "      <td>4.615156</td>\n",
              "      <td>6.749049</td>\n",
              "      <td>7.530471</td>\n",
              "      <td>7.741589</td>\n",
              "      <td>7.590572</td>\n",
              "      <td>4.925079</td>\n",
              "      <td>4.409820</td>\n",
              "      <td>8.705076</td>\n",
              "      <td>9.633295</td>\n",
              "      <td>7.327616</td>\n",
              "      <td>8.325574</td>\n",
              "      <td>7.252077</td>\n",
              "      <td>7.644224</td>\n",
              "      <td>5.336377</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>10.992924</td>\n",
              "      <td>8.074436</td>\n",
              "      <td>9.780843</td>\n",
              "      <td>9.493049</td>\n",
              "      <td>9.828362</td>\n",
              "      <td>9.907622</td>\n",
              "      <td>6.786688</td>\n",
              "      <td>10.167581</td>\n",
              "      <td>8.624843</td>\n",
              "      <td>7.701799</td>\n",
              "      <td>9.537929</td>\n",
              "      <td>9.975074</td>\n",
              "      <td>10.167820</td>\n",
              "      <td>10.985998</td>\n",
              "      <td>7.638849</td>\n",
              "      <td>8.733378</td>\n",
              "      <td>9.496960</td>\n",
              "      <td>9.896249</td>\n",
              "      <td>8.961548</td>\n",
              "      <td>8.000969</td>\n",
              "      <td>9.696568</td>\n",
              "      <td>10.789884</td>\n",
              "      <td>9.258627</td>\n",
              "      <td>8.581803</td>\n",
              "      <td>10.347500</td>\n",
              "      <td>8.698861</td>\n",
              "      <td>7.751102</td>\n",
              "      <td>10.399043</td>\n",
              "      <td>10.102107</td>\n",
              "      <td>10.213469</td>\n",
              "      <td>9.125452</td>\n",
              "      <td>11.315772</td>\n",
              "      <td>8.493431</td>\n",
              "      <td>11.006123</td>\n",
              "      <td>9.324995</td>\n",
              "      <td>9.166703</td>\n",
              "      <td>8.780300</td>\n",
              "      <td>7.982383</td>\n",
              "      <td>9.284572</td>\n",
              "      <td>6.758889</td>\n",
              "      <td>...</td>\n",
              "      <td>8.724209</td>\n",
              "      <td>9.110195</td>\n",
              "      <td>7.944465</td>\n",
              "      <td>7.824163</td>\n",
              "      <td>7.159442</td>\n",
              "      <td>7.056245</td>\n",
              "      <td>8.638081</td>\n",
              "      <td>8.712834</td>\n",
              "      <td>9.367498</td>\n",
              "      <td>8.569684</td>\n",
              "      <td>8.694083</td>\n",
              "      <td>8.447635</td>\n",
              "      <td>8.350934</td>\n",
              "      <td>9.759458</td>\n",
              "      <td>5.890400</td>\n",
              "      <td>7.914666</td>\n",
              "      <td>9.449404</td>\n",
              "      <td>8.817582</td>\n",
              "      <td>9.290840</td>\n",
              "      <td>9.407491</td>\n",
              "      <td>10.013474</td>\n",
              "      <td>8.571645</td>\n",
              "      <td>8.821980</td>\n",
              "      <td>7.889061</td>\n",
              "      <td>8.120526</td>\n",
              "      <td>7.300040</td>\n",
              "      <td>7.452814</td>\n",
              "      <td>10.069285</td>\n",
              "      <td>9.014757</td>\n",
              "      <td>7.382955</td>\n",
              "      <td>8.109912</td>\n",
              "      <td>7.715163</td>\n",
              "      <td>8.583780</td>\n",
              "      <td>7.747194</td>\n",
              "      <td>8.253909</td>\n",
              "      <td>8.840669</td>\n",
              "      <td>7.517728</td>\n",
              "      <td>8.759674</td>\n",
              "      <td>8.889708</td>\n",
              "      <td>1.847810</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>3.945720</td>\n",
              "      <td>4.886882</td>\n",
              "      <td>4.361256</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>6.736388</td>\n",
              "      <td>2.967003</td>\n",
              "      <td>8.333562</td>\n",
              "      <td>2.831796</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>8.938686</td>\n",
              "      <td>4.281535</td>\n",
              "      <td>4.015239</td>\n",
              "      <td>1.431249</td>\n",
              "      <td>5.012444</td>\n",
              "      <td>3.091497</td>\n",
              "      <td>4.352370</td>\n",
              "      <td>3.975043</td>\n",
              "      <td>3.880686</td>\n",
              "      <td>3.561412</td>\n",
              "      <td>2.286674</td>\n",
              "      <td>10.951918</td>\n",
              "      <td>4.548307</td>\n",
              "      <td>4.637361</td>\n",
              "      <td>1.525016</td>\n",
              "      <td>4.047739</td>\n",
              "      <td>0.961623</td>\n",
              "      <td>2.212414</td>\n",
              "      <td>4.178938</td>\n",
              "      <td>3.932581</td>\n",
              "      <td>4.171327</td>\n",
              "      <td>2.123832</td>\n",
              "      <td>3.881870</td>\n",
              "      <td>1.800869</td>\n",
              "      <td>3.889464</td>\n",
              "      <td>2.900780</td>\n",
              "      <td>4.325466</td>\n",
              "      <td>2.483751</td>\n",
              "      <td>1.594166</td>\n",
              "      <td>4.084507</td>\n",
              "      <td>1.464145</td>\n",
              "      <td>...</td>\n",
              "      <td>4.420982</td>\n",
              "      <td>7.839437</td>\n",
              "      <td>8.223144</td>\n",
              "      <td>5.014000</td>\n",
              "      <td>8.626902</td>\n",
              "      <td>8.157522</td>\n",
              "      <td>4.146002</td>\n",
              "      <td>8.743378</td>\n",
              "      <td>5.285130</td>\n",
              "      <td>6.417578</td>\n",
              "      <td>7.011384</td>\n",
              "      <td>5.258576</td>\n",
              "      <td>9.564666</td>\n",
              "      <td>5.968069</td>\n",
              "      <td>6.613814</td>\n",
              "      <td>6.651976</td>\n",
              "      <td>7.231363</td>\n",
              "      <td>7.418904</td>\n",
              "      <td>4.760042</td>\n",
              "      <td>7.018718</td>\n",
              "      <td>5.978209</td>\n",
              "      <td>7.955362</td>\n",
              "      <td>6.754092</td>\n",
              "      <td>3.373472</td>\n",
              "      <td>5.851082</td>\n",
              "      <td>4.869381</td>\n",
              "      <td>4.272778</td>\n",
              "      <td>5.262637</td>\n",
              "      <td>6.863764</td>\n",
              "      <td>6.964553</td>\n",
              "      <td>8.899943</td>\n",
              "      <td>5.443849</td>\n",
              "      <td>5.344167</td>\n",
              "      <td>4.712886</td>\n",
              "      <td>8.353245</td>\n",
              "      <td>7.127355</td>\n",
              "      <td>6.797550</td>\n",
              "      <td>8.414720</td>\n",
              "      <td>7.484288</td>\n",
              "      <td>5.390469</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>8.755942</td>\n",
              "      <td>7.727771</td>\n",
              "      <td>8.713905</td>\n",
              "      <td>10.994162</td>\n",
              "      <td>8.635856</td>\n",
              "      <td>9.264724</td>\n",
              "      <td>7.939632</td>\n",
              "      <td>8.129922</td>\n",
              "      <td>9.372286</td>\n",
              "      <td>7.430862</td>\n",
              "      <td>8.874038</td>\n",
              "      <td>9.294207</td>\n",
              "      <td>8.814086</td>\n",
              "      <td>8.929356</td>\n",
              "      <td>8.393815</td>\n",
              "      <td>8.249934</td>\n",
              "      <td>9.349823</td>\n",
              "      <td>10.298727</td>\n",
              "      <td>7.870537</td>\n",
              "      <td>9.530978</td>\n",
              "      <td>8.358383</td>\n",
              "      <td>5.226952</td>\n",
              "      <td>8.738086</td>\n",
              "      <td>7.988980</td>\n",
              "      <td>9.344915</td>\n",
              "      <td>8.467422</td>\n",
              "      <td>8.777074</td>\n",
              "      <td>7.899804</td>\n",
              "      <td>8.731974</td>\n",
              "      <td>8.280293</td>\n",
              "      <td>7.816017</td>\n",
              "      <td>10.622583</td>\n",
              "      <td>8.539112</td>\n",
              "      <td>7.165088</td>\n",
              "      <td>9.362338</td>\n",
              "      <td>8.394896</td>\n",
              "      <td>8.912701</td>\n",
              "      <td>8.005237</td>\n",
              "      <td>9.851869</td>\n",
              "      <td>9.744968</td>\n",
              "      <td>...</td>\n",
              "      <td>10.501288</td>\n",
              "      <td>8.759109</td>\n",
              "      <td>7.530008</td>\n",
              "      <td>8.345933</td>\n",
              "      <td>7.876812</td>\n",
              "      <td>7.222444</td>\n",
              "      <td>8.056607</td>\n",
              "      <td>6.536124</td>\n",
              "      <td>6.806093</td>\n",
              "      <td>8.161750</td>\n",
              "      <td>8.074520</td>\n",
              "      <td>9.684947</td>\n",
              "      <td>6.906187</td>\n",
              "      <td>8.694527</td>\n",
              "      <td>6.873756</td>\n",
              "      <td>9.069694</td>\n",
              "      <td>8.130581</td>\n",
              "      <td>9.071792</td>\n",
              "      <td>8.813412</td>\n",
              "      <td>8.452450</td>\n",
              "      <td>8.344282</td>\n",
              "      <td>8.121123</td>\n",
              "      <td>8.551372</td>\n",
              "      <td>8.369701</td>\n",
              "      <td>7.163547</td>\n",
              "      <td>9.284147</td>\n",
              "      <td>7.146845</td>\n",
              "      <td>8.557408</td>\n",
              "      <td>7.986025</td>\n",
              "      <td>7.596953</td>\n",
              "      <td>8.429065</td>\n",
              "      <td>8.755197</td>\n",
              "      <td>8.178341</td>\n",
              "      <td>8.316836</td>\n",
              "      <td>7.757642</td>\n",
              "      <td>8.693252</td>\n",
              "      <td>8.493603</td>\n",
              "      <td>8.149330</td>\n",
              "      <td>8.116324</td>\n",
              "      <td>1.593398</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>2.412185</td>\n",
              "      <td>6.942479</td>\n",
              "      <td>10.419634</td>\n",
              "      <td>9.941318</td>\n",
              "      <td>12.288188</td>\n",
              "      <td>10.018339</td>\n",
              "      <td>7.123263</td>\n",
              "      <td>10.405673</td>\n",
              "      <td>9.896985</td>\n",
              "      <td>2.190520</td>\n",
              "      <td>9.221722</td>\n",
              "      <td>10.799727</td>\n",
              "      <td>8.552415</td>\n",
              "      <td>10.696837</td>\n",
              "      <td>4.623305</td>\n",
              "      <td>10.097189</td>\n",
              "      <td>8.705052</td>\n",
              "      <td>8.578893</td>\n",
              "      <td>9.719230</td>\n",
              "      <td>7.412756</td>\n",
              "      <td>12.580810</td>\n",
              "      <td>9.317960</td>\n",
              "      <td>11.501922</td>\n",
              "      <td>11.139206</td>\n",
              "      <td>9.098480</td>\n",
              "      <td>10.631805</td>\n",
              "      <td>9.958218</td>\n",
              "      <td>10.645785</td>\n",
              "      <td>9.347752</td>\n",
              "      <td>9.468763</td>\n",
              "      <td>10.618496</td>\n",
              "      <td>7.229290</td>\n",
              "      <td>10.205842</td>\n",
              "      <td>6.420329</td>\n",
              "      <td>7.770400</td>\n",
              "      <td>10.262741</td>\n",
              "      <td>9.235404</td>\n",
              "      <td>9.861597</td>\n",
              "      <td>9.301263</td>\n",
              "      <td>11.278873</td>\n",
              "      <td>...</td>\n",
              "      <td>3.940111</td>\n",
              "      <td>6.075245</td>\n",
              "      <td>7.291922</td>\n",
              "      <td>2.599630</td>\n",
              "      <td>8.555479</td>\n",
              "      <td>7.451467</td>\n",
              "      <td>3.576649</td>\n",
              "      <td>9.663712</td>\n",
              "      <td>8.265525</td>\n",
              "      <td>5.325280</td>\n",
              "      <td>5.265374</td>\n",
              "      <td>1.738314</td>\n",
              "      <td>7.245730</td>\n",
              "      <td>4.875941</td>\n",
              "      <td>5.653265</td>\n",
              "      <td>6.839379</td>\n",
              "      <td>7.247139</td>\n",
              "      <td>6.599453</td>\n",
              "      <td>3.337514</td>\n",
              "      <td>7.760162</td>\n",
              "      <td>3.587570</td>\n",
              "      <td>7.156842</td>\n",
              "      <td>5.917654</td>\n",
              "      <td>2.984170</td>\n",
              "      <td>4.441325</td>\n",
              "      <td>4.302937</td>\n",
              "      <td>2.796677</td>\n",
              "      <td>4.972549</td>\n",
              "      <td>7.221293</td>\n",
              "      <td>4.482558</td>\n",
              "      <td>9.871956</td>\n",
              "      <td>3.274463</td>\n",
              "      <td>5.564545</td>\n",
              "      <td>0.993872</td>\n",
              "      <td>8.403033</td>\n",
              "      <td>7.402191</td>\n",
              "      <td>5.994379</td>\n",
              "      <td>9.820930</td>\n",
              "      <td>6.957166</td>\n",
              "      <td>8.078840</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>5.210354</td>\n",
              "      <td>5.380788</td>\n",
              "      <td>5.346879</td>\n",
              "      <td>5.592463</td>\n",
              "      <td>4.909797</td>\n",
              "      <td>3.985646</td>\n",
              "      <td>7.887562</td>\n",
              "      <td>4.727839</td>\n",
              "      <td>6.840916</td>\n",
              "      <td>4.301185</td>\n",
              "      <td>5.360234</td>\n",
              "      <td>5.481858</td>\n",
              "      <td>3.920322</td>\n",
              "      <td>6.310811</td>\n",
              "      <td>3.554392</td>\n",
              "      <td>5.349719</td>\n",
              "      <td>4.772282</td>\n",
              "      <td>5.824837</td>\n",
              "      <td>4.668482</td>\n",
              "      <td>2.006190</td>\n",
              "      <td>8.257633</td>\n",
              "      <td>6.119174</td>\n",
              "      <td>4.726842</td>\n",
              "      <td>1.268135</td>\n",
              "      <td>4.465171</td>\n",
              "      <td>2.396132</td>\n",
              "      <td>2.212414</td>\n",
              "      <td>6.043099</td>\n",
              "      <td>5.595408</td>\n",
              "      <td>3.979870</td>\n",
              "      <td>4.097687</td>\n",
              "      <td>4.984380</td>\n",
              "      <td>3.914344</td>\n",
              "      <td>6.166454</td>\n",
              "      <td>5.059247</td>\n",
              "      <td>2.840544</td>\n",
              "      <td>3.138962</td>\n",
              "      <td>2.180657</td>\n",
              "      <td>5.477075</td>\n",
              "      <td>2.432291</td>\n",
              "      <td>...</td>\n",
              "      <td>4.414184</td>\n",
              "      <td>5.371048</td>\n",
              "      <td>7.737050</td>\n",
              "      <td>4.404471</td>\n",
              "      <td>8.078327</td>\n",
              "      <td>6.867781</td>\n",
              "      <td>2.331090</td>\n",
              "      <td>7.708682</td>\n",
              "      <td>4.399122</td>\n",
              "      <td>4.940314</td>\n",
              "      <td>6.045916</td>\n",
              "      <td>4.411776</td>\n",
              "      <td>8.036953</td>\n",
              "      <td>5.511204</td>\n",
              "      <td>5.664588</td>\n",
              "      <td>6.161235</td>\n",
              "      <td>6.896496</td>\n",
              "      <td>6.696722</td>\n",
              "      <td>4.080980</td>\n",
              "      <td>5.767620</td>\n",
              "      <td>4.535795</td>\n",
              "      <td>7.776611</td>\n",
              "      <td>5.232101</td>\n",
              "      <td>1.648693</td>\n",
              "      <td>5.859243</td>\n",
              "      <td>3.609779</td>\n",
              "      <td>2.111719</td>\n",
              "      <td>5.002737</td>\n",
              "      <td>6.173866</td>\n",
              "      <td>5.256611</td>\n",
              "      <td>8.206558</td>\n",
              "      <td>3.965950</td>\n",
              "      <td>3.371370</td>\n",
              "      <td>2.439038</td>\n",
              "      <td>7.836639</td>\n",
              "      <td>5.513696</td>\n",
              "      <td>6.182832</td>\n",
              "      <td>6.952268</td>\n",
              "      <td>5.824487</td>\n",
              "      <td>3.741829</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>10.040769</td>\n",
              "      <td>11.470832</td>\n",
              "      <td>14.207777</td>\n",
              "      <td>7.741555</td>\n",
              "      <td>11.829830</td>\n",
              "      <td>12.045360</td>\n",
              "      <td>6.993210</td>\n",
              "      <td>11.579382</td>\n",
              "      <td>12.558971</td>\n",
              "      <td>4.595163</td>\n",
              "      <td>13.095756</td>\n",
              "      <td>9.587222</td>\n",
              "      <td>11.273201</td>\n",
              "      <td>13.420671</td>\n",
              "      <td>12.167487</td>\n",
              "      <td>12.588307</td>\n",
              "      <td>11.970163</td>\n",
              "      <td>10.927489</td>\n",
              "      <td>11.101569</td>\n",
              "      <td>12.355533</td>\n",
              "      <td>7.831396</td>\n",
              "      <td>10.947381</td>\n",
              "      <td>12.508000</td>\n",
              "      <td>11.303912</td>\n",
              "      <td>12.742290</td>\n",
              "      <td>9.447873</td>\n",
              "      <td>9.646780</td>\n",
              "      <td>13.634584</td>\n",
              "      <td>12.623587</td>\n",
              "      <td>12.342386</td>\n",
              "      <td>10.524248</td>\n",
              "      <td>12.806932</td>\n",
              "      <td>8.903315</td>\n",
              "      <td>11.714662</td>\n",
              "      <td>10.542355</td>\n",
              "      <td>8.458316</td>\n",
              "      <td>11.388222</td>\n",
              "      <td>13.170880</td>\n",
              "      <td>12.029622</td>\n",
              "      <td>13.172063</td>\n",
              "      <td>...</td>\n",
              "      <td>4.327298</td>\n",
              "      <td>7.906388</td>\n",
              "      <td>6.207103</td>\n",
              "      <td>7.744066</td>\n",
              "      <td>8.521585</td>\n",
              "      <td>7.303533</td>\n",
              "      <td>6.434888</td>\n",
              "      <td>8.254316</td>\n",
              "      <td>7.652454</td>\n",
              "      <td>6.237724</td>\n",
              "      <td>7.683631</td>\n",
              "      <td>5.340031</td>\n",
              "      <td>7.984605</td>\n",
              "      <td>5.533936</td>\n",
              "      <td>8.500305</td>\n",
              "      <td>7.482921</td>\n",
              "      <td>7.458324</td>\n",
              "      <td>6.482913</td>\n",
              "      <td>6.621980</td>\n",
              "      <td>9.477457</td>\n",
              "      <td>9.099164</td>\n",
              "      <td>8.447272</td>\n",
              "      <td>7.239330</td>\n",
              "      <td>11.715204</td>\n",
              "      <td>8.138987</td>\n",
              "      <td>5.228550</td>\n",
              "      <td>3.860491</td>\n",
              "      <td>4.574375</td>\n",
              "      <td>8.032675</td>\n",
              "      <td>8.272080</td>\n",
              "      <td>8.977537</td>\n",
              "      <td>5.744722</td>\n",
              "      <td>4.541988</td>\n",
              "      <td>5.302929</td>\n",
              "      <td>7.605262</td>\n",
              "      <td>8.905150</td>\n",
              "      <td>7.944818</td>\n",
              "      <td>8.368928</td>\n",
              "      <td>8.267570</td>\n",
              "      <td>5.764704</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>8.510143</td>\n",
              "      <td>12.435561</td>\n",
              "      <td>12.483257</td>\n",
              "      <td>7.832612</td>\n",
              "      <td>6.593421</td>\n",
              "      <td>8.738069</td>\n",
              "      <td>3.915550</td>\n",
              "      <td>9.676507</td>\n",
              "      <td>8.161948</td>\n",
              "      <td>2.941801</td>\n",
              "      <td>9.050562</td>\n",
              "      <td>3.960058</td>\n",
              "      <td>9.578514</td>\n",
              "      <td>12.972772</td>\n",
              "      <td>5.802622</td>\n",
              "      <td>6.865845</td>\n",
              "      <td>11.848697</td>\n",
              "      <td>9.202371</td>\n",
              "      <td>8.939626</td>\n",
              "      <td>10.072039</td>\n",
              "      <td>5.151964</td>\n",
              "      <td>4.841369</td>\n",
              "      <td>7.254433</td>\n",
              "      <td>5.251310</td>\n",
              "      <td>8.945578</td>\n",
              "      <td>4.653175</td>\n",
              "      <td>5.948313</td>\n",
              "      <td>10.140996</td>\n",
              "      <td>9.881781</td>\n",
              "      <td>11.127066</td>\n",
              "      <td>3.634477</td>\n",
              "      <td>6.912291</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>10.501340</td>\n",
              "      <td>5.002158</td>\n",
              "      <td>4.886243</td>\n",
              "      <td>11.462190</td>\n",
              "      <td>12.493423</td>\n",
              "      <td>10.048569</td>\n",
              "      <td>12.323339</td>\n",
              "      <td>...</td>\n",
              "      <td>2.716454</td>\n",
              "      <td>5.238181</td>\n",
              "      <td>4.400963</td>\n",
              "      <td>3.554030</td>\n",
              "      <td>3.850130</td>\n",
              "      <td>4.124343</td>\n",
              "      <td>3.844192</td>\n",
              "      <td>4.559045</td>\n",
              "      <td>5.680115</td>\n",
              "      <td>4.620338</td>\n",
              "      <td>4.216671</td>\n",
              "      <td>3.305114</td>\n",
              "      <td>3.925091</td>\n",
              "      <td>4.104224</td>\n",
              "      <td>4.740100</td>\n",
              "      <td>4.067079</td>\n",
              "      <td>4.599677</td>\n",
              "      <td>3.936524</td>\n",
              "      <td>2.987043</td>\n",
              "      <td>4.844824</td>\n",
              "      <td>4.141490</td>\n",
              "      <td>4.437754</td>\n",
              "      <td>3.890849</td>\n",
              "      <td>4.852641</td>\n",
              "      <td>4.551193</td>\n",
              "      <td>5.541862</td>\n",
              "      <td>2.834752</td>\n",
              "      <td>3.790339</td>\n",
              "      <td>4.431976</td>\n",
              "      <td>4.956876</td>\n",
              "      <td>4.577167</td>\n",
              "      <td>3.951450</td>\n",
              "      <td>2.412424</td>\n",
              "      <td>2.540160</td>\n",
              "      <td>7.102172</td>\n",
              "      <td>5.097148</td>\n",
              "      <td>4.821193</td>\n",
              "      <td>5.024733</td>\n",
              "      <td>4.370583</td>\n",
              "      <td>4.698360</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>3.036433</td>\n",
              "      <td>1.384326</td>\n",
              "      <td>2.662775</td>\n",
              "      <td>0.827494</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.381006</td>\n",
              "      <td>5.711173</td>\n",
              "      <td>0.422233</td>\n",
              "      <td>10.082122</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>7.506407</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>1.551245</td>\n",
              "      <td>8.199147</td>\n",
              "      <td>0.944933</td>\n",
              "      <td>1.477626</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.046753</td>\n",
              "      <td>2.729836</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>1.275782</td>\n",
              "      <td>8.525916</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.453728</td>\n",
              "      <td>0.741316</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.844466</td>\n",
              "      <td>12.245585</td>\n",
              "      <td>3.609448</td>\n",
              "      <td>0.940129</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.480226</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>0.284041</td>\n",
              "      <td>3.516885</td>\n",
              "      <td>4.796373</td>\n",
              "      <td>-0.656837</td>\n",
              "      <td>4.584566</td>\n",
              "      <td>4.028521</td>\n",
              "      <td>1.322444</td>\n",
              "      <td>4.511307</td>\n",
              "      <td>-0.038956</td>\n",
              "      <td>1.467945</td>\n",
              "      <td>1.251941</td>\n",
              "      <td>1.761804</td>\n",
              "      <td>2.461789</td>\n",
              "      <td>1.412410</td>\n",
              "      <td>0.871393</td>\n",
              "      <td>3.795104</td>\n",
              "      <td>1.845678</td>\n",
              "      <td>4.844312</td>\n",
              "      <td>0.562599</td>\n",
              "      <td>2.238966</td>\n",
              "      <td>-0.069440</td>\n",
              "      <td>4.206653</td>\n",
              "      <td>0.087524</td>\n",
              "      <td>-0.656837</td>\n",
              "      <td>2.036114</td>\n",
              "      <td>1.851007</td>\n",
              "      <td>2.503401</td>\n",
              "      <td>2.301198</td>\n",
              "      <td>2.261555</td>\n",
              "      <td>2.173152</td>\n",
              "      <td>2.877732</td>\n",
              "      <td>1.768452</td>\n",
              "      <td>2.792464</td>\n",
              "      <td>-0.656837</td>\n",
              "      <td>3.287522</td>\n",
              "      <td>1.182370</td>\n",
              "      <td>2.399656</td>\n",
              "      <td>2.949722</td>\n",
              "      <td>1.630055</td>\n",
              "      <td>6.310265</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>2.125056</td>\n",
              "      <td>1.591296</td>\n",
              "      <td>2.662775</td>\n",
              "      <td>2.994815</td>\n",
              "      <td>3.141433</td>\n",
              "      <td>2.073478</td>\n",
              "      <td>1.410178</td>\n",
              "      <td>2.344772</td>\n",
              "      <td>1.638862</td>\n",
              "      <td>0.919302</td>\n",
              "      <td>1.825582</td>\n",
              "      <td>2.391658</td>\n",
              "      <td>2.310137</td>\n",
              "      <td>2.679401</td>\n",
              "      <td>3.415961</td>\n",
              "      <td>3.070492</td>\n",
              "      <td>2.043904</td>\n",
              "      <td>0.817869</td>\n",
              "      <td>1.933157</td>\n",
              "      <td>2.981232</td>\n",
              "      <td>1.056445</td>\n",
              "      <td>1.861955</td>\n",
              "      <td>2.530445</td>\n",
              "      <td>2.729836</td>\n",
              "      <td>2.865780</td>\n",
              "      <td>2.396132</td>\n",
              "      <td>1.846433</td>\n",
              "      <td>0.908890</td>\n",
              "      <td>2.904214</td>\n",
              "      <td>2.453728</td>\n",
              "      <td>2.330616</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>1.409364</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>1.842898</td>\n",
              "      <td>2.949199</td>\n",
              "      <td>1.721023</td>\n",
              "      <td>0.589572</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.525868</td>\n",
              "      <td>...</td>\n",
              "      <td>0.312583</td>\n",
              "      <td>1.111260</td>\n",
              "      <td>1.254733</td>\n",
              "      <td>2.497094</td>\n",
              "      <td>-0.070082</td>\n",
              "      <td>-0.089328</td>\n",
              "      <td>2.459462</td>\n",
              "      <td>1.324534</td>\n",
              "      <td>2.357832</td>\n",
              "      <td>0.922883</td>\n",
              "      <td>1.284347</td>\n",
              "      <td>-0.181109</td>\n",
              "      <td>1.355527</td>\n",
              "      <td>2.328351</td>\n",
              "      <td>0.464912</td>\n",
              "      <td>1.169997</td>\n",
              "      <td>2.376855</td>\n",
              "      <td>1.822342</td>\n",
              "      <td>2.303999</td>\n",
              "      <td>1.330399</td>\n",
              "      <td>2.074376</td>\n",
              "      <td>1.337514</td>\n",
              "      <td>0.604193</td>\n",
              "      <td>-0.632050</td>\n",
              "      <td>2.428956</td>\n",
              "      <td>2.699983</td>\n",
              "      <td>1.761399</td>\n",
              "      <td>2.337792</td>\n",
              "      <td>-0.129925</td>\n",
              "      <td>-0.632050</td>\n",
              "      <td>1.896570</td>\n",
              "      <td>0.382720</td>\n",
              "      <td>3.071138</td>\n",
              "      <td>2.171645</td>\n",
              "      <td>1.953421</td>\n",
              "      <td>1.602270</td>\n",
              "      <td>0.964071</td>\n",
              "      <td>0.670985</td>\n",
              "      <td>2.641130</td>\n",
              "      <td>7.931958</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.139731</td>\n",
              "      <td>0.500190</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.531668</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.471031</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.532267</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.026517</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.354791</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.533862</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.940129</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>2.242077</td>\n",
              "      <td>3.398495</td>\n",
              "      <td>-0.464521</td>\n",
              "      <td>-0.026619</td>\n",
              "      <td>-0.464521</td>\n",
              "      <td>0.078358</td>\n",
              "      <td>0.592617</td>\n",
              "      <td>1.149430</td>\n",
              "      <td>-0.464521</td>\n",
              "      <td>0.106705</td>\n",
              "      <td>4.447598</td>\n",
              "      <td>4.443929</td>\n",
              "      <td>0.337680</td>\n",
              "      <td>4.431685</td>\n",
              "      <td>-0.464521</td>\n",
              "      <td>1.338047</td>\n",
              "      <td>1.835958</td>\n",
              "      <td>1.532734</td>\n",
              "      <td>1.411307</td>\n",
              "      <td>0.598450</td>\n",
              "      <td>2.349341</td>\n",
              "      <td>2.817133</td>\n",
              "      <td>0.548275</td>\n",
              "      <td>3.745989</td>\n",
              "      <td>4.866408</td>\n",
              "      <td>3.272176</td>\n",
              "      <td>2.918781</td>\n",
              "      <td>1.918193</td>\n",
              "      <td>1.501091</td>\n",
              "      <td>-0.464521</td>\n",
              "      <td>0.671092</td>\n",
              "      <td>2.777793</td>\n",
              "      <td>1.713155</td>\n",
              "      <td>3.273175</td>\n",
              "      <td>1.264426</td>\n",
              "      <td>4.110761</td>\n",
              "      <td>-0.464521</td>\n",
              "      <td>1.369851</td>\n",
              "      <td>1.698874</td>\n",
              "      <td>2.997028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>9.863187</td>\n",
              "      <td>11.056712</td>\n",
              "      <td>11.259855</td>\n",
              "      <td>11.273697</td>\n",
              "      <td>11.213724</td>\n",
              "      <td>10.496095</td>\n",
              "      <td>10.537500</td>\n",
              "      <td>11.199022</td>\n",
              "      <td>11.528435</td>\n",
              "      <td>11.040858</td>\n",
              "      <td>11.203268</td>\n",
              "      <td>10.475673</td>\n",
              "      <td>9.308155</td>\n",
              "      <td>11.494581</td>\n",
              "      <td>10.954247</td>\n",
              "      <td>10.100833</td>\n",
              "      <td>10.539430</td>\n",
              "      <td>10.755463</td>\n",
              "      <td>9.921479</td>\n",
              "      <td>9.751169</td>\n",
              "      <td>10.664847</td>\n",
              "      <td>10.531089</td>\n",
              "      <td>10.407501</td>\n",
              "      <td>10.999302</td>\n",
              "      <td>11.099670</td>\n",
              "      <td>11.009416</td>\n",
              "      <td>11.043403</td>\n",
              "      <td>10.782523</td>\n",
              "      <td>10.693713</td>\n",
              "      <td>11.821734</td>\n",
              "      <td>11.069074</td>\n",
              "      <td>10.665469</td>\n",
              "      <td>11.185873</td>\n",
              "      <td>10.884178</td>\n",
              "      <td>10.999697</td>\n",
              "      <td>11.858502</td>\n",
              "      <td>10.963192</td>\n",
              "      <td>9.294520</td>\n",
              "      <td>10.709463</td>\n",
              "      <td>10.563911</td>\n",
              "      <td>...</td>\n",
              "      <td>12.477097</td>\n",
              "      <td>10.964989</td>\n",
              "      <td>10.285638</td>\n",
              "      <td>10.698841</td>\n",
              "      <td>10.489484</td>\n",
              "      <td>11.113628</td>\n",
              "      <td>11.228423</td>\n",
              "      <td>9.873998</td>\n",
              "      <td>8.098830</td>\n",
              "      <td>12.172594</td>\n",
              "      <td>10.189888</td>\n",
              "      <td>10.006208</td>\n",
              "      <td>12.403003</td>\n",
              "      <td>9.318196</td>\n",
              "      <td>10.124676</td>\n",
              "      <td>11.755858</td>\n",
              "      <td>10.306599</td>\n",
              "      <td>10.620130</td>\n",
              "      <td>10.658403</td>\n",
              "      <td>10.934523</td>\n",
              "      <td>10.892409</td>\n",
              "      <td>11.089727</td>\n",
              "      <td>10.461007</td>\n",
              "      <td>11.064989</td>\n",
              "      <td>11.008710</td>\n",
              "      <td>10.588359</td>\n",
              "      <td>11.568644</td>\n",
              "      <td>10.590115</td>\n",
              "      <td>10.836867</td>\n",
              "      <td>10.061128</td>\n",
              "      <td>11.276989</td>\n",
              "      <td>9.824571</td>\n",
              "      <td>11.638574</td>\n",
              "      <td>10.820662</td>\n",
              "      <td>10.789338</td>\n",
              "      <td>10.575292</td>\n",
              "      <td>11.256148</td>\n",
              "      <td>10.781352</td>\n",
              "      <td>10.814974</td>\n",
              "      <td>1.423448</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>2.275752</td>\n",
              "      <td>2.440660</td>\n",
              "      <td>4.230749</td>\n",
              "      <td>7.394994</td>\n",
              "      <td>3.230034</td>\n",
              "      <td>5.099851</td>\n",
              "      <td>5.227629</td>\n",
              "      <td>3.024958</td>\n",
              "      <td>2.060462</td>\n",
              "      <td>3.173207</td>\n",
              "      <td>7.649220</td>\n",
              "      <td>4.659457</td>\n",
              "      <td>2.135436</td>\n",
              "      <td>5.205971</td>\n",
              "      <td>3.262839</td>\n",
              "      <td>5.100242</td>\n",
              "      <td>3.101969</td>\n",
              "      <td>3.722947</td>\n",
              "      <td>4.406128</td>\n",
              "      <td>4.119298</td>\n",
              "      <td>6.217783</td>\n",
              "      <td>3.582484</td>\n",
              "      <td>2.316522</td>\n",
              "      <td>2.729836</td>\n",
              "      <td>3.682427</td>\n",
              "      <td>2.109829</td>\n",
              "      <td>3.573302</td>\n",
              "      <td>6.391134</td>\n",
              "      <td>6.027081</td>\n",
              "      <td>7.460259</td>\n",
              "      <td>3.469313</td>\n",
              "      <td>1.370499</td>\n",
              "      <td>1.409364</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.626346</td>\n",
              "      <td>5.247081</td>\n",
              "      <td>1.721023</td>\n",
              "      <td>2.180657</td>\n",
              "      <td>4.761541</td>\n",
              "      <td>3.955304</td>\n",
              "      <td>...</td>\n",
              "      <td>5.429866</td>\n",
              "      <td>4.652711</td>\n",
              "      <td>4.904867</td>\n",
              "      <td>2.054342</td>\n",
              "      <td>5.304486</td>\n",
              "      <td>1.980071</td>\n",
              "      <td>5.834709</td>\n",
              "      <td>1.867328</td>\n",
              "      <td>4.318456</td>\n",
              "      <td>8.628699</td>\n",
              "      <td>4.812430</td>\n",
              "      <td>2.999501</td>\n",
              "      <td>2.773283</td>\n",
              "      <td>5.737894</td>\n",
              "      <td>2.237188</td>\n",
              "      <td>3.880385</td>\n",
              "      <td>10.816519</td>\n",
              "      <td>3.787402</td>\n",
              "      <td>5.871378</td>\n",
              "      <td>6.948953</td>\n",
              "      <td>9.253683</td>\n",
              "      <td>6.040950</td>\n",
              "      <td>3.369883</td>\n",
              "      <td>6.594584</td>\n",
              "      <td>9.357469</td>\n",
              "      <td>10.250017</td>\n",
              "      <td>3.085853</td>\n",
              "      <td>7.442970</td>\n",
              "      <td>5.667197</td>\n",
              "      <td>2.188543</td>\n",
              "      <td>3.319508</td>\n",
              "      <td>5.110621</td>\n",
              "      <td>8.264248</td>\n",
              "      <td>3.057086</td>\n",
              "      <td>3.009998</td>\n",
              "      <td>8.756582</td>\n",
              "      <td>9.008747</td>\n",
              "      <td>5.997540</td>\n",
              "      <td>6.567207</td>\n",
              "      <td>8.103579</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>9.410738</td>\n",
              "      <td>10.114575</td>\n",
              "      <td>12.790430</td>\n",
              "      <td>13.052036</td>\n",
              "      <td>8.075800</td>\n",
              "      <td>11.913862</td>\n",
              "      <td>7.269931</td>\n",
              "      <td>8.304520</td>\n",
              "      <td>11.372381</td>\n",
              "      <td>10.712673</td>\n",
              "      <td>9.729560</td>\n",
              "      <td>11.314306</td>\n",
              "      <td>11.561522</td>\n",
              "      <td>12.404708</td>\n",
              "      <td>13.357291</td>\n",
              "      <td>10.879216</td>\n",
              "      <td>8.107881</td>\n",
              "      <td>7.775801</td>\n",
              "      <td>10.279286</td>\n",
              "      <td>10.733261</td>\n",
              "      <td>10.293725</td>\n",
              "      <td>11.886382</td>\n",
              "      <td>10.690033</td>\n",
              "      <td>9.464819</td>\n",
              "      <td>11.366076</td>\n",
              "      <td>8.156129</td>\n",
              "      <td>7.488708</td>\n",
              "      <td>12.754873</td>\n",
              "      <td>10.747505</td>\n",
              "      <td>11.837178</td>\n",
              "      <td>10.666384</td>\n",
              "      <td>10.628856</td>\n",
              "      <td>9.583064</td>\n",
              "      <td>11.189639</td>\n",
              "      <td>6.891456</td>\n",
              "      <td>8.534408</td>\n",
              "      <td>9.332140</td>\n",
              "      <td>13.269536</td>\n",
              "      <td>11.482642</td>\n",
              "      <td>12.130947</td>\n",
              "      <td>...</td>\n",
              "      <td>4.839301</td>\n",
              "      <td>11.641835</td>\n",
              "      <td>10.822855</td>\n",
              "      <td>11.577416</td>\n",
              "      <td>11.777250</td>\n",
              "      <td>9.769228</td>\n",
              "      <td>12.126807</td>\n",
              "      <td>10.710838</td>\n",
              "      <td>9.722785</td>\n",
              "      <td>12.163708</td>\n",
              "      <td>11.025795</td>\n",
              "      <td>9.514520</td>\n",
              "      <td>11.582246</td>\n",
              "      <td>11.910766</td>\n",
              "      <td>11.302451</td>\n",
              "      <td>11.242019</td>\n",
              "      <td>11.814315</td>\n",
              "      <td>11.670004</td>\n",
              "      <td>11.111517</td>\n",
              "      <td>12.114367</td>\n",
              "      <td>12.801560</td>\n",
              "      <td>12.926900</td>\n",
              "      <td>11.447225</td>\n",
              "      <td>11.942623</td>\n",
              "      <td>11.454338</td>\n",
              "      <td>13.008537</td>\n",
              "      <td>12.421974</td>\n",
              "      <td>11.116165</td>\n",
              "      <td>11.306156</td>\n",
              "      <td>10.038377</td>\n",
              "      <td>11.901183</td>\n",
              "      <td>12.053431</td>\n",
              "      <td>11.253922</td>\n",
              "      <td>13.219759</td>\n",
              "      <td>12.655888</td>\n",
              "      <td>11.975374</td>\n",
              "      <td>12.288991</td>\n",
              "      <td>11.733682</td>\n",
              "      <td>11.592684</td>\n",
              "      <td>7.666555</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>7.446182</td>\n",
              "      <td>7.714005</td>\n",
              "      <td>6.381252</td>\n",
              "      <td>4.503896</td>\n",
              "      <td>6.266871</td>\n",
              "      <td>5.795785</td>\n",
              "      <td>7.760979</td>\n",
              "      <td>6.541245</td>\n",
              "      <td>7.224195</td>\n",
              "      <td>6.674503</td>\n",
              "      <td>6.851799</td>\n",
              "      <td>5.648192</td>\n",
              "      <td>5.402231</td>\n",
              "      <td>6.779929</td>\n",
              "      <td>6.884561</td>\n",
              "      <td>6.018585</td>\n",
              "      <td>7.588205</td>\n",
              "      <td>4.709930</td>\n",
              "      <td>7.414499</td>\n",
              "      <td>6.036837</td>\n",
              "      <td>7.898226</td>\n",
              "      <td>4.773495</td>\n",
              "      <td>6.289779</td>\n",
              "      <td>7.143393</td>\n",
              "      <td>5.691657</td>\n",
              "      <td>7.212774</td>\n",
              "      <td>8.648580</td>\n",
              "      <td>6.197712</td>\n",
              "      <td>5.595408</td>\n",
              "      <td>1.882447</td>\n",
              "      <td>7.745520</td>\n",
              "      <td>5.165257</td>\n",
              "      <td>6.949045</td>\n",
              "      <td>5.408022</td>\n",
              "      <td>5.114167</td>\n",
              "      <td>7.453213</td>\n",
              "      <td>4.014221</td>\n",
              "      <td>7.317467</td>\n",
              "      <td>6.618274</td>\n",
              "      <td>8.194742</td>\n",
              "      <td>...</td>\n",
              "      <td>6.756113</td>\n",
              "      <td>10.470427</td>\n",
              "      <td>9.535693</td>\n",
              "      <td>9.907075</td>\n",
              "      <td>9.236696</td>\n",
              "      <td>9.080655</td>\n",
              "      <td>9.431274</td>\n",
              "      <td>10.169778</td>\n",
              "      <td>9.221211</td>\n",
              "      <td>8.370721</td>\n",
              "      <td>8.118608</td>\n",
              "      <td>7.433431</td>\n",
              "      <td>9.048800</td>\n",
              "      <td>9.673851</td>\n",
              "      <td>9.557601</td>\n",
              "      <td>8.507687</td>\n",
              "      <td>9.983542</td>\n",
              "      <td>8.464442</td>\n",
              "      <td>7.986800</td>\n",
              "      <td>9.119172</td>\n",
              "      <td>10.237521</td>\n",
              "      <td>7.995429</td>\n",
              "      <td>8.440871</td>\n",
              "      <td>6.891794</td>\n",
              "      <td>9.289776</td>\n",
              "      <td>9.246019</td>\n",
              "      <td>8.675129</td>\n",
              "      <td>12.573747</td>\n",
              "      <td>8.348988</td>\n",
              "      <td>9.510070</td>\n",
              "      <td>8.780138</td>\n",
              "      <td>7.795868</td>\n",
              "      <td>10.529339</td>\n",
              "      <td>7.057218</td>\n",
              "      <td>8.561028</td>\n",
              "      <td>8.678520</td>\n",
              "      <td>10.587377</td>\n",
              "      <td>9.717372</td>\n",
              "      <td>8.896713</td>\n",
              "      <td>3.651752</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>10.245291</td>\n",
              "      <td>10.574168</td>\n",
              "      <td>10.363642</td>\n",
              "      <td>10.808490</td>\n",
              "      <td>9.531007</td>\n",
              "      <td>11.392602</td>\n",
              "      <td>9.787444</td>\n",
              "      <td>9.914152</td>\n",
              "      <td>10.038562</td>\n",
              "      <td>10.075305</td>\n",
              "      <td>9.777403</td>\n",
              "      <td>9.873280</td>\n",
              "      <td>9.953302</td>\n",
              "      <td>10.049032</td>\n",
              "      <td>9.224173</td>\n",
              "      <td>8.461586</td>\n",
              "      <td>10.091025</td>\n",
              "      <td>9.767072</td>\n",
              "      <td>9.916580</td>\n",
              "      <td>10.386401</td>\n",
              "      <td>9.323730</td>\n",
              "      <td>8.335011</td>\n",
              "      <td>9.166675</td>\n",
              "      <td>9.654090</td>\n",
              "      <td>10.815647</td>\n",
              "      <td>8.569901</td>\n",
              "      <td>10.866537</td>\n",
              "      <td>10.016335</td>\n",
              "      <td>10.306574</td>\n",
              "      <td>10.260049</td>\n",
              "      <td>8.199000</td>\n",
              "      <td>10.079311</td>\n",
              "      <td>9.222143</td>\n",
              "      <td>9.938624</td>\n",
              "      <td>8.977950</td>\n",
              "      <td>8.679466</td>\n",
              "      <td>10.771407</td>\n",
              "      <td>9.865506</td>\n",
              "      <td>9.736333</td>\n",
              "      <td>9.948728</td>\n",
              "      <td>...</td>\n",
              "      <td>10.828330</td>\n",
              "      <td>10.856848</td>\n",
              "      <td>9.118801</td>\n",
              "      <td>9.313577</td>\n",
              "      <td>10.308895</td>\n",
              "      <td>8.606567</td>\n",
              "      <td>9.720254</td>\n",
              "      <td>8.903346</td>\n",
              "      <td>8.460972</td>\n",
              "      <td>10.072077</td>\n",
              "      <td>9.724933</td>\n",
              "      <td>8.805347</td>\n",
              "      <td>9.510347</td>\n",
              "      <td>9.628419</td>\n",
              "      <td>9.721333</td>\n",
              "      <td>9.547766</td>\n",
              "      <td>9.699961</td>\n",
              "      <td>9.424744</td>\n",
              "      <td>8.861630</td>\n",
              "      <td>10.984186</td>\n",
              "      <td>9.190778</td>\n",
              "      <td>10.203411</td>\n",
              "      <td>9.597431</td>\n",
              "      <td>8.960337</td>\n",
              "      <td>8.952503</td>\n",
              "      <td>9.091998</td>\n",
              "      <td>9.787443</td>\n",
              "      <td>10.225465</td>\n",
              "      <td>11.104709</td>\n",
              "      <td>9.561337</td>\n",
              "      <td>9.861425</td>\n",
              "      <td>8.891576</td>\n",
              "      <td>8.158676</td>\n",
              "      <td>10.120485</td>\n",
              "      <td>10.478127</td>\n",
              "      <td>10.379443</td>\n",
              "      <td>9.030122</td>\n",
              "      <td>10.683229</td>\n",
              "      <td>9.708509</td>\n",
              "      <td>1.654787</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>3.701294</td>\n",
              "      <td>4.373572</td>\n",
              "      <td>3.683708</td>\n",
              "      <td>6.910337</td>\n",
              "      <td>9.331463</td>\n",
              "      <td>7.465093</td>\n",
              "      <td>6.133574</td>\n",
              "      <td>6.122590</td>\n",
              "      <td>4.502725</td>\n",
              "      <td>6.974564</td>\n",
              "      <td>6.027893</td>\n",
              "      <td>7.038491</td>\n",
              "      <td>4.755854</td>\n",
              "      <td>5.467521</td>\n",
              "      <td>3.091497</td>\n",
              "      <td>8.284584</td>\n",
              "      <td>5.804420</td>\n",
              "      <td>4.577930</td>\n",
              "      <td>7.861825</td>\n",
              "      <td>6.481591</td>\n",
              "      <td>9.624386</td>\n",
              "      <td>5.849336</td>\n",
              "      <td>6.126731</td>\n",
              "      <td>7.245115</td>\n",
              "      <td>8.267096</td>\n",
              "      <td>7.457947</td>\n",
              "      <td>4.337055</td>\n",
              "      <td>3.352561</td>\n",
              "      <td>3.423471</td>\n",
              "      <td>5.930950</td>\n",
              "      <td>2.511443</td>\n",
              "      <td>7.033654</td>\n",
              "      <td>8.548714</td>\n",
              "      <td>5.186402</td>\n",
              "      <td>5.218103</td>\n",
              "      <td>4.403922</td>\n",
              "      <td>7.087972</td>\n",
              "      <td>5.794881</td>\n",
              "      <td>3.813771</td>\n",
              "      <td>6.903689</td>\n",
              "      <td>...</td>\n",
              "      <td>9.028020</td>\n",
              "      <td>6.909470</td>\n",
              "      <td>5.334000</td>\n",
              "      <td>4.527326</td>\n",
              "      <td>6.056930</td>\n",
              "      <td>6.264412</td>\n",
              "      <td>6.299273</td>\n",
              "      <td>6.087222</td>\n",
              "      <td>9.175458</td>\n",
              "      <td>8.850189</td>\n",
              "      <td>6.455927</td>\n",
              "      <td>4.494500</td>\n",
              "      <td>5.350481</td>\n",
              "      <td>7.389103</td>\n",
              "      <td>5.737271</td>\n",
              "      <td>5.513835</td>\n",
              "      <td>9.472096</td>\n",
              "      <td>5.780048</td>\n",
              "      <td>6.322004</td>\n",
              "      <td>7.512386</td>\n",
              "      <td>9.068851</td>\n",
              "      <td>7.641050</td>\n",
              "      <td>6.418046</td>\n",
              "      <td>6.840587</td>\n",
              "      <td>8.156441</td>\n",
              "      <td>6.642867</td>\n",
              "      <td>5.694821</td>\n",
              "      <td>2.210352</td>\n",
              "      <td>7.603043</td>\n",
              "      <td>4.732553</td>\n",
              "      <td>5.292184</td>\n",
              "      <td>7.027431</td>\n",
              "      <td>5.946759</td>\n",
              "      <td>7.544238</td>\n",
              "      <td>7.963154</td>\n",
              "      <td>6.077734</td>\n",
              "      <td>6.172442</td>\n",
              "      <td>7.943840</td>\n",
              "      <td>6.418345</td>\n",
              "      <td>7.541401</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>1.287413</td>\n",
              "      <td>1.591296</td>\n",
              "      <td>1.752749</td>\n",
              "      <td>6.376896</td>\n",
              "      <td>4.474864</td>\n",
              "      <td>3.659080</td>\n",
              "      <td>4.804126</td>\n",
              "      <td>5.300775</td>\n",
              "      <td>1.040612</td>\n",
              "      <td>4.234448</td>\n",
              "      <td>0.710261</td>\n",
              "      <td>4.308208</td>\n",
              "      <td>2.310137</td>\n",
              "      <td>0.825623</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>6.721550</td>\n",
              "      <td>3.374455</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.555620</td>\n",
              "      <td>4.222835</td>\n",
              "      <td>7.154393</td>\n",
              "      <td>3.825297</td>\n",
              "      <td>5.171339</td>\n",
              "      <td>5.569215</td>\n",
              "      <td>5.247772</td>\n",
              "      <td>2.634918</td>\n",
              "      <td>1.846433</td>\n",
              "      <td>0.908890</td>\n",
              "      <td>2.290336</td>\n",
              "      <td>2.770152</td>\n",
              "      <td>4.356102</td>\n",
              "      <td>2.232599</td>\n",
              "      <td>4.493807</td>\n",
              "      <td>0.898170</td>\n",
              "      <td>2.287177</td>\n",
              "      <td>1.422664</td>\n",
              "      <td>5.273012</td>\n",
              "      <td>4.260974</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>3.913809</td>\n",
              "      <td>...</td>\n",
              "      <td>4.471664</td>\n",
              "      <td>4.620039</td>\n",
              "      <td>2.410595</td>\n",
              "      <td>5.316298</td>\n",
              "      <td>1.782443</td>\n",
              "      <td>4.578087</td>\n",
              "      <td>3.434300</td>\n",
              "      <td>4.145189</td>\n",
              "      <td>6.070989</td>\n",
              "      <td>5.097254</td>\n",
              "      <td>4.633248</td>\n",
              "      <td>2.459709</td>\n",
              "      <td>1.978825</td>\n",
              "      <td>6.577917</td>\n",
              "      <td>2.391386</td>\n",
              "      <td>3.015523</td>\n",
              "      <td>8.008847</td>\n",
              "      <td>3.754629</td>\n",
              "      <td>3.497401</td>\n",
              "      <td>5.294282</td>\n",
              "      <td>7.376035</td>\n",
              "      <td>5.601416</td>\n",
              "      <td>3.731284</td>\n",
              "      <td>4.782776</td>\n",
              "      <td>6.918087</td>\n",
              "      <td>4.725178</td>\n",
              "      <td>4.219257</td>\n",
              "      <td>0.744928</td>\n",
              "      <td>5.440410</td>\n",
              "      <td>2.453170</td>\n",
              "      <td>3.010990</td>\n",
              "      <td>5.957625</td>\n",
              "      <td>4.133958</td>\n",
              "      <td>6.619384</td>\n",
              "      <td>4.408744</td>\n",
              "      <td>4.516795</td>\n",
              "      <td>3.980980</td>\n",
              "      <td>5.995296</td>\n",
              "      <td>5.074914</td>\n",
              "      <td>6.422919</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>5.466878</td>\n",
              "      <td>4.345276</td>\n",
              "      <td>3.019720</td>\n",
              "      <td>7.117674</td>\n",
              "      <td>6.507413</td>\n",
              "      <td>7.797143</td>\n",
              "      <td>5.058529</td>\n",
              "      <td>5.561855</td>\n",
              "      <td>2.060462</td>\n",
              "      <td>5.657060</td>\n",
              "      <td>5.404242</td>\n",
              "      <td>5.359258</td>\n",
              "      <td>6.576779</td>\n",
              "      <td>4.705917</td>\n",
              "      <td>2.545178</td>\n",
              "      <td>8.517284</td>\n",
              "      <td>6.247291</td>\n",
              "      <td>6.090098</td>\n",
              "      <td>5.304686</td>\n",
              "      <td>5.684566</td>\n",
              "      <td>6.413235</td>\n",
              "      <td>6.615556</td>\n",
              "      <td>5.914593</td>\n",
              "      <td>4.819157</td>\n",
              "      <td>6.656625</td>\n",
              "      <td>4.056089</td>\n",
              "      <td>3.957720</td>\n",
              "      <td>1.861042</td>\n",
              "      <td>4.050214</td>\n",
              "      <td>3.179654</td>\n",
              "      <td>2.672108</td>\n",
              "      <td>5.287435</td>\n",
              "      <td>5.861427</td>\n",
              "      <td>6.545669</td>\n",
              "      <td>5.572035</td>\n",
              "      <td>4.060696</td>\n",
              "      <td>6.815332</td>\n",
              "      <td>5.142663</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>5.326900</td>\n",
              "      <td>...</td>\n",
              "      <td>4.429256</td>\n",
              "      <td>5.603263</td>\n",
              "      <td>4.545196</td>\n",
              "      <td>4.814781</td>\n",
              "      <td>4.228730</td>\n",
              "      <td>4.237391</td>\n",
              "      <td>3.264394</td>\n",
              "      <td>5.283181</td>\n",
              "      <td>7.732624</td>\n",
              "      <td>7.000457</td>\n",
              "      <td>5.146038</td>\n",
              "      <td>4.150714</td>\n",
              "      <td>3.952338</td>\n",
              "      <td>6.421046</td>\n",
              "      <td>4.993847</td>\n",
              "      <td>3.438478</td>\n",
              "      <td>7.461948</td>\n",
              "      <td>4.374805</td>\n",
              "      <td>5.416302</td>\n",
              "      <td>5.315418</td>\n",
              "      <td>7.226233</td>\n",
              "      <td>6.597559</td>\n",
              "      <td>5.314961</td>\n",
              "      <td>6.016029</td>\n",
              "      <td>6.321074</td>\n",
              "      <td>4.391957</td>\n",
              "      <td>3.755800</td>\n",
              "      <td>1.427843</td>\n",
              "      <td>5.615196</td>\n",
              "      <td>3.845124</td>\n",
              "      <td>3.762464</td>\n",
              "      <td>5.328749</td>\n",
              "      <td>5.275162</td>\n",
              "      <td>6.334764</td>\n",
              "      <td>6.282366</td>\n",
              "      <td>4.359303</td>\n",
              "      <td>4.827506</td>\n",
              "      <td>7.052364</td>\n",
              "      <td>5.719329</td>\n",
              "      <td>5.196222</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>4.230464</td>\n",
              "      <td>7.987844</td>\n",
              "      <td>10.225533</td>\n",
              "      <td>6.455401</td>\n",
              "      <td>6.585047</td>\n",
              "      <td>6.161841</td>\n",
              "      <td>6.865721</td>\n",
              "      <td>6.344035</td>\n",
              "      <td>7.101860</td>\n",
              "      <td>5.086325</td>\n",
              "      <td>6.123134</td>\n",
              "      <td>7.359556</td>\n",
              "      <td>5.382806</td>\n",
              "      <td>11.076228</td>\n",
              "      <td>5.935243</td>\n",
              "      <td>8.330912</td>\n",
              "      <td>5.827278</td>\n",
              "      <td>6.137764</td>\n",
              "      <td>7.465248</td>\n",
              "      <td>8.412168</td>\n",
              "      <td>6.796273</td>\n",
              "      <td>7.321757</td>\n",
              "      <td>7.837502</td>\n",
              "      <td>5.829558</td>\n",
              "      <td>6.476549</td>\n",
              "      <td>6.485332</td>\n",
              "      <td>6.446074</td>\n",
              "      <td>7.179143</td>\n",
              "      <td>6.675026</td>\n",
              "      <td>9.853105</td>\n",
              "      <td>7.557693</td>\n",
              "      <td>2.060462</td>\n",
              "      <td>6.848961</td>\n",
              "      <td>5.746539</td>\n",
              "      <td>5.648440</td>\n",
              "      <td>5.790407</td>\n",
              "      <td>8.012541</td>\n",
              "      <td>6.122097</td>\n",
              "      <td>7.132700</td>\n",
              "      <td>6.489130</td>\n",
              "      <td>...</td>\n",
              "      <td>6.085918</td>\n",
              "      <td>7.970581</td>\n",
              "      <td>10.161678</td>\n",
              "      <td>7.751092</td>\n",
              "      <td>10.459396</td>\n",
              "      <td>10.782448</td>\n",
              "      <td>6.380108</td>\n",
              "      <td>10.665779</td>\n",
              "      <td>8.566921</td>\n",
              "      <td>8.796282</td>\n",
              "      <td>8.768415</td>\n",
              "      <td>7.655005</td>\n",
              "      <td>8.890281</td>\n",
              "      <td>7.872311</td>\n",
              "      <td>9.056027</td>\n",
              "      <td>9.254244</td>\n",
              "      <td>7.727180</td>\n",
              "      <td>10.318308</td>\n",
              "      <td>6.838494</td>\n",
              "      <td>8.639396</td>\n",
              "      <td>7.967826</td>\n",
              "      <td>8.315684</td>\n",
              "      <td>7.672325</td>\n",
              "      <td>6.628524</td>\n",
              "      <td>9.256628</td>\n",
              "      <td>7.786861</td>\n",
              "      <td>7.849485</td>\n",
              "      <td>8.006625</td>\n",
              "      <td>8.699645</td>\n",
              "      <td>8.965277</td>\n",
              "      <td>10.561494</td>\n",
              "      <td>7.739086</td>\n",
              "      <td>6.371749</td>\n",
              "      <td>7.943900</td>\n",
              "      <td>10.511591</td>\n",
              "      <td>8.302168</td>\n",
              "      <td>10.592917</td>\n",
              "      <td>10.262132</td>\n",
              "      <td>8.345974</td>\n",
              "      <td>3.851369</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>7.087102</td>\n",
              "      <td>9.520010</td>\n",
              "      <td>4.964292</td>\n",
              "      <td>3.824574</td>\n",
              "      <td>5.062368</td>\n",
              "      <td>3.612518</td>\n",
              "      <td>4.547129</td>\n",
              "      <td>7.837861</td>\n",
              "      <td>3.658543</td>\n",
              "      <td>3.173207</td>\n",
              "      <td>4.233558</td>\n",
              "      <td>6.956289</td>\n",
              "      <td>3.808282</td>\n",
              "      <td>8.063044</td>\n",
              "      <td>5.251030</td>\n",
              "      <td>5.933797</td>\n",
              "      <td>7.703883</td>\n",
              "      <td>6.762242</td>\n",
              "      <td>7.655431</td>\n",
              "      <td>7.386975</td>\n",
              "      <td>4.104127</td>\n",
              "      <td>4.248391</td>\n",
              "      <td>6.756183</td>\n",
              "      <td>6.691353</td>\n",
              "      <td>5.857327</td>\n",
              "      <td>7.942145</td>\n",
              "      <td>6.704913</td>\n",
              "      <td>8.120575</td>\n",
              "      <td>5.318924</td>\n",
              "      <td>8.639055</td>\n",
              "      <td>4.933337</td>\n",
              "      <td>7.062467</td>\n",
              "      <td>5.319061</td>\n",
              "      <td>3.506513</td>\n",
              "      <td>6.198592</td>\n",
              "      <td>6.301538</td>\n",
              "      <td>4.925919</td>\n",
              "      <td>5.685929</td>\n",
              "      <td>5.220504</td>\n",
              "      <td>7.865362</td>\n",
              "      <td>...</td>\n",
              "      <td>3.337487</td>\n",
              "      <td>5.697146</td>\n",
              "      <td>5.311642</td>\n",
              "      <td>7.462300</td>\n",
              "      <td>5.765919</td>\n",
              "      <td>5.919447</td>\n",
              "      <td>3.272505</td>\n",
              "      <td>6.033858</td>\n",
              "      <td>2.354313</td>\n",
              "      <td>5.800337</td>\n",
              "      <td>5.592917</td>\n",
              "      <td>5.466784</td>\n",
              "      <td>5.499912</td>\n",
              "      <td>3.235217</td>\n",
              "      <td>4.976306</td>\n",
              "      <td>5.165414</td>\n",
              "      <td>5.085879</td>\n",
              "      <td>5.802612</td>\n",
              "      <td>4.620316</td>\n",
              "      <td>3.877377</td>\n",
              "      <td>5.169026</td>\n",
              "      <td>5.436309</td>\n",
              "      <td>4.938693</td>\n",
              "      <td>3.661061</td>\n",
              "      <td>5.265538</td>\n",
              "      <td>1.953627</td>\n",
              "      <td>2.794497</td>\n",
              "      <td>2.507525</td>\n",
              "      <td>4.878965</td>\n",
              "      <td>4.004228</td>\n",
              "      <td>4.559609</td>\n",
              "      <td>4.128679</td>\n",
              "      <td>2.743466</td>\n",
              "      <td>4.007319</td>\n",
              "      <td>6.139464</td>\n",
              "      <td>4.817972</td>\n",
              "      <td>3.023470</td>\n",
              "      <td>5.701861</td>\n",
              "      <td>5.560000</td>\n",
              "      <td>3.654233</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>8.440047</td>\n",
              "      <td>9.730202</td>\n",
              "      <td>6.634532</td>\n",
              "      <td>6.235746</td>\n",
              "      <td>7.113523</td>\n",
              "      <td>6.955882</td>\n",
              "      <td>10.215205</td>\n",
              "      <td>9.877599</td>\n",
              "      <td>7.668396</td>\n",
              "      <td>11.272624</td>\n",
              "      <td>10.370164</td>\n",
              "      <td>7.843996</td>\n",
              "      <td>9.880719</td>\n",
              "      <td>9.409030</td>\n",
              "      <td>6.824259</td>\n",
              "      <td>12.513816</td>\n",
              "      <td>11.860521</td>\n",
              "      <td>9.211681</td>\n",
              "      <td>8.495367</td>\n",
              "      <td>6.896066</td>\n",
              "      <td>8.365483</td>\n",
              "      <td>11.746052</td>\n",
              "      <td>9.630955</td>\n",
              "      <td>8.337778</td>\n",
              "      <td>6.624529</td>\n",
              "      <td>11.606141</td>\n",
              "      <td>9.769433</td>\n",
              "      <td>10.884499</td>\n",
              "      <td>7.532987</td>\n",
              "      <td>6.784897</td>\n",
              "      <td>11.662958</td>\n",
              "      <td>4.777530</td>\n",
              "      <td>10.480427</td>\n",
              "      <td>9.562076</td>\n",
              "      <td>9.373637</td>\n",
              "      <td>11.765680</td>\n",
              "      <td>7.448182</td>\n",
              "      <td>8.547064</td>\n",
              "      <td>9.561702</td>\n",
              "      <td>9.103949</td>\n",
              "      <td>...</td>\n",
              "      <td>8.064334</td>\n",
              "      <td>8.842808</td>\n",
              "      <td>9.154133</td>\n",
              "      <td>9.114381</td>\n",
              "      <td>9.179910</td>\n",
              "      <td>9.336617</td>\n",
              "      <td>10.045178</td>\n",
              "      <td>9.574166</td>\n",
              "      <td>9.078691</td>\n",
              "      <td>9.861289</td>\n",
              "      <td>9.156782</td>\n",
              "      <td>9.243761</td>\n",
              "      <td>8.953130</td>\n",
              "      <td>8.607734</td>\n",
              "      <td>9.461726</td>\n",
              "      <td>8.178352</td>\n",
              "      <td>7.840570</td>\n",
              "      <td>9.808812</td>\n",
              "      <td>9.319055</td>\n",
              "      <td>9.495117</td>\n",
              "      <td>9.954181</td>\n",
              "      <td>9.077117</td>\n",
              "      <td>8.442954</td>\n",
              "      <td>8.254205</td>\n",
              "      <td>9.291732</td>\n",
              "      <td>8.257704</td>\n",
              "      <td>7.248236</td>\n",
              "      <td>10.906470</td>\n",
              "      <td>8.968605</td>\n",
              "      <td>9.509333</td>\n",
              "      <td>9.925203</td>\n",
              "      <td>9.334423</td>\n",
              "      <td>6.792273</td>\n",
              "      <td>8.703406</td>\n",
              "      <td>9.446006</td>\n",
              "      <td>9.002875</td>\n",
              "      <td>10.039039</td>\n",
              "      <td>9.456246</td>\n",
              "      <td>9.305703</td>\n",
              "      <td>1.442369</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>6.209584</td>\n",
              "      <td>7.924700</td>\n",
              "      <td>9.279267</td>\n",
              "      <td>4.890447</td>\n",
              "      <td>6.998432</td>\n",
              "      <td>7.283857</td>\n",
              "      <td>7.127540</td>\n",
              "      <td>9.980711</td>\n",
              "      <td>2.768502</td>\n",
              "      <td>3.653656</td>\n",
              "      <td>6.718718</td>\n",
              "      <td>8.049609</td>\n",
              "      <td>6.241470</td>\n",
              "      <td>7.556713</td>\n",
              "      <td>6.477944</td>\n",
              "      <td>9.055255</td>\n",
              "      <td>6.415105</td>\n",
              "      <td>6.741818</td>\n",
              "      <td>8.117492</td>\n",
              "      <td>6.110685</td>\n",
              "      <td>5.534588</td>\n",
              "      <td>7.023666</td>\n",
              "      <td>8.027784</td>\n",
              "      <td>8.415218</td>\n",
              "      <td>3.839808</td>\n",
              "      <td>7.726736</td>\n",
              "      <td>7.109277</td>\n",
              "      <td>7.547257</td>\n",
              "      <td>6.335917</td>\n",
              "      <td>5.271187</td>\n",
              "      <td>5.957104</td>\n",
              "      <td>4.285321</td>\n",
              "      <td>8.708605</td>\n",
              "      <td>4.048533</td>\n",
              "      <td>6.937862</td>\n",
              "      <td>5.181774</td>\n",
              "      <td>2.893537</td>\n",
              "      <td>3.597591</td>\n",
              "      <td>6.142948</td>\n",
              "      <td>3.955304</td>\n",
              "      <td>...</td>\n",
              "      <td>4.730066</td>\n",
              "      <td>7.274981</td>\n",
              "      <td>5.612529</td>\n",
              "      <td>4.778181</td>\n",
              "      <td>6.979987</td>\n",
              "      <td>6.440594</td>\n",
              "      <td>5.180595</td>\n",
              "      <td>7.686598</td>\n",
              "      <td>5.035121</td>\n",
              "      <td>7.617633</td>\n",
              "      <td>5.969829</td>\n",
              "      <td>4.686652</td>\n",
              "      <td>5.280704</td>\n",
              "      <td>9.502021</td>\n",
              "      <td>7.774547</td>\n",
              "      <td>6.703090</td>\n",
              "      <td>6.443274</td>\n",
              "      <td>5.654789</td>\n",
              "      <td>7.749823</td>\n",
              "      <td>6.563374</td>\n",
              "      <td>9.238565</td>\n",
              "      <td>6.853252</td>\n",
              "      <td>5.097018</td>\n",
              "      <td>9.489979</td>\n",
              "      <td>9.015386</td>\n",
              "      <td>7.886797</td>\n",
              "      <td>4.999846</td>\n",
              "      <td>7.684687</td>\n",
              "      <td>9.550790</td>\n",
              "      <td>6.021309</td>\n",
              "      <td>6.288693</td>\n",
              "      <td>5.996014</td>\n",
              "      <td>8.694562</td>\n",
              "      <td>7.038141</td>\n",
              "      <td>6.753189</td>\n",
              "      <td>9.575294</td>\n",
              "      <td>6.068063</td>\n",
              "      <td>7.678228</td>\n",
              "      <td>5.882158</td>\n",
              "      <td>4.070256</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>2.125056</td>\n",
              "      <td>0.852239</td>\n",
              "      <td>1.127633</td>\n",
              "      <td>3.901369</td>\n",
              "      <td>1.693944</td>\n",
              "      <td>2.891030</td>\n",
              "      <td>1.619225</td>\n",
              "      <td>1.238726</td>\n",
              "      <td>3.717693</td>\n",
              "      <td>0.919302</td>\n",
              "      <td>1.184153</td>\n",
              "      <td>1.777030</td>\n",
              "      <td>2.852338</td>\n",
              "      <td>2.161952</td>\n",
              "      <td>3.179718</td>\n",
              "      <td>3.703311</td>\n",
              "      <td>2.449509</td>\n",
              "      <td>0.817869</td>\n",
              "      <td>2.100540</td>\n",
              "      <td>3.389952</td>\n",
              "      <td>2.794749</td>\n",
              "      <td>4.906193</td>\n",
              "      <td>0.845028</td>\n",
              "      <td>1.525016</td>\n",
              "      <td>2.937213</td>\n",
              "      <td>0.961623</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.211884</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.106533</td>\n",
              "      <td>0.741316</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>1.409364</td>\n",
              "      <td>2.411074</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.926493</td>\n",
              "      <td>1.909235</td>\n",
              "      <td>1.330214</td>\n",
              "      <td>1.964510</td>\n",
              "      <td>3.355411</td>\n",
              "      <td>...</td>\n",
              "      <td>1.388896</td>\n",
              "      <td>6.529613</td>\n",
              "      <td>0.351182</td>\n",
              "      <td>2.059332</td>\n",
              "      <td>8.782946</td>\n",
              "      <td>1.779220</td>\n",
              "      <td>3.830914</td>\n",
              "      <td>4.683577</td>\n",
              "      <td>3.719229</td>\n",
              "      <td>2.423662</td>\n",
              "      <td>3.979529</td>\n",
              "      <td>3.316589</td>\n",
              "      <td>4.538962</td>\n",
              "      <td>5.424056</td>\n",
              "      <td>5.075071</td>\n",
              "      <td>1.526777</td>\n",
              "      <td>5.238290</td>\n",
              "      <td>4.304953</td>\n",
              "      <td>5.207694</td>\n",
              "      <td>4.042329</td>\n",
              "      <td>3.525993</td>\n",
              "      <td>5.035765</td>\n",
              "      <td>1.115695</td>\n",
              "      <td>5.152118</td>\n",
              "      <td>5.461539</td>\n",
              "      <td>7.475081</td>\n",
              "      <td>3.841495</td>\n",
              "      <td>3.466669</td>\n",
              "      <td>5.695821</td>\n",
              "      <td>6.268959</td>\n",
              "      <td>2.074962</td>\n",
              "      <td>7.172793</td>\n",
              "      <td>6.030625</td>\n",
              "      <td>1.804705</td>\n",
              "      <td>3.479299</td>\n",
              "      <td>0.959957</td>\n",
              "      <td>4.740224</td>\n",
              "      <td>4.141834</td>\n",
              "      <td>3.812176</td>\n",
              "      <td>4.268389</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.591296</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.683068</td>\n",
              "      <td>2.296311</td>\n",
              "      <td>1.139731</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.531668</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.483468</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.199876</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.898170</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.940129</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.677531</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.375206</td>\n",
              "      <td>4.471526</td>\n",
              "      <td>-0.375206</td>\n",
              "      <td>1.418757</td>\n",
              "      <td>7.379614</td>\n",
              "      <td>0.376147</td>\n",
              "      <td>-0.030396</td>\n",
              "      <td>2.944744</td>\n",
              "      <td>2.402683</td>\n",
              "      <td>2.895045</td>\n",
              "      <td>2.953325</td>\n",
              "      <td>0.693031</td>\n",
              "      <td>4.191377</td>\n",
              "      <td>5.557717</td>\n",
              "      <td>4.031977</td>\n",
              "      <td>0.063894</td>\n",
              "      <td>6.494609</td>\n",
              "      <td>3.759696</td>\n",
              "      <td>4.724815</td>\n",
              "      <td>1.288752</td>\n",
              "      <td>1.214748</td>\n",
              "      <td>4.539697</td>\n",
              "      <td>-0.375206</td>\n",
              "      <td>5.191719</td>\n",
              "      <td>4.349672</td>\n",
              "      <td>6.259463</td>\n",
              "      <td>1.373662</td>\n",
              "      <td>-0.375206</td>\n",
              "      <td>4.572414</td>\n",
              "      <td>4.632736</td>\n",
              "      <td>1.203599</td>\n",
              "      <td>7.932573</td>\n",
              "      <td>4.343816</td>\n",
              "      <td>0.110496</td>\n",
              "      <td>3.025103</td>\n",
              "      <td>2.248807</td>\n",
              "      <td>3.740088</td>\n",
              "      <td>4.626961</td>\n",
              "      <td>1.474038</td>\n",
              "      <td>5.059764</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>9.084242</td>\n",
              "      <td>9.204689</td>\n",
              "      <td>10.330827</td>\n",
              "      <td>10.021993</td>\n",
              "      <td>8.479748</td>\n",
              "      <td>9.430724</td>\n",
              "      <td>8.626129</td>\n",
              "      <td>9.057258</td>\n",
              "      <td>10.371777</td>\n",
              "      <td>8.982554</td>\n",
              "      <td>9.385731</td>\n",
              "      <td>10.559272</td>\n",
              "      <td>8.677265</td>\n",
              "      <td>10.073539</td>\n",
              "      <td>9.438233</td>\n",
              "      <td>9.373626</td>\n",
              "      <td>10.333334</td>\n",
              "      <td>9.493978</td>\n",
              "      <td>10.235536</td>\n",
              "      <td>8.608159</td>\n",
              "      <td>8.315014</td>\n",
              "      <td>8.126379</td>\n",
              "      <td>9.555105</td>\n",
              "      <td>10.285344</td>\n",
              "      <td>9.631328</td>\n",
              "      <td>10.510547</td>\n",
              "      <td>9.880881</td>\n",
              "      <td>9.350060</td>\n",
              "      <td>8.698580</td>\n",
              "      <td>8.957662</td>\n",
              "      <td>9.121976</td>\n",
              "      <td>8.973227</td>\n",
              "      <td>10.703869</td>\n",
              "      <td>8.659529</td>\n",
              "      <td>11.675684</td>\n",
              "      <td>8.608758</td>\n",
              "      <td>8.428745</td>\n",
              "      <td>9.301462</td>\n",
              "      <td>10.032652</td>\n",
              "      <td>8.964864</td>\n",
              "      <td>...</td>\n",
              "      <td>4.671021</td>\n",
              "      <td>9.846968</td>\n",
              "      <td>9.871142</td>\n",
              "      <td>8.385626</td>\n",
              "      <td>9.166202</td>\n",
              "      <td>9.380519</td>\n",
              "      <td>9.309427</td>\n",
              "      <td>8.435266</td>\n",
              "      <td>9.554617</td>\n",
              "      <td>9.707691</td>\n",
              "      <td>10.195537</td>\n",
              "      <td>11.589497</td>\n",
              "      <td>8.070267</td>\n",
              "      <td>11.107653</td>\n",
              "      <td>8.530317</td>\n",
              "      <td>9.443275</td>\n",
              "      <td>9.087531</td>\n",
              "      <td>9.838565</td>\n",
              "      <td>10.647983</td>\n",
              "      <td>9.623865</td>\n",
              "      <td>10.416264</td>\n",
              "      <td>10.898751</td>\n",
              "      <td>10.464115</td>\n",
              "      <td>10.148844</td>\n",
              "      <td>8.956637</td>\n",
              "      <td>10.131075</td>\n",
              "      <td>9.710797</td>\n",
              "      <td>8.666548</td>\n",
              "      <td>9.870593</td>\n",
              "      <td>8.285347</td>\n",
              "      <td>8.593480</td>\n",
              "      <td>11.603851</td>\n",
              "      <td>9.973942</td>\n",
              "      <td>10.879982</td>\n",
              "      <td>9.153811</td>\n",
              "      <td>9.088187</td>\n",
              "      <td>10.145590</td>\n",
              "      <td>9.981997</td>\n",
              "      <td>9.699190</td>\n",
              "      <td>1.547652</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.742454</td>\n",
              "      <td>1.752749</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.640528</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.801779</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>1.476278</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.684190</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.532267</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.056445</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.483468</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.310224</td>\n",
              "      <td>0.559541</td>\n",
              "      <td>1.027437</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.228665</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.370499</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.006908</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.525868</td>\n",
              "      <td>...</td>\n",
              "      <td>5.538279</td>\n",
              "      <td>0.144985</td>\n",
              "      <td>7.867479</td>\n",
              "      <td>0.360152</td>\n",
              "      <td>0.997676</td>\n",
              "      <td>0.131156</td>\n",
              "      <td>0.211637</td>\n",
              "      <td>1.196612</td>\n",
              "      <td>0.637991</td>\n",
              "      <td>2.700135</td>\n",
              "      <td>0.071707</td>\n",
              "      <td>3.011442</td>\n",
              "      <td>1.428323</td>\n",
              "      <td>0.639842</td>\n",
              "      <td>-0.408877</td>\n",
              "      <td>0.861592</td>\n",
              "      <td>2.186288</td>\n",
              "      <td>0.722141</td>\n",
              "      <td>0.120646</td>\n",
              "      <td>0.374915</td>\n",
              "      <td>-0.408877</td>\n",
              "      <td>1.695636</td>\n",
              "      <td>0.821240</td>\n",
              "      <td>-0.408877</td>\n",
              "      <td>0.529891</td>\n",
              "      <td>1.549731</td>\n",
              "      <td>4.097103</td>\n",
              "      <td>-0.408877</td>\n",
              "      <td>1.822269</td>\n",
              "      <td>4.549823</td>\n",
              "      <td>2.455412</td>\n",
              "      <td>0.823833</td>\n",
              "      <td>0.592741</td>\n",
              "      <td>3.078195</td>\n",
              "      <td>1.311005</td>\n",
              "      <td>0.045244</td>\n",
              "      <td>-0.408877</td>\n",
              "      <td>2.103380</td>\n",
              "      <td>2.108953</td>\n",
              "      <td>4.467234</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>8.990629</td>\n",
              "      <td>9.564132</td>\n",
              "      <td>10.081976</td>\n",
              "      <td>10.494376</td>\n",
              "      <td>8.867547</td>\n",
              "      <td>9.576339</td>\n",
              "      <td>8.984652</td>\n",
              "      <td>9.951566</td>\n",
              "      <td>8.761628</td>\n",
              "      <td>8.933437</td>\n",
              "      <td>10.321827</td>\n",
              "      <td>9.447866</td>\n",
              "      <td>9.054043</td>\n",
              "      <td>9.474213</td>\n",
              "      <td>9.782735</td>\n",
              "      <td>11.737463</td>\n",
              "      <td>9.345605</td>\n",
              "      <td>10.881848</td>\n",
              "      <td>8.686809</td>\n",
              "      <td>9.366783</td>\n",
              "      <td>9.369927</td>\n",
              "      <td>9.023569</td>\n",
              "      <td>9.952909</td>\n",
              "      <td>9.728424</td>\n",
              "      <td>10.257152</td>\n",
              "      <td>8.660998</td>\n",
              "      <td>8.746340</td>\n",
              "      <td>8.782710</td>\n",
              "      <td>11.771626</td>\n",
              "      <td>8.647135</td>\n",
              "      <td>9.722722</td>\n",
              "      <td>9.204483</td>\n",
              "      <td>9.353961</td>\n",
              "      <td>10.422727</td>\n",
              "      <td>10.340518</td>\n",
              "      <td>8.565635</td>\n",
              "      <td>9.095830</td>\n",
              "      <td>10.047465</td>\n",
              "      <td>10.100978</td>\n",
              "      <td>9.475525</td>\n",
              "      <td>...</td>\n",
              "      <td>8.284036</td>\n",
              "      <td>8.391007</td>\n",
              "      <td>7.943673</td>\n",
              "      <td>5.970645</td>\n",
              "      <td>7.370258</td>\n",
              "      <td>7.420851</td>\n",
              "      <td>7.747862</td>\n",
              "      <td>7.711817</td>\n",
              "      <td>9.494865</td>\n",
              "      <td>7.087862</td>\n",
              "      <td>7.557921</td>\n",
              "      <td>6.597785</td>\n",
              "      <td>6.908905</td>\n",
              "      <td>7.450631</td>\n",
              "      <td>8.095580</td>\n",
              "      <td>8.280277</td>\n",
              "      <td>6.950000</td>\n",
              "      <td>7.552785</td>\n",
              "      <td>8.040990</td>\n",
              "      <td>6.943621</td>\n",
              "      <td>7.739468</td>\n",
              "      <td>8.239304</td>\n",
              "      <td>7.811112</td>\n",
              "      <td>7.060047</td>\n",
              "      <td>5.741577</td>\n",
              "      <td>6.450497</td>\n",
              "      <td>8.118847</td>\n",
              "      <td>8.590916</td>\n",
              "      <td>7.105961</td>\n",
              "      <td>8.348459</td>\n",
              "      <td>7.535118</td>\n",
              "      <td>6.919771</td>\n",
              "      <td>6.544177</td>\n",
              "      <td>7.297812</td>\n",
              "      <td>7.514104</td>\n",
              "      <td>7.129460</td>\n",
              "      <td>6.914836</td>\n",
              "      <td>7.381175</td>\n",
              "      <td>7.145061</td>\n",
              "      <td>1.275242</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>2.125056</td>\n",
              "      <td>3.617498</td>\n",
              "      <td>4.555522</td>\n",
              "      <td>5.254764</td>\n",
              "      <td>5.306011</td>\n",
              "      <td>3.354142</td>\n",
              "      <td>2.109494</td>\n",
              "      <td>2.137438</td>\n",
              "      <td>3.774524</td>\n",
              "      <td>4.199884</td>\n",
              "      <td>3.562450</td>\n",
              "      <td>3.500228</td>\n",
              "      <td>2.465948</td>\n",
              "      <td>1.347439</td>\n",
              "      <td>2.078781</td>\n",
              "      <td>4.749636</td>\n",
              "      <td>3.549608</td>\n",
              "      <td>2.018314</td>\n",
              "      <td>4.373801</td>\n",
              "      <td>1.445780</td>\n",
              "      <td>5.297705</td>\n",
              "      <td>3.154632</td>\n",
              "      <td>1.580435</td>\n",
              "      <td>2.920827</td>\n",
              "      <td>2.341872</td>\n",
              "      <td>1.533613</td>\n",
              "      <td>2.040998</td>\n",
              "      <td>1.861042</td>\n",
              "      <td>4.566906</td>\n",
              "      <td>3.938333</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>5.207143</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.844466</td>\n",
              "      <td>2.626346</td>\n",
              "      <td>1.696484</td>\n",
              "      <td>3.061707</td>\n",
              "      <td>4.768153</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>2.432291</td>\n",
              "      <td>...</td>\n",
              "      <td>3.885697</td>\n",
              "      <td>4.154218</td>\n",
              "      <td>2.600536</td>\n",
              "      <td>1.423237</td>\n",
              "      <td>1.574990</td>\n",
              "      <td>1.655513</td>\n",
              "      <td>1.324648</td>\n",
              "      <td>1.344520</td>\n",
              "      <td>5.394729</td>\n",
              "      <td>3.484030</td>\n",
              "      <td>0.998238</td>\n",
              "      <td>2.685783</td>\n",
              "      <td>1.956940</td>\n",
              "      <td>2.922644</td>\n",
              "      <td>1.899466</td>\n",
              "      <td>0.714344</td>\n",
              "      <td>3.861190</td>\n",
              "      <td>2.425165</td>\n",
              "      <td>2.992780</td>\n",
              "      <td>1.928389</td>\n",
              "      <td>3.806795</td>\n",
              "      <td>2.015582</td>\n",
              "      <td>1.132516</td>\n",
              "      <td>2.818204</td>\n",
              "      <td>3.131886</td>\n",
              "      <td>2.819031</td>\n",
              "      <td>3.027221</td>\n",
              "      <td>3.444237</td>\n",
              "      <td>1.822814</td>\n",
              "      <td>2.353397</td>\n",
              "      <td>1.559222</td>\n",
              "      <td>0.844269</td>\n",
              "      <td>4.743667</td>\n",
              "      <td>1.964613</td>\n",
              "      <td>3.409469</td>\n",
              "      <td>1.359344</td>\n",
              "      <td>1.253995</td>\n",
              "      <td>2.096476</td>\n",
              "      <td>4.951292</td>\n",
              "      <td>2.731165</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>50 rows × 10333 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "    TCGA-OR-A5J1-01A-11R-A29S-07  ...   variance\n",
              "0                       2.092918  ...   1.981337\n",
              "1                       2.304073  ...   1.437139\n",
              "2                       8.104625  ...   1.288576\n",
              "3                       8.146803  ...   1.421196\n",
              "4                       1.287413  ...   1.769223\n",
              "5                      10.492815  ...   3.067489\n",
              "6                       2.949404  ...   4.615369\n",
              "7                       4.115241  ...   4.865280\n",
              "8                      13.340782  ...   3.342149\n",
              "9                       5.801029  ...  16.054120\n",
              "10                      7.582571  ...   3.214380\n",
              "11                      6.931175  ...   2.942842\n",
              "12                      9.887534  ...   2.573821\n",
              "13                      4.850889  ...   3.772600\n",
              "14                     10.627251  ...   5.187041\n",
              "15                      6.161992  ...   2.869086\n",
              "16                      8.323748  ...   1.463133\n",
              "17                      0.000000  ...  11.021577\n",
              "18                      0.565890  ...   9.442860\n",
              "19                      5.435199  ...   3.766860\n",
              "20                      9.653768  ...   1.604908\n",
              "21                      9.512912  ...   5.336377\n",
              "22                     10.992924  ...   1.847810\n",
              "23                      3.945720  ...   5.390469\n",
              "24                      8.755942  ...   1.593398\n",
              "25                      2.412185  ...   8.078840\n",
              "26                      5.210354  ...   3.741829\n",
              "27                     10.040769  ...   5.764704\n",
              "28                      8.510143  ...   4.698360\n",
              "29                      3.036433  ...   6.310265\n",
              "30                      2.125056  ...   7.931958\n",
              "31                      0.000000  ...   2.997028\n",
              "32                      9.863187  ...   1.423448\n",
              "33                      2.275752  ...   8.103579\n",
              "34                      9.410738  ...   7.666555\n",
              "35                      7.446182  ...   3.651752\n",
              "36                     10.245291  ...   1.654787\n",
              "37                      3.701294  ...   7.541401\n",
              "38                      1.287413  ...   6.422919\n",
              "39                      5.466878  ...   5.196222\n",
              "40                      4.230464  ...   3.851369\n",
              "41                      7.087102  ...   3.654233\n",
              "42                      8.440047  ...   1.442369\n",
              "43                      6.209584  ...   4.070256\n",
              "44                      2.125056  ...   4.268389\n",
              "45                      0.000000  ...   5.059764\n",
              "46                      9.084242  ...   1.547652\n",
              "47                      0.000000  ...   4.467234\n",
              "48                      8.990629  ...   1.275242\n",
              "49                      2.125056  ...   2.731165\n",
              "\n",
              "[50 rows x 10333 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 33
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "7mctU51hSvQ0",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "indexNames.to_csv('input_with_variance.csv', encoding='utf-8')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WYyeVbIGTCft",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "46dec9ed-af66-44b9-a9bc-a1c0ea8f6aaa"
      },
      "source": [
        "indexNames=indexNames.drop(columns=['variance'])\n",
        "indexNames[0:30]"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th></th>\n",
              "      <th>TCGA-OR-A5J1-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JO-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JP-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5JT-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JV-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JW-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5JX-01A-11R-A29S-07</th>\n",
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              "      <th>TCGA-OR-A5K1-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K2-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K3-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K4-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K5-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K6-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K8-01A-11R-A29S-07</th>\n",
              "      <th>TCGA-OR-A5K9-01A-11R-A29S-07</th>\n",
              "      <th>...</th>\n",
              "      <th>TCGA-AB-3011-03A-01T-0736-13</th>\n",
              "      <th>TCGA-AB-3012-03A-01T-0736-13</th>\n",
              "      <th>TCGA-BR-4191-01A-02R-1131-13</th>\n",
              "      <th>TCGA-BR-4201-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4253-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4255-01A-01R-1131-13</th>\n",
              "      <th>TCGA-BR-4256-01A-01R-1131-13</th>\n",
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              "      <th>TCGA-BR-4367-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4368-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4369-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4370-01A-01R-1157-13</th>\n",
              "      <th>TCGA-BR-4371-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4301-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4304-01A-01R-1157-13</th>\n",
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              "      <th>TCGA-CG-4306-01A-01R-1157-13</th>\n",
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              "      <th>TCGA-CG-4462-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4465-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4466-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4469-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4472-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4474-01A-02R-1157-13</th>\n",
              "      <th>TCGA-CG-4475-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4476-01A-01R-1157-13</th>\n",
              "      <th>TCGA-CG-4477-01A-01R-1157-13</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2.092918</td>\n",
              "      <td>1.880294</td>\n",
              "      <td>1.448954</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.115899</td>\n",
              "      <td>1.288181</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.447738</td>\n",
              "      <td>3.023131</td>\n",
              "      <td>1.866433</td>\n",
              "      <td>2.427901</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.916973</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.305037</td>\n",
              "      <td>1.131853</td>\n",
              "      <td>3.138028</td>\n",
              "      <td>3.122623</td>\n",
              "      <td>1.842456</td>\n",
              "      <td>2.190109</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.806118</td>\n",
              "      <td>2.054814</td>\n",
              "      <td>1.255380</td>\n",
              "      <td>3.135650</td>\n",
              "      <td>2.209173</td>\n",
              "      <td>2.428544</td>\n",
              "      <td>2.569467</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.550014</td>\n",
              "      <td>1.497485</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.193456</td>\n",
              "      <td>2.418649</td>\n",
              "      <td>2.287679</td>\n",
              "      <td>3.809198</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.079020</td>\n",
              "      <td>...</td>\n",
              "      <td>4.226229</td>\n",
              "      <td>3.846908</td>\n",
              "      <td>3.913709</td>\n",
              "      <td>3.624037</td>\n",
              "      <td>2.239900</td>\n",
              "      <td>0.205035</td>\n",
              "      <td>0.821057</td>\n",
              "      <td>3.121117</td>\n",
              "      <td>0.652634</td>\n",
              "      <td>4.937558</td>\n",
              "      <td>3.417762</td>\n",
              "      <td>5.022207</td>\n",
              "      <td>4.256120</td>\n",
              "      <td>4.030301</td>\n",
              "      <td>3.140981</td>\n",
              "      <td>2.573280</td>\n",
              "      <td>4.795981</td>\n",
              "      <td>4.593995</td>\n",
              "      <td>3.917713</td>\n",
              "      <td>4.621436</td>\n",
              "      <td>4.126458</td>\n",
              "      <td>2.461353</td>\n",
              "      <td>4.672641</td>\n",
              "      <td>3.788063</td>\n",
              "      <td>2.962745</td>\n",
              "      <td>4.213516</td>\n",
              "      <td>3.313832</td>\n",
              "      <td>3.901923</td>\n",
              "      <td>3.567545</td>\n",
              "      <td>3.182383</td>\n",
              "      <td>2.421736</td>\n",
              "      <td>2.739199</td>\n",
              "      <td>2.636764</td>\n",
              "      <td>3.986111</td>\n",
              "      <td>4.400230</td>\n",
              "      <td>2.999555</td>\n",
              "      <td>4.271419</td>\n",
              "      <td>3.706764</td>\n",
              "      <td>4.294896</td>\n",
              "      <td>4.238360</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2.304073</td>\n",
              "      <td>3.321178</td>\n",
              "      <td>2.919340</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>2.451778</td>\n",
              "      <td>2.818217</td>\n",
              "      <td>1.717035</td>\n",
              "      <td>1.238726</td>\n",
              "      <td>2.598865</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.859870</td>\n",
              "      <td>2.354480</td>\n",
              "      <td>1.936629</td>\n",
              "      <td>2.475163</td>\n",
              "      <td>2.789020</td>\n",
              "      <td>2.586068</td>\n",
              "      <td>2.237900</td>\n",
              "      <td>1.232722</td>\n",
              "      <td>2.332192</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.503705</td>\n",
              "      <td>3.353704</td>\n",
              "      <td>1.164915</td>\n",
              "      <td>1.344772</td>\n",
              "      <td>2.809785</td>\n",
              "      <td>3.359915</td>\n",
              "      <td>1.626299</td>\n",
              "      <td>3.223639</td>\n",
              "      <td>3.618168</td>\n",
              "      <td>1.882447</td>\n",
              "      <td>2.636706</td>\n",
              "      <td>1.975777</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>2.011388</td>\n",
              "      <td>3.444084</td>\n",
              "      <td>2.465034</td>\n",
              "      <td>3.113150</td>\n",
              "      <td>3.012050</td>\n",
              "      <td>3.045600</td>\n",
              "      <td>1.060877</td>\n",
              "      <td>...</td>\n",
              "      <td>3.279635</td>\n",
              "      <td>2.876875</td>\n",
              "      <td>3.510547</td>\n",
              "      <td>2.491670</td>\n",
              "      <td>2.590594</td>\n",
              "      <td>2.256149</td>\n",
              "      <td>2.353113</td>\n",
              "      <td>3.290456</td>\n",
              "      <td>0.282222</td>\n",
              "      <td>2.763649</td>\n",
              "      <td>3.160351</td>\n",
              "      <td>2.580187</td>\n",
              "      <td>2.850521</td>\n",
              "      <td>3.144255</td>\n",
              "      <td>2.708530</td>\n",
              "      <td>2.836168</td>\n",
              "      <td>2.325688</td>\n",
              "      <td>3.554535</td>\n",
              "      <td>3.528655</td>\n",
              "      <td>3.606168</td>\n",
              "      <td>2.459861</td>\n",
              "      <td>1.980293</td>\n",
              "      <td>2.649033</td>\n",
              "      <td>2.156778</td>\n",
              "      <td>0.638053</td>\n",
              "      <td>2.993235</td>\n",
              "      <td>1.298938</td>\n",
              "      <td>3.250678</td>\n",
              "      <td>2.381570</td>\n",
              "      <td>1.537717</td>\n",
              "      <td>1.870408</td>\n",
              "      <td>2.118624</td>\n",
              "      <td>1.775447</td>\n",
              "      <td>2.598195</td>\n",
              "      <td>3.658332</td>\n",
              "      <td>3.873242</td>\n",
              "      <td>3.073325</td>\n",
              "      <td>3.653654</td>\n",
              "      <td>3.641825</td>\n",
              "      <td>3.992708</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>8.104625</td>\n",
              "      <td>7.646033</td>\n",
              "      <td>8.448707</td>\n",
              "      <td>8.781996</td>\n",
              "      <td>7.230885</td>\n",
              "      <td>6.035202</td>\n",
              "      <td>8.565875</td>\n",
              "      <td>8.105196</td>\n",
              "      <td>7.931500</td>\n",
              "      <td>6.563349</td>\n",
              "      <td>7.299098</td>\n",
              "      <td>7.992321</td>\n",
              "      <td>5.363115</td>\n",
              "      <td>7.900028</td>\n",
              "      <td>6.973623</td>\n",
              "      <td>5.444707</td>\n",
              "      <td>7.682103</td>\n",
              "      <td>7.143138</td>\n",
              "      <td>5.653361</td>\n",
              "      <td>5.390540</td>\n",
              "      <td>6.897737</td>\n",
              "      <td>5.293084</td>\n",
              "      <td>5.875994</td>\n",
              "      <td>7.124101</td>\n",
              "      <td>6.415331</td>\n",
              "      <td>6.911560</td>\n",
              "      <td>7.213892</td>\n",
              "      <td>7.397606</td>\n",
              "      <td>8.852261</td>\n",
              "      <td>6.881212</td>\n",
              "      <td>6.018187</td>\n",
              "      <td>6.355207</td>\n",
              "      <td>6.511952</td>\n",
              "      <td>5.650575</td>\n",
              "      <td>6.843507</td>\n",
              "      <td>6.597022</td>\n",
              "      <td>6.098540</td>\n",
              "      <td>6.068847</td>\n",
              "      <td>6.798375</td>\n",
              "      <td>7.106045</td>\n",
              "      <td>...</td>\n",
              "      <td>9.562934</td>\n",
              "      <td>9.440147</td>\n",
              "      <td>7.678980</td>\n",
              "      <td>7.193333</td>\n",
              "      <td>7.004405</td>\n",
              "      <td>5.324965</td>\n",
              "      <td>6.013113</td>\n",
              "      <td>6.886975</td>\n",
              "      <td>5.030501</td>\n",
              "      <td>5.583931</td>\n",
              "      <td>7.610990</td>\n",
              "      <td>7.915100</td>\n",
              "      <td>7.355368</td>\n",
              "      <td>7.298984</td>\n",
              "      <td>7.415698</td>\n",
              "      <td>5.285675</td>\n",
              "      <td>7.718305</td>\n",
              "      <td>8.104094</td>\n",
              "      <td>7.420082</td>\n",
              "      <td>7.823326</td>\n",
              "      <td>6.558027</td>\n",
              "      <td>8.397453</td>\n",
              "      <td>7.989109</td>\n",
              "      <td>7.252970</td>\n",
              "      <td>6.551849</td>\n",
              "      <td>6.937845</td>\n",
              "      <td>7.189026</td>\n",
              "      <td>8.159122</td>\n",
              "      <td>8.948316</td>\n",
              "      <td>7.111860</td>\n",
              "      <td>6.466113</td>\n",
              "      <td>7.139569</td>\n",
              "      <td>6.779427</td>\n",
              "      <td>6.890049</td>\n",
              "      <td>8.250361</td>\n",
              "      <td>5.880797</td>\n",
              "      <td>7.390718</td>\n",
              "      <td>6.867964</td>\n",
              "      <td>7.567549</td>\n",
              "      <td>6.614588</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>8.146803</td>\n",
              "      <td>9.046709</td>\n",
              "      <td>7.351787</td>\n",
              "      <td>5.746106</td>\n",
              "      <td>7.170596</td>\n",
              "      <td>6.209539</td>\n",
              "      <td>8.087633</td>\n",
              "      <td>7.083554</td>\n",
              "      <td>8.401771</td>\n",
              "      <td>8.836925</td>\n",
              "      <td>5.970504</td>\n",
              "      <td>7.674383</td>\n",
              "      <td>7.849486</td>\n",
              "      <td>6.444745</td>\n",
              "      <td>7.242955</td>\n",
              "      <td>6.281342</td>\n",
              "      <td>6.940413</td>\n",
              "      <td>6.943030</td>\n",
              "      <td>7.332771</td>\n",
              "      <td>8.268322</td>\n",
              "      <td>7.761325</td>\n",
              "      <td>9.276673</td>\n",
              "      <td>7.250668</td>\n",
              "      <td>8.116479</td>\n",
              "      <td>7.342537</td>\n",
              "      <td>8.394145</td>\n",
              "      <td>8.858404</td>\n",
              "      <td>7.312556</td>\n",
              "      <td>6.530672</td>\n",
              "      <td>9.633182</td>\n",
              "      <td>8.784524</td>\n",
              "      <td>7.831269</td>\n",
              "      <td>7.005928</td>\n",
              "      <td>8.772120</td>\n",
              "      <td>6.859671</td>\n",
              "      <td>8.712596</td>\n",
              "      <td>7.720566</td>\n",
              "      <td>8.591163</td>\n",
              "      <td>6.082434</td>\n",
              "      <td>6.467785</td>\n",
              "      <td>...</td>\n",
              "      <td>9.904255</td>\n",
              "      <td>9.733059</td>\n",
              "      <td>8.548247</td>\n",
              "      <td>7.733464</td>\n",
              "      <td>11.235857</td>\n",
              "      <td>8.534305</td>\n",
              "      <td>10.345867</td>\n",
              "      <td>9.692846</td>\n",
              "      <td>7.835309</td>\n",
              "      <td>6.853732</td>\n",
              "      <td>9.093111</td>\n",
              "      <td>9.328031</td>\n",
              "      <td>10.080080</td>\n",
              "      <td>9.387308</td>\n",
              "      <td>9.923824</td>\n",
              "      <td>8.821960</td>\n",
              "      <td>9.349854</td>\n",
              "      <td>8.512970</td>\n",
              "      <td>9.144539</td>\n",
              "      <td>9.640168</td>\n",
              "      <td>8.984799</td>\n",
              "      <td>9.184765</td>\n",
              "      <td>8.548012</td>\n",
              "      <td>9.107345</td>\n",
              "      <td>9.102800</td>\n",
              "      <td>9.411187</td>\n",
              "      <td>8.723331</td>\n",
              "      <td>7.751373</td>\n",
              "      <td>9.259742</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>8.336672</td>\n",
              "      <td>9.237062</td>\n",
              "      <td>9.819887</td>\n",
              "      <td>8.986600</td>\n",
              "      <td>8.482365</td>\n",
              "      <td>8.741309</td>\n",
              "      <td>9.005662</td>\n",
              "      <td>10.768976</td>\n",
              "      <td>9.813690</td>\n",
              "      <td>9.337872</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>1.287413</td>\n",
              "      <td>1.772224</td>\n",
              "      <td>3.468922</td>\n",
              "      <td>2.035061</td>\n",
              "      <td>1.420402</td>\n",
              "      <td>4.693186</td>\n",
              "      <td>2.474722</td>\n",
              "      <td>1.604024</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>2.447791</td>\n",
              "      <td>1.825582</td>\n",
              "      <td>1.777030</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>2.589716</td>\n",
              "      <td>2.078781</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.449509</td>\n",
              "      <td>2.664346</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>3.200018</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.133827</td>\n",
              "      <td>1.743041</td>\n",
              "      <td>3.596792</td>\n",
              "      <td>1.752235</td>\n",
              "      <td>2.504086</td>\n",
              "      <td>2.836530</td>\n",
              "      <td>2.629683</td>\n",
              "      <td>5.287819</td>\n",
              "      <td>3.068447</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>0.870345</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>1.842898</td>\n",
              "      <td>1.084404</td>\n",
              "      <td>2.483751</td>\n",
              "      <td>1.330214</td>\n",
              "      <td>1.293606</td>\n",
              "      <td>1.213689</td>\n",
              "      <td>...</td>\n",
              "      <td>6.926526</td>\n",
              "      <td>6.138112</td>\n",
              "      <td>2.730232</td>\n",
              "      <td>3.213773</td>\n",
              "      <td>3.248080</td>\n",
              "      <td>1.766598</td>\n",
              "      <td>2.288655</td>\n",
              "      <td>2.225783</td>\n",
              "      <td>0.700505</td>\n",
              "      <td>-0.159415</td>\n",
              "      <td>2.854400</td>\n",
              "      <td>3.691043</td>\n",
              "      <td>3.146261</td>\n",
              "      <td>3.163947</td>\n",
              "      <td>3.012763</td>\n",
              "      <td>2.552782</td>\n",
              "      <td>4.267915</td>\n",
              "      <td>6.534077</td>\n",
              "      <td>3.528136</td>\n",
              "      <td>3.724880</td>\n",
              "      <td>3.845068</td>\n",
              "      <td>3.804173</td>\n",
              "      <td>3.553231</td>\n",
              "      <td>2.703320</td>\n",
              "      <td>3.196969</td>\n",
              "      <td>3.445099</td>\n",
              "      <td>4.975397</td>\n",
              "      <td>3.721702</td>\n",
              "      <td>4.530353</td>\n",
              "      <td>3.084822</td>\n",
              "      <td>4.206100</td>\n",
              "      <td>3.578310</td>\n",
              "      <td>3.051227</td>\n",
              "      <td>4.548747</td>\n",
              "      <td>3.663790</td>\n",
              "      <td>2.206071</td>\n",
              "      <td>3.564568</td>\n",
              "      <td>4.305018</td>\n",
              "      <td>3.294664</td>\n",
              "      <td>2.636584</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>10.492815</td>\n",
              "      <td>7.619692</td>\n",
              "      <td>9.592175</td>\n",
              "      <td>10.252003</td>\n",
              "      <td>8.695416</td>\n",
              "      <td>7.952398</td>\n",
              "      <td>9.573418</td>\n",
              "      <td>9.450508</td>\n",
              "      <td>9.556724</td>\n",
              "      <td>8.962075</td>\n",
              "      <td>10.030019</td>\n",
              "      <td>9.281603</td>\n",
              "      <td>7.424712</td>\n",
              "      <td>9.705064</td>\n",
              "      <td>9.211151</td>\n",
              "      <td>11.375512</td>\n",
              "      <td>9.626403</td>\n",
              "      <td>11.871520</td>\n",
              "      <td>8.070357</td>\n",
              "      <td>7.455894</td>\n",
              "      <td>9.861388</td>\n",
              "      <td>7.855280</td>\n",
              "      <td>9.567270</td>\n",
              "      <td>11.693809</td>\n",
              "      <td>8.742488</td>\n",
              "      <td>11.900259</td>\n",
              "      <td>10.843898</td>\n",
              "      <td>9.185854</td>\n",
              "      <td>12.541051</td>\n",
              "      <td>6.590773</td>\n",
              "      <td>11.005442</td>\n",
              "      <td>8.262212</td>\n",
              "      <td>11.138432</td>\n",
              "      <td>9.276834</td>\n",
              "      <td>10.902616</td>\n",
              "      <td>10.168258</td>\n",
              "      <td>9.075094</td>\n",
              "      <td>9.635805</td>\n",
              "      <td>10.762257</td>\n",
              "      <td>7.846192</td>\n",
              "      <td>...</td>\n",
              "      <td>5.616940</td>\n",
              "      <td>6.352160</td>\n",
              "      <td>8.081092</td>\n",
              "      <td>8.734479</td>\n",
              "      <td>8.791384</td>\n",
              "      <td>5.359036</td>\n",
              "      <td>4.998540</td>\n",
              "      <td>5.287195</td>\n",
              "      <td>8.790174</td>\n",
              "      <td>9.141122</td>\n",
              "      <td>9.391562</td>\n",
              "      <td>9.636113</td>\n",
              "      <td>9.545664</td>\n",
              "      <td>8.915242</td>\n",
              "      <td>8.886156</td>\n",
              "      <td>8.016017</td>\n",
              "      <td>8.308846</td>\n",
              "      <td>7.466778</td>\n",
              "      <td>9.020616</td>\n",
              "      <td>8.117387</td>\n",
              "      <td>8.986677</td>\n",
              "      <td>8.011410</td>\n",
              "      <td>7.864159</td>\n",
              "      <td>7.834249</td>\n",
              "      <td>9.707475</td>\n",
              "      <td>7.067405</td>\n",
              "      <td>9.253733</td>\n",
              "      <td>8.825023</td>\n",
              "      <td>7.874599</td>\n",
              "      <td>7.219767</td>\n",
              "      <td>8.061178</td>\n",
              "      <td>9.083155</td>\n",
              "      <td>9.021801</td>\n",
              "      <td>8.297796</td>\n",
              "      <td>9.120214</td>\n",
              "      <td>9.040564</td>\n",
              "      <td>9.075361</td>\n",
              "      <td>9.033294</td>\n",
              "      <td>7.971913</td>\n",
              "      <td>10.104511</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>2.949404</td>\n",
              "      <td>4.162734</td>\n",
              "      <td>3.748740</td>\n",
              "      <td>4.552328</td>\n",
              "      <td>1.923834</td>\n",
              "      <td>3.985646</td>\n",
              "      <td>2.362947</td>\n",
              "      <td>3.867817</td>\n",
              "      <td>3.070321</td>\n",
              "      <td>3.173207</td>\n",
              "      <td>3.843863</td>\n",
              "      <td>4.393986</td>\n",
              "      <td>3.062277</td>\n",
              "      <td>6.759502</td>\n",
              "      <td>3.486830</td>\n",
              "      <td>4.749636</td>\n",
              "      <td>5.144034</td>\n",
              "      <td>4.271022</td>\n",
              "      <td>4.979015</td>\n",
              "      <td>3.130700</td>\n",
              "      <td>6.458224</td>\n",
              "      <td>2.648488</td>\n",
              "      <td>5.218382</td>\n",
              "      <td>5.540396</td>\n",
              "      <td>3.876615</td>\n",
              "      <td>3.513844</td>\n",
              "      <td>4.051050</td>\n",
              "      <td>6.162794</td>\n",
              "      <td>4.050214</td>\n",
              "      <td>0.533862</td>\n",
              "      <td>2.672108</td>\n",
              "      <td>3.241337</td>\n",
              "      <td>5.434061</td>\n",
              "      <td>4.497842</td>\n",
              "      <td>4.602047</td>\n",
              "      <td>4.514154</td>\n",
              "      <td>3.694100</td>\n",
              "      <td>4.713685</td>\n",
              "      <td>4.761541</td>\n",
              "      <td>2.309700</td>\n",
              "      <td>...</td>\n",
              "      <td>5.576963</td>\n",
              "      <td>3.708791</td>\n",
              "      <td>2.172187</td>\n",
              "      <td>2.507533</td>\n",
              "      <td>2.311343</td>\n",
              "      <td>2.938571</td>\n",
              "      <td>1.424019</td>\n",
              "      <td>3.711060</td>\n",
              "      <td>2.025829</td>\n",
              "      <td>7.478292</td>\n",
              "      <td>4.612110</td>\n",
              "      <td>2.445829</td>\n",
              "      <td>1.427792</td>\n",
              "      <td>1.008909</td>\n",
              "      <td>2.420096</td>\n",
              "      <td>0.396074</td>\n",
              "      <td>2.317287</td>\n",
              "      <td>2.703395</td>\n",
              "      <td>3.469037</td>\n",
              "      <td>1.152308</td>\n",
              "      <td>2.433803</td>\n",
              "      <td>3.726592</td>\n",
              "      <td>3.526423</td>\n",
              "      <td>2.162305</td>\n",
              "      <td>0.367988</td>\n",
              "      <td>0.872651</td>\n",
              "      <td>1.225736</td>\n",
              "      <td>1.203931</td>\n",
              "      <td>4.590327</td>\n",
              "      <td>4.477448</td>\n",
              "      <td>5.020046</td>\n",
              "      <td>1.846096</td>\n",
              "      <td>2.265040</td>\n",
              "      <td>3.314909</td>\n",
              "      <td>2.123967</td>\n",
              "      <td>2.905659</td>\n",
              "      <td>1.912494</td>\n",
              "      <td>2.349014</td>\n",
              "      <td>4.004941</td>\n",
              "      <td>7.002279</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>4.115241</td>\n",
              "      <td>3.405815</td>\n",
              "      <td>4.442127</td>\n",
              "      <td>10.729332</td>\n",
              "      <td>9.231610</td>\n",
              "      <td>3.564415</td>\n",
              "      <td>5.688166</td>\n",
              "      <td>3.187752</td>\n",
              "      <td>5.736756</td>\n",
              "      <td>7.588032</td>\n",
              "      <td>7.559637</td>\n",
              "      <td>6.873444</td>\n",
              "      <td>5.888936</td>\n",
              "      <td>4.959710</td>\n",
              "      <td>5.395255</td>\n",
              "      <td>9.767340</td>\n",
              "      <td>4.335419</td>\n",
              "      <td>5.626830</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>4.651792</td>\n",
              "      <td>7.847145</td>\n",
              "      <td>7.355844</td>\n",
              "      <td>7.802575</td>\n",
              "      <td>8.034584</td>\n",
              "      <td>3.457975</td>\n",
              "      <td>6.263079</td>\n",
              "      <td>5.260643</td>\n",
              "      <td>3.224318</td>\n",
              "      <td>8.651604</td>\n",
              "      <td>2.770152</td>\n",
              "      <td>7.241726</td>\n",
              "      <td>4.323910</td>\n",
              "      <td>5.798424</td>\n",
              "      <td>5.723141</td>\n",
              "      <td>5.059247</td>\n",
              "      <td>2.723056</td>\n",
              "      <td>6.402608</td>\n",
              "      <td>4.057338</td>\n",
              "      <td>4.908217</td>\n",
              "      <td>3.422637</td>\n",
              "      <td>...</td>\n",
              "      <td>7.926689</td>\n",
              "      <td>8.446280</td>\n",
              "      <td>5.880074</td>\n",
              "      <td>5.148880</td>\n",
              "      <td>4.805742</td>\n",
              "      <td>5.444270</td>\n",
              "      <td>4.474701</td>\n",
              "      <td>3.954157</td>\n",
              "      <td>6.090887</td>\n",
              "      <td>8.920914</td>\n",
              "      <td>5.921963</td>\n",
              "      <td>4.751937</td>\n",
              "      <td>3.971617</td>\n",
              "      <td>4.828576</td>\n",
              "      <td>5.446799</td>\n",
              "      <td>4.744991</td>\n",
              "      <td>3.391453</td>\n",
              "      <td>6.680752</td>\n",
              "      <td>5.137397</td>\n",
              "      <td>4.413467</td>\n",
              "      <td>4.186187</td>\n",
              "      <td>4.592577</td>\n",
              "      <td>4.130304</td>\n",
              "      <td>4.477685</td>\n",
              "      <td>2.797149</td>\n",
              "      <td>3.852907</td>\n",
              "      <td>2.904631</td>\n",
              "      <td>3.151907</td>\n",
              "      <td>4.691158</td>\n",
              "      <td>4.201749</td>\n",
              "      <td>4.937533</td>\n",
              "      <td>5.453587</td>\n",
              "      <td>3.832732</td>\n",
              "      <td>3.938340</td>\n",
              "      <td>3.973686</td>\n",
              "      <td>3.999045</td>\n",
              "      <td>5.276651</td>\n",
              "      <td>4.151330</td>\n",
              "      <td>4.698891</td>\n",
              "      <td>4.667455</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>13.340782</td>\n",
              "      <td>13.265309</td>\n",
              "      <td>12.814350</td>\n",
              "      <td>11.521620</td>\n",
              "      <td>13.227008</td>\n",
              "      <td>13.363313</td>\n",
              "      <td>14.879976</td>\n",
              "      <td>13.788932</td>\n",
              "      <td>12.865708</td>\n",
              "      <td>11.694845</td>\n",
              "      <td>12.836173</td>\n",
              "      <td>13.211348</td>\n",
              "      <td>12.756429</td>\n",
              "      <td>13.082596</td>\n",
              "      <td>12.966414</td>\n",
              "      <td>13.886392</td>\n",
              "      <td>12.714374</td>\n",
              "      <td>14.832059</td>\n",
              "      <td>12.863635</td>\n",
              "      <td>11.221104</td>\n",
              "      <td>16.997885</td>\n",
              "      <td>12.785865</td>\n",
              "      <td>13.641826</td>\n",
              "      <td>13.013902</td>\n",
              "      <td>12.611186</td>\n",
              "      <td>12.955414</td>\n",
              "      <td>14.463077</td>\n",
              "      <td>12.781175</td>\n",
              "      <td>13.469260</td>\n",
              "      <td>12.611703</td>\n",
              "      <td>12.117721</td>\n",
              "      <td>13.162955</td>\n",
              "      <td>14.132026</td>\n",
              "      <td>12.386011</td>\n",
              "      <td>13.241743</td>\n",
              "      <td>11.650338</td>\n",
              "      <td>11.801902</td>\n",
              "      <td>12.064884</td>\n",
              "      <td>12.853317</td>\n",
              "      <td>11.689609</td>\n",
              "      <td>...</td>\n",
              "      <td>4.489537</td>\n",
              "      <td>8.932780</td>\n",
              "      <td>14.278532</td>\n",
              "      <td>14.374188</td>\n",
              "      <td>13.586249</td>\n",
              "      <td>15.282902</td>\n",
              "      <td>14.419683</td>\n",
              "      <td>13.031998</td>\n",
              "      <td>14.932953</td>\n",
              "      <td>12.572840</td>\n",
              "      <td>13.466550</td>\n",
              "      <td>13.681637</td>\n",
              "      <td>12.665779</td>\n",
              "      <td>13.129586</td>\n",
              "      <td>12.849902</td>\n",
              "      <td>14.613993</td>\n",
              "      <td>14.259650</td>\n",
              "      <td>14.065243</td>\n",
              "      <td>14.412404</td>\n",
              "      <td>11.897834</td>\n",
              "      <td>14.162633</td>\n",
              "      <td>13.653745</td>\n",
              "      <td>13.583522</td>\n",
              "      <td>12.945914</td>\n",
              "      <td>11.839837</td>\n",
              "      <td>13.592315</td>\n",
              "      <td>12.284378</td>\n",
              "      <td>11.759708</td>\n",
              "      <td>13.017307</td>\n",
              "      <td>14.094258</td>\n",
              "      <td>14.473384</td>\n",
              "      <td>16.039488</td>\n",
              "      <td>13.716622</td>\n",
              "      <td>11.882394</td>\n",
              "      <td>12.958435</td>\n",
              "      <td>15.027419</td>\n",
              "      <td>14.414004</td>\n",
              "      <td>14.346167</td>\n",
              "      <td>15.063803</td>\n",
              "      <td>13.851837</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>5.801029</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.473787</td>\n",
              "      <td>5.660324</td>\n",
              "      <td>1.082498</td>\n",
              "      <td>1.928996</td>\n",
              "      <td>2.474722</td>\n",
              "      <td>4.918305</td>\n",
              "      <td>5.100057</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.606229</td>\n",
              "      <td>5.903501</td>\n",
              "      <td>2.465948</td>\n",
              "      <td>8.359508</td>\n",
              "      <td>3.262839</td>\n",
              "      <td>1.916553</td>\n",
              "      <td>7.608144</td>\n",
              "      <td>6.934056</td>\n",
              "      <td>6.312139</td>\n",
              "      <td>0.896931</td>\n",
              "      <td>2.677892</td>\n",
              "      <td>2.430740</td>\n",
              "      <td>2.065228</td>\n",
              "      <td>5.386987</td>\n",
              "      <td>0.799004</td>\n",
              "      <td>8.262339</td>\n",
              "      <td>6.007727</td>\n",
              "      <td>2.429723</td>\n",
              "      <td>6.956951</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.511443</td>\n",
              "      <td>1.370499</td>\n",
              "      <td>4.644710</td>\n",
              "      <td>0.898170</td>\n",
              "      <td>5.572035</td>\n",
              "      <td>6.621856</td>\n",
              "      <td>2.075670</td>\n",
              "      <td>2.180657</td>\n",
              "      <td>2.766701</td>\n",
              "      <td>0.910349</td>\n",
              "      <td>...</td>\n",
              "      <td>0.872976</td>\n",
              "      <td>0.729764</td>\n",
              "      <td>1.464192</td>\n",
              "      <td>7.078103</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.002374</td>\n",
              "      <td>0.597158</td>\n",
              "      <td>0.995481</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.275262</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.322083</td>\n",
              "      <td>0.908851</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>9.386108</td>\n",
              "      <td>0.966270</td>\n",
              "      <td>10.736320</td>\n",
              "      <td>-0.241377</td>\n",
              "      <td>3.183333</td>\n",
              "      <td>0.550632</td>\n",
              "      <td>2.489816</td>\n",
              "      <td>-0.351131</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>-0.225809</td>\n",
              "      <td>-0.323647</td>\n",
              "      <td>1.158458</td>\n",
              "      <td>3.587131</td>\n",
              "      <td>0.097625</td>\n",
              "      <td>9.389873</td>\n",
              "      <td>0.357939</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>1.393125</td>\n",
              "      <td>0.361105</td>\n",
              "      <td>0.332885</td>\n",
              "      <td>-0.770178</td>\n",
              "      <td>0.967072</td>\n",
              "      <td>0.294256</td>\n",
              "      <td>11.113740</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>7.582571</td>\n",
              "      <td>7.643127</td>\n",
              "      <td>6.252629</td>\n",
              "      <td>8.554217</td>\n",
              "      <td>10.604942</td>\n",
              "      <td>7.481380</td>\n",
              "      <td>10.292092</td>\n",
              "      <td>8.609611</td>\n",
              "      <td>9.266067</td>\n",
              "      <td>11.610457</td>\n",
              "      <td>8.197811</td>\n",
              "      <td>7.147480</td>\n",
              "      <td>7.586292</td>\n",
              "      <td>7.439648</td>\n",
              "      <td>6.967445</td>\n",
              "      <td>9.267187</td>\n",
              "      <td>9.087625</td>\n",
              "      <td>7.853983</td>\n",
              "      <td>7.125103</td>\n",
              "      <td>8.081233</td>\n",
              "      <td>10.802484</td>\n",
              "      <td>7.043016</td>\n",
              "      <td>7.224021</td>\n",
              "      <td>6.285315</td>\n",
              "      <td>9.505534</td>\n",
              "      <td>7.097727</td>\n",
              "      <td>6.411292</td>\n",
              "      <td>7.806743</td>\n",
              "      <td>8.053296</td>\n",
              "      <td>6.687970</td>\n",
              "      <td>10.465148</td>\n",
              "      <td>5.792848</td>\n",
              "      <td>8.023449</td>\n",
              "      <td>7.156376</td>\n",
              "      <td>8.252713</td>\n",
              "      <td>9.014040</td>\n",
              "      <td>7.313028</td>\n",
              "      <td>7.142955</td>\n",
              "      <td>8.018729</td>\n",
              "      <td>6.026889</td>\n",
              "      <td>...</td>\n",
              "      <td>5.209609</td>\n",
              "      <td>4.425827</td>\n",
              "      <td>7.240562</td>\n",
              "      <td>8.716425</td>\n",
              "      <td>5.719862</td>\n",
              "      <td>9.526607</td>\n",
              "      <td>8.684506</td>\n",
              "      <td>6.797259</td>\n",
              "      <td>8.710404</td>\n",
              "      <td>7.697415</td>\n",
              "      <td>8.236906</td>\n",
              "      <td>6.676464</td>\n",
              "      <td>7.429183</td>\n",
              "      <td>6.844128</td>\n",
              "      <td>7.262915</td>\n",
              "      <td>7.856952</td>\n",
              "      <td>7.720332</td>\n",
              "      <td>7.756261</td>\n",
              "      <td>8.506048</td>\n",
              "      <td>6.610843</td>\n",
              "      <td>6.901517</td>\n",
              "      <td>7.581390</td>\n",
              "      <td>7.469527</td>\n",
              "      <td>7.460968</td>\n",
              "      <td>5.690666</td>\n",
              "      <td>7.482899</td>\n",
              "      <td>8.460490</td>\n",
              "      <td>5.797531</td>\n",
              "      <td>6.608367</td>\n",
              "      <td>7.931955</td>\n",
              "      <td>8.156970</td>\n",
              "      <td>9.486794</td>\n",
              "      <td>6.214448</td>\n",
              "      <td>6.873906</td>\n",
              "      <td>6.064858</td>\n",
              "      <td>8.451535</td>\n",
              "      <td>7.638347</td>\n",
              "      <td>8.917030</td>\n",
              "      <td>8.046112</td>\n",
              "      <td>7.971248</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>6.931175</td>\n",
              "      <td>5.000113</td>\n",
              "      <td>5.325721</td>\n",
              "      <td>6.634788</td>\n",
              "      <td>4.361768</td>\n",
              "      <td>4.994874</td>\n",
              "      <td>7.194383</td>\n",
              "      <td>6.695910</td>\n",
              "      <td>4.984380</td>\n",
              "      <td>4.333431</td>\n",
              "      <td>6.430314</td>\n",
              "      <td>7.045137</td>\n",
              "      <td>4.815027</td>\n",
              "      <td>4.449654</td>\n",
              "      <td>5.922517</td>\n",
              "      <td>6.616656</td>\n",
              "      <td>4.486650</td>\n",
              "      <td>5.173435</td>\n",
              "      <td>5.806538</td>\n",
              "      <td>4.837247</td>\n",
              "      <td>6.142599</td>\n",
              "      <td>5.781842</td>\n",
              "      <td>6.068013</td>\n",
              "      <td>6.546714</td>\n",
              "      <td>4.826650</td>\n",
              "      <td>5.299208</td>\n",
              "      <td>5.029978</td>\n",
              "      <td>4.070080</td>\n",
              "      <td>5.724899</td>\n",
              "      <td>2.567083</td>\n",
              "      <td>5.893321</td>\n",
              "      <td>2.876271</td>\n",
              "      <td>4.545882</td>\n",
              "      <td>3.802834</td>\n",
              "      <td>5.002158</td>\n",
              "      <td>6.419547</td>\n",
              "      <td>4.406761</td>\n",
              "      <td>4.472579</td>\n",
              "      <td>4.414088</td>\n",
              "      <td>1.464145</td>\n",
              "      <td>...</td>\n",
              "      <td>1.213398</td>\n",
              "      <td>2.277781</td>\n",
              "      <td>4.080225</td>\n",
              "      <td>7.676742</td>\n",
              "      <td>7.223508</td>\n",
              "      <td>6.080463</td>\n",
              "      <td>6.155832</td>\n",
              "      <td>7.151566</td>\n",
              "      <td>5.370538</td>\n",
              "      <td>6.491381</td>\n",
              "      <td>5.476719</td>\n",
              "      <td>6.863926</td>\n",
              "      <td>3.065849</td>\n",
              "      <td>7.303302</td>\n",
              "      <td>7.161879</td>\n",
              "      <td>6.051361</td>\n",
              "      <td>6.505261</td>\n",
              "      <td>8.057204</td>\n",
              "      <td>6.353578</td>\n",
              "      <td>5.052979</td>\n",
              "      <td>6.984293</td>\n",
              "      <td>5.508735</td>\n",
              "      <td>4.806567</td>\n",
              "      <td>4.127213</td>\n",
              "      <td>5.536629</td>\n",
              "      <td>6.739452</td>\n",
              "      <td>7.074957</td>\n",
              "      <td>7.562484</td>\n",
              "      <td>5.366477</td>\n",
              "      <td>3.816553</td>\n",
              "      <td>6.709228</td>\n",
              "      <td>6.411384</td>\n",
              "      <td>6.262056</td>\n",
              "      <td>6.982266</td>\n",
              "      <td>7.264977</td>\n",
              "      <td>4.128477</td>\n",
              "      <td>4.780949</td>\n",
              "      <td>5.561825</td>\n",
              "      <td>5.742615</td>\n",
              "      <td>5.554167</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>9.887534</td>\n",
              "      <td>7.525106</td>\n",
              "      <td>8.252453</td>\n",
              "      <td>9.334188</td>\n",
              "      <td>7.573284</td>\n",
              "      <td>8.727185</td>\n",
              "      <td>8.805202</td>\n",
              "      <td>8.423578</td>\n",
              "      <td>7.716319</td>\n",
              "      <td>9.245536</td>\n",
              "      <td>8.311948</td>\n",
              "      <td>9.097303</td>\n",
              "      <td>6.675872</td>\n",
              "      <td>8.354408</td>\n",
              "      <td>6.282638</td>\n",
              "      <td>8.363697</td>\n",
              "      <td>8.646818</td>\n",
              "      <td>9.329254</td>\n",
              "      <td>8.983136</td>\n",
              "      <td>7.504644</td>\n",
              "      <td>8.327193</td>\n",
              "      <td>7.940284</td>\n",
              "      <td>8.221113</td>\n",
              "      <td>8.370892</td>\n",
              "      <td>8.907182</td>\n",
              "      <td>8.851668</td>\n",
              "      <td>8.874453</td>\n",
              "      <td>9.301727</td>\n",
              "      <td>10.162140</td>\n",
              "      <td>10.054876</td>\n",
              "      <td>6.464694</td>\n",
              "      <td>8.457065</td>\n",
              "      <td>8.466664</td>\n",
              "      <td>8.411308</td>\n",
              "      <td>8.618308</td>\n",
              "      <td>7.551278</td>\n",
              "      <td>5.833912</td>\n",
              "      <td>6.846543</td>\n",
              "      <td>8.329819</td>\n",
              "      <td>5.009997</td>\n",
              "      <td>...</td>\n",
              "      <td>3.866850</td>\n",
              "      <td>4.660070</td>\n",
              "      <td>7.361520</td>\n",
              "      <td>8.506906</td>\n",
              "      <td>6.060379</td>\n",
              "      <td>7.427156</td>\n",
              "      <td>7.967849</td>\n",
              "      <td>7.233282</td>\n",
              "      <td>7.649188</td>\n",
              "      <td>6.082739</td>\n",
              "      <td>7.634533</td>\n",
              "      <td>8.850877</td>\n",
              "      <td>7.916814</td>\n",
              "      <td>7.440676</td>\n",
              "      <td>8.375588</td>\n",
              "      <td>6.631123</td>\n",
              "      <td>7.440684</td>\n",
              "      <td>8.040348</td>\n",
              "      <td>8.502911</td>\n",
              "      <td>8.114711</td>\n",
              "      <td>7.788418</td>\n",
              "      <td>7.580872</td>\n",
              "      <td>7.450002</td>\n",
              "      <td>8.089248</td>\n",
              "      <td>4.127787</td>\n",
              "      <td>6.814977</td>\n",
              "      <td>8.255961</td>\n",
              "      <td>9.472599</td>\n",
              "      <td>7.519796</td>\n",
              "      <td>6.666297</td>\n",
              "      <td>7.471396</td>\n",
              "      <td>8.508437</td>\n",
              "      <td>6.082927</td>\n",
              "      <td>8.602941</td>\n",
              "      <td>6.864684</td>\n",
              "      <td>9.146427</td>\n",
              "      <td>7.370483</td>\n",
              "      <td>8.069029</td>\n",
              "      <td>9.095006</td>\n",
              "      <td>8.135767</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>4.850889</td>\n",
              "      <td>10.080045</td>\n",
              "      <td>6.554946</td>\n",
              "      <td>8.820102</td>\n",
              "      <td>5.496644</td>\n",
              "      <td>6.955882</td>\n",
              "      <td>6.850774</td>\n",
              "      <td>10.618431</td>\n",
              "      <td>7.048705</td>\n",
              "      <td>5.944842</td>\n",
              "      <td>5.063619</td>\n",
              "      <td>5.797317</td>\n",
              "      <td>7.326447</td>\n",
              "      <td>8.203842</td>\n",
              "      <td>5.641112</td>\n",
              "      <td>5.889459</td>\n",
              "      <td>7.574768</td>\n",
              "      <td>6.314080</td>\n",
              "      <td>8.932708</td>\n",
              "      <td>8.026546</td>\n",
              "      <td>4.834696</td>\n",
              "      <td>9.446111</td>\n",
              "      <td>5.699343</td>\n",
              "      <td>4.002117</td>\n",
              "      <td>8.188777</td>\n",
              "      <td>4.969058</td>\n",
              "      <td>5.319791</td>\n",
              "      <td>6.457466</td>\n",
              "      <td>7.621180</td>\n",
              "      <td>7.968321</td>\n",
              "      <td>3.710470</td>\n",
              "      <td>7.793961</td>\n",
              "      <td>4.691696</td>\n",
              "      <td>7.462216</td>\n",
              "      <td>5.491356</td>\n",
              "      <td>2.595122</td>\n",
              "      <td>8.424893</td>\n",
              "      <td>8.421000</td>\n",
              "      <td>6.113009</td>\n",
              "      <td>8.133908</td>\n",
              "      <td>...</td>\n",
              "      <td>6.587014</td>\n",
              "      <td>7.241967</td>\n",
              "      <td>6.466279</td>\n",
              "      <td>8.267143</td>\n",
              "      <td>5.274372</td>\n",
              "      <td>6.365358</td>\n",
              "      <td>8.573524</td>\n",
              "      <td>6.831245</td>\n",
              "      <td>5.417535</td>\n",
              "      <td>8.806302</td>\n",
              "      <td>8.685374</td>\n",
              "      <td>7.677159</td>\n",
              "      <td>5.322301</td>\n",
              "      <td>5.731058</td>\n",
              "      <td>9.196410</td>\n",
              "      <td>7.997377</td>\n",
              "      <td>8.439783</td>\n",
              "      <td>6.882748</td>\n",
              "      <td>7.850625</td>\n",
              "      <td>7.808378</td>\n",
              "      <td>5.579766</td>\n",
              "      <td>10.404177</td>\n",
              "      <td>9.262609</td>\n",
              "      <td>7.702273</td>\n",
              "      <td>5.992424</td>\n",
              "      <td>5.089270</td>\n",
              "      <td>5.519475</td>\n",
              "      <td>9.664148</td>\n",
              "      <td>9.763112</td>\n",
              "      <td>8.027416</td>\n",
              "      <td>8.305460</td>\n",
              "      <td>8.622212</td>\n",
              "      <td>9.087288</td>\n",
              "      <td>4.442249</td>\n",
              "      <td>9.153326</td>\n",
              "      <td>7.453219</td>\n",
              "      <td>8.685146</td>\n",
              "      <td>5.777257</td>\n",
              "      <td>8.671000</td>\n",
              "      <td>6.994216</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>10.627251</td>\n",
              "      <td>10.530065</td>\n",
              "      <td>9.883053</td>\n",
              "      <td>9.286669</td>\n",
              "      <td>9.193683</td>\n",
              "      <td>8.005159</td>\n",
              "      <td>5.378973</td>\n",
              "      <td>10.369423</td>\n",
              "      <td>11.743623</td>\n",
              "      <td>5.743590</td>\n",
              "      <td>12.093612</td>\n",
              "      <td>10.745691</td>\n",
              "      <td>6.294413</td>\n",
              "      <td>9.087221</td>\n",
              "      <td>8.727744</td>\n",
              "      <td>12.291467</td>\n",
              "      <td>8.888752</td>\n",
              "      <td>13.333449</td>\n",
              "      <td>13.220998</td>\n",
              "      <td>9.508102</td>\n",
              "      <td>8.165686</td>\n",
              "      <td>9.377280</td>\n",
              "      <td>12.708125</td>\n",
              "      <td>13.870779</td>\n",
              "      <td>7.776604</td>\n",
              "      <td>14.569624</td>\n",
              "      <td>14.127656</td>\n",
              "      <td>7.933856</td>\n",
              "      <td>9.589194</td>\n",
              "      <td>4.059528</td>\n",
              "      <td>13.474428</td>\n",
              "      <td>7.653325</td>\n",
              "      <td>14.105843</td>\n",
              "      <td>8.381725</td>\n",
              "      <td>13.560166</td>\n",
              "      <td>13.945279</td>\n",
              "      <td>6.558384</td>\n",
              "      <td>7.953294</td>\n",
              "      <td>12.082721</td>\n",
              "      <td>6.192186</td>\n",
              "      <td>...</td>\n",
              "      <td>8.688122</td>\n",
              "      <td>7.023547</td>\n",
              "      <td>8.154786</td>\n",
              "      <td>8.554613</td>\n",
              "      <td>7.831819</td>\n",
              "      <td>7.045689</td>\n",
              "      <td>7.067999</td>\n",
              "      <td>9.023414</td>\n",
              "      <td>7.770647</td>\n",
              "      <td>11.677411</td>\n",
              "      <td>7.857919</td>\n",
              "      <td>7.116519</td>\n",
              "      <td>6.650215</td>\n",
              "      <td>7.278622</td>\n",
              "      <td>11.008909</td>\n",
              "      <td>6.542767</td>\n",
              "      <td>6.960582</td>\n",
              "      <td>8.769583</td>\n",
              "      <td>7.190951</td>\n",
              "      <td>7.573419</td>\n",
              "      <td>8.954409</td>\n",
              "      <td>10.910917</td>\n",
              "      <td>9.763776</td>\n",
              "      <td>7.100918</td>\n",
              "      <td>8.009699</td>\n",
              "      <td>7.021071</td>\n",
              "      <td>5.428547</td>\n",
              "      <td>7.398720</td>\n",
              "      <td>9.165770</td>\n",
              "      <td>7.543614</td>\n",
              "      <td>7.783043</td>\n",
              "      <td>9.018780</td>\n",
              "      <td>8.237481</td>\n",
              "      <td>5.061083</td>\n",
              "      <td>7.497200</td>\n",
              "      <td>9.347871</td>\n",
              "      <td>9.505100</td>\n",
              "      <td>7.679409</td>\n",
              "      <td>11.826834</td>\n",
              "      <td>8.416407</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>6.161992</td>\n",
              "      <td>3.414555</td>\n",
              "      <td>5.237843</td>\n",
              "      <td>4.963895</td>\n",
              "      <td>4.195710</td>\n",
              "      <td>4.976611</td>\n",
              "      <td>5.058529</td>\n",
              "      <td>5.652403</td>\n",
              "      <td>4.285321</td>\n",
              "      <td>2.561057</td>\n",
              "      <td>5.382408</td>\n",
              "      <td>5.612851</td>\n",
              "      <td>4.378262</td>\n",
              "      <td>5.908791</td>\n",
              "      <td>2.405802</td>\n",
              "      <td>4.141694</td>\n",
              "      <td>4.166450</td>\n",
              "      <td>4.977788</td>\n",
              "      <td>1.933157</td>\n",
              "      <td>2.981232</td>\n",
              "      <td>4.691316</td>\n",
              "      <td>6.005425</td>\n",
              "      <td>3.453281</td>\n",
              "      <td>1.932401</td>\n",
              "      <td>4.769089</td>\n",
              "      <td>2.839738</td>\n",
              "      <td>2.040998</td>\n",
              "      <td>5.912566</td>\n",
              "      <td>6.083367</td>\n",
              "      <td>4.097762</td>\n",
              "      <td>2.123832</td>\n",
              "      <td>6.155749</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>6.283055</td>\n",
              "      <td>4.155231</td>\n",
              "      <td>1.422664</td>\n",
              "      <td>3.138962</td>\n",
              "      <td>3.536140</td>\n",
              "      <td>5.103569</td>\n",
              "      <td>0.910349</td>\n",
              "      <td>...</td>\n",
              "      <td>3.114846</td>\n",
              "      <td>3.554825</td>\n",
              "      <td>4.911858</td>\n",
              "      <td>5.632039</td>\n",
              "      <td>4.286682</td>\n",
              "      <td>4.020036</td>\n",
              "      <td>2.301552</td>\n",
              "      <td>3.738738</td>\n",
              "      <td>4.467631</td>\n",
              "      <td>4.122595</td>\n",
              "      <td>3.631013</td>\n",
              "      <td>5.114133</td>\n",
              "      <td>4.774027</td>\n",
              "      <td>7.378332</td>\n",
              "      <td>4.973600</td>\n",
              "      <td>4.113923</td>\n",
              "      <td>4.006316</td>\n",
              "      <td>5.999536</td>\n",
              "      <td>5.493450</td>\n",
              "      <td>4.899584</td>\n",
              "      <td>6.337124</td>\n",
              "      <td>5.830312</td>\n",
              "      <td>6.009718</td>\n",
              "      <td>4.749331</td>\n",
              "      <td>1.487385</td>\n",
              "      <td>3.454055</td>\n",
              "      <td>4.931311</td>\n",
              "      <td>5.877263</td>\n",
              "      <td>4.424486</td>\n",
              "      <td>4.832890</td>\n",
              "      <td>3.426683</td>\n",
              "      <td>7.177308</td>\n",
              "      <td>3.649690</td>\n",
              "      <td>4.101192</td>\n",
              "      <td>4.140190</td>\n",
              "      <td>5.498616</td>\n",
              "      <td>5.328929</td>\n",
              "      <td>3.901169</td>\n",
              "      <td>6.302850</td>\n",
              "      <td>4.488859</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>8.323748</td>\n",
              "      <td>10.067165</td>\n",
              "      <td>9.809704</td>\n",
              "      <td>8.283607</td>\n",
              "      <td>9.646168</td>\n",
              "      <td>8.362466</td>\n",
              "      <td>11.117825</td>\n",
              "      <td>9.692009</td>\n",
              "      <td>7.611047</td>\n",
              "      <td>11.146435</td>\n",
              "      <td>9.145988</td>\n",
              "      <td>9.968969</td>\n",
              "      <td>8.618268</td>\n",
              "      <td>10.347688</td>\n",
              "      <td>7.461054</td>\n",
              "      <td>11.990292</td>\n",
              "      <td>11.361681</td>\n",
              "      <td>8.445859</td>\n",
              "      <td>9.480140</td>\n",
              "      <td>8.319826</td>\n",
              "      <td>9.853832</td>\n",
              "      <td>10.375235</td>\n",
              "      <td>10.338592</td>\n",
              "      <td>8.935849</td>\n",
              "      <td>9.782610</td>\n",
              "      <td>10.193193</td>\n",
              "      <td>8.564020</td>\n",
              "      <td>10.901787</td>\n",
              "      <td>7.976576</td>\n",
              "      <td>7.814896</td>\n",
              "      <td>11.424298</td>\n",
              "      <td>9.849837</td>\n",
              "      <td>9.598557</td>\n",
              "      <td>8.328446</td>\n",
              "      <td>8.196563</td>\n",
              "      <td>8.967973</td>\n",
              "      <td>7.053470</td>\n",
              "      <td>9.981681</td>\n",
              "      <td>10.757423</td>\n",
              "      <td>9.946801</td>\n",
              "      <td>...</td>\n",
              "      <td>8.886103</td>\n",
              "      <td>11.342314</td>\n",
              "      <td>10.407830</td>\n",
              "      <td>11.003746</td>\n",
              "      <td>10.694927</td>\n",
              "      <td>10.047165</td>\n",
              "      <td>10.679636</td>\n",
              "      <td>10.033574</td>\n",
              "      <td>10.382492</td>\n",
              "      <td>9.833253</td>\n",
              "      <td>10.905610</td>\n",
              "      <td>10.609746</td>\n",
              "      <td>9.958122</td>\n",
              "      <td>11.163832</td>\n",
              "      <td>10.250598</td>\n",
              "      <td>10.414135</td>\n",
              "      <td>9.893872</td>\n",
              "      <td>10.562748</td>\n",
              "      <td>11.039014</td>\n",
              "      <td>8.573935</td>\n",
              "      <td>10.433410</td>\n",
              "      <td>10.702920</td>\n",
              "      <td>10.345342</td>\n",
              "      <td>10.014483</td>\n",
              "      <td>9.144830</td>\n",
              "      <td>10.570235</td>\n",
              "      <td>9.743919</td>\n",
              "      <td>9.062233</td>\n",
              "      <td>10.407759</td>\n",
              "      <td>9.933308</td>\n",
              "      <td>10.679077</td>\n",
              "      <td>11.754888</td>\n",
              "      <td>10.778451</td>\n",
              "      <td>8.441653</td>\n",
              "      <td>11.093775</td>\n",
              "      <td>11.068121</td>\n",
              "      <td>10.573584</td>\n",
              "      <td>10.663764</td>\n",
              "      <td>10.831970</td>\n",
              "      <td>10.625608</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.662775</td>\n",
              "      <td>0.827494</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.014284</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>4.090938</td>\n",
              "      <td>5.446948</td>\n",
              "      <td>0.684190</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.471031</td>\n",
              "      <td>1.655214</td>\n",
              "      <td>0.944933</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.977788</td>\n",
              "      <td>3.008487</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.525267</td>\n",
              "      <td>0.483468</td>\n",
              "      <td>1.268135</td>\n",
              "      <td>3.551984</td>\n",
              "      <td>0.961623</td>\n",
              "      <td>1.027437</td>\n",
              "      <td>0.524866</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.554331</td>\n",
              "      <td>1.592206</td>\n",
              "      <td>1.040612</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.589572</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.525868</td>\n",
              "      <td>...</td>\n",
              "      <td>1.987371</td>\n",
              "      <td>0.599696</td>\n",
              "      <td>8.892301</td>\n",
              "      <td>6.968036</td>\n",
              "      <td>5.066523</td>\n",
              "      <td>5.534709</td>\n",
              "      <td>0.186219</td>\n",
              "      <td>7.884487</td>\n",
              "      <td>3.579254</td>\n",
              "      <td>-0.916511</td>\n",
              "      <td>1.754162</td>\n",
              "      <td>2.592453</td>\n",
              "      <td>7.712606</td>\n",
              "      <td>3.325861</td>\n",
              "      <td>3.606794</td>\n",
              "      <td>0.421702</td>\n",
              "      <td>-0.916511</td>\n",
              "      <td>8.134816</td>\n",
              "      <td>6.483749</td>\n",
              "      <td>1.132506</td>\n",
              "      <td>7.310856</td>\n",
              "      <td>3.857891</td>\n",
              "      <td>4.312423</td>\n",
              "      <td>4.037224</td>\n",
              "      <td>1.572834</td>\n",
              "      <td>2.235467</td>\n",
              "      <td>3.536981</td>\n",
              "      <td>6.106401</td>\n",
              "      <td>4.936184</td>\n",
              "      <td>0.894932</td>\n",
              "      <td>4.840517</td>\n",
              "      <td>1.520280</td>\n",
              "      <td>5.522462</td>\n",
              "      <td>4.844333</td>\n",
              "      <td>2.552017</td>\n",
              "      <td>5.017563</td>\n",
              "      <td>2.033384</td>\n",
              "      <td>8.393526</td>\n",
              "      <td>-0.118404</td>\n",
              "      <td>5.320540</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>0.565890</td>\n",
              "      <td>0.852239</td>\n",
              "      <td>7.367406</td>\n",
              "      <td>3.657514</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.891030</td>\n",
              "      <td>3.607555</td>\n",
              "      <td>1.014284</td>\n",
              "      <td>8.102154</td>\n",
              "      <td>0.531668</td>\n",
              "      <td>1.825582</td>\n",
              "      <td>2.214374</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>9.311576</td>\n",
              "      <td>5.528043</td>\n",
              "      <td>2.232753</td>\n",
              "      <td>2.943621</td>\n",
              "      <td>3.448386</td>\n",
              "      <td>7.882074</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.909428</td>\n",
              "      <td>1.760774</td>\n",
              "      <td>3.240421</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>0.559541</td>\n",
              "      <td>3.508961</td>\n",
              "      <td>4.600258</td>\n",
              "      <td>2.085119</td>\n",
              "      <td>2.047818</td>\n",
              "      <td>3.282766</td>\n",
              "      <td>0.612117</td>\n",
              "      <td>4.064693</td>\n",
              "      <td>1.447579</td>\n",
              "      <td>5.361189</td>\n",
              "      <td>1.422664</td>\n",
              "      <td>0.545277</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>5.734699</td>\n",
              "      <td>0.910349</td>\n",
              "      <td>...</td>\n",
              "      <td>6.192000</td>\n",
              "      <td>5.866601</td>\n",
              "      <td>5.490244</td>\n",
              "      <td>2.492216</td>\n",
              "      <td>0.853373</td>\n",
              "      <td>4.363053</td>\n",
              "      <td>6.670752</td>\n",
              "      <td>5.750446</td>\n",
              "      <td>4.796007</td>\n",
              "      <td>0.202198</td>\n",
              "      <td>5.892693</td>\n",
              "      <td>2.451806</td>\n",
              "      <td>5.889873</td>\n",
              "      <td>5.836091</td>\n",
              "      <td>4.101988</td>\n",
              "      <td>1.591065</td>\n",
              "      <td>1.648716</td>\n",
              "      <td>8.118125</td>\n",
              "      <td>3.128780</td>\n",
              "      <td>7.941323</td>\n",
              "      <td>6.276020</td>\n",
              "      <td>7.153105</td>\n",
              "      <td>0.996932</td>\n",
              "      <td>2.468846</td>\n",
              "      <td>4.835473</td>\n",
              "      <td>3.413676</td>\n",
              "      <td>2.097077</td>\n",
              "      <td>1.331880</td>\n",
              "      <td>1.442649</td>\n",
              "      <td>2.428530</td>\n",
              "      <td>3.311047</td>\n",
              "      <td>6.042442</td>\n",
              "      <td>3.914294</td>\n",
              "      <td>7.084860</td>\n",
              "      <td>7.974536</td>\n",
              "      <td>8.502233</td>\n",
              "      <td>1.270242</td>\n",
              "      <td>7.639674</td>\n",
              "      <td>8.226593</td>\n",
              "      <td>5.393858</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>5.435199</td>\n",
              "      <td>3.795372</td>\n",
              "      <td>5.044189</td>\n",
              "      <td>7.141606</td>\n",
              "      <td>6.123902</td>\n",
              "      <td>4.189690</td>\n",
              "      <td>1.619225</td>\n",
              "      <td>4.632187</td>\n",
              "      <td>5.648301</td>\n",
              "      <td>2.042329</td>\n",
              "      <td>5.925914</td>\n",
              "      <td>5.988685</td>\n",
              "      <td>2.961123</td>\n",
              "      <td>5.454877</td>\n",
              "      <td>5.641112</td>\n",
              "      <td>5.316613</td>\n",
              "      <td>5.882883</td>\n",
              "      <td>5.233171</td>\n",
              "      <td>4.200308</td>\n",
              "      <td>3.503959</td>\n",
              "      <td>4.498034</td>\n",
              "      <td>5.860285</td>\n",
              "      <td>4.210833</td>\n",
              "      <td>5.625177</td>\n",
              "      <td>3.763263</td>\n",
              "      <td>6.664454</td>\n",
              "      <td>6.320485</td>\n",
              "      <td>5.459474</td>\n",
              "      <td>5.891789</td>\n",
              "      <td>2.047818</td>\n",
              "      <td>6.518537</td>\n",
              "      <td>5.344850</td>\n",
              "      <td>6.389045</td>\n",
              "      <td>4.497842</td>\n",
              "      <td>7.188737</td>\n",
              "      <td>6.910936</td>\n",
              "      <td>5.051124</td>\n",
              "      <td>4.713685</td>\n",
              "      <td>5.734699</td>\n",
              "      <td>5.159488</td>\n",
              "      <td>...</td>\n",
              "      <td>1.096355</td>\n",
              "      <td>2.526372</td>\n",
              "      <td>3.342223</td>\n",
              "      <td>3.022955</td>\n",
              "      <td>5.115477</td>\n",
              "      <td>2.228884</td>\n",
              "      <td>1.141214</td>\n",
              "      <td>7.373419</td>\n",
              "      <td>2.607539</td>\n",
              "      <td>5.505250</td>\n",
              "      <td>2.459465</td>\n",
              "      <td>1.175115</td>\n",
              "      <td>7.359555</td>\n",
              "      <td>2.156522</td>\n",
              "      <td>3.583732</td>\n",
              "      <td>0.046589</td>\n",
              "      <td>1.982551</td>\n",
              "      <td>3.046708</td>\n",
              "      <td>0.969514</td>\n",
              "      <td>2.797465</td>\n",
              "      <td>3.642042</td>\n",
              "      <td>2.950382</td>\n",
              "      <td>2.155407</td>\n",
              "      <td>1.056136</td>\n",
              "      <td>0.815185</td>\n",
              "      <td>2.266941</td>\n",
              "      <td>1.340846</td>\n",
              "      <td>2.556571</td>\n",
              "      <td>3.270639</td>\n",
              "      <td>1.844719</td>\n",
              "      <td>2.643454</td>\n",
              "      <td>1.418100</td>\n",
              "      <td>0.793523</td>\n",
              "      <td>3.793040</td>\n",
              "      <td>0.893321</td>\n",
              "      <td>1.927940</td>\n",
              "      <td>0.501640</td>\n",
              "      <td>2.922890</td>\n",
              "      <td>1.345820</td>\n",
              "      <td>5.573130</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>9.653768</td>\n",
              "      <td>9.956353</td>\n",
              "      <td>11.582156</td>\n",
              "      <td>11.716417</td>\n",
              "      <td>8.655985</td>\n",
              "      <td>10.342330</td>\n",
              "      <td>9.904979</td>\n",
              "      <td>10.496075</td>\n",
              "      <td>9.074289</td>\n",
              "      <td>10.805397</td>\n",
              "      <td>7.805073</td>\n",
              "      <td>11.688845</td>\n",
              "      <td>11.312877</td>\n",
              "      <td>11.976274</td>\n",
              "      <td>10.471452</td>\n",
              "      <td>10.582057</td>\n",
              "      <td>12.374803</td>\n",
              "      <td>9.967226</td>\n",
              "      <td>9.505540</td>\n",
              "      <td>9.671815</td>\n",
              "      <td>9.508322</td>\n",
              "      <td>8.715657</td>\n",
              "      <td>11.189349</td>\n",
              "      <td>11.192564</td>\n",
              "      <td>10.949870</td>\n",
              "      <td>10.557109</td>\n",
              "      <td>9.260094</td>\n",
              "      <td>9.648658</td>\n",
              "      <td>10.064150</td>\n",
              "      <td>8.844160</td>\n",
              "      <td>10.367306</td>\n",
              "      <td>11.568151</td>\n",
              "      <td>9.519373</td>\n",
              "      <td>9.159707</td>\n",
              "      <td>9.710805</td>\n",
              "      <td>10.387457</td>\n",
              "      <td>9.869305</td>\n",
              "      <td>10.618312</td>\n",
              "      <td>11.228897</td>\n",
              "      <td>10.376191</td>\n",
              "      <td>...</td>\n",
              "      <td>13.187392</td>\n",
              "      <td>11.742971</td>\n",
              "      <td>9.641917</td>\n",
              "      <td>10.391170</td>\n",
              "      <td>9.122479</td>\n",
              "      <td>10.171211</td>\n",
              "      <td>9.300188</td>\n",
              "      <td>10.067133</td>\n",
              "      <td>8.063290</td>\n",
              "      <td>10.632407</td>\n",
              "      <td>10.983427</td>\n",
              "      <td>9.908909</td>\n",
              "      <td>11.903624</td>\n",
              "      <td>10.205624</td>\n",
              "      <td>10.382613</td>\n",
              "      <td>9.190624</td>\n",
              "      <td>10.411411</td>\n",
              "      <td>9.919404</td>\n",
              "      <td>11.018418</td>\n",
              "      <td>10.770566</td>\n",
              "      <td>9.261348</td>\n",
              "      <td>10.569061</td>\n",
              "      <td>10.688004</td>\n",
              "      <td>9.283352</td>\n",
              "      <td>9.036734</td>\n",
              "      <td>9.359702</td>\n",
              "      <td>10.958654</td>\n",
              "      <td>10.762873</td>\n",
              "      <td>11.691335</td>\n",
              "      <td>10.202285</td>\n",
              "      <td>9.829529</td>\n",
              "      <td>10.116717</td>\n",
              "      <td>9.309937</td>\n",
              "      <td>10.909804</td>\n",
              "      <td>9.659484</td>\n",
              "      <td>10.013305</td>\n",
              "      <td>9.466069</td>\n",
              "      <td>10.253889</td>\n",
              "      <td>10.060705</td>\n",
              "      <td>9.577039</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>9.512912</td>\n",
              "      <td>10.101936</td>\n",
              "      <td>12.233707</td>\n",
              "      <td>11.972556</td>\n",
              "      <td>9.756543</td>\n",
              "      <td>9.674697</td>\n",
              "      <td>6.829380</td>\n",
              "      <td>8.567568</td>\n",
              "      <td>11.331242</td>\n",
              "      <td>7.576053</td>\n",
              "      <td>10.089345</td>\n",
              "      <td>11.476083</td>\n",
              "      <td>7.512235</td>\n",
              "      <td>11.794542</td>\n",
              "      <td>9.880435</td>\n",
              "      <td>12.221651</td>\n",
              "      <td>9.972362</td>\n",
              "      <td>11.323280</td>\n",
              "      <td>10.647467</td>\n",
              "      <td>8.367677</td>\n",
              "      <td>8.411964</td>\n",
              "      <td>9.667951</td>\n",
              "      <td>12.331916</td>\n",
              "      <td>13.806006</td>\n",
              "      <td>9.491514</td>\n",
              "      <td>13.321731</td>\n",
              "      <td>12.198242</td>\n",
              "      <td>11.010745</td>\n",
              "      <td>10.188848</td>\n",
              "      <td>9.281091</td>\n",
              "      <td>13.138800</td>\n",
              "      <td>9.989153</td>\n",
              "      <td>13.532928</td>\n",
              "      <td>8.780645</td>\n",
              "      <td>11.783911</td>\n",
              "      <td>14.302732</td>\n",
              "      <td>9.745846</td>\n",
              "      <td>9.853748</td>\n",
              "      <td>11.951416</td>\n",
              "      <td>6.183485</td>\n",
              "      <td>...</td>\n",
              "      <td>7.702385</td>\n",
              "      <td>8.975080</td>\n",
              "      <td>6.297028</td>\n",
              "      <td>8.794765</td>\n",
              "      <td>6.130320</td>\n",
              "      <td>8.850403</td>\n",
              "      <td>8.167599</td>\n",
              "      <td>9.540823</td>\n",
              "      <td>7.265961</td>\n",
              "      <td>11.167952</td>\n",
              "      <td>5.934700</td>\n",
              "      <td>5.690067</td>\n",
              "      <td>10.400342</td>\n",
              "      <td>7.315927</td>\n",
              "      <td>6.803304</td>\n",
              "      <td>6.919641</td>\n",
              "      <td>10.545721</td>\n",
              "      <td>6.394472</td>\n",
              "      <td>9.937642</td>\n",
              "      <td>4.749905</td>\n",
              "      <td>6.267568</td>\n",
              "      <td>6.418747</td>\n",
              "      <td>9.910849</td>\n",
              "      <td>8.239844</td>\n",
              "      <td>6.371374</td>\n",
              "      <td>6.146758</td>\n",
              "      <td>8.104483</td>\n",
              "      <td>4.615156</td>\n",
              "      <td>6.749049</td>\n",
              "      <td>7.530471</td>\n",
              "      <td>7.741589</td>\n",
              "      <td>7.590572</td>\n",
              "      <td>4.925079</td>\n",
              "      <td>4.409820</td>\n",
              "      <td>8.705076</td>\n",
              "      <td>9.633295</td>\n",
              "      <td>7.327616</td>\n",
              "      <td>8.325574</td>\n",
              "      <td>7.252077</td>\n",
              "      <td>7.644224</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>10.992924</td>\n",
              "      <td>8.074436</td>\n",
              "      <td>9.780843</td>\n",
              "      <td>9.493049</td>\n",
              "      <td>9.828362</td>\n",
              "      <td>9.907622</td>\n",
              "      <td>6.786688</td>\n",
              "      <td>10.167581</td>\n",
              "      <td>8.624843</td>\n",
              "      <td>7.701799</td>\n",
              "      <td>9.537929</td>\n",
              "      <td>9.975074</td>\n",
              "      <td>10.167820</td>\n",
              "      <td>10.985998</td>\n",
              "      <td>7.638849</td>\n",
              "      <td>8.733378</td>\n",
              "      <td>9.496960</td>\n",
              "      <td>9.896249</td>\n",
              "      <td>8.961548</td>\n",
              "      <td>8.000969</td>\n",
              "      <td>9.696568</td>\n",
              "      <td>10.789884</td>\n",
              "      <td>9.258627</td>\n",
              "      <td>8.581803</td>\n",
              "      <td>10.347500</td>\n",
              "      <td>8.698861</td>\n",
              "      <td>7.751102</td>\n",
              "      <td>10.399043</td>\n",
              "      <td>10.102107</td>\n",
              "      <td>10.213469</td>\n",
              "      <td>9.125452</td>\n",
              "      <td>11.315772</td>\n",
              "      <td>8.493431</td>\n",
              "      <td>11.006123</td>\n",
              "      <td>9.324995</td>\n",
              "      <td>9.166703</td>\n",
              "      <td>8.780300</td>\n",
              "      <td>7.982383</td>\n",
              "      <td>9.284572</td>\n",
              "      <td>6.758889</td>\n",
              "      <td>...</td>\n",
              "      <td>7.842186</td>\n",
              "      <td>8.724209</td>\n",
              "      <td>9.110195</td>\n",
              "      <td>7.944465</td>\n",
              "      <td>7.824163</td>\n",
              "      <td>7.159442</td>\n",
              "      <td>7.056245</td>\n",
              "      <td>8.638081</td>\n",
              "      <td>8.712834</td>\n",
              "      <td>9.367498</td>\n",
              "      <td>8.569684</td>\n",
              "      <td>8.694083</td>\n",
              "      <td>8.447635</td>\n",
              "      <td>8.350934</td>\n",
              "      <td>9.759458</td>\n",
              "      <td>5.890400</td>\n",
              "      <td>7.914666</td>\n",
              "      <td>9.449404</td>\n",
              "      <td>8.817582</td>\n",
              "      <td>9.290840</td>\n",
              "      <td>9.407491</td>\n",
              "      <td>10.013474</td>\n",
              "      <td>8.571645</td>\n",
              "      <td>8.821980</td>\n",
              "      <td>7.889061</td>\n",
              "      <td>8.120526</td>\n",
              "      <td>7.300040</td>\n",
              "      <td>7.452814</td>\n",
              "      <td>10.069285</td>\n",
              "      <td>9.014757</td>\n",
              "      <td>7.382955</td>\n",
              "      <td>8.109912</td>\n",
              "      <td>7.715163</td>\n",
              "      <td>8.583780</td>\n",
              "      <td>7.747194</td>\n",
              "      <td>8.253909</td>\n",
              "      <td>8.840669</td>\n",
              "      <td>7.517728</td>\n",
              "      <td>8.759674</td>\n",
              "      <td>8.889708</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>3.945720</td>\n",
              "      <td>4.886882</td>\n",
              "      <td>4.361256</td>\n",
              "      <td>1.350045</td>\n",
              "      <td>6.736388</td>\n",
              "      <td>2.967003</td>\n",
              "      <td>8.333562</td>\n",
              "      <td>2.831796</td>\n",
              "      <td>1.865008</td>\n",
              "      <td>8.938686</td>\n",
              "      <td>4.281535</td>\n",
              "      <td>4.015239</td>\n",
              "      <td>1.431249</td>\n",
              "      <td>5.012444</td>\n",
              "      <td>3.091497</td>\n",
              "      <td>4.352370</td>\n",
              "      <td>3.975043</td>\n",
              "      <td>3.880686</td>\n",
              "      <td>3.561412</td>\n",
              "      <td>2.286674</td>\n",
              "      <td>10.951918</td>\n",
              "      <td>4.548307</td>\n",
              "      <td>4.637361</td>\n",
              "      <td>1.525016</td>\n",
              "      <td>4.047739</td>\n",
              "      <td>0.961623</td>\n",
              "      <td>2.212414</td>\n",
              "      <td>4.178938</td>\n",
              "      <td>3.932581</td>\n",
              "      <td>4.171327</td>\n",
              "      <td>2.123832</td>\n",
              "      <td>3.881870</td>\n",
              "      <td>1.800869</td>\n",
              "      <td>3.889464</td>\n",
              "      <td>2.900780</td>\n",
              "      <td>4.325466</td>\n",
              "      <td>2.483751</td>\n",
              "      <td>1.594166</td>\n",
              "      <td>4.084507</td>\n",
              "      <td>1.464145</td>\n",
              "      <td>...</td>\n",
              "      <td>3.392629</td>\n",
              "      <td>4.420982</td>\n",
              "      <td>7.839437</td>\n",
              "      <td>8.223144</td>\n",
              "      <td>5.014000</td>\n",
              "      <td>8.626902</td>\n",
              "      <td>8.157522</td>\n",
              "      <td>4.146002</td>\n",
              "      <td>8.743378</td>\n",
              "      <td>5.285130</td>\n",
              "      <td>6.417578</td>\n",
              "      <td>7.011384</td>\n",
              "      <td>5.258576</td>\n",
              "      <td>9.564666</td>\n",
              "      <td>5.968069</td>\n",
              "      <td>6.613814</td>\n",
              "      <td>6.651976</td>\n",
              "      <td>7.231363</td>\n",
              "      <td>7.418904</td>\n",
              "      <td>4.760042</td>\n",
              "      <td>7.018718</td>\n",
              "      <td>5.978209</td>\n",
              "      <td>7.955362</td>\n",
              "      <td>6.754092</td>\n",
              "      <td>3.373472</td>\n",
              "      <td>5.851082</td>\n",
              "      <td>4.869381</td>\n",
              "      <td>4.272778</td>\n",
              "      <td>5.262637</td>\n",
              "      <td>6.863764</td>\n",
              "      <td>6.964553</td>\n",
              "      <td>8.899943</td>\n",
              "      <td>5.443849</td>\n",
              "      <td>5.344167</td>\n",
              "      <td>4.712886</td>\n",
              "      <td>8.353245</td>\n",
              "      <td>7.127355</td>\n",
              "      <td>6.797550</td>\n",
              "      <td>8.414720</td>\n",
              "      <td>7.484288</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>8.755942</td>\n",
              "      <td>7.727771</td>\n",
              "      <td>8.713905</td>\n",
              "      <td>10.994162</td>\n",
              "      <td>8.635856</td>\n",
              "      <td>9.264724</td>\n",
              "      <td>7.939632</td>\n",
              "      <td>8.129922</td>\n",
              "      <td>9.372286</td>\n",
              "      <td>7.430862</td>\n",
              "      <td>8.874038</td>\n",
              "      <td>9.294207</td>\n",
              "      <td>8.814086</td>\n",
              "      <td>8.929356</td>\n",
              "      <td>8.393815</td>\n",
              "      <td>8.249934</td>\n",
              "      <td>9.349823</td>\n",
              "      <td>10.298727</td>\n",
              "      <td>7.870537</td>\n",
              "      <td>9.530978</td>\n",
              "      <td>8.358383</td>\n",
              "      <td>5.226952</td>\n",
              "      <td>8.738086</td>\n",
              "      <td>7.988980</td>\n",
              "      <td>9.344915</td>\n",
              "      <td>8.467422</td>\n",
              "      <td>8.777074</td>\n",
              "      <td>7.899804</td>\n",
              "      <td>8.731974</td>\n",
              "      <td>8.280293</td>\n",
              "      <td>7.816017</td>\n",
              "      <td>10.622583</td>\n",
              "      <td>8.539112</td>\n",
              "      <td>7.165088</td>\n",
              "      <td>9.362338</td>\n",
              "      <td>8.394896</td>\n",
              "      <td>8.912701</td>\n",
              "      <td>8.005237</td>\n",
              "      <td>9.851869</td>\n",
              "      <td>9.744968</td>\n",
              "      <td>...</td>\n",
              "      <td>11.622213</td>\n",
              "      <td>10.501288</td>\n",
              "      <td>8.759109</td>\n",
              "      <td>7.530008</td>\n",
              "      <td>8.345933</td>\n",
              "      <td>7.876812</td>\n",
              "      <td>7.222444</td>\n",
              "      <td>8.056607</td>\n",
              "      <td>6.536124</td>\n",
              "      <td>6.806093</td>\n",
              "      <td>8.161750</td>\n",
              "      <td>8.074520</td>\n",
              "      <td>9.684947</td>\n",
              "      <td>6.906187</td>\n",
              "      <td>8.694527</td>\n",
              "      <td>6.873756</td>\n",
              "      <td>9.069694</td>\n",
              "      <td>8.130581</td>\n",
              "      <td>9.071792</td>\n",
              "      <td>8.813412</td>\n",
              "      <td>8.452450</td>\n",
              "      <td>8.344282</td>\n",
              "      <td>8.121123</td>\n",
              "      <td>8.551372</td>\n",
              "      <td>8.369701</td>\n",
              "      <td>7.163547</td>\n",
              "      <td>9.284147</td>\n",
              "      <td>7.146845</td>\n",
              "      <td>8.557408</td>\n",
              "      <td>7.986025</td>\n",
              "      <td>7.596953</td>\n",
              "      <td>8.429065</td>\n",
              "      <td>8.755197</td>\n",
              "      <td>8.178341</td>\n",
              "      <td>8.316836</td>\n",
              "      <td>7.757642</td>\n",
              "      <td>8.693252</td>\n",
              "      <td>8.493603</td>\n",
              "      <td>8.149330</td>\n",
              "      <td>8.116324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>2.412185</td>\n",
              "      <td>6.942479</td>\n",
              "      <td>10.419634</td>\n",
              "      <td>9.941318</td>\n",
              "      <td>12.288188</td>\n",
              "      <td>10.018339</td>\n",
              "      <td>7.123263</td>\n",
              "      <td>10.405673</td>\n",
              "      <td>9.896985</td>\n",
              "      <td>2.190520</td>\n",
              "      <td>9.221722</td>\n",
              "      <td>10.799727</td>\n",
              "      <td>8.552415</td>\n",
              "      <td>10.696837</td>\n",
              "      <td>4.623305</td>\n",
              "      <td>10.097189</td>\n",
              "      <td>8.705052</td>\n",
              "      <td>8.578893</td>\n",
              "      <td>9.719230</td>\n",
              "      <td>7.412756</td>\n",
              "      <td>12.580810</td>\n",
              "      <td>9.317960</td>\n",
              "      <td>11.501922</td>\n",
              "      <td>11.139206</td>\n",
              "      <td>9.098480</td>\n",
              "      <td>10.631805</td>\n",
              "      <td>9.958218</td>\n",
              "      <td>10.645785</td>\n",
              "      <td>9.347752</td>\n",
              "      <td>9.468763</td>\n",
              "      <td>10.618496</td>\n",
              "      <td>7.229290</td>\n",
              "      <td>10.205842</td>\n",
              "      <td>6.420329</td>\n",
              "      <td>7.770400</td>\n",
              "      <td>10.262741</td>\n",
              "      <td>9.235404</td>\n",
              "      <td>9.861597</td>\n",
              "      <td>9.301263</td>\n",
              "      <td>11.278873</td>\n",
              "      <td>...</td>\n",
              "      <td>3.086478</td>\n",
              "      <td>3.940111</td>\n",
              "      <td>6.075245</td>\n",
              "      <td>7.291922</td>\n",
              "      <td>2.599630</td>\n",
              "      <td>8.555479</td>\n",
              "      <td>7.451467</td>\n",
              "      <td>3.576649</td>\n",
              "      <td>9.663712</td>\n",
              "      <td>8.265525</td>\n",
              "      <td>5.325280</td>\n",
              "      <td>5.265374</td>\n",
              "      <td>1.738314</td>\n",
              "      <td>7.245730</td>\n",
              "      <td>4.875941</td>\n",
              "      <td>5.653265</td>\n",
              "      <td>6.839379</td>\n",
              "      <td>7.247139</td>\n",
              "      <td>6.599453</td>\n",
              "      <td>3.337514</td>\n",
              "      <td>7.760162</td>\n",
              "      <td>3.587570</td>\n",
              "      <td>7.156842</td>\n",
              "      <td>5.917654</td>\n",
              "      <td>2.984170</td>\n",
              "      <td>4.441325</td>\n",
              "      <td>4.302937</td>\n",
              "      <td>2.796677</td>\n",
              "      <td>4.972549</td>\n",
              "      <td>7.221293</td>\n",
              "      <td>4.482558</td>\n",
              "      <td>9.871956</td>\n",
              "      <td>3.274463</td>\n",
              "      <td>5.564545</td>\n",
              "      <td>0.993872</td>\n",
              "      <td>8.403033</td>\n",
              "      <td>7.402191</td>\n",
              "      <td>5.994379</td>\n",
              "      <td>9.820930</td>\n",
              "      <td>6.957166</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>5.210354</td>\n",
              "      <td>5.380788</td>\n",
              "      <td>5.346879</td>\n",
              "      <td>5.592463</td>\n",
              "      <td>4.909797</td>\n",
              "      <td>3.985646</td>\n",
              "      <td>7.887562</td>\n",
              "      <td>4.727839</td>\n",
              "      <td>6.840916</td>\n",
              "      <td>4.301185</td>\n",
              "      <td>5.360234</td>\n",
              "      <td>5.481858</td>\n",
              "      <td>3.920322</td>\n",
              "      <td>6.310811</td>\n",
              "      <td>3.554392</td>\n",
              "      <td>5.349719</td>\n",
              "      <td>4.772282</td>\n",
              "      <td>5.824837</td>\n",
              "      <td>4.668482</td>\n",
              "      <td>2.006190</td>\n",
              "      <td>8.257633</td>\n",
              "      <td>6.119174</td>\n",
              "      <td>4.726842</td>\n",
              "      <td>1.268135</td>\n",
              "      <td>4.465171</td>\n",
              "      <td>2.396132</td>\n",
              "      <td>2.212414</td>\n",
              "      <td>6.043099</td>\n",
              "      <td>5.595408</td>\n",
              "      <td>3.979870</td>\n",
              "      <td>4.097687</td>\n",
              "      <td>4.984380</td>\n",
              "      <td>3.914344</td>\n",
              "      <td>6.166454</td>\n",
              "      <td>5.059247</td>\n",
              "      <td>2.840544</td>\n",
              "      <td>3.138962</td>\n",
              "      <td>2.180657</td>\n",
              "      <td>5.477075</td>\n",
              "      <td>2.432291</td>\n",
              "      <td>...</td>\n",
              "      <td>3.512076</td>\n",
              "      <td>4.414184</td>\n",
              "      <td>5.371048</td>\n",
              "      <td>7.737050</td>\n",
              "      <td>4.404471</td>\n",
              "      <td>8.078327</td>\n",
              "      <td>6.867781</td>\n",
              "      <td>2.331090</td>\n",
              "      <td>7.708682</td>\n",
              "      <td>4.399122</td>\n",
              "      <td>4.940314</td>\n",
              "      <td>6.045916</td>\n",
              "      <td>4.411776</td>\n",
              "      <td>8.036953</td>\n",
              "      <td>5.511204</td>\n",
              "      <td>5.664588</td>\n",
              "      <td>6.161235</td>\n",
              "      <td>6.896496</td>\n",
              "      <td>6.696722</td>\n",
              "      <td>4.080980</td>\n",
              "      <td>5.767620</td>\n",
              "      <td>4.535795</td>\n",
              "      <td>7.776611</td>\n",
              "      <td>5.232101</td>\n",
              "      <td>1.648693</td>\n",
              "      <td>5.859243</td>\n",
              "      <td>3.609779</td>\n",
              "      <td>2.111719</td>\n",
              "      <td>5.002737</td>\n",
              "      <td>6.173866</td>\n",
              "      <td>5.256611</td>\n",
              "      <td>8.206558</td>\n",
              "      <td>3.965950</td>\n",
              "      <td>3.371370</td>\n",
              "      <td>2.439038</td>\n",
              "      <td>7.836639</td>\n",
              "      <td>5.513696</td>\n",
              "      <td>6.182832</td>\n",
              "      <td>6.952268</td>\n",
              "      <td>5.824487</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>10.040769</td>\n",
              "      <td>11.470832</td>\n",
              "      <td>14.207777</td>\n",
              "      <td>7.741555</td>\n",
              "      <td>11.829830</td>\n",
              "      <td>12.045360</td>\n",
              "      <td>6.993210</td>\n",
              "      <td>11.579382</td>\n",
              "      <td>12.558971</td>\n",
              "      <td>4.595163</td>\n",
              "      <td>13.095756</td>\n",
              "      <td>9.587222</td>\n",
              "      <td>11.273201</td>\n",
              "      <td>13.420671</td>\n",
              "      <td>12.167487</td>\n",
              "      <td>12.588307</td>\n",
              "      <td>11.970163</td>\n",
              "      <td>10.927489</td>\n",
              "      <td>11.101569</td>\n",
              "      <td>12.355533</td>\n",
              "      <td>7.831396</td>\n",
              "      <td>10.947381</td>\n",
              "      <td>12.508000</td>\n",
              "      <td>11.303912</td>\n",
              "      <td>12.742290</td>\n",
              "      <td>9.447873</td>\n",
              "      <td>9.646780</td>\n",
              "      <td>13.634584</td>\n",
              "      <td>12.623587</td>\n",
              "      <td>12.342386</td>\n",
              "      <td>10.524248</td>\n",
              "      <td>12.806932</td>\n",
              "      <td>8.903315</td>\n",
              "      <td>11.714662</td>\n",
              "      <td>10.542355</td>\n",
              "      <td>8.458316</td>\n",
              "      <td>11.388222</td>\n",
              "      <td>13.170880</td>\n",
              "      <td>12.029622</td>\n",
              "      <td>13.172063</td>\n",
              "      <td>...</td>\n",
              "      <td>6.938183</td>\n",
              "      <td>4.327298</td>\n",
              "      <td>7.906388</td>\n",
              "      <td>6.207103</td>\n",
              "      <td>7.744066</td>\n",
              "      <td>8.521585</td>\n",
              "      <td>7.303533</td>\n",
              "      <td>6.434888</td>\n",
              "      <td>8.254316</td>\n",
              "      <td>7.652454</td>\n",
              "      <td>6.237724</td>\n",
              "      <td>7.683631</td>\n",
              "      <td>5.340031</td>\n",
              "      <td>7.984605</td>\n",
              "      <td>5.533936</td>\n",
              "      <td>8.500305</td>\n",
              "      <td>7.482921</td>\n",
              "      <td>7.458324</td>\n",
              "      <td>6.482913</td>\n",
              "      <td>6.621980</td>\n",
              "      <td>9.477457</td>\n",
              "      <td>9.099164</td>\n",
              "      <td>8.447272</td>\n",
              "      <td>7.239330</td>\n",
              "      <td>11.715204</td>\n",
              "      <td>8.138987</td>\n",
              "      <td>5.228550</td>\n",
              "      <td>3.860491</td>\n",
              "      <td>4.574375</td>\n",
              "      <td>8.032675</td>\n",
              "      <td>8.272080</td>\n",
              "      <td>8.977537</td>\n",
              "      <td>5.744722</td>\n",
              "      <td>4.541988</td>\n",
              "      <td>5.302929</td>\n",
              "      <td>7.605262</td>\n",
              "      <td>8.905150</td>\n",
              "      <td>7.944818</td>\n",
              "      <td>8.368928</td>\n",
              "      <td>8.267570</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>8.510143</td>\n",
              "      <td>12.435561</td>\n",
              "      <td>12.483257</td>\n",
              "      <td>7.832612</td>\n",
              "      <td>6.593421</td>\n",
              "      <td>8.738069</td>\n",
              "      <td>3.915550</td>\n",
              "      <td>9.676507</td>\n",
              "      <td>8.161948</td>\n",
              "      <td>2.941801</td>\n",
              "      <td>9.050562</td>\n",
              "      <td>3.960058</td>\n",
              "      <td>9.578514</td>\n",
              "      <td>12.972772</td>\n",
              "      <td>5.802622</td>\n",
              "      <td>6.865845</td>\n",
              "      <td>11.848697</td>\n",
              "      <td>9.202371</td>\n",
              "      <td>8.939626</td>\n",
              "      <td>10.072039</td>\n",
              "      <td>5.151964</td>\n",
              "      <td>4.841369</td>\n",
              "      <td>7.254433</td>\n",
              "      <td>5.251310</td>\n",
              "      <td>8.945578</td>\n",
              "      <td>4.653175</td>\n",
              "      <td>5.948313</td>\n",
              "      <td>10.140996</td>\n",
              "      <td>9.881781</td>\n",
              "      <td>11.127066</td>\n",
              "      <td>3.634477</td>\n",
              "      <td>6.912291</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>10.501340</td>\n",
              "      <td>5.002158</td>\n",
              "      <td>4.886243</td>\n",
              "      <td>11.462190</td>\n",
              "      <td>12.493423</td>\n",
              "      <td>10.048569</td>\n",
              "      <td>12.323339</td>\n",
              "      <td>...</td>\n",
              "      <td>3.813060</td>\n",
              "      <td>2.716454</td>\n",
              "      <td>5.238181</td>\n",
              "      <td>4.400963</td>\n",
              "      <td>3.554030</td>\n",
              "      <td>3.850130</td>\n",
              "      <td>4.124343</td>\n",
              "      <td>3.844192</td>\n",
              "      <td>4.559045</td>\n",
              "      <td>5.680115</td>\n",
              "      <td>4.620338</td>\n",
              "      <td>4.216671</td>\n",
              "      <td>3.305114</td>\n",
              "      <td>3.925091</td>\n",
              "      <td>4.104224</td>\n",
              "      <td>4.740100</td>\n",
              "      <td>4.067079</td>\n",
              "      <td>4.599677</td>\n",
              "      <td>3.936524</td>\n",
              "      <td>2.987043</td>\n",
              "      <td>4.844824</td>\n",
              "      <td>4.141490</td>\n",
              "      <td>4.437754</td>\n",
              "      <td>3.890849</td>\n",
              "      <td>4.852641</td>\n",
              "      <td>4.551193</td>\n",
              "      <td>5.541862</td>\n",
              "      <td>2.834752</td>\n",
              "      <td>3.790339</td>\n",
              "      <td>4.431976</td>\n",
              "      <td>4.956876</td>\n",
              "      <td>4.577167</td>\n",
              "      <td>3.951450</td>\n",
              "      <td>2.412424</td>\n",
              "      <td>2.540160</td>\n",
              "      <td>7.102172</td>\n",
              "      <td>5.097148</td>\n",
              "      <td>4.821193</td>\n",
              "      <td>5.024733</td>\n",
              "      <td>4.370583</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>3.036433</td>\n",
              "      <td>1.384326</td>\n",
              "      <td>2.662775</td>\n",
              "      <td>0.827494</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.381006</td>\n",
              "      <td>5.711173</td>\n",
              "      <td>0.422233</td>\n",
              "      <td>10.082122</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>7.506407</td>\n",
              "      <td>1.091666</td>\n",
              "      <td>1.551245</td>\n",
              "      <td>8.199147</td>\n",
              "      <td>0.944933</td>\n",
              "      <td>1.477626</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.386342</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.622837</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>4.046753</td>\n",
              "      <td>2.729836</td>\n",
              "      <td>0.454176</td>\n",
              "      <td>1.275782</td>\n",
              "      <td>8.525916</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>2.453728</td>\n",
              "      <td>0.741316</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.844466</td>\n",
              "      <td>12.245585</td>\n",
              "      <td>3.609448</td>\n",
              "      <td>0.940129</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>3.480226</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>0.391817</td>\n",
              "      <td>0.284041</td>\n",
              "      <td>3.516885</td>\n",
              "      <td>4.796373</td>\n",
              "      <td>-0.656837</td>\n",
              "      <td>4.584566</td>\n",
              "      <td>4.028521</td>\n",
              "      <td>1.322444</td>\n",
              "      <td>4.511307</td>\n",
              "      <td>-0.038956</td>\n",
              "      <td>1.467945</td>\n",
              "      <td>1.251941</td>\n",
              "      <td>1.761804</td>\n",
              "      <td>2.461789</td>\n",
              "      <td>1.412410</td>\n",
              "      <td>0.871393</td>\n",
              "      <td>3.795104</td>\n",
              "      <td>1.845678</td>\n",
              "      <td>4.844312</td>\n",
              "      <td>0.562599</td>\n",
              "      <td>2.238966</td>\n",
              "      <td>-0.069440</td>\n",
              "      <td>4.206653</td>\n",
              "      <td>0.087524</td>\n",
              "      <td>-0.656837</td>\n",
              "      <td>2.036114</td>\n",
              "      <td>1.851007</td>\n",
              "      <td>2.503401</td>\n",
              "      <td>2.301198</td>\n",
              "      <td>2.261555</td>\n",
              "      <td>2.173152</td>\n",
              "      <td>2.877732</td>\n",
              "      <td>1.768452</td>\n",
              "      <td>2.792464</td>\n",
              "      <td>-0.656837</td>\n",
              "      <td>3.287522</td>\n",
              "      <td>1.182370</td>\n",
              "      <td>2.399656</td>\n",
              "      <td>2.949722</td>\n",
              "      <td>1.630055</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>30 rows × 10332 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "    TCGA-OR-A5J1-01A-11R-A29S-07  ...  TCGA-CG-4477-01A-01R-1157-13\n",
              "0                       2.092918  ...                      4.238360\n",
              "1                       2.304073  ...                      3.992708\n",
              "2                       8.104625  ...                      6.614588\n",
              "3                       8.146803  ...                      9.337872\n",
              "4                       1.287413  ...                      2.636584\n",
              "5                      10.492815  ...                     10.104511\n",
              "6                       2.949404  ...                      7.002279\n",
              "7                       4.115241  ...                      4.667455\n",
              "8                      13.340782  ...                     13.851837\n",
              "9                       5.801029  ...                     11.113740\n",
              "10                      7.582571  ...                      7.971248\n",
              "11                      6.931175  ...                      5.554167\n",
              "12                      9.887534  ...                      8.135767\n",
              "13                      4.850889  ...                      6.994216\n",
              "14                     10.627251  ...                      8.416407\n",
              "15                      6.161992  ...                      4.488859\n",
              "16                      8.323748  ...                     10.625608\n",
              "17                      0.000000  ...                      5.320540\n",
              "18                      0.565890  ...                      5.393858\n",
              "19                      5.435199  ...                      5.573130\n",
              "20                      9.653768  ...                      9.577039\n",
              "21                      9.512912  ...                      7.644224\n",
              "22                     10.992924  ...                      8.889708\n",
              "23                      3.945720  ...                      7.484288\n",
              "24                      8.755942  ...                      8.116324\n",
              "25                      2.412185  ...                      6.957166\n",
              "26                      5.210354  ...                      5.824487\n",
              "27                     10.040769  ...                      8.267570\n",
              "28                      8.510143  ...                      4.370583\n",
              "29                      3.036433  ...                      1.630055\n",
              "\n",
              "[30 rows x 10332 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 35
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "k8nn5ewbTnHC",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "indexNames.to_csv('input.csv', encoding='utf-8')\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9ZlpIqJwR3B4",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "f6e5b806-2138-4517-cd7a-62d991432fd5"
      },
      "source": [
        "# #var_tmp=df_var_new['variance']\n",
        "# #len_var=len(var_tmp)\n",
        "# var_list\n",
        "# i=0\n",
        "# threshold=1.19\n",
        "# drop_row_low_var=[]\n",
        "# while i<len_var:\n",
        "#   if (var_list[i]<threshold):\n",
        "#     drop_row_low_var.append(i)\n",
        "#     i=i+1\n",
        "#   else:\n",
        "#     i=i+1\n",
        "# len(drop_row_low_var)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "8164"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 31
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "1Azuv_1HSd3B",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}