demo.ipynb

{
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  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "demo.ipynb",
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.2"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/omicsEye/PUBH6859/blob/main/demo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HsQCkbCd-npl"
      },
      "source": [
        "# Loading of data\n",
        "\n",
        "\n",
        "1.   If the data is in Google Drive, just specify the path in the ***google.colab import***\n",
        "2.   If the data is in local drive, skip the first ***google.colab import*** specify the path of the file in the ***pd.read_csv function***\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qYyDlpjklRet"
      },
      "source": [
        "import pandas as pd\n",
        "import numpy as np\n"
      ],
      "execution_count": 13,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "nG4dmfbOkpnK",
        "outputId": "414704e2-1f38-4ca4-ae09-0ccce602ad8a"
      },
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "tO1BF3lSlDMP",
        "outputId": "bffddfa0-25bf-4f25-f4a7-de7d2a16637c"
      },
      "source": [
        "metabolite = pd.read_csv(\"/content/drive/My Drive/omicsEye/PUBH6859/metabolites.txt\", sep=\"\\t\",header = None)\n",
        "\n",
        "metabolite"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>553</th>\n",
              "      <th>554</th>\n",
              "      <th>555</th>\n",
              "      <th>556</th>\n",
              "      <th>557</th>\n",
              "      <th>558</th>\n",
              "      <th>559</th>\n",
              "      <th>560</th>\n",
              "      <th>561</th>\n",
              "      <th>562</th>\n",
              "      <th>563</th>\n",
              "      <th>564</th>\n",
              "      <th>565</th>\n",
              "      <th>566</th>\n",
              "      <th>567</th>\n",
              "      <th>568</th>\n",
              "      <th>569</th>\n",
              "      <th>570</th>\n",
              "      <th>571</th>\n",
              "      <th>572</th>\n",
              "      <th>573</th>\n",
              "      <th>574</th>\n",
              "      <th>575</th>\n",
              "      <th>576</th>\n",
              "      <th>577</th>\n",
              "      <th>578</th>\n",
              "      <th>579</th>\n",
              "      <th>580</th>\n",
              "      <th>581</th>\n",
              "      <th>582</th>\n",
              "      <th>583</th>\n",
              "      <th>584</th>\n",
              "      <th>585</th>\n",
              "      <th>586</th>\n",
              "      <th>587</th>\n",
              "      <th>588</th>\n",
              "      <th>589</th>\n",
              "      <th>590</th>\n",
              "      <th>591</th>\n",
              "      <th>592</th>\n",
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              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>NaN</td>\n",
              "      <td>glycine</td>\n",
              "      <td>N-acetylglycine</td>\n",
              "      <td>sarcosine</td>\n",
              "      <td>dimethylglycine</td>\n",
              "      <td>betaine</td>\n",
              "      <td>serine</td>\n",
              "      <td>N-acetylserine</td>\n",
              "      <td>threonine</td>\n",
              "      <td>N-acetylthreonine</td>\n",
              "      <td>alanine</td>\n",
              "      <td>N-acetylalanine</td>\n",
              "      <td>aspartate</td>\n",
              "      <td>N-acetylaspartate (NAA)</td>\n",
              "      <td>asparagine</td>\n",
              "      <td>N-acetylasparagine</td>\n",
              "      <td>hydroxyasparagine</td>\n",
              "      <td>glutamate</td>\n",
              "      <td>glutamine</td>\n",
              "      <td>alpha-ketoglutaramate*</td>\n",
              "      <td>N-acetylglutamate</td>\n",
              "      <td>N-acetylglutamine</td>\n",
              "      <td>4-hydroxyglutamate</td>\n",
              "      <td>pyroglutamine*</td>\n",
              "      <td>N-acetyl-aspartyl-glutamate (NAAG)</td>\n",
              "      <td>carboxyethyl-GABA</td>\n",
              "      <td>S-1-pyrroline-5-carboxylate</td>\n",
              "      <td>histidine</td>\n",
              "      <td>1-methylhistidine</td>\n",
              "      <td>3-methylhistidine</td>\n",
              "      <td>N-acetylhistidine</td>\n",
              "      <td>N-acetyl-3-methylhistidine*</td>\n",
              "      <td>N-acetyl-1-methylhistidine*</td>\n",
              "      <td>trans-urocanate</td>\n",
              "      <td>imidazole propionate</td>\n",
              "      <td>formiminoglutamate</td>\n",
              "      <td>imidazole lactate</td>\n",
              "      <td>carnosine</td>\n",
              "      <td>N-acetylcarnosine</td>\n",
              "      <td>anserine</td>\n",
              "      <td>...</td>\n",
              "      <td>pantothenate (Vitamin B5)</td>\n",
              "      <td>threonate</td>\n",
              "      <td>oxalate (ethanedioate)</td>\n",
              "      <td>gulonate*</td>\n",
              "      <td>alpha-tocopherol</td>\n",
              "      <td>alpha-CEHC sulfate</td>\n",
              "      <td>gamma-tocopherol/beta-tocopherol</td>\n",
              "      <td>heme</td>\n",
              "      <td>bilirubin</td>\n",
              "      <td>bilirubin (E,E)*</td>\n",
              "      <td>biliverdin</td>\n",
              "      <td>retinol (Vitamin A)</td>\n",
              "      <td>pyridoxamine</td>\n",
              "      <td>pyridoxal</td>\n",
              "      <td>pyridoxate</td>\n",
              "      <td>hippurate</td>\n",
              "      <td>benzoate</td>\n",
              "      <td>4-ethylphenyl sulfate</td>\n",
              "      <td>p-cresol sulfate</td>\n",
              "      <td>2-piperidinone</td>\n",
              "      <td>2,3-dihydroxyisovalerate</td>\n",
              "      <td>2-oxindole-3-acetate</td>\n",
              "      <td>3-formylindole</td>\n",
              "      <td>gluconate</td>\n",
              "      <td>beta-guanidinopropanoate</td>\n",
              "      <td>equol glucuronide</td>\n",
              "      <td>ergothioneine</td>\n",
              "      <td>erythritol</td>\n",
              "      <td>homostachydrine*</td>\n",
              "      <td>mannonate*</td>\n",
              "      <td>stachydrine</td>\n",
              "      <td>tartronate (hydroxymalonate)</td>\n",
              "      <td>2,6-dihydroxybenzoic acid</td>\n",
              "      <td>maleoylcarnitine</td>\n",
              "      <td>sulfate*</td>\n",
              "      <td>O-sulfo-L-tyrosine</td>\n",
              "      <td>2-oxo-1-pyrrolidinepropionate</td>\n",
              "      <td>6-hydroxyindole sulfate</td>\n",
              "      <td>thioproline</td>\n",
              "      <td>6-acetylglucose</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>0.764476</td>\n",
              "      <td>0.980503</td>\n",
              "      <td>0.763311</td>\n",
              "      <td>3.804459</td>\n",
              "      <td>1.113178</td>\n",
              "      <td>0.944598</td>\n",
              "      <td>3.934462</td>\n",
              "      <td>0.761158</td>\n",
              "      <td>1.856078</td>\n",
              "      <td>0.800685</td>\n",
              "      <td>2.140186</td>\n",
              "      <td>1.644787</td>\n",
              "      <td>0.92545</td>\n",
              "      <td>0.788742</td>\n",
              "      <td>1.692826</td>\n",
              "      <td>2.880387</td>\n",
              "      <td>1.621283</td>\n",
              "      <td>1.286609</td>\n",
              "      <td>8.338279</td>\n",
              "      <td>0.897692</td>\n",
              "      <td>1.95428</td>\n",
              "      <td>1.199227</td>\n",
              "      <td>0.175787</td>\n",
              "      <td>21.463964</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>0.521842</td>\n",
              "      <td>1.098816</td>\n",
              "      <td>11.086291</td>\n",
              "      <td>4.953143</td>\n",
              "      <td>1.804828</td>\n",
              "      <td>1.271886</td>\n",
              "      <td>2.493006</td>\n",
              "      <td>1.33838</td>\n",
              "      <td>1.040741</td>\n",
              "      <td>30.724224</td>\n",
              "      <td>2.016838</td>\n",
              "      <td>1.041511</td>\n",
              "      <td>3.165958</td>\n",
              "      <td>1.468915</td>\n",
              "      <td>...</td>\n",
              "      <td>1.606153</td>\n",
              "      <td>1.339748</td>\n",
              "      <td>1.106379</td>\n",
              "      <td>2.751503</td>\n",
              "      <td>1.329715</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.165705</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.470411</td>\n",
              "      <td>1.243077</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.968585</td>\n",
              "      <td>5.17372</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.564567</td>\n",
              "      <td>2.776705</td>\n",
              "      <td>0.885554</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.84977</td>\n",
              "      <td>47.868225</td>\n",
              "      <td>6.558881</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>4.286731</td>\n",
              "      <td>0.72338</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>7.434881</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.543272</td>\n",
              "      <td>0.906794</td>\n",
              "      <td>0.609301</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.784635</td>\n",
              "      <td>2.342844</td>\n",
              "      <td>4.766011</td>\n",
              "      <td>5.954872</td>\n",
              "      <td>7.983591</td>\n",
              "      <td>1.149486</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>0.778072</td>\n",
              "      <td>0.854428</td>\n",
              "      <td>1.052241</td>\n",
              "      <td>1.809722</td>\n",
              "      <td>1.124312</td>\n",
              "      <td>1.03585</td>\n",
              "      <td>1.803863</td>\n",
              "      <td>0.647857</td>\n",
              "      <td>0.578488</td>\n",
              "      <td>0.598287</td>\n",
              "      <td>1.004495</td>\n",
              "      <td>1.380264</td>\n",
              "      <td>0.339317</td>\n",
              "      <td>0.782238</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.251637</td>\n",
              "      <td>1.144113</td>\n",
              "      <td>1.274944</td>\n",
              "      <td>4.340356</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.868177</td>\n",
              "      <td>1.33384</td>\n",
              "      <td>0.236609</td>\n",
              "      <td>6.701089</td>\n",
              "      <td>0.738143</td>\n",
              "      <td>0.149757</td>\n",
              "      <td>1.102993</td>\n",
              "      <td>3.376704</td>\n",
              "      <td>1.881494</td>\n",
              "      <td>0.562245</td>\n",
              "      <td>0.235787</td>\n",
              "      <td>0.941887</td>\n",
              "      <td>0.597944</td>\n",
              "      <td>0.028509</td>\n",
              "      <td>5.260031</td>\n",
              "      <td>0.938103</td>\n",
              "      <td>1.195869</td>\n",
              "      <td>0.91191</td>\n",
              "      <td>1.083882</td>\n",
              "      <td>...</td>\n",
              "      <td>1.352735</td>\n",
              "      <td>0.593864</td>\n",
              "      <td>0.695348</td>\n",
              "      <td>0.667523</td>\n",
              "      <td>1.006609</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.822608</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.073603</td>\n",
              "      <td>1.130102</td>\n",
              "      <td>0.266236</td>\n",
              "      <td>1.073001</td>\n",
              "      <td>1.962254</td>\n",
              "      <td>1.335502</td>\n",
              "      <td>0.664477</td>\n",
              "      <td>0.652602</td>\n",
              "      <td>0.836172</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.898312</td>\n",
              "      <td>9.891383</td>\n",
              "      <td>2.18982</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.607359</td>\n",
              "      <td>1.354777</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.078918</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.133949</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.587401</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.991901</td>\n",
              "      <td>1.775936</td>\n",
              "      <td>1.225544</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.588935</td>\n",
              "      <td>0.720695</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31597.0</td>\n",
              "      <td>0.994348</td>\n",
              "      <td>0.678962</td>\n",
              "      <td>1.685811</td>\n",
              "      <td>2.673036</td>\n",
              "      <td>0.964949</td>\n",
              "      <td>0.692393</td>\n",
              "      <td>3.547813</td>\n",
              "      <td>0.539718</td>\n",
              "      <td>1.694619</td>\n",
              "      <td>1.326984</td>\n",
              "      <td>2.727649</td>\n",
              "      <td>4.505597</td>\n",
              "      <td>2.321881</td>\n",
              "      <td>0.556639</td>\n",
              "      <td>1.175243</td>\n",
              "      <td>1.645329</td>\n",
              "      <td>4.120117</td>\n",
              "      <td>1.027391</td>\n",
              "      <td>7.964828</td>\n",
              "      <td>12.163894</td>\n",
              "      <td>1.526481</td>\n",
              "      <td>3.422024</td>\n",
              "      <td>0.516289</td>\n",
              "      <td>20.562691</td>\n",
              "      <td>4.823588</td>\n",
              "      <td>2.010484</td>\n",
              "      <td>0.998084</td>\n",
              "      <td>6.120318</td>\n",
              "      <td>1.971366</td>\n",
              "      <td>1.762844</td>\n",
              "      <td>0.579818</td>\n",
              "      <td>3.161732</td>\n",
              "      <td>0.905749</td>\n",
              "      <td>0.691792</td>\n",
              "      <td>33.255497</td>\n",
              "      <td>1.915898</td>\n",
              "      <td>0.842633</td>\n",
              "      <td>6.505247</td>\n",
              "      <td>0.66481</td>\n",
              "      <td>...</td>\n",
              "      <td>1.679782</td>\n",
              "      <td>1.213876</td>\n",
              "      <td>1.20355</td>\n",
              "      <td>2.436038</td>\n",
              "      <td>0.427548</td>\n",
              "      <td>1.600141</td>\n",
              "      <td>0.535905</td>\n",
              "      <td>0.337627</td>\n",
              "      <td>0.072943</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>3.467764</td>\n",
              "      <td>2.103884</td>\n",
              "      <td>2.765389</td>\n",
              "      <td>1.154591</td>\n",
              "      <td>6.080456</td>\n",
              "      <td>27.918341</td>\n",
              "      <td>3.348258</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.088804</td>\n",
              "      <td>31.886192</td>\n",
              "      <td>14.071503</td>\n",
              "      <td>0.851228</td>\n",
              "      <td>2.077155</td>\n",
              "      <td>3.722162</td>\n",
              "      <td>3.288469</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.67949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.042885</td>\n",
              "      <td>1.162273</td>\n",
              "      <td>0.665749</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.425712</td>\n",
              "      <td>2.176631</td>\n",
              "      <td>3.823018</td>\n",
              "      <td>8.081828</td>\n",
              "      <td>8.470854</td>\n",
              "      <td>2.197779</td>\n",
              "      <td>3.794518</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31599.0</td>\n",
              "      <td>0.853183</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.846395</td>\n",
              "      <td>4.144006</td>\n",
              "      <td>1.174095</td>\n",
              "      <td>0.999712</td>\n",
              "      <td>4.086068</td>\n",
              "      <td>0.782801</td>\n",
              "      <td>2.156129</td>\n",
              "      <td>0.88544</td>\n",
              "      <td>2.404563</td>\n",
              "      <td>1.874684</td>\n",
              "      <td>0.989851</td>\n",
              "      <td>0.767781</td>\n",
              "      <td>1.666952</td>\n",
              "      <td>3.430455</td>\n",
              "      <td>1.514929</td>\n",
              "      <td>1.475181</td>\n",
              "      <td>7.636902</td>\n",
              "      <td>1.001398</td>\n",
              "      <td>1.967933</td>\n",
              "      <td>1.279699</td>\n",
              "      <td>0.187902</td>\n",
              "      <td>19.19182</td>\n",
              "      <td>2.222435</td>\n",
              "      <td>0.554168</td>\n",
              "      <td>1.354266</td>\n",
              "      <td>10.42614</td>\n",
              "      <td>5.208524</td>\n",
              "      <td>1.98782</td>\n",
              "      <td>1.295995</td>\n",
              "      <td>2.671886</td>\n",
              "      <td>2.779001</td>\n",
              "      <td>1.199335</td>\n",
              "      <td>33.009239</td>\n",
              "      <td>2.161645</td>\n",
              "      <td>1.195299</td>\n",
              "      <td>3.072445</td>\n",
              "      <td>1.546912</td>\n",
              "      <td>...</td>\n",
              "      <td>1.710967</td>\n",
              "      <td>1.19374</td>\n",
              "      <td>1.206329</td>\n",
              "      <td>2.927879</td>\n",
              "      <td>1.529254</td>\n",
              "      <td>0.584887</td>\n",
              "      <td>1.435459</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.938642</td>\n",
              "      <td>1.424512</td>\n",
              "      <td>0.417923</td>\n",
              "      <td>2.552179</td>\n",
              "      <td>7.184206</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.292334</td>\n",
              "      <td>3.324645</td>\n",
              "      <td>1.354726</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.133821</td>\n",
              "      <td>51.098412</td>\n",
              "      <td>7.439358</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.911431</td>\n",
              "      <td>2.403471</td>\n",
              "      <td>0.751163</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>8.069499</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.874871</td>\n",
              "      <td>1.223746</td>\n",
              "      <td>0.598558</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.733257</td>\n",
              "      <td>2.527558</td>\n",
              "      <td>5.490274</td>\n",
              "      <td>4.864277</td>\n",
              "      <td>8.663094</td>\n",
              "      <td>1.8035</td>\n",
              "      <td>4.169416</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>31601.0</td>\n",
              "      <td>0.830975</td>\n",
              "      <td>1.06703</td>\n",
              "      <td>1.245168</td>\n",
              "      <td>2.071697</td>\n",
              "      <td>1.070344</td>\n",
              "      <td>1.000288</td>\n",
              "      <td>1.917514</td>\n",
              "      <td>0.648361</td>\n",
              "      <td>0.623125</td>\n",
              "      <td>0.724148</td>\n",
              "      <td>1.343725</td>\n",
              "      <td>1.582053</td>\n",
              "      <td>0.489405</td>\n",
              "      <td>0.775026</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.185746</td>\n",
              "      <td>1.158091</td>\n",
              "      <td>1.289537</td>\n",
              "      <td>4.895542</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.875926</td>\n",
              "      <td>1.291801</td>\n",
              "      <td>0.231011</td>\n",
              "      <td>7.048037</td>\n",
              "      <td>0.843963</td>\n",
              "      <td>0.17085</td>\n",
              "      <td>1.155841</td>\n",
              "      <td>3.53673</td>\n",
              "      <td>2.060081</td>\n",
              "      <td>0.558266</td>\n",
              "      <td>0.217087</td>\n",
              "      <td>0.902409</td>\n",
              "      <td>0.955563</td>\n",
              "      <td>0.032435</td>\n",
              "      <td>5.925461</td>\n",
              "      <td>1.010388</td>\n",
              "      <td>1.735047</td>\n",
              "      <td>1.286827</td>\n",
              "      <td>1.477729</td>\n",
              "      <td>...</td>\n",
              "      <td>1.411357</td>\n",
              "      <td>0.514417</td>\n",
              "      <td>0.57602</td>\n",
              "      <td>0.591058</td>\n",
              "      <td>1.156421</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.966458</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.19046</td>\n",
              "      <td>1.105218</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.004063</td>\n",
              "      <td>2.705123</td>\n",
              "      <td>0.815239</td>\n",
              "      <td>0.853599</td>\n",
              "      <td>0.704367</td>\n",
              "      <td>0.818961</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.042735</td>\n",
              "      <td>10.933635</td>\n",
              "      <td>2.2697</td>\n",
              "      <td>0.546404</td>\n",
              "      <td>0.803755</td>\n",
              "      <td>0.928157</td>\n",
              "      <td>0.992653</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.870744</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.184378</td>\n",
              "      <td>0.533261</td>\n",
              "      <td>0.346314</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.096919</td>\n",
              "      <td>1.751415</td>\n",
              "      <td>1.326103</td>\n",
              "      <td>0.304321</td>\n",
              "      <td>0.707198</td>\n",
              "      <td>0.719742</td>\n",
              "      <td>4.000286</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>31603.0</td>\n",
              "      <td>0.741821</td>\n",
              "      <td>0.857013</td>\n",
              "      <td>0.612962</td>\n",
              "      <td>1.264034</td>\n",
              "      <td>1.075136</td>\n",
              "      <td>0.914057</td>\n",
              "      <td>1.291118</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.513</td>\n",
              "      <td>0.702682</td>\n",
              "      <td>0.890297</td>\n",
              "      <td>1.227705</td>\n",
              "      <td>0.686044</td>\n",
              "      <td>0.724954</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.272029</td>\n",
              "      <td>1.316149</td>\n",
              "      <td>1.173072</td>\n",
              "      <td>1.077335</td>\n",
              "      <td>0.373506</td>\n",
              "      <td>1.158281</td>\n",
              "      <td>2.202204</td>\n",
              "      <td>0.546499</td>\n",
              "      <td>4.524804</td>\n",
              "      <td>1.200195</td>\n",
              "      <td>0.279254</td>\n",
              "      <td>0.903144</td>\n",
              "      <td>2.910643</td>\n",
              "      <td>1.306704</td>\n",
              "      <td>0.685013</td>\n",
              "      <td>0.397041</td>\n",
              "      <td>1.273315</td>\n",
              "      <td>0.43235</td>\n",
              "      <td>0.860405</td>\n",
              "      <td>6.766962</td>\n",
              "      <td>0.376914</td>\n",
              "      <td>1.52523</td>\n",
              "      <td>0.641169</td>\n",
              "      <td>1.08072</td>\n",
              "      <td>...</td>\n",
              "      <td>1.152078</td>\n",
              "      <td>0.683264</td>\n",
              "      <td>0.821865</td>\n",
              "      <td>0.994686</td>\n",
              "      <td>0.010081</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.007583</td>\n",
              "      <td>11.599139</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.011678</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.79695</td>\n",
              "      <td>0.780679</td>\n",
              "      <td>1.024226</td>\n",
              "      <td>1.919682</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.875738</td>\n",
              "      <td>1.383335</td>\n",
              "      <td>3.709324</td>\n",
              "      <td>0.512093</td>\n",
              "      <td>1</td>\n",
              "      <td>0.955919</td>\n",
              "      <td>1.277789</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.43261</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.281133</td>\n",
              "      <td>1.290293</td>\n",
              "      <td>0.959565</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.965154</td>\n",
              "      <td>1.389844</td>\n",
              "      <td>1.599733</td>\n",
              "      <td>0.810556</td>\n",
              "      <td>0.606183</td>\n",
              "      <td>0.834337</td>\n",
              "      <td>1.723053</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>31605.0</td>\n",
              "      <td>1.345114</td>\n",
              "      <td>1.848759</td>\n",
              "      <td>1.744532</td>\n",
              "      <td>1.620063</td>\n",
              "      <td>1.151131</td>\n",
              "      <td>1.08003</td>\n",
              "      <td>0.937055</td>\n",
              "      <td>0.735331</td>\n",
              "      <td>0.623713</td>\n",
              "      <td>0.7011</td>\n",
              "      <td>0.608174</td>\n",
              "      <td>0.53536</td>\n",
              "      <td>0.838383</td>\n",
              "      <td>0.859214</td>\n",
              "      <td>0.779809</td>\n",
              "      <td>1.160179</td>\n",
              "      <td>1.275953</td>\n",
              "      <td>1.435282</td>\n",
              "      <td>1.15019</td>\n",
              "      <td>0.498716</td>\n",
              "      <td>1.083784</td>\n",
              "      <td>2.242361</td>\n",
              "      <td>0.456677</td>\n",
              "      <td>0.695385</td>\n",
              "      <td>1.120442</td>\n",
              "      <td>0.185774</td>\n",
              "      <td>0.801776</td>\n",
              "      <td>1.585302</td>\n",
              "      <td>1.088601</td>\n",
              "      <td>0.828431</td>\n",
              "      <td>0.671461</td>\n",
              "      <td>1.253798</td>\n",
              "      <td>0.373562</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.592894</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>0.477252</td>\n",
              "      <td>0.636972</td>\n",
              "      <td>0.314679</td>\n",
              "      <td>...</td>\n",
              "      <td>1.765572</td>\n",
              "      <td>0.750801</td>\n",
              "      <td>0.81155</td>\n",
              "      <td>0.719561</td>\n",
              "      <td>0.543211</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.973881</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.575153</td>\n",
              "      <td>0.486159</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.588667</td>\n",
              "      <td>0.626188</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.432753</td>\n",
              "      <td>0.319764</td>\n",
              "      <td>1.068072</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.753497</td>\n",
              "      <td>0.644465</td>\n",
              "      <td>1.107466</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797085</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.697325</td>\n",
              "      <td>2.968742</td>\n",
              "      <td>0.949618</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.432738</td>\n",
              "      <td>0.997412</td>\n",
              "      <td>1.097491</td>\n",
              "      <td>0.786754</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.345068</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>31607.0</td>\n",
              "      <td>1.048042</td>\n",
              "      <td>0.937819</td>\n",
              "      <td>1.006722</td>\n",
              "      <td>0.838492</td>\n",
              "      <td>1.029987</td>\n",
              "      <td>1.180324</td>\n",
              "      <td>0.861669</td>\n",
              "      <td>1.007823</td>\n",
              "      <td>0.518525</td>\n",
              "      <td>0.923565</td>\n",
              "      <td>0.89054</td>\n",
              "      <td>0.935235</td>\n",
              "      <td>1.010149</td>\n",
              "      <td>0.965898</td>\n",
              "      <td>0.817914</td>\n",
              "      <td>0.861116</td>\n",
              "      <td>1.547619</td>\n",
              "      <td>1.37985</td>\n",
              "      <td>0.681152</td>\n",
              "      <td>1.155099</td>\n",
              "      <td>1.006048</td>\n",
              "      <td>1.567079</td>\n",
              "      <td>1.197826</td>\n",
              "      <td>0.76418</td>\n",
              "      <td>1.197279</td>\n",
              "      <td>0.309541</td>\n",
              "      <td>0.908063</td>\n",
              "      <td>0.918497</td>\n",
              "      <td>0.902362</td>\n",
              "      <td>0.72746</td>\n",
              "      <td>0.461183</td>\n",
              "      <td>0.603956</td>\n",
              "      <td>0.43512</td>\n",
              "      <td>0.689937</td>\n",
              "      <td>0.824184</td>\n",
              "      <td>0.374082</td>\n",
              "      <td>0.914276</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.519423</td>\n",
              "      <td>...</td>\n",
              "      <td>1.0564</td>\n",
              "      <td>0.802416</td>\n",
              "      <td>0.995794</td>\n",
              "      <td>1.465856</td>\n",
              "      <td>0.605146</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.720064</td>\n",
              "      <td>0.265652</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1</td>\n",
              "      <td>0.911023</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.591688</td>\n",
              "      <td>0.813553</td>\n",
              "      <td>0.978671</td>\n",
              "      <td>0.598709</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.899286</td>\n",
              "      <td>0.38891</td>\n",
              "      <td>0.789534</td>\n",
              "      <td>1.429069</td>\n",
              "      <td>1.470559</td>\n",
              "      <td>2.12708</td>\n",
              "      <td>1.222734</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.678915</td>\n",
              "      <td>1</td>\n",
              "      <td>0.699054</td>\n",
              "      <td>17.795694</td>\n",
              "      <td>1.183606</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.289299</td>\n",
              "      <td>1.099509</td>\n",
              "      <td>0.6893</td>\n",
              "      <td>0.891694</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.876641</td>\n",
              "      <td>1.689853</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>31609.0</td>\n",
              "      <td>0.955684</td>\n",
              "      <td>0.638752</td>\n",
              "      <td>1.91</td>\n",
              "      <td>0.888685</td>\n",
              "      <td>0.908324</td>\n",
              "      <td>0.836412</td>\n",
              "      <td>5.836232</td>\n",
              "      <td>0.98237</td>\n",
              "      <td>2.853636</td>\n",
              "      <td>1.392465</td>\n",
              "      <td>5.445596</td>\n",
              "      <td>2.528571</td>\n",
              "      <td>3.997818</td>\n",
              "      <td>0.849408</td>\n",
              "      <td>2.571309</td>\n",
              "      <td>1.689583</td>\n",
              "      <td>3.125955</td>\n",
              "      <td>1.07256</td>\n",
              "      <td>6.653218</td>\n",
              "      <td>10.497542</td>\n",
              "      <td>1.616245</td>\n",
              "      <td>3.476449</td>\n",
              "      <td>0.056365</td>\n",
              "      <td>32.543022</td>\n",
              "      <td>2.485614</td>\n",
              "      <td>1.094652</td>\n",
              "      <td>1.496706</td>\n",
              "      <td>5.041963</td>\n",
              "      <td>3.378551</td>\n",
              "      <td>3.531208</td>\n",
              "      <td>2.998323</td>\n",
              "      <td>2.668087</td>\n",
              "      <td>1.455202</td>\n",
              "      <td>5.547017</td>\n",
              "      <td>27.521971</td>\n",
              "      <td>1.655983</td>\n",
              "      <td>0.621656</td>\n",
              "      <td>4.877759</td>\n",
              "      <td>1.344339</td>\n",
              "      <td>...</td>\n",
              "      <td>0.172956</td>\n",
              "      <td>1.867895</td>\n",
              "      <td>1.73425</td>\n",
              "      <td>5.670829</td>\n",
              "      <td>0.076488</td>\n",
              "      <td>5.690701</td>\n",
              "      <td>0.666148</td>\n",
              "      <td>3.570454</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.054261</td>\n",
              "      <td>2.185488</td>\n",
              "      <td>2.965595</td>\n",
              "      <td>1.298395</td>\n",
              "      <td>5.948757</td>\n",
              "      <td>80.069595</td>\n",
              "      <td>2.10015</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>96.069931</td>\n",
              "      <td>151.479874</td>\n",
              "      <td>1.496212</td>\n",
              "      <td>0.851467</td>\n",
              "      <td>1.596096</td>\n",
              "      <td>4.7768</td>\n",
              "      <td>3.034165</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.763134</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.280357</td>\n",
              "      <td>3.940676</td>\n",
              "      <td>1.240454</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.430136</td>\n",
              "      <td>2.354561</td>\n",
              "      <td>3.670483</td>\n",
              "      <td>10.882262</td>\n",
              "      <td>91.008614</td>\n",
              "      <td>2.634448</td>\n",
              "      <td>0.730885</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>31611.0</td>\n",
              "      <td>0.607936</td>\n",
              "      <td>0.301852</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.610085</td>\n",
              "      <td>0.717534</td>\n",
              "      <td>0.97864</td>\n",
              "      <td>0.442021</td>\n",
              "      <td>1.243063</td>\n",
              "      <td>0.463134</td>\n",
              "      <td>1.090899</td>\n",
              "      <td>0.524793</td>\n",
              "      <td>0.503611</td>\n",
              "      <td>0.423122</td>\n",
              "      <td>1.067452</td>\n",
              "      <td>0.600171</td>\n",
              "      <td>0.466114</td>\n",
              "      <td>0.682627</td>\n",
              "      <td>1.051229</td>\n",
              "      <td>0.558715</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.332038</td>\n",
              "      <td>0.471633</td>\n",
              "      <td>1.501319</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.825132</td>\n",
              "      <td>0.214541</td>\n",
              "      <td>0.858922</td>\n",
              "      <td>0.577207</td>\n",
              "      <td>0.702399</td>\n",
              "      <td>0.250464</td>\n",
              "      <td>0.391759</td>\n",
              "      <td>0.354075</td>\n",
              "      <td>0.89492</td>\n",
              "      <td>0.330399</td>\n",
              "      <td>0.677919</td>\n",
              "      <td>0.576939</td>\n",
              "      <td>1.145064</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.065439</td>\n",
              "      <td>...</td>\n",
              "      <td>0.915565</td>\n",
              "      <td>0.650078</td>\n",
              "      <td>0.721995</td>\n",
              "      <td>0.441489</td>\n",
              "      <td>0.009874</td>\n",
              "      <td>0.699706</td>\n",
              "      <td>0.019881</td>\n",
              "      <td>16.60804</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.017993</td>\n",
              "      <td>1.720227</td>\n",
              "      <td>1.049121</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.650736</td>\n",
              "      <td>1.881262</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.67222</td>\n",
              "      <td>0.768989</td>\n",
              "      <td>0.868679</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>2.061543</td>\n",
              "      <td>0.853605</td>\n",
              "      <td>0.562801</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.621897</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.347087</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.376975</td>\n",
              "      <td>1.541584</td>\n",
              "      <td>1.209111</td>\n",
              "      <td>1.063486</td>\n",
              "      <td>0.654986</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.043616</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>31613.0</td>\n",
              "      <td>1.001045</td>\n",
              "      <td>0.670317</td>\n",
              "      <td>0.461696</td>\n",
              "      <td>0.687624</td>\n",
              "      <td>0.751478</td>\n",
              "      <td>0.913545</td>\n",
              "      <td>0.572898</td>\n",
              "      <td>0.999274</td>\n",
              "      <td>0.694549</td>\n",
              "      <td>1.076823</td>\n",
              "      <td>0.683839</td>\n",
              "      <td>0.900171</td>\n",
              "      <td>0.912957</td>\n",
              "      <td>1.125685</td>\n",
              "      <td>0.668855</td>\n",
              "      <td>0.486878</td>\n",
              "      <td>0.94257</td>\n",
              "      <td>0.81591</td>\n",
              "      <td>0.52367</td>\n",
              "      <td>1.109782</td>\n",
              "      <td>0.639263</td>\n",
              "      <td>0.562767</td>\n",
              "      <td>3.795739</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>2.001559</td>\n",
              "      <td>1.001916</td>\n",
              "      <td>0.574977</td>\n",
              "      <td>0.570754</td>\n",
              "      <td>0.404763</td>\n",
              "      <td>0.853179</td>\n",
              "      <td>0.481896</td>\n",
              "      <td>1.649579</td>\n",
              "      <td>3.164873</td>\n",
              "      <td>1.016927</td>\n",
              "      <td>0.447137</td>\n",
              "      <td>0.958489</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.816382</td>\n",
              "      <td>...</td>\n",
              "      <td>0.605047</td>\n",
              "      <td>0.666814</td>\n",
              "      <td>0.694418</td>\n",
              "      <td>0.582057</td>\n",
              "      <td>0.993391</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.487444</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.278198</td>\n",
              "      <td>1.154234</td>\n",
              "      <td>1.372616</td>\n",
              "      <td>0.995937</td>\n",
              "      <td>1.103173</td>\n",
              "      <td>0.989832</td>\n",
              "      <td>0.835267</td>\n",
              "      <td>1.147756</td>\n",
              "      <td>1.938883</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.815245</td>\n",
              "      <td>1.375695</td>\n",
              "      <td>0.771669</td>\n",
              "      <td>1.101728</td>\n",
              "      <td>0.657574</td>\n",
              "      <td>0.469946</td>\n",
              "      <td>0.925249</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.614208</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.422497</td>\n",
              "      <td>4.312828</td>\n",
              "      <td>0.786431</td>\n",
              "      <td>0.579645</td>\n",
              "      <td>1.181024</td>\n",
              "      <td>0.769272</td>\n",
              "      <td>0.510434</td>\n",
              "      <td>0.366426</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.343689</td>\n",
              "      <td>0.859851</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>31615.0</td>\n",
              "      <td>1.436214</td>\n",
              "      <td>1.29345</td>\n",
              "      <td>0.823486</td>\n",
              "      <td>0.916656</td>\n",
              "      <td>0.972742</td>\n",
              "      <td>1.214837</td>\n",
              "      <td>0.889656</td>\n",
              "      <td>1.343307</td>\n",
              "      <td>0.868295</td>\n",
              "      <td>0.999664</td>\n",
              "      <td>0.846497</td>\n",
              "      <td>0.875167</td>\n",
              "      <td>1.010358</td>\n",
              "      <td>1.149901</td>\n",
              "      <td>0.66746</td>\n",
              "      <td>0.740351</td>\n",
              "      <td>0.929209</td>\n",
              "      <td>0.841124</td>\n",
              "      <td>1.012809</td>\n",
              "      <td>0.867748</td>\n",
              "      <td>0.629675</td>\n",
              "      <td>1</td>\n",
              "      <td>2.593015</td>\n",
              "      <td>0.688028</td>\n",
              "      <td>0.573136</td>\n",
              "      <td>1.09477</td>\n",
              "      <td>0.92209</td>\n",
              "      <td>0.777866</td>\n",
              "      <td>0.762227</td>\n",
              "      <td>0.48451</td>\n",
              "      <td>0.799095</td>\n",
              "      <td>0.691447</td>\n",
              "      <td>2.690046</td>\n",
              "      <td>3.594311</td>\n",
              "      <td>1.961506</td>\n",
              "      <td>0.462657</td>\n",
              "      <td>0.627914</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.561201</td>\n",
              "      <td>...</td>\n",
              "      <td>0.749856</td>\n",
              "      <td>0.698211</td>\n",
              "      <td>0.782546</td>\n",
              "      <td>0.461388</td>\n",
              "      <td>1.231967</td>\n",
              "      <td>0.851368</td>\n",
              "      <td>0.617605</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1</td>\n",
              "      <td>0.97161</td>\n",
              "      <td>0.331187</td>\n",
              "      <td>1.142229</td>\n",
              "      <td>0.503559</td>\n",
              "      <td>0.734885</td>\n",
              "      <td>0.723039</td>\n",
              "      <td>0.69146</td>\n",
              "      <td>1.24891</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.002643</td>\n",
              "      <td>1.162742</td>\n",
              "      <td>1.631014</td>\n",
              "      <td>1.156199</td>\n",
              "      <td>1.14157</td>\n",
              "      <td>0.729078</td>\n",
              "      <td>1.173713</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.737583</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.491844</td>\n",
              "      <td>1.186651</td>\n",
              "      <td>0.891566</td>\n",
              "      <td>0.389748</td>\n",
              "      <td>1.365594</td>\n",
              "      <td>1.00019</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.682613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.852058</td>\n",
              "      <td>1.347943</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>31617.0</td>\n",
              "      <td>1.200479</td>\n",
              "      <td>0.985154</td>\n",
              "      <td>0.845767</td>\n",
              "      <td>0.886515</td>\n",
              "      <td>0.916214</td>\n",
              "      <td>1.116777</td>\n",
              "      <td>0.578414</td>\n",
              "      <td>1.344723</td>\n",
              "      <td>0.963776</td>\n",
              "      <td>1.000336</td>\n",
              "      <td>0.682388</td>\n",
              "      <td>0.777782</td>\n",
              "      <td>0.703438</td>\n",
              "      <td>1.0503</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>0.693435</td>\n",
              "      <td>0.95782</td>\n",
              "      <td>0.931264</td>\n",
              "      <td>0.729153</td>\n",
              "      <td>0.557898</td>\n",
              "      <td>0.589997</td>\n",
              "      <td>0.738512</td>\n",
              "      <td>1.800476</td>\n",
              "      <td>0.606845</td>\n",
              "      <td>0.609893</td>\n",
              "      <td>1.83144</td>\n",
              "      <td>0.926514</td>\n",
              "      <td>0.920744</td>\n",
              "      <td>0.912581</td>\n",
              "      <td>0.549362</td>\n",
              "      <td>1.314937</td>\n",
              "      <td>0.984977</td>\n",
              "      <td>0.998339</td>\n",
              "      <td>2.499052</td>\n",
              "      <td>0.939737</td>\n",
              "      <td>0.429215</td>\n",
              "      <td>0.832481</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.724936</td>\n",
              "      <td>...</td>\n",
              "      <td>0.688098</td>\n",
              "      <td>0.854139</td>\n",
              "      <td>0.978459</td>\n",
              "      <td>0.892712</td>\n",
              "      <td>0.010214</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.012778</td>\n",
              "      <td>4.29416</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.315634</td>\n",
              "      <td>0.191161</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.189772</td>\n",
              "      <td>0.700438</td>\n",
              "      <td>1.342545</td>\n",
              "      <td>1.324509</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.462438</td>\n",
              "      <td>2.070176</td>\n",
              "      <td>0.981026</td>\n",
              "      <td>0.533303</td>\n",
              "      <td>0.740643</td>\n",
              "      <td>0.832746</td>\n",
              "      <td>0.897387</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.671949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.554955</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.22931</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.254736</td>\n",
              "      <td>0.99981</td>\n",
              "      <td>0.66458</td>\n",
              "      <td>0.714016</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.67927</td>\n",
              "      <td>1.437173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>31619.0</td>\n",
              "      <td>1.744886</td>\n",
              "      <td>2.167174</td>\n",
              "      <td>1.467264</td>\n",
              "      <td>1.170472</td>\n",
              "      <td>1.119073</td>\n",
              "      <td>1.803916</td>\n",
              "      <td>1.707219</td>\n",
              "      <td>1.265658</td>\n",
              "      <td>1.368195</td>\n",
              "      <td>1.105838</td>\n",
              "      <td>1.213448</td>\n",
              "      <td>1.310002</td>\n",
              "      <td>1.517634</td>\n",
              "      <td>1.020429</td>\n",
              "      <td>1.360181</td>\n",
              "      <td>1.534794</td>\n",
              "      <td>1.438374</td>\n",
              "      <td>0.972609</td>\n",
              "      <td>0.858793</td>\n",
              "      <td>1.013168</td>\n",
              "      <td>1.375236</td>\n",
              "      <td>2.423937</td>\n",
              "      <td>1.076589</td>\n",
              "      <td>1.497592</td>\n",
              "      <td>1.34165</td>\n",
              "      <td>1.786143</td>\n",
              "      <td>1.122938</td>\n",
              "      <td>1.44117</td>\n",
              "      <td>2.056013</td>\n",
              "      <td>1.369059</td>\n",
              "      <td>1.577999</td>\n",
              "      <td>1.122663</td>\n",
              "      <td>0.421096</td>\n",
              "      <td>2.555446</td>\n",
              "      <td>0.983073</td>\n",
              "      <td>0.796355</td>\n",
              "      <td>0.838327</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.88609</td>\n",
              "      <td>...</td>\n",
              "      <td>1.252586</td>\n",
              "      <td>0.99872</td>\n",
              "      <td>1.14083</td>\n",
              "      <td>1.757916</td>\n",
              "      <td>1.725644</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.127031</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.413828</td>\n",
              "      <td>1.378707</td>\n",
              "      <td>0.995603</td>\n",
              "      <td>1.07763</td>\n",
              "      <td>0.631085</td>\n",
              "      <td>0.459061</td>\n",
              "      <td>0.644999</td>\n",
              "      <td>0.650112</td>\n",
              "      <td>0.499681</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.492872</td>\n",
              "      <td>6.122815</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.678694</td>\n",
              "      <td>0.826089</td>\n",
              "      <td>1.150476</td>\n",
              "      <td>1.234048</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.359287</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.192152</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.323319</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.00811</td>\n",
              "      <td>0.993128</td>\n",
              "      <td>1.327446</td>\n",
              "      <td>1</td>\n",
              "      <td>0.908844</td>\n",
              "      <td>0.386071</td>\n",
              "      <td>2.099567</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>31621.0</td>\n",
              "      <td>1.129634</td>\n",
              "      <td>1.453563</td>\n",
              "      <td>0.694237</td>\n",
              "      <td>0.863372</td>\n",
              "      <td>0.919647</td>\n",
              "      <td>1.306207</td>\n",
              "      <td>0.905393</td>\n",
              "      <td>0.685558</td>\n",
              "      <td>0.834137</td>\n",
              "      <td>0.622885</td>\n",
              "      <td>0.688114</td>\n",
              "      <td>1.260617</td>\n",
              "      <td>0.90963</td>\n",
              "      <td>0.667545</td>\n",
              "      <td>0.783658</td>\n",
              "      <td>0.811918</td>\n",
              "      <td>1.056366</td>\n",
              "      <td>0.853196</td>\n",
              "      <td>0.496488</td>\n",
              "      <td>0.405663</td>\n",
              "      <td>0.993476</td>\n",
              "      <td>2.117134</td>\n",
              "      <td>0.556442</td>\n",
              "      <td>0.914239</td>\n",
              "      <td>0.859355</td>\n",
              "      <td>0.917425</td>\n",
              "      <td>0.688007</td>\n",
              "      <td>0.944126</td>\n",
              "      <td>1.036742</td>\n",
              "      <td>0.734309</td>\n",
              "      <td>1.871473</td>\n",
              "      <td>0.699572</td>\n",
              "      <td>0.561985</td>\n",
              "      <td>2.997504</td>\n",
              "      <td>0.689432</td>\n",
              "      <td>0.361351</td>\n",
              "      <td>0.450645</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.529007</td>\n",
              "      <td>...</td>\n",
              "      <td>0.66813</td>\n",
              "      <td>0.683661</td>\n",
              "      <td>0.767574</td>\n",
              "      <td>0.931736</td>\n",
              "      <td>0.441403</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.464735</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.092913</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>4.025558</td>\n",
              "      <td>0.450195</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.358691</td>\n",
              "      <td>1.372984</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.095201</td>\n",
              "      <td>2.07661</td>\n",
              "      <td>0.855422</td>\n",
              "      <td>0.672447</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.419901</td>\n",
              "      <td>0.935549</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.555337</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.475236</td>\n",
              "      <td>0.682886</td>\n",
              "      <td>0.985239</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.878234</td>\n",
              "      <td>0.820693</td>\n",
              "      <td>0.550027</td>\n",
              "      <td>0.512425</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.464993</td>\n",
              "      <td>0.853675</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>31663.0</td>\n",
              "      <td>0.649654</td>\n",
              "      <td>0.859758</td>\n",
              "      <td>0.578388</td>\n",
              "      <td>1.18944</td>\n",
              "      <td>1.34405</td>\n",
              "      <td>0.790778</td>\n",
              "      <td>2.262043</td>\n",
              "      <td>0.478687</td>\n",
              "      <td>0.858061</td>\n",
              "      <td>0.760104</td>\n",
              "      <td>1.395978</td>\n",
              "      <td>1.324864</td>\n",
              "      <td>0.690768</td>\n",
              "      <td>0.746823</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>2.01773</td>\n",
              "      <td>1.403562</td>\n",
              "      <td>1.128273</td>\n",
              "      <td>2.289125</td>\n",
              "      <td>0.429417</td>\n",
              "      <td>1.381253</td>\n",
              "      <td>2.489866</td>\n",
              "      <td>0.345342</td>\n",
              "      <td>5.608512</td>\n",
              "      <td>1.185392</td>\n",
              "      <td>0.236742</td>\n",
              "      <td>0.964846</td>\n",
              "      <td>7.939462</td>\n",
              "      <td>1.868109</td>\n",
              "      <td>1.190248</td>\n",
              "      <td>0.404092</td>\n",
              "      <td>1.558917</td>\n",
              "      <td>0.527051</td>\n",
              "      <td>0.411414</td>\n",
              "      <td>9.651102</td>\n",
              "      <td>0.945817</td>\n",
              "      <td>1.09399</td>\n",
              "      <td>1.007818</td>\n",
              "      <td>0.774953</td>\n",
              "      <td>...</td>\n",
              "      <td>1.429406</td>\n",
              "      <td>0.833514</td>\n",
              "      <td>0.803478</td>\n",
              "      <td>1.344807</td>\n",
              "      <td>0.068374</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.329552</td>\n",
              "      <td>1</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.984901</td>\n",
              "      <td>0.257989</td>\n",
              "      <td>0.693483</td>\n",
              "      <td>0.860503</td>\n",
              "      <td>0.954447</td>\n",
              "      <td>1.934512</td>\n",
              "      <td>1.021927</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.935736</td>\n",
              "      <td>3.00109</td>\n",
              "      <td>9.222006</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.49913</td>\n",
              "      <td>1.14773</td>\n",
              "      <td>1.269415</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.630349</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.929966</td>\n",
              "      <td>1.584879</td>\n",
              "      <td>0.568143</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.62905</td>\n",
              "      <td>1.366675</td>\n",
              "      <td>2.425308</td>\n",
              "      <td>1.097115</td>\n",
              "      <td>1.102738</td>\n",
              "      <td>1.169712</td>\n",
              "      <td>2.64878</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>31665.0</td>\n",
              "      <td>1.173605</td>\n",
              "      <td>1.337823</td>\n",
              "      <td>1.008263</td>\n",
              "      <td>1.70966</td>\n",
              "      <td>1.089383</td>\n",
              "      <td>1.200191</td>\n",
              "      <td>1.270907</td>\n",
              "      <td>0.895281</td>\n",
              "      <td>1.314709</td>\n",
              "      <td>0.847116</td>\n",
              "      <td>0.970366</td>\n",
              "      <td>0.458303</td>\n",
              "      <td>0.369107</td>\n",
              "      <td>1.046959</td>\n",
              "      <td>1.730726</td>\n",
              "      <td>1.131206</td>\n",
              "      <td>0.507089</td>\n",
              "      <td>0.880521</td>\n",
              "      <td>0.91283</td>\n",
              "      <td>0.297162</td>\n",
              "      <td>0.925972</td>\n",
              "      <td>0.804004</td>\n",
              "      <td>0.551922</td>\n",
              "      <td>1.108009</td>\n",
              "      <td>0.92444</td>\n",
              "      <td>0.326386</td>\n",
              "      <td>1.052008</td>\n",
              "      <td>0.932437</td>\n",
              "      <td>0.660227</td>\n",
              "      <td>1.424906</td>\n",
              "      <td>0.920238</td>\n",
              "      <td>1.493515</td>\n",
              "      <td>0.890841</td>\n",
              "      <td>3.235142</td>\n",
              "      <td>1.151055</td>\n",
              "      <td>1.036977</td>\n",
              "      <td>1.191443</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.490807</td>\n",
              "      <td>...</td>\n",
              "      <td>0.946721</td>\n",
              "      <td>1.172234</td>\n",
              "      <td>1.214818</td>\n",
              "      <td>1.005314</td>\n",
              "      <td>1.309818</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.599192</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.669224</td>\n",
              "      <td>0.868253</td>\n",
              "      <td>0.271017</td>\n",
              "      <td>0.750656</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1</td>\n",
              "      <td>1.43358</td>\n",
              "      <td>0.557261</td>\n",
              "      <td>0.907192</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.971397</td>\n",
              "      <td>0.870872</td>\n",
              "      <td>0.798856</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.248793</td>\n",
              "      <td>0.737103</td>\n",
              "      <td>1.469712</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797209</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.583978</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.181882</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.794211</td>\n",
              "      <td>0.980537</td>\n",
              "      <td>1.022366</td>\n",
              "      <td>1.504763</td>\n",
              "      <td>0.533906</td>\n",
              "      <td>0.630187</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>31667.0</td>\n",
              "      <td>1.176443</td>\n",
              "      <td>1.280832</td>\n",
              "      <td>1.012433</td>\n",
              "      <td>0.993705</td>\n",
              "      <td>1.027258</td>\n",
              "      <td>1.121342</td>\n",
              "      <td>1.199083</td>\n",
              "      <td>1.000726</td>\n",
              "      <td>1.057201</td>\n",
              "      <td>0.892185</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>1.056183</td>\n",
              "      <td>1.205519</td>\n",
              "      <td>0.954338</td>\n",
              "      <td>0.861938</td>\n",
              "      <td>1.15192</td>\n",
              "      <td>0.810846</td>\n",
              "      <td>0.801423</td>\n",
              "      <td>0.994666</td>\n",
              "      <td>0.751215</td>\n",
              "      <td>1.017659</td>\n",
              "      <td>1.126791</td>\n",
              "      <td>1.650794</td>\n",
              "      <td>1.220373</td>\n",
              "      <td>1</td>\n",
              "      <td>1.088433</td>\n",
              "      <td>0.822774</td>\n",
              "      <td>1.022121</td>\n",
              "      <td>0.952355</td>\n",
              "      <td>1.060299</td>\n",
              "      <td>1.366776</td>\n",
              "      <td>1.529175</td>\n",
              "      <td>2.037821</td>\n",
              "      <td>0.233995</td>\n",
              "      <td>0.789786</td>\n",
              "      <td>1.038825</td>\n",
              "      <td>1.253809</td>\n",
              "      <td>0.615637</td>\n",
              "      <td>1.412148</td>\n",
              "      <td>...</td>\n",
              "      <td>0.879911</td>\n",
              "      <td>1.014263</td>\n",
              "      <td>0.941857</td>\n",
              "      <td>1.543674</td>\n",
              "      <td>0.450792</td>\n",
              "      <td>1.370969</td>\n",
              "      <td>1.118656</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.889719</td>\n",
              "      <td>0.70562</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>0.957023</td>\n",
              "      <td>1.262198</td>\n",
              "      <td>0.978073</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.774655</td>\n",
              "      <td>0.426885</td>\n",
              "      <td>1.511636</td>\n",
              "      <td>1.052527</td>\n",
              "      <td>0.993529</td>\n",
              "      <td>0.83174</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.048444</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.154653</td>\n",
              "      <td>0.617185</td>\n",
              "      <td>0.827282</td>\n",
              "      <td>0.901543</td>\n",
              "      <td>1.01509</td>\n",
              "      <td>1.5855</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.956384</td>\n",
              "      <td>1.246561</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>31669.0</td>\n",
              "      <td>1.477157</td>\n",
              "      <td>1.515333</td>\n",
              "      <td>1.00478</td>\n",
              "      <td>0.817453</td>\n",
              "      <td>0.936768</td>\n",
              "      <td>1.16161</td>\n",
              "      <td>1.000746</td>\n",
              "      <td>1.49686</td>\n",
              "      <td>1.430965</td>\n",
              "      <td>1.35015</td>\n",
              "      <td>0.907156</td>\n",
              "      <td>0.943817</td>\n",
              "      <td>0.810352</td>\n",
              "      <td>1.302476</td>\n",
              "      <td>1.347132</td>\n",
              "      <td>0.605414</td>\n",
              "      <td>0.883887</td>\n",
              "      <td>0.752734</td>\n",
              "      <td>0.691836</td>\n",
              "      <td>0.892282</td>\n",
              "      <td>0.796908</td>\n",
              "      <td>0.55077</td>\n",
              "      <td>0.642354</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.935985</td>\n",
              "      <td>1.260669</td>\n",
              "      <td>1.036158</td>\n",
              "      <td>0.977879</td>\n",
              "      <td>0.694063</td>\n",
              "      <td>1.052615</td>\n",
              "      <td>1.202874</td>\n",
              "      <td>1.003582</td>\n",
              "      <td>2.145542</td>\n",
              "      <td>2.153648</td>\n",
              "      <td>0.83078</td>\n",
              "      <td>0.636392</td>\n",
              "      <td>1.369612</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.535214</td>\n",
              "      <td>...</td>\n",
              "      <td>0.841839</td>\n",
              "      <td>1.00128</td>\n",
              "      <td>1.086354</td>\n",
              "      <td>0.785502</td>\n",
              "      <td>1.360987</td>\n",
              "      <td>0.88222</td>\n",
              "      <td>2.269404</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.972341</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.899221</td>\n",
              "      <td>1.095808</td>\n",
              "      <td>0.903442</td>\n",
              "      <td>1.086209</td>\n",
              "      <td>1.1975</td>\n",
              "      <td>1.095988</td>\n",
              "      <td>0.773055</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.292991</td>\n",
              "      <td>0.352058</td>\n",
              "      <td>0.952393</td>\n",
              "      <td>0.947473</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>1.141822</td>\n",
              "      <td>0.63772</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.723136</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.905048</td>\n",
              "      <td>1.173341</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.222085</td>\n",
              "      <td>0.974221</td>\n",
              "      <td>0.718797</td>\n",
              "      <td>0.926742</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>3.606056</td>\n",
              "      <td>0.924637</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>31671.0</td>\n",
              "      <td>1.033765</td>\n",
              "      <td>1.410074</td>\n",
              "      <td>1.008718</td>\n",
              "      <td>1.006295</td>\n",
              "      <td>1.168826</td>\n",
              "      <td>1.176176</td>\n",
              "      <td>1.322374</td>\n",
              "      <td>2.084526</td>\n",
              "      <td>2.364552</td>\n",
              "      <td>0.832645</td>\n",
              "      <td>1.125088</td>\n",
              "      <td>1.18962</td>\n",
              "      <td>1.189953</td>\n",
              "      <td>0.982366</td>\n",
              "      <td>1.303603</td>\n",
              "      <td>0.8719</td>\n",
              "      <td>0.879147</td>\n",
              "      <td>1.161537</td>\n",
              "      <td>0.732368</td>\n",
              "      <td>1.13539</td>\n",
              "      <td>1.087605</td>\n",
              "      <td>0.765492</td>\n",
              "      <td>0.68368</td>\n",
              "      <td>1.001556</td>\n",
              "      <td>1.154463</td>\n",
              "      <td>0.327095</td>\n",
              "      <td>1.030191</td>\n",
              "      <td>0.971882</td>\n",
              "      <td>0.805771</td>\n",
              "      <td>1.221451</td>\n",
              "      <td>1.05763</td>\n",
              "      <td>0.996418</td>\n",
              "      <td>0.628681</td>\n",
              "      <td>1.145121</td>\n",
              "      <td>2.332344</td>\n",
              "      <td>1.045981</td>\n",
              "      <td>1.820993</td>\n",
              "      <td>0.716042</td>\n",
              "      <td>1.571104</td>\n",
              "      <td>...</td>\n",
              "      <td>0.81929</td>\n",
              "      <td>1.493846</td>\n",
              "      <td>1.613441</td>\n",
              "      <td>1.988735</td>\n",
              "      <td>0.950736</td>\n",
              "      <td>0.607286</td>\n",
              "      <td>1.746481</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.753372</td>\n",
              "      <td>0.915027</td>\n",
              "      <td>1.324582</td>\n",
              "      <td>1.223611</td>\n",
              "      <td>2.114149</td>\n",
              "      <td>2.322455</td>\n",
              "      <td>0.750928</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.497258</td>\n",
              "      <td>0.486587</td>\n",
              "      <td>0.75043</td>\n",
              "      <td>1.223126</td>\n",
              "      <td>0.935957</td>\n",
              "      <td>0.793998</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.338151</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.075236</td>\n",
              "      <td>0.937293</td>\n",
              "      <td>1.741017</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.057297</td>\n",
              "      <td>0.970629</td>\n",
              "      <td>0.878577</td>\n",
              "      <td>1.84338</td>\n",
              "      <td>1.360568</td>\n",
              "      <td>1.578952</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>31673.0</td>\n",
              "      <td>0.998955</td>\n",
              "      <td>1.245138</td>\n",
              "      <td>1.666029</td>\n",
              "      <td>1.77043</td>\n",
              "      <td>1.041285</td>\n",
              "      <td>1.009646</td>\n",
              "      <td>1.046945</td>\n",
              "      <td>1.009034</td>\n",
              "      <td>0.864138</td>\n",
              "      <td>0.961596</td>\n",
              "      <td>1.161545</td>\n",
              "      <td>0.483112</td>\n",
              "      <td>1.310985</td>\n",
              "      <td>0.994481</td>\n",
              "      <td>0.919011</td>\n",
              "      <td>1.240488</td>\n",
              "      <td>0.733828</td>\n",
              "      <td>1.300055</td>\n",
              "      <td>1.175017</td>\n",
              "      <td>0.998602</td>\n",
              "      <td>0.993952</td>\n",
              "      <td>0.769082</td>\n",
              "      <td>2.314845</td>\n",
              "      <td>0.469751</td>\n",
              "      <td>1.371769</td>\n",
              "      <td>0.430697</td>\n",
              "      <td>0.930512</td>\n",
              "      <td>1.363608</td>\n",
              "      <td>1.169351</td>\n",
              "      <td>0.941743</td>\n",
              "      <td>0.94237</td>\n",
              "      <td>1.151763</td>\n",
              "      <td>1.001661</td>\n",
              "      <td>2.707046</td>\n",
              "      <td>0.852652</td>\n",
              "      <td>1.73131</td>\n",
              "      <td>0.798582</td>\n",
              "      <td>0.992182</td>\n",
              "      <td>0.711116</td>\n",
              "      <td>...</td>\n",
              "      <td>1.206131</td>\n",
              "      <td>0.892226</td>\n",
              "      <td>0.896942</td>\n",
              "      <td>1.056443</td>\n",
              "      <td>2.311154</td>\n",
              "      <td>0.575969</td>\n",
              "      <td>3.182494</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.168463</td>\n",
              "      <td>1</td>\n",
              "      <td>0.499442</td>\n",
              "      <td>1.122036</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.374115</td>\n",
              "      <td>2.008913</td>\n",
              "      <td>0.815083</td>\n",
              "      <td>0.809832</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.40712</td>\n",
              "      <td>0.564316</td>\n",
              "      <td>1.372079</td>\n",
              "      <td>1.543889</td>\n",
              "      <td>0.926315</td>\n",
              "      <td>1.856346</td>\n",
              "      <td>1.159214</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.972937</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.984817</td>\n",
              "      <td>1</td>\n",
              "      <td>0.990214</td>\n",
              "      <td>1</td>\n",
              "      <td>1.329055</td>\n",
              "      <td>0.979914</td>\n",
              "      <td>1.013123</td>\n",
              "      <td>3.288949</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.70781</td>\n",
              "      <td>0.991363</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>31675.0</td>\n",
              "      <td>0.936832</td>\n",
              "      <td>0.954382</td>\n",
              "      <td>1.730699</td>\n",
              "      <td>1.609744</td>\n",
              "      <td>0.918458</td>\n",
              "      <td>0.83833</td>\n",
              "      <td>0.958175</td>\n",
              "      <td>0.97484</td>\n",
              "      <td>1.30274</td>\n",
              "      <td>1.0081</td>\n",
              "      <td>1.071778</td>\n",
              "      <td>0.5842</td>\n",
              "      <td>1.659558</td>\n",
              "      <td>1.03583</td>\n",
              "      <td>1.288311</td>\n",
              "      <td>1.329015</td>\n",
              "      <td>0.827042</td>\n",
              "      <td>0.751159</td>\n",
              "      <td>1.500808</td>\n",
              "      <td>1.438343</td>\n",
              "      <td>1.035005</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.848875</td>\n",
              "      <td>1</td>\n",
              "      <td>1.303395</td>\n",
              "      <td>2.676167</td>\n",
              "      <td>1.061669</td>\n",
              "      <td>1.155227</td>\n",
              "      <td>1.464764</td>\n",
              "      <td>1.236421</td>\n",
              "      <td>1.148633</td>\n",
              "      <td>1.416156</td>\n",
              "      <td>0.822718</td>\n",
              "      <td>1.110929</td>\n",
              "      <td>1.053706</td>\n",
              "      <td>1.472752</td>\n",
              "      <td>0.518619</td>\n",
              "      <td>0.913432</td>\n",
              "      <td>0.417373</td>\n",
              "      <td>...</td>\n",
              "      <td>1.244321</td>\n",
              "      <td>0.625559</td>\n",
              "      <td>0.75409</td>\n",
              "      <td>0.748727</td>\n",
              "      <td>1.619288</td>\n",
              "      <td>1.303411</td>\n",
              "      <td>3.679771</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.451626</td>\n",
              "      <td>0.640395</td>\n",
              "      <td>5.099238</td>\n",
              "      <td>1.331513</td>\n",
              "      <td>0.91898</td>\n",
              "      <td>1.023865</td>\n",
              "      <td>1.721043</td>\n",
              "      <td>2.307263</td>\n",
              "      <td>1.600263</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.579214</td>\n",
              "      <td>0.349</td>\n",
              "      <td>1.851077</td>\n",
              "      <td>1.590418</td>\n",
              "      <td>1.126912</td>\n",
              "      <td>1.549157</td>\n",
              "      <td>0.722288</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.919197</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.42696</td>\n",
              "      <td>0.548558</td>\n",
              "      <td>0.800154</td>\n",
              "      <td>2.822969</td>\n",
              "      <td>0.800657</td>\n",
              "      <td>1.004661</td>\n",
              "      <td>1.735245</td>\n",
              "      <td>2.510397</td>\n",
              "      <td>1</td>\n",
              "      <td>0.741792</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>31677.0</td>\n",
              "      <td>0.973135</td>\n",
              "      <td>1.014846</td>\n",
              "      <td>1.131877</td>\n",
              "      <td>1.315339</td>\n",
              "      <td>0.916073</td>\n",
              "      <td>1.048994</td>\n",
              "      <td>0.999254</td>\n",
              "      <td>1.077945</td>\n",
              "      <td>1.036224</td>\n",
              "      <td>1.325095</td>\n",
              "      <td>1.215804</td>\n",
              "      <td>0.737041</td>\n",
              "      <td>1.630367</td>\n",
              "      <td>1.118146</td>\n",
              "      <td>0.953074</td>\n",
              "      <td>0.832701</td>\n",
              "      <td>1.029462</td>\n",
              "      <td>0.848124</td>\n",
              "      <td>1.017725</td>\n",
              "      <td>1.344724</td>\n",
              "      <td>0.87678</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.923411</td>\n",
              "      <td>0.389095</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>1.542639</td>\n",
              "      <td>1.072866</td>\n",
              "      <td>0.976067</td>\n",
              "      <td>0.807061</td>\n",
              "      <td>1.060159</td>\n",
              "      <td>1.527685</td>\n",
              "      <td>1.420371</td>\n",
              "      <td>1.960153</td>\n",
              "      <td>2.493416</td>\n",
              "      <td>2.218925</td>\n",
              "      <td>1.375862</td>\n",
              "      <td>1.266808</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.064757</td>\n",
              "      <td>...</td>\n",
              "      <td>1.022674</td>\n",
              "      <td>1.041361</td>\n",
              "      <td>1.004206</td>\n",
              "      <td>0.746167</td>\n",
              "      <td>2.281453</td>\n",
              "      <td>0.676084</td>\n",
              "      <td>3.192781</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.980762</td>\n",
              "      <td>0.759818</td>\n",
              "      <td>0.818494</td>\n",
              "      <td>1.449729</td>\n",
              "      <td>0.825682</td>\n",
              "      <td>1.199594</td>\n",
              "      <td>1.305104</td>\n",
              "      <td>1.021329</td>\n",
              "      <td>0.412848</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.270012</td>\n",
              "      <td>1.129128</td>\n",
              "      <td>1.442064</td>\n",
              "      <td>2.24359</td>\n",
              "      <td>1.261841</td>\n",
              "      <td>1.344998</td>\n",
              "      <td>1.035153</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.027063</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.152692</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.97787</td>\n",
              "      <td>1.530474</td>\n",
              "      <td>1.399125</td>\n",
              "      <td>0.819362</td>\n",
              "      <td>0.765243</td>\n",
              "      <td>2.342162</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.093509</td>\n",
              "      <td>0.959835</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>31679.0</td>\n",
              "      <td>0.994376</td>\n",
              "      <td>1.082432</td>\n",
              "      <td>0.623487</td>\n",
              "      <td>0.582838</td>\n",
              "      <td>0.832373</td>\n",
              "      <td>0.880104</td>\n",
              "      <td>0.577831</td>\n",
              "      <td>0.856637</td>\n",
              "      <td>0.607677</td>\n",
              "      <td>1.004322</td>\n",
              "      <td>0.603509</td>\n",
              "      <td>1.206013</td>\n",
              "      <td>0.825867</td>\n",
              "      <td>1.161294</td>\n",
              "      <td>0.753631</td>\n",
              "      <td>0.30678</td>\n",
              "      <td>0.970538</td>\n",
              "      <td>0.968958</td>\n",
              "      <td>0.486715</td>\n",
              "      <td>1.510717</td>\n",
              "      <td>0.830713</td>\n",
              "      <td>0.597928</td>\n",
              "      <td>2.397124</td>\n",
              "      <td>0.533709</td>\n",
              "      <td>1.123972</td>\n",
              "      <td>3.784248</td>\n",
              "      <td>1.085178</td>\n",
              "      <td>0.570706</td>\n",
              "      <td>0.484762</td>\n",
              "      <td>0.947385</td>\n",
              "      <td>0.60666</td>\n",
              "      <td>0.548808</td>\n",
              "      <td>1.323842</td>\n",
              "      <td>0.701042</td>\n",
              "      <td>2.695141</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>1.503932</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.254409</td>\n",
              "      <td>...</td>\n",
              "      <td>0.445198</td>\n",
              "      <td>1.116129</td>\n",
              "      <td>1.174203</td>\n",
              "      <td>0.701494</td>\n",
              "      <td>0.341876</td>\n",
              "      <td>2.816797</td>\n",
              "      <td>0.109902</td>\n",
              "      <td>0.636547</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.099757</td>\n",
              "      <td>0.850668</td>\n",
              "      <td>0.952828</td>\n",
              "      <td>1.080731</td>\n",
              "      <td>0.836421</td>\n",
              "      <td>4.982064</td>\n",
              "      <td>4.066973</td>\n",
              "      <td>1.975505</td>\n",
              "      <td>0.690096</td>\n",
              "      <td>0.397152</td>\n",
              "      <td>0.482893</td>\n",
              "      <td>1.910333</td>\n",
              "      <td>4.7625</td>\n",
              "      <td>0.689825</td>\n",
              "      <td>1.007347</td>\n",
              "      <td>1</td>\n",
              "      <td>1.972115</td>\n",
              "      <td>0.770356</td>\n",
              "      <td>11.793053</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>219.234573</td>\n",
              "      <td>1.588088</td>\n",
              "      <td>8.22909</td>\n",
              "      <td>0.983252</td>\n",
              "      <td>1.061479</td>\n",
              "      <td>0.387619</td>\n",
              "      <td>0.403674</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.90346</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>31681.0</td>\n",
              "      <td>0.987105</td>\n",
              "      <td>0.951211</td>\n",
              "      <td>1</td>\n",
              "      <td>1.113057</td>\n",
              "      <td>0.918301</td>\n",
              "      <td>0.979617</td>\n",
              "      <td>0.561837</td>\n",
              "      <td>0.905153</td>\n",
              "      <td>0.507396</td>\n",
              "      <td>0.756016</td>\n",
              "      <td>0.637654</td>\n",
              "      <td>0.325999</td>\n",
              "      <td>0.748262</td>\n",
              "      <td>0.919917</td>\n",
              "      <td>0.640495</td>\n",
              "      <td>0.825376</td>\n",
              "      <td>0.560755</td>\n",
              "      <td>1.068844</td>\n",
              "      <td>0.615648</td>\n",
              "      <td>0.449156</td>\n",
              "      <td>0.587313</td>\n",
              "      <td>0.477661</td>\n",
              "      <td>1.899685</td>\n",
              "      <td>0.709135</td>\n",
              "      <td>0.455575</td>\n",
              "      <td>0.262687</td>\n",
              "      <td>0.841067</td>\n",
              "      <td>0.664621</td>\n",
              "      <td>0.995972</td>\n",
              "      <td>0.336452</td>\n",
              "      <td>0.40901</td>\n",
              "      <td>0.429729</td>\n",
              "      <td>0.41531</td>\n",
              "      <td>0.510082</td>\n",
              "      <td>0.212168</td>\n",
              "      <td>0.910304</td>\n",
              "      <td>0.38382</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.409072</td>\n",
              "      <td>...</td>\n",
              "      <td>0.792844</td>\n",
              "      <td>0.511754</td>\n",
              "      <td>0.664074</td>\n",
              "      <td>0.297722</td>\n",
              "      <td>0.82277</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.026119</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.096168</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.717851</td>\n",
              "      <td>0.811063</td>\n",
              "      <td>0.681544</td>\n",
              "      <td>0.547086</td>\n",
              "      <td>0.667795</td>\n",
              "      <td>0.356732</td>\n",
              "      <td>1.110272</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.636537</td>\n",
              "      <td>0.409821</td>\n",
              "      <td>0.679033</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.154852</td>\n",
              "      <td>0.617068</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.679373</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.569743</td>\n",
              "      <td>0.390843</td>\n",
              "      <td>0.922787</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.882425</td>\n",
              "      <td>0.890851</td>\n",
              "      <td>0.658861</td>\n",
              "      <td>0.832549</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.657851</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>31683.0</td>\n",
              "      <td>1.198148</td>\n",
              "      <td>0.905179</td>\n",
              "      <td>0.679442</td>\n",
              "      <td>0.912933</td>\n",
              "      <td>1.037474</td>\n",
              "      <td>1.001122</td>\n",
              "      <td>0.988903</td>\n",
              "      <td>1.668542</td>\n",
              "      <td>1.493469</td>\n",
              "      <td>1.594656</td>\n",
              "      <td>1.304453</td>\n",
              "      <td>0.725361</td>\n",
              "      <td>1.631034</td>\n",
              "      <td>1.184411</td>\n",
              "      <td>1.309536</td>\n",
              "      <td>0.653214</td>\n",
              "      <td>0.806519</td>\n",
              "      <td>0.814456</td>\n",
              "      <td>0.797499</td>\n",
              "      <td>1.090433</td>\n",
              "      <td>0.925833</td>\n",
              "      <td>0.43742</td>\n",
              "      <td>1.796965</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>1.03907</td>\n",
              "      <td>1.082575</td>\n",
              "      <td>1.182396</td>\n",
              "      <td>0.666772</td>\n",
              "      <td>1.004028</td>\n",
              "      <td>1.143116</td>\n",
              "      <td>1.188627</td>\n",
              "      <td>0.873727</td>\n",
              "      <td>2.421493</td>\n",
              "      <td>0.367526</td>\n",
              "      <td>0.894927</td>\n",
              "      <td>1</td>\n",
              "      <td>3.64724</td>\n",
              "      <td>1.394609</td>\n",
              "      <td>2.788681</td>\n",
              "      <td>...</td>\n",
              "      <td>0.977326</td>\n",
              "      <td>1.184865</td>\n",
              "      <td>1.22324</td>\n",
              "      <td>1.558704</td>\n",
              "      <td>1.856593</td>\n",
              "      <td>1.353425</td>\n",
              "      <td>2.052982</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.666682</td>\n",
              "      <td>1.52253</td>\n",
              "      <td>0.500003</td>\n",
              "      <td>1.690199</td>\n",
              "      <td>1.410518</td>\n",
              "      <td>1.416767</td>\n",
              "      <td>1.831957</td>\n",
              "      <td>0.694988</td>\n",
              "      <td>0.884223</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.254873</td>\n",
              "      <td>0.734807</td>\n",
              "      <td>0.683746</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.042978</td>\n",
              "      <td>1.20741</td>\n",
              "      <td>0.411727</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.163042</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>1.385964</td>\n",
              "      <td>1.327785</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.177422</td>\n",
              "      <td>1.029049</td>\n",
              "      <td>0.912203</td>\n",
              "      <td>0.681972</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.826854</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>31685.0</td>\n",
              "      <td>1.095873</td>\n",
              "      <td>0.594371</td>\n",
              "      <td>0.661244</td>\n",
              "      <td>0.637268</td>\n",
              "      <td>0.843325</td>\n",
              "      <td>0.988598</td>\n",
              "      <td>0.918995</td>\n",
              "      <td>1.22502</td>\n",
              "      <td>1.665352</td>\n",
              "      <td>1.141219</td>\n",
              "      <td>1.305176</td>\n",
              "      <td>1.089602</td>\n",
              "      <td>2.769817</td>\n",
              "      <td>1.36957</td>\n",
              "      <td>1.905926</td>\n",
              "      <td>0.459632</td>\n",
              "      <td>1.286047</td>\n",
              "      <td>0.619519</td>\n",
              "      <td>0.884707</td>\n",
              "      <td>1.526313</td>\n",
              "      <td>1.112893</td>\n",
              "      <td>0.364051</td>\n",
              "      <td>2.141504</td>\n",
              "      <td>1.521418</td>\n",
              "      <td>0.797929</td>\n",
              "      <td>2.714377</td>\n",
              "      <td>1.234718</td>\n",
              "      <td>0.803444</td>\n",
              "      <td>0.569471</td>\n",
              "      <td>1.655069</td>\n",
              "      <td>1.736036</td>\n",
              "      <td>0.888071</td>\n",
              "      <td>2.908652</td>\n",
              "      <td>1.807001</td>\n",
              "      <td>0.476732</td>\n",
              "      <td>1.142894</td>\n",
              "      <td>0.646614</td>\n",
              "      <td>0.674438</td>\n",
              "      <td>0.435845</td>\n",
              "      <td>...</td>\n",
              "      <td>0.672912</td>\n",
              "      <td>1.514836</td>\n",
              "      <td>1.212154</td>\n",
              "      <td>1.170193</td>\n",
              "      <td>1.704578</td>\n",
              "      <td>1.463853</td>\n",
              "      <td>1.931168</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.150174</td>\n",
              "      <td>1.158512</td>\n",
              "      <td>1.040113</td>\n",
              "      <td>1.271958</td>\n",
              "      <td>1.047172</td>\n",
              "      <td>1.097282</td>\n",
              "      <td>1.589883</td>\n",
              "      <td>0.528797</td>\n",
              "      <td>0.913825</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.06181</td>\n",
              "      <td>2.326109</td>\n",
              "      <td>0.350354</td>\n",
              "      <td>1.532022</td>\n",
              "      <td>1.305806</td>\n",
              "      <td>1.044081</td>\n",
              "      <td>1.154047</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.713379</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.903157</td>\n",
              "      <td>0.651935</td>\n",
              "      <td>1.009786</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.008099</td>\n",
              "      <td>0.980407</td>\n",
              "      <td>0.789353</td>\n",
              "      <td>1.421908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.272391</td>\n",
              "      <td>0.844353</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>0.981184</td>\n",
              "      <td>1.063031</td>\n",
              "      <td>0.90563</td>\n",
              "      <td>0.809902</td>\n",
              "      <td>0.897319</td>\n",
              "      <td>0.934056</td>\n",
              "      <td>0.919195</td>\n",
              "      <td>1.241624</td>\n",
              "      <td>0.845375</td>\n",
              "      <td>1.088757</td>\n",
              "      <td>0.949682</td>\n",
              "      <td>0.479475</td>\n",
              "      <td>3.012362</td>\n",
              "      <td>1.015067</td>\n",
              "      <td>0.832624</td>\n",
              "      <td>0.884071</td>\n",
              "      <td>0.727371</td>\n",
              "      <td>1.242522</td>\n",
              "      <td>1.16093</td>\n",
              "      <td>0.567226</td>\n",
              "      <td>0.905537</td>\n",
              "      <td>0.565853</td>\n",
              "      <td>3.448094</td>\n",
              "      <td>0.645718</td>\n",
              "      <td>0.637664</td>\n",
              "      <td>0.345704</td>\n",
              "      <td>0.923872</td>\n",
              "      <td>1.156891</td>\n",
              "      <td>0.83194</td>\n",
              "      <td>0.879664</td>\n",
              "      <td>0.613805</td>\n",
              "      <td>0.686892</td>\n",
              "      <td>1.779509</td>\n",
              "      <td>0.5063</td>\n",
              "      <td>0.539408</td>\n",
              "      <td>1.227576</td>\n",
              "      <td>0.896246</td>\n",
              "      <td>1.010251</td>\n",
              "      <td>0.735137</td>\n",
              "      <td>...</td>\n",
              "      <td>1.098948</td>\n",
              "      <td>1.305852</td>\n",
              "      <td>1.227953</td>\n",
              "      <td>0.984836</td>\n",
              "      <td>2.072887</td>\n",
              "      <td>1.599556</td>\n",
              "      <td>2.238262</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.079653</td>\n",
              "      <td>0.682076</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.821819</td>\n",
              "      <td>0.829173</td>\n",
              "      <td>0.908318</td>\n",
              "      <td>1.856207</td>\n",
              "      <td>0.79546</td>\n",
              "      <td>2.934932</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.997357</td>\n",
              "      <td>0.425172</td>\n",
              "      <td>0.60612</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.164543</td>\n",
              "      <td>1.105386</td>\n",
              "      <td>0.542315</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.835652</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.08041</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.301049</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.503245</td>\n",
              "      <td>1.197763</td>\n",
              "      <td>0.986877</td>\n",
              "      <td>1.018908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>2.400353</td>\n",
              "      <td>0.91955</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>1.266452</td>\n",
              "      <td>0.916067</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.579968</td>\n",
              "      <td>0.87892</td>\n",
              "      <td>0.980845</td>\n",
              "      <td>0.7959</td>\n",
              "      <td>1.084713</td>\n",
              "      <td>1.260157</td>\n",
              "      <td>1.485987</td>\n",
              "      <td>0.83576</td>\n",
              "      <td>0.775685</td>\n",
              "      <td>1.767729</td>\n",
              "      <td>1.149198</td>\n",
              "      <td>1.046926</td>\n",
              "      <td>0.429835</td>\n",
              "      <td>0.898148</td>\n",
              "      <td>0.594004</td>\n",
              "      <td>0.84777</td>\n",
              "      <td>1.522377</td>\n",
              "      <td>1.029582</td>\n",
              "      <td>0.493227</td>\n",
              "      <td>1.930743</td>\n",
              "      <td>0.261824</td>\n",
              "      <td>0.783081</td>\n",
              "      <td>2.512407</td>\n",
              "      <td>0.980633</td>\n",
              "      <td>0.697477</td>\n",
              "      <td>0.66177</td>\n",
              "      <td>0.713837</td>\n",
              "      <td>1.06434</td>\n",
              "      <td>0.719592</td>\n",
              "      <td>4.196291</td>\n",
              "      <td>0.244781</td>\n",
              "      <td>0.467109</td>\n",
              "      <td>0.692591</td>\n",
              "      <td>0.942196</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.935373</td>\n",
              "      <td>...</td>\n",
              "      <td>0.661009</td>\n",
              "      <td>1.594765</td>\n",
              "      <td>1.547382</td>\n",
              "      <td>2.537613</td>\n",
              "      <td>0.873883</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.620612</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.468956</td>\n",
              "      <td>0.268082</td>\n",
              "      <td>0.731934</td>\n",
              "      <td>0.813288</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.552759</td>\n",
              "      <td>1</td>\n",
              "      <td>0.501594</td>\n",
              "      <td>1.329938</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.974365</td>\n",
              "      <td>0.349288</td>\n",
              "      <td>0.668963</td>\n",
              "      <td>0.622196</td>\n",
              "      <td>0.96571</td>\n",
              "      <td>0.851152</td>\n",
              "      <td>0.509595</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.572355</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.904229</td>\n",
              "      <td>1.691813</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.605205</td>\n",
              "      <td>0.982804</td>\n",
              "      <td>0.667623</td>\n",
              "      <td>0.614613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.66702</td>\n",
              "      <td>0.934621</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>1.343644</td>\n",
              "      <td>1.323332</td>\n",
              "      <td>0.62564</td>\n",
              "      <td>0.959722</td>\n",
              "      <td>1.046214</td>\n",
              "      <td>0.948326</td>\n",
              "      <td>1.309951</td>\n",
              "      <td>1.24985</td>\n",
              "      <td>1.985028</td>\n",
              "      <td>1.116053</td>\n",
              "      <td>1.357095</td>\n",
              "      <td>1.077358</td>\n",
              "      <td>2.287</td>\n",
              "      <td>1.005519</td>\n",
              "      <td>1.772221</td>\n",
              "      <td>1.115929</td>\n",
              "      <td>1.253826</td>\n",
              "      <td>0.794892</td>\n",
              "      <td>1.005334</td>\n",
              "      <td>1.20807</td>\n",
              "      <td>1.200286</td>\n",
              "      <td>1.02197</td>\n",
              "      <td>2.605911</td>\n",
              "      <td>0.980953</td>\n",
              "      <td>0.903276</td>\n",
              "      <td>2.645192</td>\n",
              "      <td>0.957599</td>\n",
              "      <td>1.510539</td>\n",
              "      <td>1.164942</td>\n",
              "      <td>1.307723</td>\n",
              "      <td>1.982495</td>\n",
              "      <td>1.228837</td>\n",
              "      <td>1.475044</td>\n",
              "      <td>0.512232</td>\n",
              "      <td>0.40218</td>\n",
              "      <td>1.295329</td>\n",
              "      <td>1.042043</td>\n",
              "      <td>1.39903</td>\n",
              "      <td>1.064627</td>\n",
              "      <td>...</td>\n",
              "      <td>1.11013</td>\n",
              "      <td>1.329343</td>\n",
              "      <td>1.18058</td>\n",
              "      <td>2.176491</td>\n",
              "      <td>1.938735</td>\n",
              "      <td>1</td>\n",
              "      <td>2.186889</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.528777</td>\n",
              "      <td>0.19654</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.898593</td>\n",
              "      <td>0.541481</td>\n",
              "      <td>0.945716</td>\n",
              "      <td>2.108315</td>\n",
              "      <td>1.412495</td>\n",
              "      <td>0.810479</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.652656</td>\n",
              "      <td>0.329209</td>\n",
              "      <td>0.863052</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.884332</td>\n",
              "      <td>1.217935</td>\n",
              "      <td>0.833863</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.578411</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.675356</td>\n",
              "      <td>0.396032</td>\n",
              "      <td>1.381847</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.980105</td>\n",
              "      <td>0.999037</td>\n",
              "      <td>1.155117</td>\n",
              "      <td>1.356363</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.710004</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>31 rows × 593 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "        0         1    ...          591              592\n",
              "0       NaN   glycine  ...  thioproline  6-acetylglucose\n",
              "1   31593.0  0.764476  ...     1.149486         0.702914\n",
              "2   31595.0  0.778072  ...     0.720695         0.702914\n",
              "3   31597.0  0.994348  ...     2.197779         3.794518\n",
              "4   31599.0  0.853183  ...       1.8035         4.169416\n",
              "5   31601.0  0.830975  ...     0.719742         4.000286\n",
              "6   31603.0  0.741821  ...     0.834337         1.723053\n",
              "7   31605.0  1.345114  ...     0.345068         0.702914\n",
              "8   31607.0  1.048042  ...     0.876641         1.689853\n",
              "9   31609.0  0.955684  ...     2.634448         0.730885\n",
              "10  31611.0  0.607936  ...     1.043616         0.702914\n",
              "11  31613.0  1.001045  ...     1.343689         0.859851\n",
              "12  31615.0  1.436214  ...     0.852058         1.347943\n",
              "13  31617.0  1.200479  ...      0.67927         1.437173\n",
              "14  31619.0  1.744886  ...     0.386071         2.099567\n",
              "15  31621.0  1.129634  ...     0.464993         0.853675\n",
              "16  31663.0  0.649654  ...     1.169712          2.64878\n",
              "17  31665.0  1.173605  ...     0.630187         0.702914\n",
              "18  31667.0  1.176443  ...     0.956384         1.246561\n",
              "19  31669.0  1.477157  ...     3.606056         0.924637\n",
              "20  31671.0  1.033765  ...     1.578952         0.702914\n",
              "21  31673.0  0.998955  ...      0.70781         0.991363\n",
              "22  31675.0  0.936832  ...     0.741792         0.702914\n",
              "23  31677.0  0.973135  ...     1.093509         0.959835\n",
              "24  31679.0  0.994376  ...      1.90346         0.702914\n",
              "25  31681.0  0.987105  ...     0.657851                1\n",
              "26  31683.0  1.198148  ...     1.826854         0.702914\n",
              "27  31685.0  1.095873  ...     1.272391         0.844353\n",
              "28  31687.0  0.981184  ...     2.400353          0.91955\n",
              "29  31689.0  1.266452  ...      1.66702         0.934621\n",
              "30  31691.0  1.343644  ...     0.710004         0.702914\n",
              "\n",
              "[31 rows x 593 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "id": "ifupKcXJlDSW",
        "outputId": "ba862be6-956f-4b01-f1ae-9c608840ab61"
      },
      "source": [
        "info = pd.read_csv(\"/content/drive/My Drive/omicsEye/PUBH6859/sample_info.txt\", sep=\"\\t\", header=None)\n",
        "info"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>0</th>\n",
              "      <th>1</th>\n",
              "      <th>2</th>\n",
              "      <th>3</th>\n",
              "      <th>4</th>\n",
              "      <th>5</th>\n",
              "      <th>6</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>NaN</td>\n",
              "      <td>Group</td>\n",
              "      <td>Time</td>\n",
              "      <td>Aorta_Portal</td>\n",
              "      <td>Position</td>\n",
              "      <td>Position2</td>\n",
              "      <td>Animal</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31592.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P3</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P4</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31594.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P5</td>\n",
              "      <td>RYGB 8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P6</td>\n",
              "      <td>RYGB 8</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P4</td>\n",
              "      <td>WM-3 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>31688.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P5</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P6</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>31690.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P7</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>100</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P8</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>101 rows × 7 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "           0                 1        2  ...         4          5       6\n",
              "0        NaN             Group     Time  ...  Position  Position2  Animal\n",
              "1    31592.0            1_RYGB   Week 1  ...         C         P3  RYGB 7\n",
              "2    31593.0            1_RYGB   Week 1  ...         C         P4  RYGB 7\n",
              "3    31594.0            1_RYGB   Week 1  ...         C         P5  RYGB 8\n",
              "4    31595.0            1_RYGB   Week 1  ...         C         P6  RYGB 8\n",
              "..       ...               ...      ...  ...       ...        ...     ...\n",
              "96   31687.0  4_Weight Matched  Month 3  ...         J         P4  WM-3 3\n",
              "97   31688.0  4_Weight Matched  Month 3  ...         J         P5  WM-4 3\n",
              "98   31689.0  4_Weight Matched  Month 3  ...         J         P6  WM-4 3\n",
              "99   31690.0  4_Weight Matched  Month 3  ...         J         P7  WM-5 3\n",
              "100  31691.0  4_Weight Matched  Month 3  ...         J         P8  WM-5 3\n",
              "\n",
              "[101 rows x 7 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 16
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "zx-5B52lAl0c"
      },
      "source": [
        "# Data cleaning & Data preparation\n",
        "\n",
        "1.   The data is transposed to fit the desired format\n",
        "2.   the NaN(Not a Number) values are taken care here by droping them, from the data itself.\n",
        "\n",
        "1.   The datasets are merged to form the complete dataset that is required for the study.\n",
        "\n",
        "1.   Missing row names are added and some missing values which are not NaN are also taken care of\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "Azu-IrVClDPD",
        "outputId": "752200a6-a50c-44cc-87f9-214099bbc13e"
      },
      "source": [
        "metabolite.columns = metabolite.iloc[0]\n",
        "metabolite = metabolite.drop(metabolite.index[0])\n",
        "metabolite"
      ],
      "execution_count": 17,
      "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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              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
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              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>NaN</th>\n",
              "      <th>glycine</th>\n",
              "      <th>N-acetylglycine</th>\n",
              "      <th>sarcosine</th>\n",
              "      <th>dimethylglycine</th>\n",
              "      <th>betaine</th>\n",
              "      <th>serine</th>\n",
              "      <th>N-acetylserine</th>\n",
              "      <th>threonine</th>\n",
              "      <th>N-acetylthreonine</th>\n",
              "      <th>alanine</th>\n",
              "      <th>N-acetylalanine</th>\n",
              "      <th>aspartate</th>\n",
              "      <th>N-acetylaspartate (NAA)</th>\n",
              "      <th>asparagine</th>\n",
              "      <th>N-acetylasparagine</th>\n",
              "      <th>hydroxyasparagine</th>\n",
              "      <th>glutamate</th>\n",
              "      <th>glutamine</th>\n",
              "      <th>alpha-ketoglutaramate*</th>\n",
              "      <th>N-acetylglutamate</th>\n",
              "      <th>N-acetylglutamine</th>\n",
              "      <th>4-hydroxyglutamate</th>\n",
              "      <th>pyroglutamine*</th>\n",
              "      <th>N-acetyl-aspartyl-glutamate (NAAG)</th>\n",
              "      <th>carboxyethyl-GABA</th>\n",
              "      <th>S-1-pyrroline-5-carboxylate</th>\n",
              "      <th>histidine</th>\n",
              "      <th>1-methylhistidine</th>\n",
              "      <th>3-methylhistidine</th>\n",
              "      <th>N-acetylhistidine</th>\n",
              "      <th>N-acetyl-3-methylhistidine*</th>\n",
              "      <th>N-acetyl-1-methylhistidine*</th>\n",
              "      <th>trans-urocanate</th>\n",
              "      <th>imidazole propionate</th>\n",
              "      <th>formiminoglutamate</th>\n",
              "      <th>imidazole lactate</th>\n",
              "      <th>carnosine</th>\n",
              "      <th>N-acetylcarnosine</th>\n",
              "      <th>anserine</th>\n",
              "      <th>...</th>\n",
              "      <th>pantothenate (Vitamin B5)</th>\n",
              "      <th>threonate</th>\n",
              "      <th>oxalate (ethanedioate)</th>\n",
              "      <th>gulonate*</th>\n",
              "      <th>alpha-tocopherol</th>\n",
              "      <th>alpha-CEHC sulfate</th>\n",
              "      <th>gamma-tocopherol/beta-tocopherol</th>\n",
              "      <th>heme</th>\n",
              "      <th>bilirubin</th>\n",
              "      <th>bilirubin (E,E)*</th>\n",
              "      <th>biliverdin</th>\n",
              "      <th>retinol (Vitamin A)</th>\n",
              "      <th>pyridoxamine</th>\n",
              "      <th>pyridoxal</th>\n",
              "      <th>pyridoxate</th>\n",
              "      <th>hippurate</th>\n",
              "      <th>benzoate</th>\n",
              "      <th>4-ethylphenyl sulfate</th>\n",
              "      <th>p-cresol sulfate</th>\n",
              "      <th>2-piperidinone</th>\n",
              "      <th>2,3-dihydroxyisovalerate</th>\n",
              "      <th>2-oxindole-3-acetate</th>\n",
              "      <th>3-formylindole</th>\n",
              "      <th>gluconate</th>\n",
              "      <th>beta-guanidinopropanoate</th>\n",
              "      <th>equol glucuronide</th>\n",
              "      <th>ergothioneine</th>\n",
              "      <th>erythritol</th>\n",
              "      <th>homostachydrine*</th>\n",
              "      <th>mannonate*</th>\n",
              "      <th>stachydrine</th>\n",
              "      <th>tartronate (hydroxymalonate)</th>\n",
              "      <th>2,6-dihydroxybenzoic acid</th>\n",
              "      <th>maleoylcarnitine</th>\n",
              "      <th>sulfate*</th>\n",
              "      <th>O-sulfo-L-tyrosine</th>\n",
              "      <th>2-oxo-1-pyrrolidinepropionate</th>\n",
              "      <th>6-hydroxyindole sulfate</th>\n",
              "      <th>thioproline</th>\n",
              "      <th>6-acetylglucose</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>0.764476</td>\n",
              "      <td>0.980503</td>\n",
              "      <td>0.763311</td>\n",
              "      <td>3.804459</td>\n",
              "      <td>1.113178</td>\n",
              "      <td>0.944598</td>\n",
              "      <td>3.934462</td>\n",
              "      <td>0.761158</td>\n",
              "      <td>1.856078</td>\n",
              "      <td>0.800685</td>\n",
              "      <td>2.140186</td>\n",
              "      <td>1.644787</td>\n",
              "      <td>0.92545</td>\n",
              "      <td>0.788742</td>\n",
              "      <td>1.692826</td>\n",
              "      <td>2.880387</td>\n",
              "      <td>1.621283</td>\n",
              "      <td>1.286609</td>\n",
              "      <td>8.338279</td>\n",
              "      <td>0.897692</td>\n",
              "      <td>1.95428</td>\n",
              "      <td>1.199227</td>\n",
              "      <td>0.175787</td>\n",
              "      <td>21.463964</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>0.521842</td>\n",
              "      <td>1.098816</td>\n",
              "      <td>11.086291</td>\n",
              "      <td>4.953143</td>\n",
              "      <td>1.804828</td>\n",
              "      <td>1.271886</td>\n",
              "      <td>2.493006</td>\n",
              "      <td>1.33838</td>\n",
              "      <td>1.040741</td>\n",
              "      <td>30.724224</td>\n",
              "      <td>2.016838</td>\n",
              "      <td>1.041511</td>\n",
              "      <td>3.165958</td>\n",
              "      <td>1.468915</td>\n",
              "      <td>...</td>\n",
              "      <td>1.606153</td>\n",
              "      <td>1.339748</td>\n",
              "      <td>1.106379</td>\n",
              "      <td>2.751503</td>\n",
              "      <td>1.329715</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.165705</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.470411</td>\n",
              "      <td>1.243077</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.968585</td>\n",
              "      <td>5.17372</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.564567</td>\n",
              "      <td>2.776705</td>\n",
              "      <td>0.885554</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.84977</td>\n",
              "      <td>47.868225</td>\n",
              "      <td>6.558881</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>4.286731</td>\n",
              "      <td>0.72338</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>7.434881</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.543272</td>\n",
              "      <td>0.906794</td>\n",
              "      <td>0.609301</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.784635</td>\n",
              "      <td>2.342844</td>\n",
              "      <td>4.766011</td>\n",
              "      <td>5.954872</td>\n",
              "      <td>7.983591</td>\n",
              "      <td>1.149486</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>0.778072</td>\n",
              "      <td>0.854428</td>\n",
              "      <td>1.052241</td>\n",
              "      <td>1.809722</td>\n",
              "      <td>1.124312</td>\n",
              "      <td>1.03585</td>\n",
              "      <td>1.803863</td>\n",
              "      <td>0.647857</td>\n",
              "      <td>0.578488</td>\n",
              "      <td>0.598287</td>\n",
              "      <td>1.004495</td>\n",
              "      <td>1.380264</td>\n",
              "      <td>0.339317</td>\n",
              "      <td>0.782238</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.251637</td>\n",
              "      <td>1.144113</td>\n",
              "      <td>1.274944</td>\n",
              "      <td>4.340356</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.868177</td>\n",
              "      <td>1.33384</td>\n",
              "      <td>0.236609</td>\n",
              "      <td>6.701089</td>\n",
              "      <td>0.738143</td>\n",
              "      <td>0.149757</td>\n",
              "      <td>1.102993</td>\n",
              "      <td>3.376704</td>\n",
              "      <td>1.881494</td>\n",
              "      <td>0.562245</td>\n",
              "      <td>0.235787</td>\n",
              "      <td>0.941887</td>\n",
              "      <td>0.597944</td>\n",
              "      <td>0.028509</td>\n",
              "      <td>5.260031</td>\n",
              "      <td>0.938103</td>\n",
              "      <td>1.195869</td>\n",
              "      <td>0.91191</td>\n",
              "      <td>1.083882</td>\n",
              "      <td>...</td>\n",
              "      <td>1.352735</td>\n",
              "      <td>0.593864</td>\n",
              "      <td>0.695348</td>\n",
              "      <td>0.667523</td>\n",
              "      <td>1.006609</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.822608</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.073603</td>\n",
              "      <td>1.130102</td>\n",
              "      <td>0.266236</td>\n",
              "      <td>1.073001</td>\n",
              "      <td>1.962254</td>\n",
              "      <td>1.335502</td>\n",
              "      <td>0.664477</td>\n",
              "      <td>0.652602</td>\n",
              "      <td>0.836172</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.898312</td>\n",
              "      <td>9.891383</td>\n",
              "      <td>2.18982</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.607359</td>\n",
              "      <td>1.354777</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.078918</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.133949</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.587401</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.991901</td>\n",
              "      <td>1.775936</td>\n",
              "      <td>1.225544</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.588935</td>\n",
              "      <td>0.720695</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31597.0</td>\n",
              "      <td>0.994348</td>\n",
              "      <td>0.678962</td>\n",
              "      <td>1.685811</td>\n",
              "      <td>2.673036</td>\n",
              "      <td>0.964949</td>\n",
              "      <td>0.692393</td>\n",
              "      <td>3.547813</td>\n",
              "      <td>0.539718</td>\n",
              "      <td>1.694619</td>\n",
              "      <td>1.326984</td>\n",
              "      <td>2.727649</td>\n",
              "      <td>4.505597</td>\n",
              "      <td>2.321881</td>\n",
              "      <td>0.556639</td>\n",
              "      <td>1.175243</td>\n",
              "      <td>1.645329</td>\n",
              "      <td>4.120117</td>\n",
              "      <td>1.027391</td>\n",
              "      <td>7.964828</td>\n",
              "      <td>12.163894</td>\n",
              "      <td>1.526481</td>\n",
              "      <td>3.422024</td>\n",
              "      <td>0.516289</td>\n",
              "      <td>20.562691</td>\n",
              "      <td>4.823588</td>\n",
              "      <td>2.010484</td>\n",
              "      <td>0.998084</td>\n",
              "      <td>6.120318</td>\n",
              "      <td>1.971366</td>\n",
              "      <td>1.762844</td>\n",
              "      <td>0.579818</td>\n",
              "      <td>3.161732</td>\n",
              "      <td>0.905749</td>\n",
              "      <td>0.691792</td>\n",
              "      <td>33.255497</td>\n",
              "      <td>1.915898</td>\n",
              "      <td>0.842633</td>\n",
              "      <td>6.505247</td>\n",
              "      <td>0.66481</td>\n",
              "      <td>...</td>\n",
              "      <td>1.679782</td>\n",
              "      <td>1.213876</td>\n",
              "      <td>1.20355</td>\n",
              "      <td>2.436038</td>\n",
              "      <td>0.427548</td>\n",
              "      <td>1.600141</td>\n",
              "      <td>0.535905</td>\n",
              "      <td>0.337627</td>\n",
              "      <td>0.072943</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>3.467764</td>\n",
              "      <td>2.103884</td>\n",
              "      <td>2.765389</td>\n",
              "      <td>1.154591</td>\n",
              "      <td>6.080456</td>\n",
              "      <td>27.918341</td>\n",
              "      <td>3.348258</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.088804</td>\n",
              "      <td>31.886192</td>\n",
              "      <td>14.071503</td>\n",
              "      <td>0.851228</td>\n",
              "      <td>2.077155</td>\n",
              "      <td>3.722162</td>\n",
              "      <td>3.288469</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.67949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.042885</td>\n",
              "      <td>1.162273</td>\n",
              "      <td>0.665749</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.425712</td>\n",
              "      <td>2.176631</td>\n",
              "      <td>3.823018</td>\n",
              "      <td>8.081828</td>\n",
              "      <td>8.470854</td>\n",
              "      <td>2.197779</td>\n",
              "      <td>3.794518</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31599.0</td>\n",
              "      <td>0.853183</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.846395</td>\n",
              "      <td>4.144006</td>\n",
              "      <td>1.174095</td>\n",
              "      <td>0.999712</td>\n",
              "      <td>4.086068</td>\n",
              "      <td>0.782801</td>\n",
              "      <td>2.156129</td>\n",
              "      <td>0.88544</td>\n",
              "      <td>2.404563</td>\n",
              "      <td>1.874684</td>\n",
              "      <td>0.989851</td>\n",
              "      <td>0.767781</td>\n",
              "      <td>1.666952</td>\n",
              "      <td>3.430455</td>\n",
              "      <td>1.514929</td>\n",
              "      <td>1.475181</td>\n",
              "      <td>7.636902</td>\n",
              "      <td>1.001398</td>\n",
              "      <td>1.967933</td>\n",
              "      <td>1.279699</td>\n",
              "      <td>0.187902</td>\n",
              "      <td>19.19182</td>\n",
              "      <td>2.222435</td>\n",
              "      <td>0.554168</td>\n",
              "      <td>1.354266</td>\n",
              "      <td>10.42614</td>\n",
              "      <td>5.208524</td>\n",
              "      <td>1.98782</td>\n",
              "      <td>1.295995</td>\n",
              "      <td>2.671886</td>\n",
              "      <td>2.779001</td>\n",
              "      <td>1.199335</td>\n",
              "      <td>33.009239</td>\n",
              "      <td>2.161645</td>\n",
              "      <td>1.195299</td>\n",
              "      <td>3.072445</td>\n",
              "      <td>1.546912</td>\n",
              "      <td>...</td>\n",
              "      <td>1.710967</td>\n",
              "      <td>1.19374</td>\n",
              "      <td>1.206329</td>\n",
              "      <td>2.927879</td>\n",
              "      <td>1.529254</td>\n",
              "      <td>0.584887</td>\n",
              "      <td>1.435459</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.938642</td>\n",
              "      <td>1.424512</td>\n",
              "      <td>0.417923</td>\n",
              "      <td>2.552179</td>\n",
              "      <td>7.184206</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.292334</td>\n",
              "      <td>3.324645</td>\n",
              "      <td>1.354726</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.133821</td>\n",
              "      <td>51.098412</td>\n",
              "      <td>7.439358</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.911431</td>\n",
              "      <td>2.403471</td>\n",
              "      <td>0.751163</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>8.069499</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.874871</td>\n",
              "      <td>1.223746</td>\n",
              "      <td>0.598558</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.733257</td>\n",
              "      <td>2.527558</td>\n",
              "      <td>5.490274</td>\n",
              "      <td>4.864277</td>\n",
              "      <td>8.663094</td>\n",
              "      <td>1.8035</td>\n",
              "      <td>4.169416</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>31601.0</td>\n",
              "      <td>0.830975</td>\n",
              "      <td>1.06703</td>\n",
              "      <td>1.245168</td>\n",
              "      <td>2.071697</td>\n",
              "      <td>1.070344</td>\n",
              "      <td>1.000288</td>\n",
              "      <td>1.917514</td>\n",
              "      <td>0.648361</td>\n",
              "      <td>0.623125</td>\n",
              "      <td>0.724148</td>\n",
              "      <td>1.343725</td>\n",
              "      <td>1.582053</td>\n",
              "      <td>0.489405</td>\n",
              "      <td>0.775026</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.185746</td>\n",
              "      <td>1.158091</td>\n",
              "      <td>1.289537</td>\n",
              "      <td>4.895542</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.875926</td>\n",
              "      <td>1.291801</td>\n",
              "      <td>0.231011</td>\n",
              "      <td>7.048037</td>\n",
              "      <td>0.843963</td>\n",
              "      <td>0.17085</td>\n",
              "      <td>1.155841</td>\n",
              "      <td>3.53673</td>\n",
              "      <td>2.060081</td>\n",
              "      <td>0.558266</td>\n",
              "      <td>0.217087</td>\n",
              "      <td>0.902409</td>\n",
              "      <td>0.955563</td>\n",
              "      <td>0.032435</td>\n",
              "      <td>5.925461</td>\n",
              "      <td>1.010388</td>\n",
              "      <td>1.735047</td>\n",
              "      <td>1.286827</td>\n",
              "      <td>1.477729</td>\n",
              "      <td>...</td>\n",
              "      <td>1.411357</td>\n",
              "      <td>0.514417</td>\n",
              "      <td>0.57602</td>\n",
              "      <td>0.591058</td>\n",
              "      <td>1.156421</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.966458</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.19046</td>\n",
              "      <td>1.105218</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.004063</td>\n",
              "      <td>2.705123</td>\n",
              "      <td>0.815239</td>\n",
              "      <td>0.853599</td>\n",
              "      <td>0.704367</td>\n",
              "      <td>0.818961</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.042735</td>\n",
              "      <td>10.933635</td>\n",
              "      <td>2.2697</td>\n",
              "      <td>0.546404</td>\n",
              "      <td>0.803755</td>\n",
              "      <td>0.928157</td>\n",
              "      <td>0.992653</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.870744</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.184378</td>\n",
              "      <td>0.533261</td>\n",
              "      <td>0.346314</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.096919</td>\n",
              "      <td>1.751415</td>\n",
              "      <td>1.326103</td>\n",
              "      <td>0.304321</td>\n",
              "      <td>0.707198</td>\n",
              "      <td>0.719742</td>\n",
              "      <td>4.000286</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>31603.0</td>\n",
              "      <td>0.741821</td>\n",
              "      <td>0.857013</td>\n",
              "      <td>0.612962</td>\n",
              "      <td>1.264034</td>\n",
              "      <td>1.075136</td>\n",
              "      <td>0.914057</td>\n",
              "      <td>1.291118</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.513</td>\n",
              "      <td>0.702682</td>\n",
              "      <td>0.890297</td>\n",
              "      <td>1.227705</td>\n",
              "      <td>0.686044</td>\n",
              "      <td>0.724954</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.272029</td>\n",
              "      <td>1.316149</td>\n",
              "      <td>1.173072</td>\n",
              "      <td>1.077335</td>\n",
              "      <td>0.373506</td>\n",
              "      <td>1.158281</td>\n",
              "      <td>2.202204</td>\n",
              "      <td>0.546499</td>\n",
              "      <td>4.524804</td>\n",
              "      <td>1.200195</td>\n",
              "      <td>0.279254</td>\n",
              "      <td>0.903144</td>\n",
              "      <td>2.910643</td>\n",
              "      <td>1.306704</td>\n",
              "      <td>0.685013</td>\n",
              "      <td>0.397041</td>\n",
              "      <td>1.273315</td>\n",
              "      <td>0.43235</td>\n",
              "      <td>0.860405</td>\n",
              "      <td>6.766962</td>\n",
              "      <td>0.376914</td>\n",
              "      <td>1.52523</td>\n",
              "      <td>0.641169</td>\n",
              "      <td>1.08072</td>\n",
              "      <td>...</td>\n",
              "      <td>1.152078</td>\n",
              "      <td>0.683264</td>\n",
              "      <td>0.821865</td>\n",
              "      <td>0.994686</td>\n",
              "      <td>0.010081</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.007583</td>\n",
              "      <td>11.599139</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.011678</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.79695</td>\n",
              "      <td>0.780679</td>\n",
              "      <td>1.024226</td>\n",
              "      <td>1.919682</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.875738</td>\n",
              "      <td>1.383335</td>\n",
              "      <td>3.709324</td>\n",
              "      <td>0.512093</td>\n",
              "      <td>1</td>\n",
              "      <td>0.955919</td>\n",
              "      <td>1.277789</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.43261</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.281133</td>\n",
              "      <td>1.290293</td>\n",
              "      <td>0.959565</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.965154</td>\n",
              "      <td>1.389844</td>\n",
              "      <td>1.599733</td>\n",
              "      <td>0.810556</td>\n",
              "      <td>0.606183</td>\n",
              "      <td>0.834337</td>\n",
              "      <td>1.723053</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>31605.0</td>\n",
              "      <td>1.345114</td>\n",
              "      <td>1.848759</td>\n",
              "      <td>1.744532</td>\n",
              "      <td>1.620063</td>\n",
              "      <td>1.151131</td>\n",
              "      <td>1.08003</td>\n",
              "      <td>0.937055</td>\n",
              "      <td>0.735331</td>\n",
              "      <td>0.623713</td>\n",
              "      <td>0.7011</td>\n",
              "      <td>0.608174</td>\n",
              "      <td>0.53536</td>\n",
              "      <td>0.838383</td>\n",
              "      <td>0.859214</td>\n",
              "      <td>0.779809</td>\n",
              "      <td>1.160179</td>\n",
              "      <td>1.275953</td>\n",
              "      <td>1.435282</td>\n",
              "      <td>1.15019</td>\n",
              "      <td>0.498716</td>\n",
              "      <td>1.083784</td>\n",
              "      <td>2.242361</td>\n",
              "      <td>0.456677</td>\n",
              "      <td>0.695385</td>\n",
              "      <td>1.120442</td>\n",
              "      <td>0.185774</td>\n",
              "      <td>0.801776</td>\n",
              "      <td>1.585302</td>\n",
              "      <td>1.088601</td>\n",
              "      <td>0.828431</td>\n",
              "      <td>0.671461</td>\n",
              "      <td>1.253798</td>\n",
              "      <td>0.373562</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.592894</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>0.477252</td>\n",
              "      <td>0.636972</td>\n",
              "      <td>0.314679</td>\n",
              "      <td>...</td>\n",
              "      <td>1.765572</td>\n",
              "      <td>0.750801</td>\n",
              "      <td>0.81155</td>\n",
              "      <td>0.719561</td>\n",
              "      <td>0.543211</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.973881</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.575153</td>\n",
              "      <td>0.486159</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.588667</td>\n",
              "      <td>0.626188</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.432753</td>\n",
              "      <td>0.319764</td>\n",
              "      <td>1.068072</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.753497</td>\n",
              "      <td>0.644465</td>\n",
              "      <td>1.107466</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797085</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.697325</td>\n",
              "      <td>2.968742</td>\n",
              "      <td>0.949618</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.432738</td>\n",
              "      <td>0.997412</td>\n",
              "      <td>1.097491</td>\n",
              "      <td>0.786754</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.345068</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>31607.0</td>\n",
              "      <td>1.048042</td>\n",
              "      <td>0.937819</td>\n",
              "      <td>1.006722</td>\n",
              "      <td>0.838492</td>\n",
              "      <td>1.029987</td>\n",
              "      <td>1.180324</td>\n",
              "      <td>0.861669</td>\n",
              "      <td>1.007823</td>\n",
              "      <td>0.518525</td>\n",
              "      <td>0.923565</td>\n",
              "      <td>0.89054</td>\n",
              "      <td>0.935235</td>\n",
              "      <td>1.010149</td>\n",
              "      <td>0.965898</td>\n",
              "      <td>0.817914</td>\n",
              "      <td>0.861116</td>\n",
              "      <td>1.547619</td>\n",
              "      <td>1.37985</td>\n",
              "      <td>0.681152</td>\n",
              "      <td>1.155099</td>\n",
              "      <td>1.006048</td>\n",
              "      <td>1.567079</td>\n",
              "      <td>1.197826</td>\n",
              "      <td>0.76418</td>\n",
              "      <td>1.197279</td>\n",
              "      <td>0.309541</td>\n",
              "      <td>0.908063</td>\n",
              "      <td>0.918497</td>\n",
              "      <td>0.902362</td>\n",
              "      <td>0.72746</td>\n",
              "      <td>0.461183</td>\n",
              "      <td>0.603956</td>\n",
              "      <td>0.43512</td>\n",
              "      <td>0.689937</td>\n",
              "      <td>0.824184</td>\n",
              "      <td>0.374082</td>\n",
              "      <td>0.914276</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.519423</td>\n",
              "      <td>...</td>\n",
              "      <td>1.0564</td>\n",
              "      <td>0.802416</td>\n",
              "      <td>0.995794</td>\n",
              "      <td>1.465856</td>\n",
              "      <td>0.605146</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.720064</td>\n",
              "      <td>0.265652</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1</td>\n",
              "      <td>0.911023</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.591688</td>\n",
              "      <td>0.813553</td>\n",
              "      <td>0.978671</td>\n",
              "      <td>0.598709</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.899286</td>\n",
              "      <td>0.38891</td>\n",
              "      <td>0.789534</td>\n",
              "      <td>1.429069</td>\n",
              "      <td>1.470559</td>\n",
              "      <td>2.12708</td>\n",
              "      <td>1.222734</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.678915</td>\n",
              "      <td>1</td>\n",
              "      <td>0.699054</td>\n",
              "      <td>17.795694</td>\n",
              "      <td>1.183606</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.289299</td>\n",
              "      <td>1.099509</td>\n",
              "      <td>0.6893</td>\n",
              "      <td>0.891694</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.876641</td>\n",
              "      <td>1.689853</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>31609.0</td>\n",
              "      <td>0.955684</td>\n",
              "      <td>0.638752</td>\n",
              "      <td>1.91</td>\n",
              "      <td>0.888685</td>\n",
              "      <td>0.908324</td>\n",
              "      <td>0.836412</td>\n",
              "      <td>5.836232</td>\n",
              "      <td>0.98237</td>\n",
              "      <td>2.853636</td>\n",
              "      <td>1.392465</td>\n",
              "      <td>5.445596</td>\n",
              "      <td>2.528571</td>\n",
              "      <td>3.997818</td>\n",
              "      <td>0.849408</td>\n",
              "      <td>2.571309</td>\n",
              "      <td>1.689583</td>\n",
              "      <td>3.125955</td>\n",
              "      <td>1.07256</td>\n",
              "      <td>6.653218</td>\n",
              "      <td>10.497542</td>\n",
              "      <td>1.616245</td>\n",
              "      <td>3.476449</td>\n",
              "      <td>0.056365</td>\n",
              "      <td>32.543022</td>\n",
              "      <td>2.485614</td>\n",
              "      <td>1.094652</td>\n",
              "      <td>1.496706</td>\n",
              "      <td>5.041963</td>\n",
              "      <td>3.378551</td>\n",
              "      <td>3.531208</td>\n",
              "      <td>2.998323</td>\n",
              "      <td>2.668087</td>\n",
              "      <td>1.455202</td>\n",
              "      <td>5.547017</td>\n",
              "      <td>27.521971</td>\n",
              "      <td>1.655983</td>\n",
              "      <td>0.621656</td>\n",
              "      <td>4.877759</td>\n",
              "      <td>1.344339</td>\n",
              "      <td>...</td>\n",
              "      <td>0.172956</td>\n",
              "      <td>1.867895</td>\n",
              "      <td>1.73425</td>\n",
              "      <td>5.670829</td>\n",
              "      <td>0.076488</td>\n",
              "      <td>5.690701</td>\n",
              "      <td>0.666148</td>\n",
              "      <td>3.570454</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.054261</td>\n",
              "      <td>2.185488</td>\n",
              "      <td>2.965595</td>\n",
              "      <td>1.298395</td>\n",
              "      <td>5.948757</td>\n",
              "      <td>80.069595</td>\n",
              "      <td>2.10015</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>96.069931</td>\n",
              "      <td>151.479874</td>\n",
              "      <td>1.496212</td>\n",
              "      <td>0.851467</td>\n",
              "      <td>1.596096</td>\n",
              "      <td>4.7768</td>\n",
              "      <td>3.034165</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.763134</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.280357</td>\n",
              "      <td>3.940676</td>\n",
              "      <td>1.240454</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.430136</td>\n",
              "      <td>2.354561</td>\n",
              "      <td>3.670483</td>\n",
              "      <td>10.882262</td>\n",
              "      <td>91.008614</td>\n",
              "      <td>2.634448</td>\n",
              "      <td>0.730885</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>31611.0</td>\n",
              "      <td>0.607936</td>\n",
              "      <td>0.301852</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.610085</td>\n",
              "      <td>0.717534</td>\n",
              "      <td>0.97864</td>\n",
              "      <td>0.442021</td>\n",
              "      <td>1.243063</td>\n",
              "      <td>0.463134</td>\n",
              "      <td>1.090899</td>\n",
              "      <td>0.524793</td>\n",
              "      <td>0.503611</td>\n",
              "      <td>0.423122</td>\n",
              "      <td>1.067452</td>\n",
              "      <td>0.600171</td>\n",
              "      <td>0.466114</td>\n",
              "      <td>0.682627</td>\n",
              "      <td>1.051229</td>\n",
              "      <td>0.558715</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.332038</td>\n",
              "      <td>0.471633</td>\n",
              "      <td>1.501319</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.825132</td>\n",
              "      <td>0.214541</td>\n",
              "      <td>0.858922</td>\n",
              "      <td>0.577207</td>\n",
              "      <td>0.702399</td>\n",
              "      <td>0.250464</td>\n",
              "      <td>0.391759</td>\n",
              "      <td>0.354075</td>\n",
              "      <td>0.89492</td>\n",
              "      <td>0.330399</td>\n",
              "      <td>0.677919</td>\n",
              "      <td>0.576939</td>\n",
              "      <td>1.145064</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.065439</td>\n",
              "      <td>...</td>\n",
              "      <td>0.915565</td>\n",
              "      <td>0.650078</td>\n",
              "      <td>0.721995</td>\n",
              "      <td>0.441489</td>\n",
              "      <td>0.009874</td>\n",
              "      <td>0.699706</td>\n",
              "      <td>0.019881</td>\n",
              "      <td>16.60804</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.017993</td>\n",
              "      <td>1.720227</td>\n",
              "      <td>1.049121</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.650736</td>\n",
              "      <td>1.881262</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.67222</td>\n",
              "      <td>0.768989</td>\n",
              "      <td>0.868679</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>2.061543</td>\n",
              "      <td>0.853605</td>\n",
              "      <td>0.562801</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.621897</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.347087</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.376975</td>\n",
              "      <td>1.541584</td>\n",
              "      <td>1.209111</td>\n",
              "      <td>1.063486</td>\n",
              "      <td>0.654986</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.043616</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>31613.0</td>\n",
              "      <td>1.001045</td>\n",
              "      <td>0.670317</td>\n",
              "      <td>0.461696</td>\n",
              "      <td>0.687624</td>\n",
              "      <td>0.751478</td>\n",
              "      <td>0.913545</td>\n",
              "      <td>0.572898</td>\n",
              "      <td>0.999274</td>\n",
              "      <td>0.694549</td>\n",
              "      <td>1.076823</td>\n",
              "      <td>0.683839</td>\n",
              "      <td>0.900171</td>\n",
              "      <td>0.912957</td>\n",
              "      <td>1.125685</td>\n",
              "      <td>0.668855</td>\n",
              "      <td>0.486878</td>\n",
              "      <td>0.94257</td>\n",
              "      <td>0.81591</td>\n",
              "      <td>0.52367</td>\n",
              "      <td>1.109782</td>\n",
              "      <td>0.639263</td>\n",
              "      <td>0.562767</td>\n",
              "      <td>3.795739</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>2.001559</td>\n",
              "      <td>1.001916</td>\n",
              "      <td>0.574977</td>\n",
              "      <td>0.570754</td>\n",
              "      <td>0.404763</td>\n",
              "      <td>0.853179</td>\n",
              "      <td>0.481896</td>\n",
              "      <td>1.649579</td>\n",
              "      <td>3.164873</td>\n",
              "      <td>1.016927</td>\n",
              "      <td>0.447137</td>\n",
              "      <td>0.958489</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.816382</td>\n",
              "      <td>...</td>\n",
              "      <td>0.605047</td>\n",
              "      <td>0.666814</td>\n",
              "      <td>0.694418</td>\n",
              "      <td>0.582057</td>\n",
              "      <td>0.993391</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.487444</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.278198</td>\n",
              "      <td>1.154234</td>\n",
              "      <td>1.372616</td>\n",
              "      <td>0.995937</td>\n",
              "      <td>1.103173</td>\n",
              "      <td>0.989832</td>\n",
              "      <td>0.835267</td>\n",
              "      <td>1.147756</td>\n",
              "      <td>1.938883</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.815245</td>\n",
              "      <td>1.375695</td>\n",
              "      <td>0.771669</td>\n",
              "      <td>1.101728</td>\n",
              "      <td>0.657574</td>\n",
              "      <td>0.469946</td>\n",
              "      <td>0.925249</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.614208</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.422497</td>\n",
              "      <td>4.312828</td>\n",
              "      <td>0.786431</td>\n",
              "      <td>0.579645</td>\n",
              "      <td>1.181024</td>\n",
              "      <td>0.769272</td>\n",
              "      <td>0.510434</td>\n",
              "      <td>0.366426</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.343689</td>\n",
              "      <td>0.859851</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>31615.0</td>\n",
              "      <td>1.436214</td>\n",
              "      <td>1.29345</td>\n",
              "      <td>0.823486</td>\n",
              "      <td>0.916656</td>\n",
              "      <td>0.972742</td>\n",
              "      <td>1.214837</td>\n",
              "      <td>0.889656</td>\n",
              "      <td>1.343307</td>\n",
              "      <td>0.868295</td>\n",
              "      <td>0.999664</td>\n",
              "      <td>0.846497</td>\n",
              "      <td>0.875167</td>\n",
              "      <td>1.010358</td>\n",
              "      <td>1.149901</td>\n",
              "      <td>0.66746</td>\n",
              "      <td>0.740351</td>\n",
              "      <td>0.929209</td>\n",
              "      <td>0.841124</td>\n",
              "      <td>1.012809</td>\n",
              "      <td>0.867748</td>\n",
              "      <td>0.629675</td>\n",
              "      <td>1</td>\n",
              "      <td>2.593015</td>\n",
              "      <td>0.688028</td>\n",
              "      <td>0.573136</td>\n",
              "      <td>1.09477</td>\n",
              "      <td>0.92209</td>\n",
              "      <td>0.777866</td>\n",
              "      <td>0.762227</td>\n",
              "      <td>0.48451</td>\n",
              "      <td>0.799095</td>\n",
              "      <td>0.691447</td>\n",
              "      <td>2.690046</td>\n",
              "      <td>3.594311</td>\n",
              "      <td>1.961506</td>\n",
              "      <td>0.462657</td>\n",
              "      <td>0.627914</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.561201</td>\n",
              "      <td>...</td>\n",
              "      <td>0.749856</td>\n",
              "      <td>0.698211</td>\n",
              "      <td>0.782546</td>\n",
              "      <td>0.461388</td>\n",
              "      <td>1.231967</td>\n",
              "      <td>0.851368</td>\n",
              "      <td>0.617605</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1</td>\n",
              "      <td>0.97161</td>\n",
              "      <td>0.331187</td>\n",
              "      <td>1.142229</td>\n",
              "      <td>0.503559</td>\n",
              "      <td>0.734885</td>\n",
              "      <td>0.723039</td>\n",
              "      <td>0.69146</td>\n",
              "      <td>1.24891</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.002643</td>\n",
              "      <td>1.162742</td>\n",
              "      <td>1.631014</td>\n",
              "      <td>1.156199</td>\n",
              "      <td>1.14157</td>\n",
              "      <td>0.729078</td>\n",
              "      <td>1.173713</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.737583</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.491844</td>\n",
              "      <td>1.186651</td>\n",
              "      <td>0.891566</td>\n",
              "      <td>0.389748</td>\n",
              "      <td>1.365594</td>\n",
              "      <td>1.00019</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.682613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.852058</td>\n",
              "      <td>1.347943</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>31617.0</td>\n",
              "      <td>1.200479</td>\n",
              "      <td>0.985154</td>\n",
              "      <td>0.845767</td>\n",
              "      <td>0.886515</td>\n",
              "      <td>0.916214</td>\n",
              "      <td>1.116777</td>\n",
              "      <td>0.578414</td>\n",
              "      <td>1.344723</td>\n",
              "      <td>0.963776</td>\n",
              "      <td>1.000336</td>\n",
              "      <td>0.682388</td>\n",
              "      <td>0.777782</td>\n",
              "      <td>0.703438</td>\n",
              "      <td>1.0503</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>0.693435</td>\n",
              "      <td>0.95782</td>\n",
              "      <td>0.931264</td>\n",
              "      <td>0.729153</td>\n",
              "      <td>0.557898</td>\n",
              "      <td>0.589997</td>\n",
              "      <td>0.738512</td>\n",
              "      <td>1.800476</td>\n",
              "      <td>0.606845</td>\n",
              "      <td>0.609893</td>\n",
              "      <td>1.83144</td>\n",
              "      <td>0.926514</td>\n",
              "      <td>0.920744</td>\n",
              "      <td>0.912581</td>\n",
              "      <td>0.549362</td>\n",
              "      <td>1.314937</td>\n",
              "      <td>0.984977</td>\n",
              "      <td>0.998339</td>\n",
              "      <td>2.499052</td>\n",
              "      <td>0.939737</td>\n",
              "      <td>0.429215</td>\n",
              "      <td>0.832481</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.724936</td>\n",
              "      <td>...</td>\n",
              "      <td>0.688098</td>\n",
              "      <td>0.854139</td>\n",
              "      <td>0.978459</td>\n",
              "      <td>0.892712</td>\n",
              "      <td>0.010214</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.012778</td>\n",
              "      <td>4.29416</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.315634</td>\n",
              "      <td>0.191161</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.189772</td>\n",
              "      <td>0.700438</td>\n",
              "      <td>1.342545</td>\n",
              "      <td>1.324509</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.462438</td>\n",
              "      <td>2.070176</td>\n",
              "      <td>0.981026</td>\n",
              "      <td>0.533303</td>\n",
              "      <td>0.740643</td>\n",
              "      <td>0.832746</td>\n",
              "      <td>0.897387</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.671949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.554955</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.22931</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.254736</td>\n",
              "      <td>0.99981</td>\n",
              "      <td>0.66458</td>\n",
              "      <td>0.714016</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.67927</td>\n",
              "      <td>1.437173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>31619.0</td>\n",
              "      <td>1.744886</td>\n",
              "      <td>2.167174</td>\n",
              "      <td>1.467264</td>\n",
              "      <td>1.170472</td>\n",
              "      <td>1.119073</td>\n",
              "      <td>1.803916</td>\n",
              "      <td>1.707219</td>\n",
              "      <td>1.265658</td>\n",
              "      <td>1.368195</td>\n",
              "      <td>1.105838</td>\n",
              "      <td>1.213448</td>\n",
              "      <td>1.310002</td>\n",
              "      <td>1.517634</td>\n",
              "      <td>1.020429</td>\n",
              "      <td>1.360181</td>\n",
              "      <td>1.534794</td>\n",
              "      <td>1.438374</td>\n",
              "      <td>0.972609</td>\n",
              "      <td>0.858793</td>\n",
              "      <td>1.013168</td>\n",
              "      <td>1.375236</td>\n",
              "      <td>2.423937</td>\n",
              "      <td>1.076589</td>\n",
              "      <td>1.497592</td>\n",
              "      <td>1.34165</td>\n",
              "      <td>1.786143</td>\n",
              "      <td>1.122938</td>\n",
              "      <td>1.44117</td>\n",
              "      <td>2.056013</td>\n",
              "      <td>1.369059</td>\n",
              "      <td>1.577999</td>\n",
              "      <td>1.122663</td>\n",
              "      <td>0.421096</td>\n",
              "      <td>2.555446</td>\n",
              "      <td>0.983073</td>\n",
              "      <td>0.796355</td>\n",
              "      <td>0.838327</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.88609</td>\n",
              "      <td>...</td>\n",
              "      <td>1.252586</td>\n",
              "      <td>0.99872</td>\n",
              "      <td>1.14083</td>\n",
              "      <td>1.757916</td>\n",
              "      <td>1.725644</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.127031</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.413828</td>\n",
              "      <td>1.378707</td>\n",
              "      <td>0.995603</td>\n",
              "      <td>1.07763</td>\n",
              "      <td>0.631085</td>\n",
              "      <td>0.459061</td>\n",
              "      <td>0.644999</td>\n",
              "      <td>0.650112</td>\n",
              "      <td>0.499681</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.492872</td>\n",
              "      <td>6.122815</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.678694</td>\n",
              "      <td>0.826089</td>\n",
              "      <td>1.150476</td>\n",
              "      <td>1.234048</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.359287</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.192152</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.323319</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.00811</td>\n",
              "      <td>0.993128</td>\n",
              "      <td>1.327446</td>\n",
              "      <td>1</td>\n",
              "      <td>0.908844</td>\n",
              "      <td>0.386071</td>\n",
              "      <td>2.099567</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>31621.0</td>\n",
              "      <td>1.129634</td>\n",
              "      <td>1.453563</td>\n",
              "      <td>0.694237</td>\n",
              "      <td>0.863372</td>\n",
              "      <td>0.919647</td>\n",
              "      <td>1.306207</td>\n",
              "      <td>0.905393</td>\n",
              "      <td>0.685558</td>\n",
              "      <td>0.834137</td>\n",
              "      <td>0.622885</td>\n",
              "      <td>0.688114</td>\n",
              "      <td>1.260617</td>\n",
              "      <td>0.90963</td>\n",
              "      <td>0.667545</td>\n",
              "      <td>0.783658</td>\n",
              "      <td>0.811918</td>\n",
              "      <td>1.056366</td>\n",
              "      <td>0.853196</td>\n",
              "      <td>0.496488</td>\n",
              "      <td>0.405663</td>\n",
              "      <td>0.993476</td>\n",
              "      <td>2.117134</td>\n",
              "      <td>0.556442</td>\n",
              "      <td>0.914239</td>\n",
              "      <td>0.859355</td>\n",
              "      <td>0.917425</td>\n",
              "      <td>0.688007</td>\n",
              "      <td>0.944126</td>\n",
              "      <td>1.036742</td>\n",
              "      <td>0.734309</td>\n",
              "      <td>1.871473</td>\n",
              "      <td>0.699572</td>\n",
              "      <td>0.561985</td>\n",
              "      <td>2.997504</td>\n",
              "      <td>0.689432</td>\n",
              "      <td>0.361351</td>\n",
              "      <td>0.450645</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.529007</td>\n",
              "      <td>...</td>\n",
              "      <td>0.66813</td>\n",
              "      <td>0.683661</td>\n",
              "      <td>0.767574</td>\n",
              "      <td>0.931736</td>\n",
              "      <td>0.441403</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.464735</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.092913</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>4.025558</td>\n",
              "      <td>0.450195</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.358691</td>\n",
              "      <td>1.372984</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.095201</td>\n",
              "      <td>2.07661</td>\n",
              "      <td>0.855422</td>\n",
              "      <td>0.672447</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.419901</td>\n",
              "      <td>0.935549</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.555337</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.475236</td>\n",
              "      <td>0.682886</td>\n",
              "      <td>0.985239</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.878234</td>\n",
              "      <td>0.820693</td>\n",
              "      <td>0.550027</td>\n",
              "      <td>0.512425</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.464993</td>\n",
              "      <td>0.853675</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>31663.0</td>\n",
              "      <td>0.649654</td>\n",
              "      <td>0.859758</td>\n",
              "      <td>0.578388</td>\n",
              "      <td>1.18944</td>\n",
              "      <td>1.34405</td>\n",
              "      <td>0.790778</td>\n",
              "      <td>2.262043</td>\n",
              "      <td>0.478687</td>\n",
              "      <td>0.858061</td>\n",
              "      <td>0.760104</td>\n",
              "      <td>1.395978</td>\n",
              "      <td>1.324864</td>\n",
              "      <td>0.690768</td>\n",
              "      <td>0.746823</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>2.01773</td>\n",
              "      <td>1.403562</td>\n",
              "      <td>1.128273</td>\n",
              "      <td>2.289125</td>\n",
              "      <td>0.429417</td>\n",
              "      <td>1.381253</td>\n",
              "      <td>2.489866</td>\n",
              "      <td>0.345342</td>\n",
              "      <td>5.608512</td>\n",
              "      <td>1.185392</td>\n",
              "      <td>0.236742</td>\n",
              "      <td>0.964846</td>\n",
              "      <td>7.939462</td>\n",
              "      <td>1.868109</td>\n",
              "      <td>1.190248</td>\n",
              "      <td>0.404092</td>\n",
              "      <td>1.558917</td>\n",
              "      <td>0.527051</td>\n",
              "      <td>0.411414</td>\n",
              "      <td>9.651102</td>\n",
              "      <td>0.945817</td>\n",
              "      <td>1.09399</td>\n",
              "      <td>1.007818</td>\n",
              "      <td>0.774953</td>\n",
              "      <td>...</td>\n",
              "      <td>1.429406</td>\n",
              "      <td>0.833514</td>\n",
              "      <td>0.803478</td>\n",
              "      <td>1.344807</td>\n",
              "      <td>0.068374</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.329552</td>\n",
              "      <td>1</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.984901</td>\n",
              "      <td>0.257989</td>\n",
              "      <td>0.693483</td>\n",
              "      <td>0.860503</td>\n",
              "      <td>0.954447</td>\n",
              "      <td>1.934512</td>\n",
              "      <td>1.021927</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.935736</td>\n",
              "      <td>3.00109</td>\n",
              "      <td>9.222006</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.49913</td>\n",
              "      <td>1.14773</td>\n",
              "      <td>1.269415</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.630349</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.929966</td>\n",
              "      <td>1.584879</td>\n",
              "      <td>0.568143</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.62905</td>\n",
              "      <td>1.366675</td>\n",
              "      <td>2.425308</td>\n",
              "      <td>1.097115</td>\n",
              "      <td>1.102738</td>\n",
              "      <td>1.169712</td>\n",
              "      <td>2.64878</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>31665.0</td>\n",
              "      <td>1.173605</td>\n",
              "      <td>1.337823</td>\n",
              "      <td>1.008263</td>\n",
              "      <td>1.70966</td>\n",
              "      <td>1.089383</td>\n",
              "      <td>1.200191</td>\n",
              "      <td>1.270907</td>\n",
              "      <td>0.895281</td>\n",
              "      <td>1.314709</td>\n",
              "      <td>0.847116</td>\n",
              "      <td>0.970366</td>\n",
              "      <td>0.458303</td>\n",
              "      <td>0.369107</td>\n",
              "      <td>1.046959</td>\n",
              "      <td>1.730726</td>\n",
              "      <td>1.131206</td>\n",
              "      <td>0.507089</td>\n",
              "      <td>0.880521</td>\n",
              "      <td>0.91283</td>\n",
              "      <td>0.297162</td>\n",
              "      <td>0.925972</td>\n",
              "      <td>0.804004</td>\n",
              "      <td>0.551922</td>\n",
              "      <td>1.108009</td>\n",
              "      <td>0.92444</td>\n",
              "      <td>0.326386</td>\n",
              "      <td>1.052008</td>\n",
              "      <td>0.932437</td>\n",
              "      <td>0.660227</td>\n",
              "      <td>1.424906</td>\n",
              "      <td>0.920238</td>\n",
              "      <td>1.493515</td>\n",
              "      <td>0.890841</td>\n",
              "      <td>3.235142</td>\n",
              "      <td>1.151055</td>\n",
              "      <td>1.036977</td>\n",
              "      <td>1.191443</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.490807</td>\n",
              "      <td>...</td>\n",
              "      <td>0.946721</td>\n",
              "      <td>1.172234</td>\n",
              "      <td>1.214818</td>\n",
              "      <td>1.005314</td>\n",
              "      <td>1.309818</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.599192</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.669224</td>\n",
              "      <td>0.868253</td>\n",
              "      <td>0.271017</td>\n",
              "      <td>0.750656</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1</td>\n",
              "      <td>1.43358</td>\n",
              "      <td>0.557261</td>\n",
              "      <td>0.907192</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.971397</td>\n",
              "      <td>0.870872</td>\n",
              "      <td>0.798856</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.248793</td>\n",
              "      <td>0.737103</td>\n",
              "      <td>1.469712</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797209</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.583978</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.181882</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.794211</td>\n",
              "      <td>0.980537</td>\n",
              "      <td>1.022366</td>\n",
              "      <td>1.504763</td>\n",
              "      <td>0.533906</td>\n",
              "      <td>0.630187</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>31667.0</td>\n",
              "      <td>1.176443</td>\n",
              "      <td>1.280832</td>\n",
              "      <td>1.012433</td>\n",
              "      <td>0.993705</td>\n",
              "      <td>1.027258</td>\n",
              "      <td>1.121342</td>\n",
              "      <td>1.199083</td>\n",
              "      <td>1.000726</td>\n",
              "      <td>1.057201</td>\n",
              "      <td>0.892185</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>1.056183</td>\n",
              "      <td>1.205519</td>\n",
              "      <td>0.954338</td>\n",
              "      <td>0.861938</td>\n",
              "      <td>1.15192</td>\n",
              "      <td>0.810846</td>\n",
              "      <td>0.801423</td>\n",
              "      <td>0.994666</td>\n",
              "      <td>0.751215</td>\n",
              "      <td>1.017659</td>\n",
              "      <td>1.126791</td>\n",
              "      <td>1.650794</td>\n",
              "      <td>1.220373</td>\n",
              "      <td>1</td>\n",
              "      <td>1.088433</td>\n",
              "      <td>0.822774</td>\n",
              "      <td>1.022121</td>\n",
              "      <td>0.952355</td>\n",
              "      <td>1.060299</td>\n",
              "      <td>1.366776</td>\n",
              "      <td>1.529175</td>\n",
              "      <td>2.037821</td>\n",
              "      <td>0.233995</td>\n",
              "      <td>0.789786</td>\n",
              "      <td>1.038825</td>\n",
              "      <td>1.253809</td>\n",
              "      <td>0.615637</td>\n",
              "      <td>1.412148</td>\n",
              "      <td>...</td>\n",
              "      <td>0.879911</td>\n",
              "      <td>1.014263</td>\n",
              "      <td>0.941857</td>\n",
              "      <td>1.543674</td>\n",
              "      <td>0.450792</td>\n",
              "      <td>1.370969</td>\n",
              "      <td>1.118656</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.889719</td>\n",
              "      <td>0.70562</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>0.957023</td>\n",
              "      <td>1.262198</td>\n",
              "      <td>0.978073</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.774655</td>\n",
              "      <td>0.426885</td>\n",
              "      <td>1.511636</td>\n",
              "      <td>1.052527</td>\n",
              "      <td>0.993529</td>\n",
              "      <td>0.83174</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.048444</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.154653</td>\n",
              "      <td>0.617185</td>\n",
              "      <td>0.827282</td>\n",
              "      <td>0.901543</td>\n",
              "      <td>1.01509</td>\n",
              "      <td>1.5855</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.956384</td>\n",
              "      <td>1.246561</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>31669.0</td>\n",
              "      <td>1.477157</td>\n",
              "      <td>1.515333</td>\n",
              "      <td>1.00478</td>\n",
              "      <td>0.817453</td>\n",
              "      <td>0.936768</td>\n",
              "      <td>1.16161</td>\n",
              "      <td>1.000746</td>\n",
              "      <td>1.49686</td>\n",
              "      <td>1.430965</td>\n",
              "      <td>1.35015</td>\n",
              "      <td>0.907156</td>\n",
              "      <td>0.943817</td>\n",
              "      <td>0.810352</td>\n",
              "      <td>1.302476</td>\n",
              "      <td>1.347132</td>\n",
              "      <td>0.605414</td>\n",
              "      <td>0.883887</td>\n",
              "      <td>0.752734</td>\n",
              "      <td>0.691836</td>\n",
              "      <td>0.892282</td>\n",
              "      <td>0.796908</td>\n",
              "      <td>0.55077</td>\n",
              "      <td>0.642354</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.935985</td>\n",
              "      <td>1.260669</td>\n",
              "      <td>1.036158</td>\n",
              "      <td>0.977879</td>\n",
              "      <td>0.694063</td>\n",
              "      <td>1.052615</td>\n",
              "      <td>1.202874</td>\n",
              "      <td>1.003582</td>\n",
              "      <td>2.145542</td>\n",
              "      <td>2.153648</td>\n",
              "      <td>0.83078</td>\n",
              "      <td>0.636392</td>\n",
              "      <td>1.369612</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.535214</td>\n",
              "      <td>...</td>\n",
              "      <td>0.841839</td>\n",
              "      <td>1.00128</td>\n",
              "      <td>1.086354</td>\n",
              "      <td>0.785502</td>\n",
              "      <td>1.360987</td>\n",
              "      <td>0.88222</td>\n",
              "      <td>2.269404</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.972341</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.899221</td>\n",
              "      <td>1.095808</td>\n",
              "      <td>0.903442</td>\n",
              "      <td>1.086209</td>\n",
              "      <td>1.1975</td>\n",
              "      <td>1.095988</td>\n",
              "      <td>0.773055</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.292991</td>\n",
              "      <td>0.352058</td>\n",
              "      <td>0.952393</td>\n",
              "      <td>0.947473</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>1.141822</td>\n",
              "      <td>0.63772</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.723136</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.905048</td>\n",
              "      <td>1.173341</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.222085</td>\n",
              "      <td>0.974221</td>\n",
              "      <td>0.718797</td>\n",
              "      <td>0.926742</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>3.606056</td>\n",
              "      <td>0.924637</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>31671.0</td>\n",
              "      <td>1.033765</td>\n",
              "      <td>1.410074</td>\n",
              "      <td>1.008718</td>\n",
              "      <td>1.006295</td>\n",
              "      <td>1.168826</td>\n",
              "      <td>1.176176</td>\n",
              "      <td>1.322374</td>\n",
              "      <td>2.084526</td>\n",
              "      <td>2.364552</td>\n",
              "      <td>0.832645</td>\n",
              "      <td>1.125088</td>\n",
              "      <td>1.18962</td>\n",
              "      <td>1.189953</td>\n",
              "      <td>0.982366</td>\n",
              "      <td>1.303603</td>\n",
              "      <td>0.8719</td>\n",
              "      <td>0.879147</td>\n",
              "      <td>1.161537</td>\n",
              "      <td>0.732368</td>\n",
              "      <td>1.13539</td>\n",
              "      <td>1.087605</td>\n",
              "      <td>0.765492</td>\n",
              "      <td>0.68368</td>\n",
              "      <td>1.001556</td>\n",
              "      <td>1.154463</td>\n",
              "      <td>0.327095</td>\n",
              "      <td>1.030191</td>\n",
              "      <td>0.971882</td>\n",
              "      <td>0.805771</td>\n",
              "      <td>1.221451</td>\n",
              "      <td>1.05763</td>\n",
              "      <td>0.996418</td>\n",
              "      <td>0.628681</td>\n",
              "      <td>1.145121</td>\n",
              "      <td>2.332344</td>\n",
              "      <td>1.045981</td>\n",
              "      <td>1.820993</td>\n",
              "      <td>0.716042</td>\n",
              "      <td>1.571104</td>\n",
              "      <td>...</td>\n",
              "      <td>0.81929</td>\n",
              "      <td>1.493846</td>\n",
              "      <td>1.613441</td>\n",
              "      <td>1.988735</td>\n",
              "      <td>0.950736</td>\n",
              "      <td>0.607286</td>\n",
              "      <td>1.746481</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.753372</td>\n",
              "      <td>0.915027</td>\n",
              "      <td>1.324582</td>\n",
              "      <td>1.223611</td>\n",
              "      <td>2.114149</td>\n",
              "      <td>2.322455</td>\n",
              "      <td>0.750928</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.497258</td>\n",
              "      <td>0.486587</td>\n",
              "      <td>0.75043</td>\n",
              "      <td>1.223126</td>\n",
              "      <td>0.935957</td>\n",
              "      <td>0.793998</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.338151</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.075236</td>\n",
              "      <td>0.937293</td>\n",
              "      <td>1.741017</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.057297</td>\n",
              "      <td>0.970629</td>\n",
              "      <td>0.878577</td>\n",
              "      <td>1.84338</td>\n",
              "      <td>1.360568</td>\n",
              "      <td>1.578952</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>31673.0</td>\n",
              "      <td>0.998955</td>\n",
              "      <td>1.245138</td>\n",
              "      <td>1.666029</td>\n",
              "      <td>1.77043</td>\n",
              "      <td>1.041285</td>\n",
              "      <td>1.009646</td>\n",
              "      <td>1.046945</td>\n",
              "      <td>1.009034</td>\n",
              "      <td>0.864138</td>\n",
              "      <td>0.961596</td>\n",
              "      <td>1.161545</td>\n",
              "      <td>0.483112</td>\n",
              "      <td>1.310985</td>\n",
              "      <td>0.994481</td>\n",
              "      <td>0.919011</td>\n",
              "      <td>1.240488</td>\n",
              "      <td>0.733828</td>\n",
              "      <td>1.300055</td>\n",
              "      <td>1.175017</td>\n",
              "      <td>0.998602</td>\n",
              "      <td>0.993952</td>\n",
              "      <td>0.769082</td>\n",
              "      <td>2.314845</td>\n",
              "      <td>0.469751</td>\n",
              "      <td>1.371769</td>\n",
              "      <td>0.430697</td>\n",
              "      <td>0.930512</td>\n",
              "      <td>1.363608</td>\n",
              "      <td>1.169351</td>\n",
              "      <td>0.941743</td>\n",
              "      <td>0.94237</td>\n",
              "      <td>1.151763</td>\n",
              "      <td>1.001661</td>\n",
              "      <td>2.707046</td>\n",
              "      <td>0.852652</td>\n",
              "      <td>1.73131</td>\n",
              "      <td>0.798582</td>\n",
              "      <td>0.992182</td>\n",
              "      <td>0.711116</td>\n",
              "      <td>...</td>\n",
              "      <td>1.206131</td>\n",
              "      <td>0.892226</td>\n",
              "      <td>0.896942</td>\n",
              "      <td>1.056443</td>\n",
              "      <td>2.311154</td>\n",
              "      <td>0.575969</td>\n",
              "      <td>3.182494</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.168463</td>\n",
              "      <td>1</td>\n",
              "      <td>0.499442</td>\n",
              "      <td>1.122036</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.374115</td>\n",
              "      <td>2.008913</td>\n",
              "      <td>0.815083</td>\n",
              "      <td>0.809832</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.40712</td>\n",
              "      <td>0.564316</td>\n",
              "      <td>1.372079</td>\n",
              "      <td>1.543889</td>\n",
              "      <td>0.926315</td>\n",
              "      <td>1.856346</td>\n",
              "      <td>1.159214</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.972937</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.984817</td>\n",
              "      <td>1</td>\n",
              "      <td>0.990214</td>\n",
              "      <td>1</td>\n",
              "      <td>1.329055</td>\n",
              "      <td>0.979914</td>\n",
              "      <td>1.013123</td>\n",
              "      <td>3.288949</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.70781</td>\n",
              "      <td>0.991363</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>31675.0</td>\n",
              "      <td>0.936832</td>\n",
              "      <td>0.954382</td>\n",
              "      <td>1.730699</td>\n",
              "      <td>1.609744</td>\n",
              "      <td>0.918458</td>\n",
              "      <td>0.83833</td>\n",
              "      <td>0.958175</td>\n",
              "      <td>0.97484</td>\n",
              "      <td>1.30274</td>\n",
              "      <td>1.0081</td>\n",
              "      <td>1.071778</td>\n",
              "      <td>0.5842</td>\n",
              "      <td>1.659558</td>\n",
              "      <td>1.03583</td>\n",
              "      <td>1.288311</td>\n",
              "      <td>1.329015</td>\n",
              "      <td>0.827042</td>\n",
              "      <td>0.751159</td>\n",
              "      <td>1.500808</td>\n",
              "      <td>1.438343</td>\n",
              "      <td>1.035005</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.848875</td>\n",
              "      <td>1</td>\n",
              "      <td>1.303395</td>\n",
              "      <td>2.676167</td>\n",
              "      <td>1.061669</td>\n",
              "      <td>1.155227</td>\n",
              "      <td>1.464764</td>\n",
              "      <td>1.236421</td>\n",
              "      <td>1.148633</td>\n",
              "      <td>1.416156</td>\n",
              "      <td>0.822718</td>\n",
              "      <td>1.110929</td>\n",
              "      <td>1.053706</td>\n",
              "      <td>1.472752</td>\n",
              "      <td>0.518619</td>\n",
              "      <td>0.913432</td>\n",
              "      <td>0.417373</td>\n",
              "      <td>...</td>\n",
              "      <td>1.244321</td>\n",
              "      <td>0.625559</td>\n",
              "      <td>0.75409</td>\n",
              "      <td>0.748727</td>\n",
              "      <td>1.619288</td>\n",
              "      <td>1.303411</td>\n",
              "      <td>3.679771</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.451626</td>\n",
              "      <td>0.640395</td>\n",
              "      <td>5.099238</td>\n",
              "      <td>1.331513</td>\n",
              "      <td>0.91898</td>\n",
              "      <td>1.023865</td>\n",
              "      <td>1.721043</td>\n",
              "      <td>2.307263</td>\n",
              "      <td>1.600263</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.579214</td>\n",
              "      <td>0.349</td>\n",
              "      <td>1.851077</td>\n",
              "      <td>1.590418</td>\n",
              "      <td>1.126912</td>\n",
              "      <td>1.549157</td>\n",
              "      <td>0.722288</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.919197</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.42696</td>\n",
              "      <td>0.548558</td>\n",
              "      <td>0.800154</td>\n",
              "      <td>2.822969</td>\n",
              "      <td>0.800657</td>\n",
              "      <td>1.004661</td>\n",
              "      <td>1.735245</td>\n",
              "      <td>2.510397</td>\n",
              "      <td>1</td>\n",
              "      <td>0.741792</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>31677.0</td>\n",
              "      <td>0.973135</td>\n",
              "      <td>1.014846</td>\n",
              "      <td>1.131877</td>\n",
              "      <td>1.315339</td>\n",
              "      <td>0.916073</td>\n",
              "      <td>1.048994</td>\n",
              "      <td>0.999254</td>\n",
              "      <td>1.077945</td>\n",
              "      <td>1.036224</td>\n",
              "      <td>1.325095</td>\n",
              "      <td>1.215804</td>\n",
              "      <td>0.737041</td>\n",
              "      <td>1.630367</td>\n",
              "      <td>1.118146</td>\n",
              "      <td>0.953074</td>\n",
              "      <td>0.832701</td>\n",
              "      <td>1.029462</td>\n",
              "      <td>0.848124</td>\n",
              "      <td>1.017725</td>\n",
              "      <td>1.344724</td>\n",
              "      <td>0.87678</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.923411</td>\n",
              "      <td>0.389095</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>1.542639</td>\n",
              "      <td>1.072866</td>\n",
              "      <td>0.976067</td>\n",
              "      <td>0.807061</td>\n",
              "      <td>1.060159</td>\n",
              "      <td>1.527685</td>\n",
              "      <td>1.420371</td>\n",
              "      <td>1.960153</td>\n",
              "      <td>2.493416</td>\n",
              "      <td>2.218925</td>\n",
              "      <td>1.375862</td>\n",
              "      <td>1.266808</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.064757</td>\n",
              "      <td>...</td>\n",
              "      <td>1.022674</td>\n",
              "      <td>1.041361</td>\n",
              "      <td>1.004206</td>\n",
              "      <td>0.746167</td>\n",
              "      <td>2.281453</td>\n",
              "      <td>0.676084</td>\n",
              "      <td>3.192781</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.980762</td>\n",
              "      <td>0.759818</td>\n",
              "      <td>0.818494</td>\n",
              "      <td>1.449729</td>\n",
              "      <td>0.825682</td>\n",
              "      <td>1.199594</td>\n",
              "      <td>1.305104</td>\n",
              "      <td>1.021329</td>\n",
              "      <td>0.412848</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.270012</td>\n",
              "      <td>1.129128</td>\n",
              "      <td>1.442064</td>\n",
              "      <td>2.24359</td>\n",
              "      <td>1.261841</td>\n",
              "      <td>1.344998</td>\n",
              "      <td>1.035153</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.027063</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.152692</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.97787</td>\n",
              "      <td>1.530474</td>\n",
              "      <td>1.399125</td>\n",
              "      <td>0.819362</td>\n",
              "      <td>0.765243</td>\n",
              "      <td>2.342162</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.093509</td>\n",
              "      <td>0.959835</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>31679.0</td>\n",
              "      <td>0.994376</td>\n",
              "      <td>1.082432</td>\n",
              "      <td>0.623487</td>\n",
              "      <td>0.582838</td>\n",
              "      <td>0.832373</td>\n",
              "      <td>0.880104</td>\n",
              "      <td>0.577831</td>\n",
              "      <td>0.856637</td>\n",
              "      <td>0.607677</td>\n",
              "      <td>1.004322</td>\n",
              "      <td>0.603509</td>\n",
              "      <td>1.206013</td>\n",
              "      <td>0.825867</td>\n",
              "      <td>1.161294</td>\n",
              "      <td>0.753631</td>\n",
              "      <td>0.30678</td>\n",
              "      <td>0.970538</td>\n",
              "      <td>0.968958</td>\n",
              "      <td>0.486715</td>\n",
              "      <td>1.510717</td>\n",
              "      <td>0.830713</td>\n",
              "      <td>0.597928</td>\n",
              "      <td>2.397124</td>\n",
              "      <td>0.533709</td>\n",
              "      <td>1.123972</td>\n",
              "      <td>3.784248</td>\n",
              "      <td>1.085178</td>\n",
              "      <td>0.570706</td>\n",
              "      <td>0.484762</td>\n",
              "      <td>0.947385</td>\n",
              "      <td>0.60666</td>\n",
              "      <td>0.548808</td>\n",
              "      <td>1.323842</td>\n",
              "      <td>0.701042</td>\n",
              "      <td>2.695141</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>1.503932</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.254409</td>\n",
              "      <td>...</td>\n",
              "      <td>0.445198</td>\n",
              "      <td>1.116129</td>\n",
              "      <td>1.174203</td>\n",
              "      <td>0.701494</td>\n",
              "      <td>0.341876</td>\n",
              "      <td>2.816797</td>\n",
              "      <td>0.109902</td>\n",
              "      <td>0.636547</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.099757</td>\n",
              "      <td>0.850668</td>\n",
              "      <td>0.952828</td>\n",
              "      <td>1.080731</td>\n",
              "      <td>0.836421</td>\n",
              "      <td>4.982064</td>\n",
              "      <td>4.066973</td>\n",
              "      <td>1.975505</td>\n",
              "      <td>0.690096</td>\n",
              "      <td>0.397152</td>\n",
              "      <td>0.482893</td>\n",
              "      <td>1.910333</td>\n",
              "      <td>4.7625</td>\n",
              "      <td>0.689825</td>\n",
              "      <td>1.007347</td>\n",
              "      <td>1</td>\n",
              "      <td>1.972115</td>\n",
              "      <td>0.770356</td>\n",
              "      <td>11.793053</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>219.234573</td>\n",
              "      <td>1.588088</td>\n",
              "      <td>8.22909</td>\n",
              "      <td>0.983252</td>\n",
              "      <td>1.061479</td>\n",
              "      <td>0.387619</td>\n",
              "      <td>0.403674</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.90346</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>31681.0</td>\n",
              "      <td>0.987105</td>\n",
              "      <td>0.951211</td>\n",
              "      <td>1</td>\n",
              "      <td>1.113057</td>\n",
              "      <td>0.918301</td>\n",
              "      <td>0.979617</td>\n",
              "      <td>0.561837</td>\n",
              "      <td>0.905153</td>\n",
              "      <td>0.507396</td>\n",
              "      <td>0.756016</td>\n",
              "      <td>0.637654</td>\n",
              "      <td>0.325999</td>\n",
              "      <td>0.748262</td>\n",
              "      <td>0.919917</td>\n",
              "      <td>0.640495</td>\n",
              "      <td>0.825376</td>\n",
              "      <td>0.560755</td>\n",
              "      <td>1.068844</td>\n",
              "      <td>0.615648</td>\n",
              "      <td>0.449156</td>\n",
              "      <td>0.587313</td>\n",
              "      <td>0.477661</td>\n",
              "      <td>1.899685</td>\n",
              "      <td>0.709135</td>\n",
              "      <td>0.455575</td>\n",
              "      <td>0.262687</td>\n",
              "      <td>0.841067</td>\n",
              "      <td>0.664621</td>\n",
              "      <td>0.995972</td>\n",
              "      <td>0.336452</td>\n",
              "      <td>0.40901</td>\n",
              "      <td>0.429729</td>\n",
              "      <td>0.41531</td>\n",
              "      <td>0.510082</td>\n",
              "      <td>0.212168</td>\n",
              "      <td>0.910304</td>\n",
              "      <td>0.38382</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.409072</td>\n",
              "      <td>...</td>\n",
              "      <td>0.792844</td>\n",
              "      <td>0.511754</td>\n",
              "      <td>0.664074</td>\n",
              "      <td>0.297722</td>\n",
              "      <td>0.82277</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.026119</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.096168</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.717851</td>\n",
              "      <td>0.811063</td>\n",
              "      <td>0.681544</td>\n",
              "      <td>0.547086</td>\n",
              "      <td>0.667795</td>\n",
              "      <td>0.356732</td>\n",
              "      <td>1.110272</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.636537</td>\n",
              "      <td>0.409821</td>\n",
              "      <td>0.679033</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.154852</td>\n",
              "      <td>0.617068</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.679373</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.569743</td>\n",
              "      <td>0.390843</td>\n",
              "      <td>0.922787</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.882425</td>\n",
              "      <td>0.890851</td>\n",
              "      <td>0.658861</td>\n",
              "      <td>0.832549</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.657851</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>31683.0</td>\n",
              "      <td>1.198148</td>\n",
              "      <td>0.905179</td>\n",
              "      <td>0.679442</td>\n",
              "      <td>0.912933</td>\n",
              "      <td>1.037474</td>\n",
              "      <td>1.001122</td>\n",
              "      <td>0.988903</td>\n",
              "      <td>1.668542</td>\n",
              "      <td>1.493469</td>\n",
              "      <td>1.594656</td>\n",
              "      <td>1.304453</td>\n",
              "      <td>0.725361</td>\n",
              "      <td>1.631034</td>\n",
              "      <td>1.184411</td>\n",
              "      <td>1.309536</td>\n",
              "      <td>0.653214</td>\n",
              "      <td>0.806519</td>\n",
              "      <td>0.814456</td>\n",
              "      <td>0.797499</td>\n",
              "      <td>1.090433</td>\n",
              "      <td>0.925833</td>\n",
              "      <td>0.43742</td>\n",
              "      <td>1.796965</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>1.03907</td>\n",
              "      <td>1.082575</td>\n",
              "      <td>1.182396</td>\n",
              "      <td>0.666772</td>\n",
              "      <td>1.004028</td>\n",
              "      <td>1.143116</td>\n",
              "      <td>1.188627</td>\n",
              "      <td>0.873727</td>\n",
              "      <td>2.421493</td>\n",
              "      <td>0.367526</td>\n",
              "      <td>0.894927</td>\n",
              "      <td>1</td>\n",
              "      <td>3.64724</td>\n",
              "      <td>1.394609</td>\n",
              "      <td>2.788681</td>\n",
              "      <td>...</td>\n",
              "      <td>0.977326</td>\n",
              "      <td>1.184865</td>\n",
              "      <td>1.22324</td>\n",
              "      <td>1.558704</td>\n",
              "      <td>1.856593</td>\n",
              "      <td>1.353425</td>\n",
              "      <td>2.052982</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.666682</td>\n",
              "      <td>1.52253</td>\n",
              "      <td>0.500003</td>\n",
              "      <td>1.690199</td>\n",
              "      <td>1.410518</td>\n",
              "      <td>1.416767</td>\n",
              "      <td>1.831957</td>\n",
              "      <td>0.694988</td>\n",
              "      <td>0.884223</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.254873</td>\n",
              "      <td>0.734807</td>\n",
              "      <td>0.683746</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.042978</td>\n",
              "      <td>1.20741</td>\n",
              "      <td>0.411727</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.163042</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>1.385964</td>\n",
              "      <td>1.327785</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.177422</td>\n",
              "      <td>1.029049</td>\n",
              "      <td>0.912203</td>\n",
              "      <td>0.681972</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.826854</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>31685.0</td>\n",
              "      <td>1.095873</td>\n",
              "      <td>0.594371</td>\n",
              "      <td>0.661244</td>\n",
              "      <td>0.637268</td>\n",
              "      <td>0.843325</td>\n",
              "      <td>0.988598</td>\n",
              "      <td>0.918995</td>\n",
              "      <td>1.22502</td>\n",
              "      <td>1.665352</td>\n",
              "      <td>1.141219</td>\n",
              "      <td>1.305176</td>\n",
              "      <td>1.089602</td>\n",
              "      <td>2.769817</td>\n",
              "      <td>1.36957</td>\n",
              "      <td>1.905926</td>\n",
              "      <td>0.459632</td>\n",
              "      <td>1.286047</td>\n",
              "      <td>0.619519</td>\n",
              "      <td>0.884707</td>\n",
              "      <td>1.526313</td>\n",
              "      <td>1.112893</td>\n",
              "      <td>0.364051</td>\n",
              "      <td>2.141504</td>\n",
              "      <td>1.521418</td>\n",
              "      <td>0.797929</td>\n",
              "      <td>2.714377</td>\n",
              "      <td>1.234718</td>\n",
              "      <td>0.803444</td>\n",
              "      <td>0.569471</td>\n",
              "      <td>1.655069</td>\n",
              "      <td>1.736036</td>\n",
              "      <td>0.888071</td>\n",
              "      <td>2.908652</td>\n",
              "      <td>1.807001</td>\n",
              "      <td>0.476732</td>\n",
              "      <td>1.142894</td>\n",
              "      <td>0.646614</td>\n",
              "      <td>0.674438</td>\n",
              "      <td>0.435845</td>\n",
              "      <td>...</td>\n",
              "      <td>0.672912</td>\n",
              "      <td>1.514836</td>\n",
              "      <td>1.212154</td>\n",
              "      <td>1.170193</td>\n",
              "      <td>1.704578</td>\n",
              "      <td>1.463853</td>\n",
              "      <td>1.931168</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.150174</td>\n",
              "      <td>1.158512</td>\n",
              "      <td>1.040113</td>\n",
              "      <td>1.271958</td>\n",
              "      <td>1.047172</td>\n",
              "      <td>1.097282</td>\n",
              "      <td>1.589883</td>\n",
              "      <td>0.528797</td>\n",
              "      <td>0.913825</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.06181</td>\n",
              "      <td>2.326109</td>\n",
              "      <td>0.350354</td>\n",
              "      <td>1.532022</td>\n",
              "      <td>1.305806</td>\n",
              "      <td>1.044081</td>\n",
              "      <td>1.154047</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.713379</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.903157</td>\n",
              "      <td>0.651935</td>\n",
              "      <td>1.009786</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.008099</td>\n",
              "      <td>0.980407</td>\n",
              "      <td>0.789353</td>\n",
              "      <td>1.421908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.272391</td>\n",
              "      <td>0.844353</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>0.981184</td>\n",
              "      <td>1.063031</td>\n",
              "      <td>0.90563</td>\n",
              "      <td>0.809902</td>\n",
              "      <td>0.897319</td>\n",
              "      <td>0.934056</td>\n",
              "      <td>0.919195</td>\n",
              "      <td>1.241624</td>\n",
              "      <td>0.845375</td>\n",
              "      <td>1.088757</td>\n",
              "      <td>0.949682</td>\n",
              "      <td>0.479475</td>\n",
              "      <td>3.012362</td>\n",
              "      <td>1.015067</td>\n",
              "      <td>0.832624</td>\n",
              "      <td>0.884071</td>\n",
              "      <td>0.727371</td>\n",
              "      <td>1.242522</td>\n",
              "      <td>1.16093</td>\n",
              "      <td>0.567226</td>\n",
              "      <td>0.905537</td>\n",
              "      <td>0.565853</td>\n",
              "      <td>3.448094</td>\n",
              "      <td>0.645718</td>\n",
              "      <td>0.637664</td>\n",
              "      <td>0.345704</td>\n",
              "      <td>0.923872</td>\n",
              "      <td>1.156891</td>\n",
              "      <td>0.83194</td>\n",
              "      <td>0.879664</td>\n",
              "      <td>0.613805</td>\n",
              "      <td>0.686892</td>\n",
              "      <td>1.779509</td>\n",
              "      <td>0.5063</td>\n",
              "      <td>0.539408</td>\n",
              "      <td>1.227576</td>\n",
              "      <td>0.896246</td>\n",
              "      <td>1.010251</td>\n",
              "      <td>0.735137</td>\n",
              "      <td>...</td>\n",
              "      <td>1.098948</td>\n",
              "      <td>1.305852</td>\n",
              "      <td>1.227953</td>\n",
              "      <td>0.984836</td>\n",
              "      <td>2.072887</td>\n",
              "      <td>1.599556</td>\n",
              "      <td>2.238262</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.079653</td>\n",
              "      <td>0.682076</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.821819</td>\n",
              "      <td>0.829173</td>\n",
              "      <td>0.908318</td>\n",
              "      <td>1.856207</td>\n",
              "      <td>0.79546</td>\n",
              "      <td>2.934932</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.997357</td>\n",
              "      <td>0.425172</td>\n",
              "      <td>0.60612</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.164543</td>\n",
              "      <td>1.105386</td>\n",
              "      <td>0.542315</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.835652</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.08041</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.301049</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.503245</td>\n",
              "      <td>1.197763</td>\n",
              "      <td>0.986877</td>\n",
              "      <td>1.018908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>2.400353</td>\n",
              "      <td>0.91955</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>1.266452</td>\n",
              "      <td>0.916067</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.579968</td>\n",
              "      <td>0.87892</td>\n",
              "      <td>0.980845</td>\n",
              "      <td>0.7959</td>\n",
              "      <td>1.084713</td>\n",
              "      <td>1.260157</td>\n",
              "      <td>1.485987</td>\n",
              "      <td>0.83576</td>\n",
              "      <td>0.775685</td>\n",
              "      <td>1.767729</td>\n",
              "      <td>1.149198</td>\n",
              "      <td>1.046926</td>\n",
              "      <td>0.429835</td>\n",
              "      <td>0.898148</td>\n",
              "      <td>0.594004</td>\n",
              "      <td>0.84777</td>\n",
              "      <td>1.522377</td>\n",
              "      <td>1.029582</td>\n",
              "      <td>0.493227</td>\n",
              "      <td>1.930743</td>\n",
              "      <td>0.261824</td>\n",
              "      <td>0.783081</td>\n",
              "      <td>2.512407</td>\n",
              "      <td>0.980633</td>\n",
              "      <td>0.697477</td>\n",
              "      <td>0.66177</td>\n",
              "      <td>0.713837</td>\n",
              "      <td>1.06434</td>\n",
              "      <td>0.719592</td>\n",
              "      <td>4.196291</td>\n",
              "      <td>0.244781</td>\n",
              "      <td>0.467109</td>\n",
              "      <td>0.692591</td>\n",
              "      <td>0.942196</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.935373</td>\n",
              "      <td>...</td>\n",
              "      <td>0.661009</td>\n",
              "      <td>1.594765</td>\n",
              "      <td>1.547382</td>\n",
              "      <td>2.537613</td>\n",
              "      <td>0.873883</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.620612</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.468956</td>\n",
              "      <td>0.268082</td>\n",
              "      <td>0.731934</td>\n",
              "      <td>0.813288</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.552759</td>\n",
              "      <td>1</td>\n",
              "      <td>0.501594</td>\n",
              "      <td>1.329938</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.974365</td>\n",
              "      <td>0.349288</td>\n",
              "      <td>0.668963</td>\n",
              "      <td>0.622196</td>\n",
              "      <td>0.96571</td>\n",
              "      <td>0.851152</td>\n",
              "      <td>0.509595</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.572355</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.904229</td>\n",
              "      <td>1.691813</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.605205</td>\n",
              "      <td>0.982804</td>\n",
              "      <td>0.667623</td>\n",
              "      <td>0.614613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.66702</td>\n",
              "      <td>0.934621</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>1.343644</td>\n",
              "      <td>1.323332</td>\n",
              "      <td>0.62564</td>\n",
              "      <td>0.959722</td>\n",
              "      <td>1.046214</td>\n",
              "      <td>0.948326</td>\n",
              "      <td>1.309951</td>\n",
              "      <td>1.24985</td>\n",
              "      <td>1.985028</td>\n",
              "      <td>1.116053</td>\n",
              "      <td>1.357095</td>\n",
              "      <td>1.077358</td>\n",
              "      <td>2.287</td>\n",
              "      <td>1.005519</td>\n",
              "      <td>1.772221</td>\n",
              "      <td>1.115929</td>\n",
              "      <td>1.253826</td>\n",
              "      <td>0.794892</td>\n",
              "      <td>1.005334</td>\n",
              "      <td>1.20807</td>\n",
              "      <td>1.200286</td>\n",
              "      <td>1.02197</td>\n",
              "      <td>2.605911</td>\n",
              "      <td>0.980953</td>\n",
              "      <td>0.903276</td>\n",
              "      <td>2.645192</td>\n",
              "      <td>0.957599</td>\n",
              "      <td>1.510539</td>\n",
              "      <td>1.164942</td>\n",
              "      <td>1.307723</td>\n",
              "      <td>1.982495</td>\n",
              "      <td>1.228837</td>\n",
              "      <td>1.475044</td>\n",
              "      <td>0.512232</td>\n",
              "      <td>0.40218</td>\n",
              "      <td>1.295329</td>\n",
              "      <td>1.042043</td>\n",
              "      <td>1.39903</td>\n",
              "      <td>1.064627</td>\n",
              "      <td>...</td>\n",
              "      <td>1.11013</td>\n",
              "      <td>1.329343</td>\n",
              "      <td>1.18058</td>\n",
              "      <td>2.176491</td>\n",
              "      <td>1.938735</td>\n",
              "      <td>1</td>\n",
              "      <td>2.186889</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.528777</td>\n",
              "      <td>0.19654</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.898593</td>\n",
              "      <td>0.541481</td>\n",
              "      <td>0.945716</td>\n",
              "      <td>2.108315</td>\n",
              "      <td>1.412495</td>\n",
              "      <td>0.810479</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.652656</td>\n",
              "      <td>0.329209</td>\n",
              "      <td>0.863052</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.884332</td>\n",
              "      <td>1.217935</td>\n",
              "      <td>0.833863</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.578411</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.675356</td>\n",
              "      <td>0.396032</td>\n",
              "      <td>1.381847</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.980105</td>\n",
              "      <td>0.999037</td>\n",
              "      <td>1.155117</td>\n",
              "      <td>1.356363</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.710004</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>30 rows × 593 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "0       NaN   glycine  ... thioproline 6-acetylglucose\n",
              "1   31593.0  0.764476  ...    1.149486        0.702914\n",
              "2   31595.0  0.778072  ...    0.720695        0.702914\n",
              "3   31597.0  0.994348  ...    2.197779        3.794518\n",
              "4   31599.0  0.853183  ...      1.8035        4.169416\n",
              "5   31601.0  0.830975  ...    0.719742        4.000286\n",
              "6   31603.0  0.741821  ...    0.834337        1.723053\n",
              "7   31605.0  1.345114  ...    0.345068        0.702914\n",
              "8   31607.0  1.048042  ...    0.876641        1.689853\n",
              "9   31609.0  0.955684  ...    2.634448        0.730885\n",
              "10  31611.0  0.607936  ...    1.043616        0.702914\n",
              "11  31613.0  1.001045  ...    1.343689        0.859851\n",
              "12  31615.0  1.436214  ...    0.852058        1.347943\n",
              "13  31617.0  1.200479  ...     0.67927        1.437173\n",
              "14  31619.0  1.744886  ...    0.386071        2.099567\n",
              "15  31621.0  1.129634  ...    0.464993        0.853675\n",
              "16  31663.0  0.649654  ...    1.169712         2.64878\n",
              "17  31665.0  1.173605  ...    0.630187        0.702914\n",
              "18  31667.0  1.176443  ...    0.956384        1.246561\n",
              "19  31669.0  1.477157  ...    3.606056        0.924637\n",
              "20  31671.0  1.033765  ...    1.578952        0.702914\n",
              "21  31673.0  0.998955  ...     0.70781        0.991363\n",
              "22  31675.0  0.936832  ...    0.741792        0.702914\n",
              "23  31677.0  0.973135  ...    1.093509        0.959835\n",
              "24  31679.0  0.994376  ...     1.90346        0.702914\n",
              "25  31681.0  0.987105  ...    0.657851               1\n",
              "26  31683.0  1.198148  ...    1.826854        0.702914\n",
              "27  31685.0  1.095873  ...    1.272391        0.844353\n",
              "28  31687.0  0.981184  ...    2.400353         0.91955\n",
              "29  31689.0  1.266452  ...     1.66702        0.934621\n",
              "30  31691.0  1.343644  ...    0.710004        0.702914\n",
              "\n",
              "[30 rows x 593 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "h4zYAFpUrIHT"
      },
      "source": [
        " metabolite = metabolite.rename(columns=str).rename(columns={'nan':'Sample_ID'})\n"
      ],
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "u6gKH9tNt4W5",
        "outputId": "5b45d1db-2e79-4783-d3a0-8898140f05da"
      },
      "source": [
        "metabolite = metabolite.dropna(axis =1)\n",
        "metabolite"
      ],
      "execution_count": 20,
      "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",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Sample_ID</th>\n",
              "      <th>glycine</th>\n",
              "      <th>N-acetylglycine</th>\n",
              "      <th>sarcosine</th>\n",
              "      <th>dimethylglycine</th>\n",
              "      <th>betaine</th>\n",
              "      <th>serine</th>\n",
              "      <th>N-acetylserine</th>\n",
              "      <th>threonine</th>\n",
              "      <th>N-acetylthreonine</th>\n",
              "      <th>alanine</th>\n",
              "      <th>N-acetylalanine</th>\n",
              "      <th>aspartate</th>\n",
              "      <th>N-acetylaspartate (NAA)</th>\n",
              "      <th>asparagine</th>\n",
              "      <th>N-acetylasparagine</th>\n",
              "      <th>hydroxyasparagine</th>\n",
              "      <th>glutamate</th>\n",
              "      <th>glutamine</th>\n",
              "      <th>alpha-ketoglutaramate*</th>\n",
              "      <th>N-acetylglutamate</th>\n",
              "      <th>N-acetylglutamine</th>\n",
              "      <th>4-hydroxyglutamate</th>\n",
              "      <th>pyroglutamine*</th>\n",
              "      <th>N-acetyl-aspartyl-glutamate (NAAG)</th>\n",
              "      <th>carboxyethyl-GABA</th>\n",
              "      <th>S-1-pyrroline-5-carboxylate</th>\n",
              "      <th>histidine</th>\n",
              "      <th>1-methylhistidine</th>\n",
              "      <th>3-methylhistidine</th>\n",
              "      <th>N-acetylhistidine</th>\n",
              "      <th>N-acetyl-3-methylhistidine*</th>\n",
              "      <th>N-acetyl-1-methylhistidine*</th>\n",
              "      <th>trans-urocanate</th>\n",
              "      <th>imidazole propionate</th>\n",
              "      <th>formiminoglutamate</th>\n",
              "      <th>imidazole lactate</th>\n",
              "      <th>carnosine</th>\n",
              "      <th>N-acetylcarnosine</th>\n",
              "      <th>anserine</th>\n",
              "      <th>...</th>\n",
              "      <th>pantothenate (Vitamin B5)</th>\n",
              "      <th>threonate</th>\n",
              "      <th>oxalate (ethanedioate)</th>\n",
              "      <th>gulonate*</th>\n",
              "      <th>alpha-tocopherol</th>\n",
              "      <th>alpha-CEHC sulfate</th>\n",
              "      <th>gamma-tocopherol/beta-tocopherol</th>\n",
              "      <th>heme</th>\n",
              "      <th>bilirubin</th>\n",
              "      <th>bilirubin (E,E)*</th>\n",
              "      <th>biliverdin</th>\n",
              "      <th>retinol (Vitamin A)</th>\n",
              "      <th>pyridoxamine</th>\n",
              "      <th>pyridoxal</th>\n",
              "      <th>pyridoxate</th>\n",
              "      <th>hippurate</th>\n",
              "      <th>benzoate</th>\n",
              "      <th>4-ethylphenyl sulfate</th>\n",
              "      <th>p-cresol sulfate</th>\n",
              "      <th>2-piperidinone</th>\n",
              "      <th>2,3-dihydroxyisovalerate</th>\n",
              "      <th>2-oxindole-3-acetate</th>\n",
              "      <th>3-formylindole</th>\n",
              "      <th>gluconate</th>\n",
              "      <th>beta-guanidinopropanoate</th>\n",
              "      <th>equol glucuronide</th>\n",
              "      <th>ergothioneine</th>\n",
              "      <th>erythritol</th>\n",
              "      <th>homostachydrine*</th>\n",
              "      <th>mannonate*</th>\n",
              "      <th>stachydrine</th>\n",
              "      <th>tartronate (hydroxymalonate)</th>\n",
              "      <th>2,6-dihydroxybenzoic acid</th>\n",
              "      <th>maleoylcarnitine</th>\n",
              "      <th>sulfate*</th>\n",
              "      <th>O-sulfo-L-tyrosine</th>\n",
              "      <th>2-oxo-1-pyrrolidinepropionate</th>\n",
              "      <th>6-hydroxyindole sulfate</th>\n",
              "      <th>thioproline</th>\n",
              "      <th>6-acetylglucose</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>0.764476</td>\n",
              "      <td>0.980503</td>\n",
              "      <td>0.763311</td>\n",
              "      <td>3.804459</td>\n",
              "      <td>1.113178</td>\n",
              "      <td>0.944598</td>\n",
              "      <td>3.934462</td>\n",
              "      <td>0.761158</td>\n",
              "      <td>1.856078</td>\n",
              "      <td>0.800685</td>\n",
              "      <td>2.140186</td>\n",
              "      <td>1.644787</td>\n",
              "      <td>0.92545</td>\n",
              "      <td>0.788742</td>\n",
              "      <td>1.692826</td>\n",
              "      <td>2.880387</td>\n",
              "      <td>1.621283</td>\n",
              "      <td>1.286609</td>\n",
              "      <td>8.338279</td>\n",
              "      <td>0.897692</td>\n",
              "      <td>1.95428</td>\n",
              "      <td>1.199227</td>\n",
              "      <td>0.175787</td>\n",
              "      <td>21.463964</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>0.521842</td>\n",
              "      <td>1.098816</td>\n",
              "      <td>11.086291</td>\n",
              "      <td>4.953143</td>\n",
              "      <td>1.804828</td>\n",
              "      <td>1.271886</td>\n",
              "      <td>2.493006</td>\n",
              "      <td>1.33838</td>\n",
              "      <td>1.040741</td>\n",
              "      <td>30.724224</td>\n",
              "      <td>2.016838</td>\n",
              "      <td>1.041511</td>\n",
              "      <td>3.165958</td>\n",
              "      <td>1.468915</td>\n",
              "      <td>...</td>\n",
              "      <td>1.606153</td>\n",
              "      <td>1.339748</td>\n",
              "      <td>1.106379</td>\n",
              "      <td>2.751503</td>\n",
              "      <td>1.329715</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.165705</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.470411</td>\n",
              "      <td>1.243077</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.968585</td>\n",
              "      <td>5.17372</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.564567</td>\n",
              "      <td>2.776705</td>\n",
              "      <td>0.885554</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.84977</td>\n",
              "      <td>47.868225</td>\n",
              "      <td>6.558881</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>4.286731</td>\n",
              "      <td>0.72338</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>7.434881</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.543272</td>\n",
              "      <td>0.906794</td>\n",
              "      <td>0.609301</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.784635</td>\n",
              "      <td>2.342844</td>\n",
              "      <td>4.766011</td>\n",
              "      <td>5.954872</td>\n",
              "      <td>7.983591</td>\n",
              "      <td>1.149486</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>0.778072</td>\n",
              "      <td>0.854428</td>\n",
              "      <td>1.052241</td>\n",
              "      <td>1.809722</td>\n",
              "      <td>1.124312</td>\n",
              "      <td>1.03585</td>\n",
              "      <td>1.803863</td>\n",
              "      <td>0.647857</td>\n",
              "      <td>0.578488</td>\n",
              "      <td>0.598287</td>\n",
              "      <td>1.004495</td>\n",
              "      <td>1.380264</td>\n",
              "      <td>0.339317</td>\n",
              "      <td>0.782238</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.251637</td>\n",
              "      <td>1.144113</td>\n",
              "      <td>1.274944</td>\n",
              "      <td>4.340356</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.868177</td>\n",
              "      <td>1.33384</td>\n",
              "      <td>0.236609</td>\n",
              "      <td>6.701089</td>\n",
              "      <td>0.738143</td>\n",
              "      <td>0.149757</td>\n",
              "      <td>1.102993</td>\n",
              "      <td>3.376704</td>\n",
              "      <td>1.881494</td>\n",
              "      <td>0.562245</td>\n",
              "      <td>0.235787</td>\n",
              "      <td>0.941887</td>\n",
              "      <td>0.597944</td>\n",
              "      <td>0.028509</td>\n",
              "      <td>5.260031</td>\n",
              "      <td>0.938103</td>\n",
              "      <td>1.195869</td>\n",
              "      <td>0.91191</td>\n",
              "      <td>1.083882</td>\n",
              "      <td>...</td>\n",
              "      <td>1.352735</td>\n",
              "      <td>0.593864</td>\n",
              "      <td>0.695348</td>\n",
              "      <td>0.667523</td>\n",
              "      <td>1.006609</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.822608</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.073603</td>\n",
              "      <td>1.130102</td>\n",
              "      <td>0.266236</td>\n",
              "      <td>1.073001</td>\n",
              "      <td>1.962254</td>\n",
              "      <td>1.335502</td>\n",
              "      <td>0.664477</td>\n",
              "      <td>0.652602</td>\n",
              "      <td>0.836172</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.898312</td>\n",
              "      <td>9.891383</td>\n",
              "      <td>2.18982</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.607359</td>\n",
              "      <td>1.354777</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.078918</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.133949</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.587401</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.991901</td>\n",
              "      <td>1.775936</td>\n",
              "      <td>1.225544</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.588935</td>\n",
              "      <td>0.720695</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31597.0</td>\n",
              "      <td>0.994348</td>\n",
              "      <td>0.678962</td>\n",
              "      <td>1.685811</td>\n",
              "      <td>2.673036</td>\n",
              "      <td>0.964949</td>\n",
              "      <td>0.692393</td>\n",
              "      <td>3.547813</td>\n",
              "      <td>0.539718</td>\n",
              "      <td>1.694619</td>\n",
              "      <td>1.326984</td>\n",
              "      <td>2.727649</td>\n",
              "      <td>4.505597</td>\n",
              "      <td>2.321881</td>\n",
              "      <td>0.556639</td>\n",
              "      <td>1.175243</td>\n",
              "      <td>1.645329</td>\n",
              "      <td>4.120117</td>\n",
              "      <td>1.027391</td>\n",
              "      <td>7.964828</td>\n",
              "      <td>12.163894</td>\n",
              "      <td>1.526481</td>\n",
              "      <td>3.422024</td>\n",
              "      <td>0.516289</td>\n",
              "      <td>20.562691</td>\n",
              "      <td>4.823588</td>\n",
              "      <td>2.010484</td>\n",
              "      <td>0.998084</td>\n",
              "      <td>6.120318</td>\n",
              "      <td>1.971366</td>\n",
              "      <td>1.762844</td>\n",
              "      <td>0.579818</td>\n",
              "      <td>3.161732</td>\n",
              "      <td>0.905749</td>\n",
              "      <td>0.691792</td>\n",
              "      <td>33.255497</td>\n",
              "      <td>1.915898</td>\n",
              "      <td>0.842633</td>\n",
              "      <td>6.505247</td>\n",
              "      <td>0.66481</td>\n",
              "      <td>...</td>\n",
              "      <td>1.679782</td>\n",
              "      <td>1.213876</td>\n",
              "      <td>1.20355</td>\n",
              "      <td>2.436038</td>\n",
              "      <td>0.427548</td>\n",
              "      <td>1.600141</td>\n",
              "      <td>0.535905</td>\n",
              "      <td>0.337627</td>\n",
              "      <td>0.072943</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>3.467764</td>\n",
              "      <td>2.103884</td>\n",
              "      <td>2.765389</td>\n",
              "      <td>1.154591</td>\n",
              "      <td>6.080456</td>\n",
              "      <td>27.918341</td>\n",
              "      <td>3.348258</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.088804</td>\n",
              "      <td>31.886192</td>\n",
              "      <td>14.071503</td>\n",
              "      <td>0.851228</td>\n",
              "      <td>2.077155</td>\n",
              "      <td>3.722162</td>\n",
              "      <td>3.288469</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.67949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.042885</td>\n",
              "      <td>1.162273</td>\n",
              "      <td>0.665749</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.425712</td>\n",
              "      <td>2.176631</td>\n",
              "      <td>3.823018</td>\n",
              "      <td>8.081828</td>\n",
              "      <td>8.470854</td>\n",
              "      <td>2.197779</td>\n",
              "      <td>3.794518</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31599.0</td>\n",
              "      <td>0.853183</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.846395</td>\n",
              "      <td>4.144006</td>\n",
              "      <td>1.174095</td>\n",
              "      <td>0.999712</td>\n",
              "      <td>4.086068</td>\n",
              "      <td>0.782801</td>\n",
              "      <td>2.156129</td>\n",
              "      <td>0.88544</td>\n",
              "      <td>2.404563</td>\n",
              "      <td>1.874684</td>\n",
              "      <td>0.989851</td>\n",
              "      <td>0.767781</td>\n",
              "      <td>1.666952</td>\n",
              "      <td>3.430455</td>\n",
              "      <td>1.514929</td>\n",
              "      <td>1.475181</td>\n",
              "      <td>7.636902</td>\n",
              "      <td>1.001398</td>\n",
              "      <td>1.967933</td>\n",
              "      <td>1.279699</td>\n",
              "      <td>0.187902</td>\n",
              "      <td>19.19182</td>\n",
              "      <td>2.222435</td>\n",
              "      <td>0.554168</td>\n",
              "      <td>1.354266</td>\n",
              "      <td>10.42614</td>\n",
              "      <td>5.208524</td>\n",
              "      <td>1.98782</td>\n",
              "      <td>1.295995</td>\n",
              "      <td>2.671886</td>\n",
              "      <td>2.779001</td>\n",
              "      <td>1.199335</td>\n",
              "      <td>33.009239</td>\n",
              "      <td>2.161645</td>\n",
              "      <td>1.195299</td>\n",
              "      <td>3.072445</td>\n",
              "      <td>1.546912</td>\n",
              "      <td>...</td>\n",
              "      <td>1.710967</td>\n",
              "      <td>1.19374</td>\n",
              "      <td>1.206329</td>\n",
              "      <td>2.927879</td>\n",
              "      <td>1.529254</td>\n",
              "      <td>0.584887</td>\n",
              "      <td>1.435459</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.938642</td>\n",
              "      <td>1.424512</td>\n",
              "      <td>0.417923</td>\n",
              "      <td>2.552179</td>\n",
              "      <td>7.184206</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.292334</td>\n",
              "      <td>3.324645</td>\n",
              "      <td>1.354726</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.133821</td>\n",
              "      <td>51.098412</td>\n",
              "      <td>7.439358</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.911431</td>\n",
              "      <td>2.403471</td>\n",
              "      <td>0.751163</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>8.069499</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.874871</td>\n",
              "      <td>1.223746</td>\n",
              "      <td>0.598558</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.733257</td>\n",
              "      <td>2.527558</td>\n",
              "      <td>5.490274</td>\n",
              "      <td>4.864277</td>\n",
              "      <td>8.663094</td>\n",
              "      <td>1.8035</td>\n",
              "      <td>4.169416</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>31601.0</td>\n",
              "      <td>0.830975</td>\n",
              "      <td>1.06703</td>\n",
              "      <td>1.245168</td>\n",
              "      <td>2.071697</td>\n",
              "      <td>1.070344</td>\n",
              "      <td>1.000288</td>\n",
              "      <td>1.917514</td>\n",
              "      <td>0.648361</td>\n",
              "      <td>0.623125</td>\n",
              "      <td>0.724148</td>\n",
              "      <td>1.343725</td>\n",
              "      <td>1.582053</td>\n",
              "      <td>0.489405</td>\n",
              "      <td>0.775026</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.185746</td>\n",
              "      <td>1.158091</td>\n",
              "      <td>1.289537</td>\n",
              "      <td>4.895542</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.875926</td>\n",
              "      <td>1.291801</td>\n",
              "      <td>0.231011</td>\n",
              "      <td>7.048037</td>\n",
              "      <td>0.843963</td>\n",
              "      <td>0.17085</td>\n",
              "      <td>1.155841</td>\n",
              "      <td>3.53673</td>\n",
              "      <td>2.060081</td>\n",
              "      <td>0.558266</td>\n",
              "      <td>0.217087</td>\n",
              "      <td>0.902409</td>\n",
              "      <td>0.955563</td>\n",
              "      <td>0.032435</td>\n",
              "      <td>5.925461</td>\n",
              "      <td>1.010388</td>\n",
              "      <td>1.735047</td>\n",
              "      <td>1.286827</td>\n",
              "      <td>1.477729</td>\n",
              "      <td>...</td>\n",
              "      <td>1.411357</td>\n",
              "      <td>0.514417</td>\n",
              "      <td>0.57602</td>\n",
              "      <td>0.591058</td>\n",
              "      <td>1.156421</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.966458</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.19046</td>\n",
              "      <td>1.105218</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.004063</td>\n",
              "      <td>2.705123</td>\n",
              "      <td>0.815239</td>\n",
              "      <td>0.853599</td>\n",
              "      <td>0.704367</td>\n",
              "      <td>0.818961</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.042735</td>\n",
              "      <td>10.933635</td>\n",
              "      <td>2.2697</td>\n",
              "      <td>0.546404</td>\n",
              "      <td>0.803755</td>\n",
              "      <td>0.928157</td>\n",
              "      <td>0.992653</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.870744</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.184378</td>\n",
              "      <td>0.533261</td>\n",
              "      <td>0.346314</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.096919</td>\n",
              "      <td>1.751415</td>\n",
              "      <td>1.326103</td>\n",
              "      <td>0.304321</td>\n",
              "      <td>0.707198</td>\n",
              "      <td>0.719742</td>\n",
              "      <td>4.000286</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>31603.0</td>\n",
              "      <td>0.741821</td>\n",
              "      <td>0.857013</td>\n",
              "      <td>0.612962</td>\n",
              "      <td>1.264034</td>\n",
              "      <td>1.075136</td>\n",
              "      <td>0.914057</td>\n",
              "      <td>1.291118</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.513</td>\n",
              "      <td>0.702682</td>\n",
              "      <td>0.890297</td>\n",
              "      <td>1.227705</td>\n",
              "      <td>0.686044</td>\n",
              "      <td>0.724954</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.272029</td>\n",
              "      <td>1.316149</td>\n",
              "      <td>1.173072</td>\n",
              "      <td>1.077335</td>\n",
              "      <td>0.373506</td>\n",
              "      <td>1.158281</td>\n",
              "      <td>2.202204</td>\n",
              "      <td>0.546499</td>\n",
              "      <td>4.524804</td>\n",
              "      <td>1.200195</td>\n",
              "      <td>0.279254</td>\n",
              "      <td>0.903144</td>\n",
              "      <td>2.910643</td>\n",
              "      <td>1.306704</td>\n",
              "      <td>0.685013</td>\n",
              "      <td>0.397041</td>\n",
              "      <td>1.273315</td>\n",
              "      <td>0.43235</td>\n",
              "      <td>0.860405</td>\n",
              "      <td>6.766962</td>\n",
              "      <td>0.376914</td>\n",
              "      <td>1.52523</td>\n",
              "      <td>0.641169</td>\n",
              "      <td>1.08072</td>\n",
              "      <td>...</td>\n",
              "      <td>1.152078</td>\n",
              "      <td>0.683264</td>\n",
              "      <td>0.821865</td>\n",
              "      <td>0.994686</td>\n",
              "      <td>0.010081</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.007583</td>\n",
              "      <td>11.599139</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.011678</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.79695</td>\n",
              "      <td>0.780679</td>\n",
              "      <td>1.024226</td>\n",
              "      <td>1.919682</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.875738</td>\n",
              "      <td>1.383335</td>\n",
              "      <td>3.709324</td>\n",
              "      <td>0.512093</td>\n",
              "      <td>1</td>\n",
              "      <td>0.955919</td>\n",
              "      <td>1.277789</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.43261</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.281133</td>\n",
              "      <td>1.290293</td>\n",
              "      <td>0.959565</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.965154</td>\n",
              "      <td>1.389844</td>\n",
              "      <td>1.599733</td>\n",
              "      <td>0.810556</td>\n",
              "      <td>0.606183</td>\n",
              "      <td>0.834337</td>\n",
              "      <td>1.723053</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>31605.0</td>\n",
              "      <td>1.345114</td>\n",
              "      <td>1.848759</td>\n",
              "      <td>1.744532</td>\n",
              "      <td>1.620063</td>\n",
              "      <td>1.151131</td>\n",
              "      <td>1.08003</td>\n",
              "      <td>0.937055</td>\n",
              "      <td>0.735331</td>\n",
              "      <td>0.623713</td>\n",
              "      <td>0.7011</td>\n",
              "      <td>0.608174</td>\n",
              "      <td>0.53536</td>\n",
              "      <td>0.838383</td>\n",
              "      <td>0.859214</td>\n",
              "      <td>0.779809</td>\n",
              "      <td>1.160179</td>\n",
              "      <td>1.275953</td>\n",
              "      <td>1.435282</td>\n",
              "      <td>1.15019</td>\n",
              "      <td>0.498716</td>\n",
              "      <td>1.083784</td>\n",
              "      <td>2.242361</td>\n",
              "      <td>0.456677</td>\n",
              "      <td>0.695385</td>\n",
              "      <td>1.120442</td>\n",
              "      <td>0.185774</td>\n",
              "      <td>0.801776</td>\n",
              "      <td>1.585302</td>\n",
              "      <td>1.088601</td>\n",
              "      <td>0.828431</td>\n",
              "      <td>0.671461</td>\n",
              "      <td>1.253798</td>\n",
              "      <td>0.373562</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.592894</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>0.477252</td>\n",
              "      <td>0.636972</td>\n",
              "      <td>0.314679</td>\n",
              "      <td>...</td>\n",
              "      <td>1.765572</td>\n",
              "      <td>0.750801</td>\n",
              "      <td>0.81155</td>\n",
              "      <td>0.719561</td>\n",
              "      <td>0.543211</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.973881</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.575153</td>\n",
              "      <td>0.486159</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.588667</td>\n",
              "      <td>0.626188</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.432753</td>\n",
              "      <td>0.319764</td>\n",
              "      <td>1.068072</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.753497</td>\n",
              "      <td>0.644465</td>\n",
              "      <td>1.107466</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797085</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.697325</td>\n",
              "      <td>2.968742</td>\n",
              "      <td>0.949618</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.432738</td>\n",
              "      <td>0.997412</td>\n",
              "      <td>1.097491</td>\n",
              "      <td>0.786754</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.345068</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>31607.0</td>\n",
              "      <td>1.048042</td>\n",
              "      <td>0.937819</td>\n",
              "      <td>1.006722</td>\n",
              "      <td>0.838492</td>\n",
              "      <td>1.029987</td>\n",
              "      <td>1.180324</td>\n",
              "      <td>0.861669</td>\n",
              "      <td>1.007823</td>\n",
              "      <td>0.518525</td>\n",
              "      <td>0.923565</td>\n",
              "      <td>0.89054</td>\n",
              "      <td>0.935235</td>\n",
              "      <td>1.010149</td>\n",
              "      <td>0.965898</td>\n",
              "      <td>0.817914</td>\n",
              "      <td>0.861116</td>\n",
              "      <td>1.547619</td>\n",
              "      <td>1.37985</td>\n",
              "      <td>0.681152</td>\n",
              "      <td>1.155099</td>\n",
              "      <td>1.006048</td>\n",
              "      <td>1.567079</td>\n",
              "      <td>1.197826</td>\n",
              "      <td>0.76418</td>\n",
              "      <td>1.197279</td>\n",
              "      <td>0.309541</td>\n",
              "      <td>0.908063</td>\n",
              "      <td>0.918497</td>\n",
              "      <td>0.902362</td>\n",
              "      <td>0.72746</td>\n",
              "      <td>0.461183</td>\n",
              "      <td>0.603956</td>\n",
              "      <td>0.43512</td>\n",
              "      <td>0.689937</td>\n",
              "      <td>0.824184</td>\n",
              "      <td>0.374082</td>\n",
              "      <td>0.914276</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.519423</td>\n",
              "      <td>...</td>\n",
              "      <td>1.0564</td>\n",
              "      <td>0.802416</td>\n",
              "      <td>0.995794</td>\n",
              "      <td>1.465856</td>\n",
              "      <td>0.605146</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.720064</td>\n",
              "      <td>0.265652</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1</td>\n",
              "      <td>0.911023</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.591688</td>\n",
              "      <td>0.813553</td>\n",
              "      <td>0.978671</td>\n",
              "      <td>0.598709</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.899286</td>\n",
              "      <td>0.38891</td>\n",
              "      <td>0.789534</td>\n",
              "      <td>1.429069</td>\n",
              "      <td>1.470559</td>\n",
              "      <td>2.12708</td>\n",
              "      <td>1.222734</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.678915</td>\n",
              "      <td>1</td>\n",
              "      <td>0.699054</td>\n",
              "      <td>17.795694</td>\n",
              "      <td>1.183606</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.289299</td>\n",
              "      <td>1.099509</td>\n",
              "      <td>0.6893</td>\n",
              "      <td>0.891694</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.876641</td>\n",
              "      <td>1.689853</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>31609.0</td>\n",
              "      <td>0.955684</td>\n",
              "      <td>0.638752</td>\n",
              "      <td>1.91</td>\n",
              "      <td>0.888685</td>\n",
              "      <td>0.908324</td>\n",
              "      <td>0.836412</td>\n",
              "      <td>5.836232</td>\n",
              "      <td>0.98237</td>\n",
              "      <td>2.853636</td>\n",
              "      <td>1.392465</td>\n",
              "      <td>5.445596</td>\n",
              "      <td>2.528571</td>\n",
              "      <td>3.997818</td>\n",
              "      <td>0.849408</td>\n",
              "      <td>2.571309</td>\n",
              "      <td>1.689583</td>\n",
              "      <td>3.125955</td>\n",
              "      <td>1.07256</td>\n",
              "      <td>6.653218</td>\n",
              "      <td>10.497542</td>\n",
              "      <td>1.616245</td>\n",
              "      <td>3.476449</td>\n",
              "      <td>0.056365</td>\n",
              "      <td>32.543022</td>\n",
              "      <td>2.485614</td>\n",
              "      <td>1.094652</td>\n",
              "      <td>1.496706</td>\n",
              "      <td>5.041963</td>\n",
              "      <td>3.378551</td>\n",
              "      <td>3.531208</td>\n",
              "      <td>2.998323</td>\n",
              "      <td>2.668087</td>\n",
              "      <td>1.455202</td>\n",
              "      <td>5.547017</td>\n",
              "      <td>27.521971</td>\n",
              "      <td>1.655983</td>\n",
              "      <td>0.621656</td>\n",
              "      <td>4.877759</td>\n",
              "      <td>1.344339</td>\n",
              "      <td>...</td>\n",
              "      <td>0.172956</td>\n",
              "      <td>1.867895</td>\n",
              "      <td>1.73425</td>\n",
              "      <td>5.670829</td>\n",
              "      <td>0.076488</td>\n",
              "      <td>5.690701</td>\n",
              "      <td>0.666148</td>\n",
              "      <td>3.570454</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.054261</td>\n",
              "      <td>2.185488</td>\n",
              "      <td>2.965595</td>\n",
              "      <td>1.298395</td>\n",
              "      <td>5.948757</td>\n",
              "      <td>80.069595</td>\n",
              "      <td>2.10015</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>96.069931</td>\n",
              "      <td>151.479874</td>\n",
              "      <td>1.496212</td>\n",
              "      <td>0.851467</td>\n",
              "      <td>1.596096</td>\n",
              "      <td>4.7768</td>\n",
              "      <td>3.034165</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.763134</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.280357</td>\n",
              "      <td>3.940676</td>\n",
              "      <td>1.240454</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.430136</td>\n",
              "      <td>2.354561</td>\n",
              "      <td>3.670483</td>\n",
              "      <td>10.882262</td>\n",
              "      <td>91.008614</td>\n",
              "      <td>2.634448</td>\n",
              "      <td>0.730885</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>31611.0</td>\n",
              "      <td>0.607936</td>\n",
              "      <td>0.301852</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.610085</td>\n",
              "      <td>0.717534</td>\n",
              "      <td>0.97864</td>\n",
              "      <td>0.442021</td>\n",
              "      <td>1.243063</td>\n",
              "      <td>0.463134</td>\n",
              "      <td>1.090899</td>\n",
              "      <td>0.524793</td>\n",
              "      <td>0.503611</td>\n",
              "      <td>0.423122</td>\n",
              "      <td>1.067452</td>\n",
              "      <td>0.600171</td>\n",
              "      <td>0.466114</td>\n",
              "      <td>0.682627</td>\n",
              "      <td>1.051229</td>\n",
              "      <td>0.558715</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.332038</td>\n",
              "      <td>0.471633</td>\n",
              "      <td>1.501319</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.825132</td>\n",
              "      <td>0.214541</td>\n",
              "      <td>0.858922</td>\n",
              "      <td>0.577207</td>\n",
              "      <td>0.702399</td>\n",
              "      <td>0.250464</td>\n",
              "      <td>0.391759</td>\n",
              "      <td>0.354075</td>\n",
              "      <td>0.89492</td>\n",
              "      <td>0.330399</td>\n",
              "      <td>0.677919</td>\n",
              "      <td>0.576939</td>\n",
              "      <td>1.145064</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.065439</td>\n",
              "      <td>...</td>\n",
              "      <td>0.915565</td>\n",
              "      <td>0.650078</td>\n",
              "      <td>0.721995</td>\n",
              "      <td>0.441489</td>\n",
              "      <td>0.009874</td>\n",
              "      <td>0.699706</td>\n",
              "      <td>0.019881</td>\n",
              "      <td>16.60804</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.017993</td>\n",
              "      <td>1.720227</td>\n",
              "      <td>1.049121</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.650736</td>\n",
              "      <td>1.881262</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.67222</td>\n",
              "      <td>0.768989</td>\n",
              "      <td>0.868679</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>2.061543</td>\n",
              "      <td>0.853605</td>\n",
              "      <td>0.562801</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.621897</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.347087</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.376975</td>\n",
              "      <td>1.541584</td>\n",
              "      <td>1.209111</td>\n",
              "      <td>1.063486</td>\n",
              "      <td>0.654986</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.043616</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>31613.0</td>\n",
              "      <td>1.001045</td>\n",
              "      <td>0.670317</td>\n",
              "      <td>0.461696</td>\n",
              "      <td>0.687624</td>\n",
              "      <td>0.751478</td>\n",
              "      <td>0.913545</td>\n",
              "      <td>0.572898</td>\n",
              "      <td>0.999274</td>\n",
              "      <td>0.694549</td>\n",
              "      <td>1.076823</td>\n",
              "      <td>0.683839</td>\n",
              "      <td>0.900171</td>\n",
              "      <td>0.912957</td>\n",
              "      <td>1.125685</td>\n",
              "      <td>0.668855</td>\n",
              "      <td>0.486878</td>\n",
              "      <td>0.94257</td>\n",
              "      <td>0.81591</td>\n",
              "      <td>0.52367</td>\n",
              "      <td>1.109782</td>\n",
              "      <td>0.639263</td>\n",
              "      <td>0.562767</td>\n",
              "      <td>3.795739</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>2.001559</td>\n",
              "      <td>1.001916</td>\n",
              "      <td>0.574977</td>\n",
              "      <td>0.570754</td>\n",
              "      <td>0.404763</td>\n",
              "      <td>0.853179</td>\n",
              "      <td>0.481896</td>\n",
              "      <td>1.649579</td>\n",
              "      <td>3.164873</td>\n",
              "      <td>1.016927</td>\n",
              "      <td>0.447137</td>\n",
              "      <td>0.958489</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.816382</td>\n",
              "      <td>...</td>\n",
              "      <td>0.605047</td>\n",
              "      <td>0.666814</td>\n",
              "      <td>0.694418</td>\n",
              "      <td>0.582057</td>\n",
              "      <td>0.993391</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.487444</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.278198</td>\n",
              "      <td>1.154234</td>\n",
              "      <td>1.372616</td>\n",
              "      <td>0.995937</td>\n",
              "      <td>1.103173</td>\n",
              "      <td>0.989832</td>\n",
              "      <td>0.835267</td>\n",
              "      <td>1.147756</td>\n",
              "      <td>1.938883</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.815245</td>\n",
              "      <td>1.375695</td>\n",
              "      <td>0.771669</td>\n",
              "      <td>1.101728</td>\n",
              "      <td>0.657574</td>\n",
              "      <td>0.469946</td>\n",
              "      <td>0.925249</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.614208</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.422497</td>\n",
              "      <td>4.312828</td>\n",
              "      <td>0.786431</td>\n",
              "      <td>0.579645</td>\n",
              "      <td>1.181024</td>\n",
              "      <td>0.769272</td>\n",
              "      <td>0.510434</td>\n",
              "      <td>0.366426</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.343689</td>\n",
              "      <td>0.859851</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>31615.0</td>\n",
              "      <td>1.436214</td>\n",
              "      <td>1.29345</td>\n",
              "      <td>0.823486</td>\n",
              "      <td>0.916656</td>\n",
              "      <td>0.972742</td>\n",
              "      <td>1.214837</td>\n",
              "      <td>0.889656</td>\n",
              "      <td>1.343307</td>\n",
              "      <td>0.868295</td>\n",
              "      <td>0.999664</td>\n",
              "      <td>0.846497</td>\n",
              "      <td>0.875167</td>\n",
              "      <td>1.010358</td>\n",
              "      <td>1.149901</td>\n",
              "      <td>0.66746</td>\n",
              "      <td>0.740351</td>\n",
              "      <td>0.929209</td>\n",
              "      <td>0.841124</td>\n",
              "      <td>1.012809</td>\n",
              "      <td>0.867748</td>\n",
              "      <td>0.629675</td>\n",
              "      <td>1</td>\n",
              "      <td>2.593015</td>\n",
              "      <td>0.688028</td>\n",
              "      <td>0.573136</td>\n",
              "      <td>1.09477</td>\n",
              "      <td>0.92209</td>\n",
              "      <td>0.777866</td>\n",
              "      <td>0.762227</td>\n",
              "      <td>0.48451</td>\n",
              "      <td>0.799095</td>\n",
              "      <td>0.691447</td>\n",
              "      <td>2.690046</td>\n",
              "      <td>3.594311</td>\n",
              "      <td>1.961506</td>\n",
              "      <td>0.462657</td>\n",
              "      <td>0.627914</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.561201</td>\n",
              "      <td>...</td>\n",
              "      <td>0.749856</td>\n",
              "      <td>0.698211</td>\n",
              "      <td>0.782546</td>\n",
              "      <td>0.461388</td>\n",
              "      <td>1.231967</td>\n",
              "      <td>0.851368</td>\n",
              "      <td>0.617605</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1</td>\n",
              "      <td>0.97161</td>\n",
              "      <td>0.331187</td>\n",
              "      <td>1.142229</td>\n",
              "      <td>0.503559</td>\n",
              "      <td>0.734885</td>\n",
              "      <td>0.723039</td>\n",
              "      <td>0.69146</td>\n",
              "      <td>1.24891</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.002643</td>\n",
              "      <td>1.162742</td>\n",
              "      <td>1.631014</td>\n",
              "      <td>1.156199</td>\n",
              "      <td>1.14157</td>\n",
              "      <td>0.729078</td>\n",
              "      <td>1.173713</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.737583</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.491844</td>\n",
              "      <td>1.186651</td>\n",
              "      <td>0.891566</td>\n",
              "      <td>0.389748</td>\n",
              "      <td>1.365594</td>\n",
              "      <td>1.00019</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.682613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.852058</td>\n",
              "      <td>1.347943</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>31617.0</td>\n",
              "      <td>1.200479</td>\n",
              "      <td>0.985154</td>\n",
              "      <td>0.845767</td>\n",
              "      <td>0.886515</td>\n",
              "      <td>0.916214</td>\n",
              "      <td>1.116777</td>\n",
              "      <td>0.578414</td>\n",
              "      <td>1.344723</td>\n",
              "      <td>0.963776</td>\n",
              "      <td>1.000336</td>\n",
              "      <td>0.682388</td>\n",
              "      <td>0.777782</td>\n",
              "      <td>0.703438</td>\n",
              "      <td>1.0503</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>0.693435</td>\n",
              "      <td>0.95782</td>\n",
              "      <td>0.931264</td>\n",
              "      <td>0.729153</td>\n",
              "      <td>0.557898</td>\n",
              "      <td>0.589997</td>\n",
              "      <td>0.738512</td>\n",
              "      <td>1.800476</td>\n",
              "      <td>0.606845</td>\n",
              "      <td>0.609893</td>\n",
              "      <td>1.83144</td>\n",
              "      <td>0.926514</td>\n",
              "      <td>0.920744</td>\n",
              "      <td>0.912581</td>\n",
              "      <td>0.549362</td>\n",
              "      <td>1.314937</td>\n",
              "      <td>0.984977</td>\n",
              "      <td>0.998339</td>\n",
              "      <td>2.499052</td>\n",
              "      <td>0.939737</td>\n",
              "      <td>0.429215</td>\n",
              "      <td>0.832481</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.724936</td>\n",
              "      <td>...</td>\n",
              "      <td>0.688098</td>\n",
              "      <td>0.854139</td>\n",
              "      <td>0.978459</td>\n",
              "      <td>0.892712</td>\n",
              "      <td>0.010214</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.012778</td>\n",
              "      <td>4.29416</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.315634</td>\n",
              "      <td>0.191161</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.189772</td>\n",
              "      <td>0.700438</td>\n",
              "      <td>1.342545</td>\n",
              "      <td>1.324509</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.462438</td>\n",
              "      <td>2.070176</td>\n",
              "      <td>0.981026</td>\n",
              "      <td>0.533303</td>\n",
              "      <td>0.740643</td>\n",
              "      <td>0.832746</td>\n",
              "      <td>0.897387</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.671949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.554955</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.22931</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.254736</td>\n",
              "      <td>0.99981</td>\n",
              "      <td>0.66458</td>\n",
              "      <td>0.714016</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.67927</td>\n",
              "      <td>1.437173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>31619.0</td>\n",
              "      <td>1.744886</td>\n",
              "      <td>2.167174</td>\n",
              "      <td>1.467264</td>\n",
              "      <td>1.170472</td>\n",
              "      <td>1.119073</td>\n",
              "      <td>1.803916</td>\n",
              "      <td>1.707219</td>\n",
              "      <td>1.265658</td>\n",
              "      <td>1.368195</td>\n",
              "      <td>1.105838</td>\n",
              "      <td>1.213448</td>\n",
              "      <td>1.310002</td>\n",
              "      <td>1.517634</td>\n",
              "      <td>1.020429</td>\n",
              "      <td>1.360181</td>\n",
              "      <td>1.534794</td>\n",
              "      <td>1.438374</td>\n",
              "      <td>0.972609</td>\n",
              "      <td>0.858793</td>\n",
              "      <td>1.013168</td>\n",
              "      <td>1.375236</td>\n",
              "      <td>2.423937</td>\n",
              "      <td>1.076589</td>\n",
              "      <td>1.497592</td>\n",
              "      <td>1.34165</td>\n",
              "      <td>1.786143</td>\n",
              "      <td>1.122938</td>\n",
              "      <td>1.44117</td>\n",
              "      <td>2.056013</td>\n",
              "      <td>1.369059</td>\n",
              "      <td>1.577999</td>\n",
              "      <td>1.122663</td>\n",
              "      <td>0.421096</td>\n",
              "      <td>2.555446</td>\n",
              "      <td>0.983073</td>\n",
              "      <td>0.796355</td>\n",
              "      <td>0.838327</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.88609</td>\n",
              "      <td>...</td>\n",
              "      <td>1.252586</td>\n",
              "      <td>0.99872</td>\n",
              "      <td>1.14083</td>\n",
              "      <td>1.757916</td>\n",
              "      <td>1.725644</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.127031</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.413828</td>\n",
              "      <td>1.378707</td>\n",
              "      <td>0.995603</td>\n",
              "      <td>1.07763</td>\n",
              "      <td>0.631085</td>\n",
              "      <td>0.459061</td>\n",
              "      <td>0.644999</td>\n",
              "      <td>0.650112</td>\n",
              "      <td>0.499681</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.492872</td>\n",
              "      <td>6.122815</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.678694</td>\n",
              "      <td>0.826089</td>\n",
              "      <td>1.150476</td>\n",
              "      <td>1.234048</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.359287</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.192152</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.323319</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.00811</td>\n",
              "      <td>0.993128</td>\n",
              "      <td>1.327446</td>\n",
              "      <td>1</td>\n",
              "      <td>0.908844</td>\n",
              "      <td>0.386071</td>\n",
              "      <td>2.099567</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>31621.0</td>\n",
              "      <td>1.129634</td>\n",
              "      <td>1.453563</td>\n",
              "      <td>0.694237</td>\n",
              "      <td>0.863372</td>\n",
              "      <td>0.919647</td>\n",
              "      <td>1.306207</td>\n",
              "      <td>0.905393</td>\n",
              "      <td>0.685558</td>\n",
              "      <td>0.834137</td>\n",
              "      <td>0.622885</td>\n",
              "      <td>0.688114</td>\n",
              "      <td>1.260617</td>\n",
              "      <td>0.90963</td>\n",
              "      <td>0.667545</td>\n",
              "      <td>0.783658</td>\n",
              "      <td>0.811918</td>\n",
              "      <td>1.056366</td>\n",
              "      <td>0.853196</td>\n",
              "      <td>0.496488</td>\n",
              "      <td>0.405663</td>\n",
              "      <td>0.993476</td>\n",
              "      <td>2.117134</td>\n",
              "      <td>0.556442</td>\n",
              "      <td>0.914239</td>\n",
              "      <td>0.859355</td>\n",
              "      <td>0.917425</td>\n",
              "      <td>0.688007</td>\n",
              "      <td>0.944126</td>\n",
              "      <td>1.036742</td>\n",
              "      <td>0.734309</td>\n",
              "      <td>1.871473</td>\n",
              "      <td>0.699572</td>\n",
              "      <td>0.561985</td>\n",
              "      <td>2.997504</td>\n",
              "      <td>0.689432</td>\n",
              "      <td>0.361351</td>\n",
              "      <td>0.450645</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.529007</td>\n",
              "      <td>...</td>\n",
              "      <td>0.66813</td>\n",
              "      <td>0.683661</td>\n",
              "      <td>0.767574</td>\n",
              "      <td>0.931736</td>\n",
              "      <td>0.441403</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.464735</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.092913</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>4.025558</td>\n",
              "      <td>0.450195</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.358691</td>\n",
              "      <td>1.372984</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.095201</td>\n",
              "      <td>2.07661</td>\n",
              "      <td>0.855422</td>\n",
              "      <td>0.672447</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.419901</td>\n",
              "      <td>0.935549</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.555337</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.475236</td>\n",
              "      <td>0.682886</td>\n",
              "      <td>0.985239</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.878234</td>\n",
              "      <td>0.820693</td>\n",
              "      <td>0.550027</td>\n",
              "      <td>0.512425</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.464993</td>\n",
              "      <td>0.853675</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>31663.0</td>\n",
              "      <td>0.649654</td>\n",
              "      <td>0.859758</td>\n",
              "      <td>0.578388</td>\n",
              "      <td>1.18944</td>\n",
              "      <td>1.34405</td>\n",
              "      <td>0.790778</td>\n",
              "      <td>2.262043</td>\n",
              "      <td>0.478687</td>\n",
              "      <td>0.858061</td>\n",
              "      <td>0.760104</td>\n",
              "      <td>1.395978</td>\n",
              "      <td>1.324864</td>\n",
              "      <td>0.690768</td>\n",
              "      <td>0.746823</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>2.01773</td>\n",
              "      <td>1.403562</td>\n",
              "      <td>1.128273</td>\n",
              "      <td>2.289125</td>\n",
              "      <td>0.429417</td>\n",
              "      <td>1.381253</td>\n",
              "      <td>2.489866</td>\n",
              "      <td>0.345342</td>\n",
              "      <td>5.608512</td>\n",
              "      <td>1.185392</td>\n",
              "      <td>0.236742</td>\n",
              "      <td>0.964846</td>\n",
              "      <td>7.939462</td>\n",
              "      <td>1.868109</td>\n",
              "      <td>1.190248</td>\n",
              "      <td>0.404092</td>\n",
              "      <td>1.558917</td>\n",
              "      <td>0.527051</td>\n",
              "      <td>0.411414</td>\n",
              "      <td>9.651102</td>\n",
              "      <td>0.945817</td>\n",
              "      <td>1.09399</td>\n",
              "      <td>1.007818</td>\n",
              "      <td>0.774953</td>\n",
              "      <td>...</td>\n",
              "      <td>1.429406</td>\n",
              "      <td>0.833514</td>\n",
              "      <td>0.803478</td>\n",
              "      <td>1.344807</td>\n",
              "      <td>0.068374</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.329552</td>\n",
              "      <td>1</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.984901</td>\n",
              "      <td>0.257989</td>\n",
              "      <td>0.693483</td>\n",
              "      <td>0.860503</td>\n",
              "      <td>0.954447</td>\n",
              "      <td>1.934512</td>\n",
              "      <td>1.021927</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.935736</td>\n",
              "      <td>3.00109</td>\n",
              "      <td>9.222006</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.49913</td>\n",
              "      <td>1.14773</td>\n",
              "      <td>1.269415</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.630349</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.929966</td>\n",
              "      <td>1.584879</td>\n",
              "      <td>0.568143</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.62905</td>\n",
              "      <td>1.366675</td>\n",
              "      <td>2.425308</td>\n",
              "      <td>1.097115</td>\n",
              "      <td>1.102738</td>\n",
              "      <td>1.169712</td>\n",
              "      <td>2.64878</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>31665.0</td>\n",
              "      <td>1.173605</td>\n",
              "      <td>1.337823</td>\n",
              "      <td>1.008263</td>\n",
              "      <td>1.70966</td>\n",
              "      <td>1.089383</td>\n",
              "      <td>1.200191</td>\n",
              "      <td>1.270907</td>\n",
              "      <td>0.895281</td>\n",
              "      <td>1.314709</td>\n",
              "      <td>0.847116</td>\n",
              "      <td>0.970366</td>\n",
              "      <td>0.458303</td>\n",
              "      <td>0.369107</td>\n",
              "      <td>1.046959</td>\n",
              "      <td>1.730726</td>\n",
              "      <td>1.131206</td>\n",
              "      <td>0.507089</td>\n",
              "      <td>0.880521</td>\n",
              "      <td>0.91283</td>\n",
              "      <td>0.297162</td>\n",
              "      <td>0.925972</td>\n",
              "      <td>0.804004</td>\n",
              "      <td>0.551922</td>\n",
              "      <td>1.108009</td>\n",
              "      <td>0.92444</td>\n",
              "      <td>0.326386</td>\n",
              "      <td>1.052008</td>\n",
              "      <td>0.932437</td>\n",
              "      <td>0.660227</td>\n",
              "      <td>1.424906</td>\n",
              "      <td>0.920238</td>\n",
              "      <td>1.493515</td>\n",
              "      <td>0.890841</td>\n",
              "      <td>3.235142</td>\n",
              "      <td>1.151055</td>\n",
              "      <td>1.036977</td>\n",
              "      <td>1.191443</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.490807</td>\n",
              "      <td>...</td>\n",
              "      <td>0.946721</td>\n",
              "      <td>1.172234</td>\n",
              "      <td>1.214818</td>\n",
              "      <td>1.005314</td>\n",
              "      <td>1.309818</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.599192</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.669224</td>\n",
              "      <td>0.868253</td>\n",
              "      <td>0.271017</td>\n",
              "      <td>0.750656</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1</td>\n",
              "      <td>1.43358</td>\n",
              "      <td>0.557261</td>\n",
              "      <td>0.907192</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.971397</td>\n",
              "      <td>0.870872</td>\n",
              "      <td>0.798856</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.248793</td>\n",
              "      <td>0.737103</td>\n",
              "      <td>1.469712</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797209</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.583978</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.181882</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.794211</td>\n",
              "      <td>0.980537</td>\n",
              "      <td>1.022366</td>\n",
              "      <td>1.504763</td>\n",
              "      <td>0.533906</td>\n",
              "      <td>0.630187</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>31667.0</td>\n",
              "      <td>1.176443</td>\n",
              "      <td>1.280832</td>\n",
              "      <td>1.012433</td>\n",
              "      <td>0.993705</td>\n",
              "      <td>1.027258</td>\n",
              "      <td>1.121342</td>\n",
              "      <td>1.199083</td>\n",
              "      <td>1.000726</td>\n",
              "      <td>1.057201</td>\n",
              "      <td>0.892185</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>1.056183</td>\n",
              "      <td>1.205519</td>\n",
              "      <td>0.954338</td>\n",
              "      <td>0.861938</td>\n",
              "      <td>1.15192</td>\n",
              "      <td>0.810846</td>\n",
              "      <td>0.801423</td>\n",
              "      <td>0.994666</td>\n",
              "      <td>0.751215</td>\n",
              "      <td>1.017659</td>\n",
              "      <td>1.126791</td>\n",
              "      <td>1.650794</td>\n",
              "      <td>1.220373</td>\n",
              "      <td>1</td>\n",
              "      <td>1.088433</td>\n",
              "      <td>0.822774</td>\n",
              "      <td>1.022121</td>\n",
              "      <td>0.952355</td>\n",
              "      <td>1.060299</td>\n",
              "      <td>1.366776</td>\n",
              "      <td>1.529175</td>\n",
              "      <td>2.037821</td>\n",
              "      <td>0.233995</td>\n",
              "      <td>0.789786</td>\n",
              "      <td>1.038825</td>\n",
              "      <td>1.253809</td>\n",
              "      <td>0.615637</td>\n",
              "      <td>1.412148</td>\n",
              "      <td>...</td>\n",
              "      <td>0.879911</td>\n",
              "      <td>1.014263</td>\n",
              "      <td>0.941857</td>\n",
              "      <td>1.543674</td>\n",
              "      <td>0.450792</td>\n",
              "      <td>1.370969</td>\n",
              "      <td>1.118656</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.889719</td>\n",
              "      <td>0.70562</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>0.957023</td>\n",
              "      <td>1.262198</td>\n",
              "      <td>0.978073</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.774655</td>\n",
              "      <td>0.426885</td>\n",
              "      <td>1.511636</td>\n",
              "      <td>1.052527</td>\n",
              "      <td>0.993529</td>\n",
              "      <td>0.83174</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.048444</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.154653</td>\n",
              "      <td>0.617185</td>\n",
              "      <td>0.827282</td>\n",
              "      <td>0.901543</td>\n",
              "      <td>1.01509</td>\n",
              "      <td>1.5855</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.956384</td>\n",
              "      <td>1.246561</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>31669.0</td>\n",
              "      <td>1.477157</td>\n",
              "      <td>1.515333</td>\n",
              "      <td>1.00478</td>\n",
              "      <td>0.817453</td>\n",
              "      <td>0.936768</td>\n",
              "      <td>1.16161</td>\n",
              "      <td>1.000746</td>\n",
              "      <td>1.49686</td>\n",
              "      <td>1.430965</td>\n",
              "      <td>1.35015</td>\n",
              "      <td>0.907156</td>\n",
              "      <td>0.943817</td>\n",
              "      <td>0.810352</td>\n",
              "      <td>1.302476</td>\n",
              "      <td>1.347132</td>\n",
              "      <td>0.605414</td>\n",
              "      <td>0.883887</td>\n",
              "      <td>0.752734</td>\n",
              "      <td>0.691836</td>\n",
              "      <td>0.892282</td>\n",
              "      <td>0.796908</td>\n",
              "      <td>0.55077</td>\n",
              "      <td>0.642354</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.935985</td>\n",
              "      <td>1.260669</td>\n",
              "      <td>1.036158</td>\n",
              "      <td>0.977879</td>\n",
              "      <td>0.694063</td>\n",
              "      <td>1.052615</td>\n",
              "      <td>1.202874</td>\n",
              "      <td>1.003582</td>\n",
              "      <td>2.145542</td>\n",
              "      <td>2.153648</td>\n",
              "      <td>0.83078</td>\n",
              "      <td>0.636392</td>\n",
              "      <td>1.369612</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.535214</td>\n",
              "      <td>...</td>\n",
              "      <td>0.841839</td>\n",
              "      <td>1.00128</td>\n",
              "      <td>1.086354</td>\n",
              "      <td>0.785502</td>\n",
              "      <td>1.360987</td>\n",
              "      <td>0.88222</td>\n",
              "      <td>2.269404</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.972341</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.899221</td>\n",
              "      <td>1.095808</td>\n",
              "      <td>0.903442</td>\n",
              "      <td>1.086209</td>\n",
              "      <td>1.1975</td>\n",
              "      <td>1.095988</td>\n",
              "      <td>0.773055</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.292991</td>\n",
              "      <td>0.352058</td>\n",
              "      <td>0.952393</td>\n",
              "      <td>0.947473</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>1.141822</td>\n",
              "      <td>0.63772</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.723136</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.905048</td>\n",
              "      <td>1.173341</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.222085</td>\n",
              "      <td>0.974221</td>\n",
              "      <td>0.718797</td>\n",
              "      <td>0.926742</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>3.606056</td>\n",
              "      <td>0.924637</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>31671.0</td>\n",
              "      <td>1.033765</td>\n",
              "      <td>1.410074</td>\n",
              "      <td>1.008718</td>\n",
              "      <td>1.006295</td>\n",
              "      <td>1.168826</td>\n",
              "      <td>1.176176</td>\n",
              "      <td>1.322374</td>\n",
              "      <td>2.084526</td>\n",
              "      <td>2.364552</td>\n",
              "      <td>0.832645</td>\n",
              "      <td>1.125088</td>\n",
              "      <td>1.18962</td>\n",
              "      <td>1.189953</td>\n",
              "      <td>0.982366</td>\n",
              "      <td>1.303603</td>\n",
              "      <td>0.8719</td>\n",
              "      <td>0.879147</td>\n",
              "      <td>1.161537</td>\n",
              "      <td>0.732368</td>\n",
              "      <td>1.13539</td>\n",
              "      <td>1.087605</td>\n",
              "      <td>0.765492</td>\n",
              "      <td>0.68368</td>\n",
              "      <td>1.001556</td>\n",
              "      <td>1.154463</td>\n",
              "      <td>0.327095</td>\n",
              "      <td>1.030191</td>\n",
              "      <td>0.971882</td>\n",
              "      <td>0.805771</td>\n",
              "      <td>1.221451</td>\n",
              "      <td>1.05763</td>\n",
              "      <td>0.996418</td>\n",
              "      <td>0.628681</td>\n",
              "      <td>1.145121</td>\n",
              "      <td>2.332344</td>\n",
              "      <td>1.045981</td>\n",
              "      <td>1.820993</td>\n",
              "      <td>0.716042</td>\n",
              "      <td>1.571104</td>\n",
              "      <td>...</td>\n",
              "      <td>0.81929</td>\n",
              "      <td>1.493846</td>\n",
              "      <td>1.613441</td>\n",
              "      <td>1.988735</td>\n",
              "      <td>0.950736</td>\n",
              "      <td>0.607286</td>\n",
              "      <td>1.746481</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.753372</td>\n",
              "      <td>0.915027</td>\n",
              "      <td>1.324582</td>\n",
              "      <td>1.223611</td>\n",
              "      <td>2.114149</td>\n",
              "      <td>2.322455</td>\n",
              "      <td>0.750928</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.497258</td>\n",
              "      <td>0.486587</td>\n",
              "      <td>0.75043</td>\n",
              "      <td>1.223126</td>\n",
              "      <td>0.935957</td>\n",
              "      <td>0.793998</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.338151</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.075236</td>\n",
              "      <td>0.937293</td>\n",
              "      <td>1.741017</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.057297</td>\n",
              "      <td>0.970629</td>\n",
              "      <td>0.878577</td>\n",
              "      <td>1.84338</td>\n",
              "      <td>1.360568</td>\n",
              "      <td>1.578952</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>31673.0</td>\n",
              "      <td>0.998955</td>\n",
              "      <td>1.245138</td>\n",
              "      <td>1.666029</td>\n",
              "      <td>1.77043</td>\n",
              "      <td>1.041285</td>\n",
              "      <td>1.009646</td>\n",
              "      <td>1.046945</td>\n",
              "      <td>1.009034</td>\n",
              "      <td>0.864138</td>\n",
              "      <td>0.961596</td>\n",
              "      <td>1.161545</td>\n",
              "      <td>0.483112</td>\n",
              "      <td>1.310985</td>\n",
              "      <td>0.994481</td>\n",
              "      <td>0.919011</td>\n",
              "      <td>1.240488</td>\n",
              "      <td>0.733828</td>\n",
              "      <td>1.300055</td>\n",
              "      <td>1.175017</td>\n",
              "      <td>0.998602</td>\n",
              "      <td>0.993952</td>\n",
              "      <td>0.769082</td>\n",
              "      <td>2.314845</td>\n",
              "      <td>0.469751</td>\n",
              "      <td>1.371769</td>\n",
              "      <td>0.430697</td>\n",
              "      <td>0.930512</td>\n",
              "      <td>1.363608</td>\n",
              "      <td>1.169351</td>\n",
              "      <td>0.941743</td>\n",
              "      <td>0.94237</td>\n",
              "      <td>1.151763</td>\n",
              "      <td>1.001661</td>\n",
              "      <td>2.707046</td>\n",
              "      <td>0.852652</td>\n",
              "      <td>1.73131</td>\n",
              "      <td>0.798582</td>\n",
              "      <td>0.992182</td>\n",
              "      <td>0.711116</td>\n",
              "      <td>...</td>\n",
              "      <td>1.206131</td>\n",
              "      <td>0.892226</td>\n",
              "      <td>0.896942</td>\n",
              "      <td>1.056443</td>\n",
              "      <td>2.311154</td>\n",
              "      <td>0.575969</td>\n",
              "      <td>3.182494</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.168463</td>\n",
              "      <td>1</td>\n",
              "      <td>0.499442</td>\n",
              "      <td>1.122036</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.374115</td>\n",
              "      <td>2.008913</td>\n",
              "      <td>0.815083</td>\n",
              "      <td>0.809832</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.40712</td>\n",
              "      <td>0.564316</td>\n",
              "      <td>1.372079</td>\n",
              "      <td>1.543889</td>\n",
              "      <td>0.926315</td>\n",
              "      <td>1.856346</td>\n",
              "      <td>1.159214</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.972937</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.984817</td>\n",
              "      <td>1</td>\n",
              "      <td>0.990214</td>\n",
              "      <td>1</td>\n",
              "      <td>1.329055</td>\n",
              "      <td>0.979914</td>\n",
              "      <td>1.013123</td>\n",
              "      <td>3.288949</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.70781</td>\n",
              "      <td>0.991363</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>31675.0</td>\n",
              "      <td>0.936832</td>\n",
              "      <td>0.954382</td>\n",
              "      <td>1.730699</td>\n",
              "      <td>1.609744</td>\n",
              "      <td>0.918458</td>\n",
              "      <td>0.83833</td>\n",
              "      <td>0.958175</td>\n",
              "      <td>0.97484</td>\n",
              "      <td>1.30274</td>\n",
              "      <td>1.0081</td>\n",
              "      <td>1.071778</td>\n",
              "      <td>0.5842</td>\n",
              "      <td>1.659558</td>\n",
              "      <td>1.03583</td>\n",
              "      <td>1.288311</td>\n",
              "      <td>1.329015</td>\n",
              "      <td>0.827042</td>\n",
              "      <td>0.751159</td>\n",
              "      <td>1.500808</td>\n",
              "      <td>1.438343</td>\n",
              "      <td>1.035005</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.848875</td>\n",
              "      <td>1</td>\n",
              "      <td>1.303395</td>\n",
              "      <td>2.676167</td>\n",
              "      <td>1.061669</td>\n",
              "      <td>1.155227</td>\n",
              "      <td>1.464764</td>\n",
              "      <td>1.236421</td>\n",
              "      <td>1.148633</td>\n",
              "      <td>1.416156</td>\n",
              "      <td>0.822718</td>\n",
              "      <td>1.110929</td>\n",
              "      <td>1.053706</td>\n",
              "      <td>1.472752</td>\n",
              "      <td>0.518619</td>\n",
              "      <td>0.913432</td>\n",
              "      <td>0.417373</td>\n",
              "      <td>...</td>\n",
              "      <td>1.244321</td>\n",
              "      <td>0.625559</td>\n",
              "      <td>0.75409</td>\n",
              "      <td>0.748727</td>\n",
              "      <td>1.619288</td>\n",
              "      <td>1.303411</td>\n",
              "      <td>3.679771</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.451626</td>\n",
              "      <td>0.640395</td>\n",
              "      <td>5.099238</td>\n",
              "      <td>1.331513</td>\n",
              "      <td>0.91898</td>\n",
              "      <td>1.023865</td>\n",
              "      <td>1.721043</td>\n",
              "      <td>2.307263</td>\n",
              "      <td>1.600263</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.579214</td>\n",
              "      <td>0.349</td>\n",
              "      <td>1.851077</td>\n",
              "      <td>1.590418</td>\n",
              "      <td>1.126912</td>\n",
              "      <td>1.549157</td>\n",
              "      <td>0.722288</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.919197</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.42696</td>\n",
              "      <td>0.548558</td>\n",
              "      <td>0.800154</td>\n",
              "      <td>2.822969</td>\n",
              "      <td>0.800657</td>\n",
              "      <td>1.004661</td>\n",
              "      <td>1.735245</td>\n",
              "      <td>2.510397</td>\n",
              "      <td>1</td>\n",
              "      <td>0.741792</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>31677.0</td>\n",
              "      <td>0.973135</td>\n",
              "      <td>1.014846</td>\n",
              "      <td>1.131877</td>\n",
              "      <td>1.315339</td>\n",
              "      <td>0.916073</td>\n",
              "      <td>1.048994</td>\n",
              "      <td>0.999254</td>\n",
              "      <td>1.077945</td>\n",
              "      <td>1.036224</td>\n",
              "      <td>1.325095</td>\n",
              "      <td>1.215804</td>\n",
              "      <td>0.737041</td>\n",
              "      <td>1.630367</td>\n",
              "      <td>1.118146</td>\n",
              "      <td>0.953074</td>\n",
              "      <td>0.832701</td>\n",
              "      <td>1.029462</td>\n",
              "      <td>0.848124</td>\n",
              "      <td>1.017725</td>\n",
              "      <td>1.344724</td>\n",
              "      <td>0.87678</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.923411</td>\n",
              "      <td>0.389095</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>1.542639</td>\n",
              "      <td>1.072866</td>\n",
              "      <td>0.976067</td>\n",
              "      <td>0.807061</td>\n",
              "      <td>1.060159</td>\n",
              "      <td>1.527685</td>\n",
              "      <td>1.420371</td>\n",
              "      <td>1.960153</td>\n",
              "      <td>2.493416</td>\n",
              "      <td>2.218925</td>\n",
              "      <td>1.375862</td>\n",
              "      <td>1.266808</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.064757</td>\n",
              "      <td>...</td>\n",
              "      <td>1.022674</td>\n",
              "      <td>1.041361</td>\n",
              "      <td>1.004206</td>\n",
              "      <td>0.746167</td>\n",
              "      <td>2.281453</td>\n",
              "      <td>0.676084</td>\n",
              "      <td>3.192781</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.980762</td>\n",
              "      <td>0.759818</td>\n",
              "      <td>0.818494</td>\n",
              "      <td>1.449729</td>\n",
              "      <td>0.825682</td>\n",
              "      <td>1.199594</td>\n",
              "      <td>1.305104</td>\n",
              "      <td>1.021329</td>\n",
              "      <td>0.412848</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.270012</td>\n",
              "      <td>1.129128</td>\n",
              "      <td>1.442064</td>\n",
              "      <td>2.24359</td>\n",
              "      <td>1.261841</td>\n",
              "      <td>1.344998</td>\n",
              "      <td>1.035153</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.027063</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.152692</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.97787</td>\n",
              "      <td>1.530474</td>\n",
              "      <td>1.399125</td>\n",
              "      <td>0.819362</td>\n",
              "      <td>0.765243</td>\n",
              "      <td>2.342162</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.093509</td>\n",
              "      <td>0.959835</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>31679.0</td>\n",
              "      <td>0.994376</td>\n",
              "      <td>1.082432</td>\n",
              "      <td>0.623487</td>\n",
              "      <td>0.582838</td>\n",
              "      <td>0.832373</td>\n",
              "      <td>0.880104</td>\n",
              "      <td>0.577831</td>\n",
              "      <td>0.856637</td>\n",
              "      <td>0.607677</td>\n",
              "      <td>1.004322</td>\n",
              "      <td>0.603509</td>\n",
              "      <td>1.206013</td>\n",
              "      <td>0.825867</td>\n",
              "      <td>1.161294</td>\n",
              "      <td>0.753631</td>\n",
              "      <td>0.30678</td>\n",
              "      <td>0.970538</td>\n",
              "      <td>0.968958</td>\n",
              "      <td>0.486715</td>\n",
              "      <td>1.510717</td>\n",
              "      <td>0.830713</td>\n",
              "      <td>0.597928</td>\n",
              "      <td>2.397124</td>\n",
              "      <td>0.533709</td>\n",
              "      <td>1.123972</td>\n",
              "      <td>3.784248</td>\n",
              "      <td>1.085178</td>\n",
              "      <td>0.570706</td>\n",
              "      <td>0.484762</td>\n",
              "      <td>0.947385</td>\n",
              "      <td>0.60666</td>\n",
              "      <td>0.548808</td>\n",
              "      <td>1.323842</td>\n",
              "      <td>0.701042</td>\n",
              "      <td>2.695141</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>1.503932</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>1.254409</td>\n",
              "      <td>...</td>\n",
              "      <td>0.445198</td>\n",
              "      <td>1.116129</td>\n",
              "      <td>1.174203</td>\n",
              "      <td>0.701494</td>\n",
              "      <td>0.341876</td>\n",
              "      <td>2.816797</td>\n",
              "      <td>0.109902</td>\n",
              "      <td>0.636547</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.099757</td>\n",
              "      <td>0.850668</td>\n",
              "      <td>0.952828</td>\n",
              "      <td>1.080731</td>\n",
              "      <td>0.836421</td>\n",
              "      <td>4.982064</td>\n",
              "      <td>4.066973</td>\n",
              "      <td>1.975505</td>\n",
              "      <td>0.690096</td>\n",
              "      <td>0.397152</td>\n",
              "      <td>0.482893</td>\n",
              "      <td>1.910333</td>\n",
              "      <td>4.7625</td>\n",
              "      <td>0.689825</td>\n",
              "      <td>1.007347</td>\n",
              "      <td>1</td>\n",
              "      <td>1.972115</td>\n",
              "      <td>0.770356</td>\n",
              "      <td>11.793053</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>219.234573</td>\n",
              "      <td>1.588088</td>\n",
              "      <td>8.22909</td>\n",
              "      <td>0.983252</td>\n",
              "      <td>1.061479</td>\n",
              "      <td>0.387619</td>\n",
              "      <td>0.403674</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.90346</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>31681.0</td>\n",
              "      <td>0.987105</td>\n",
              "      <td>0.951211</td>\n",
              "      <td>1</td>\n",
              "      <td>1.113057</td>\n",
              "      <td>0.918301</td>\n",
              "      <td>0.979617</td>\n",
              "      <td>0.561837</td>\n",
              "      <td>0.905153</td>\n",
              "      <td>0.507396</td>\n",
              "      <td>0.756016</td>\n",
              "      <td>0.637654</td>\n",
              "      <td>0.325999</td>\n",
              "      <td>0.748262</td>\n",
              "      <td>0.919917</td>\n",
              "      <td>0.640495</td>\n",
              "      <td>0.825376</td>\n",
              "      <td>0.560755</td>\n",
              "      <td>1.068844</td>\n",
              "      <td>0.615648</td>\n",
              "      <td>0.449156</td>\n",
              "      <td>0.587313</td>\n",
              "      <td>0.477661</td>\n",
              "      <td>1.899685</td>\n",
              "      <td>0.709135</td>\n",
              "      <td>0.455575</td>\n",
              "      <td>0.262687</td>\n",
              "      <td>0.841067</td>\n",
              "      <td>0.664621</td>\n",
              "      <td>0.995972</td>\n",
              "      <td>0.336452</td>\n",
              "      <td>0.40901</td>\n",
              "      <td>0.429729</td>\n",
              "      <td>0.41531</td>\n",
              "      <td>0.510082</td>\n",
              "      <td>0.212168</td>\n",
              "      <td>0.910304</td>\n",
              "      <td>0.38382</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.409072</td>\n",
              "      <td>...</td>\n",
              "      <td>0.792844</td>\n",
              "      <td>0.511754</td>\n",
              "      <td>0.664074</td>\n",
              "      <td>0.297722</td>\n",
              "      <td>0.82277</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.026119</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.096168</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.717851</td>\n",
              "      <td>0.811063</td>\n",
              "      <td>0.681544</td>\n",
              "      <td>0.547086</td>\n",
              "      <td>0.667795</td>\n",
              "      <td>0.356732</td>\n",
              "      <td>1.110272</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.636537</td>\n",
              "      <td>0.409821</td>\n",
              "      <td>0.679033</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.154852</td>\n",
              "      <td>0.617068</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.679373</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.569743</td>\n",
              "      <td>0.390843</td>\n",
              "      <td>0.922787</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.882425</td>\n",
              "      <td>0.890851</td>\n",
              "      <td>0.658861</td>\n",
              "      <td>0.832549</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.657851</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>31683.0</td>\n",
              "      <td>1.198148</td>\n",
              "      <td>0.905179</td>\n",
              "      <td>0.679442</td>\n",
              "      <td>0.912933</td>\n",
              "      <td>1.037474</td>\n",
              "      <td>1.001122</td>\n",
              "      <td>0.988903</td>\n",
              "      <td>1.668542</td>\n",
              "      <td>1.493469</td>\n",
              "      <td>1.594656</td>\n",
              "      <td>1.304453</td>\n",
              "      <td>0.725361</td>\n",
              "      <td>1.631034</td>\n",
              "      <td>1.184411</td>\n",
              "      <td>1.309536</td>\n",
              "      <td>0.653214</td>\n",
              "      <td>0.806519</td>\n",
              "      <td>0.814456</td>\n",
              "      <td>0.797499</td>\n",
              "      <td>1.090433</td>\n",
              "      <td>0.925833</td>\n",
              "      <td>0.43742</td>\n",
              "      <td>1.796965</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>1.03907</td>\n",
              "      <td>1.082575</td>\n",
              "      <td>1.182396</td>\n",
              "      <td>0.666772</td>\n",
              "      <td>1.004028</td>\n",
              "      <td>1.143116</td>\n",
              "      <td>1.188627</td>\n",
              "      <td>0.873727</td>\n",
              "      <td>2.421493</td>\n",
              "      <td>0.367526</td>\n",
              "      <td>0.894927</td>\n",
              "      <td>1</td>\n",
              "      <td>3.64724</td>\n",
              "      <td>1.394609</td>\n",
              "      <td>2.788681</td>\n",
              "      <td>...</td>\n",
              "      <td>0.977326</td>\n",
              "      <td>1.184865</td>\n",
              "      <td>1.22324</td>\n",
              "      <td>1.558704</td>\n",
              "      <td>1.856593</td>\n",
              "      <td>1.353425</td>\n",
              "      <td>2.052982</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.666682</td>\n",
              "      <td>1.52253</td>\n",
              "      <td>0.500003</td>\n",
              "      <td>1.690199</td>\n",
              "      <td>1.410518</td>\n",
              "      <td>1.416767</td>\n",
              "      <td>1.831957</td>\n",
              "      <td>0.694988</td>\n",
              "      <td>0.884223</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.254873</td>\n",
              "      <td>0.734807</td>\n",
              "      <td>0.683746</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.042978</td>\n",
              "      <td>1.20741</td>\n",
              "      <td>0.411727</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.163042</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>1.385964</td>\n",
              "      <td>1.327785</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.177422</td>\n",
              "      <td>1.029049</td>\n",
              "      <td>0.912203</td>\n",
              "      <td>0.681972</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.826854</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>31685.0</td>\n",
              "      <td>1.095873</td>\n",
              "      <td>0.594371</td>\n",
              "      <td>0.661244</td>\n",
              "      <td>0.637268</td>\n",
              "      <td>0.843325</td>\n",
              "      <td>0.988598</td>\n",
              "      <td>0.918995</td>\n",
              "      <td>1.22502</td>\n",
              "      <td>1.665352</td>\n",
              "      <td>1.141219</td>\n",
              "      <td>1.305176</td>\n",
              "      <td>1.089602</td>\n",
              "      <td>2.769817</td>\n",
              "      <td>1.36957</td>\n",
              "      <td>1.905926</td>\n",
              "      <td>0.459632</td>\n",
              "      <td>1.286047</td>\n",
              "      <td>0.619519</td>\n",
              "      <td>0.884707</td>\n",
              "      <td>1.526313</td>\n",
              "      <td>1.112893</td>\n",
              "      <td>0.364051</td>\n",
              "      <td>2.141504</td>\n",
              "      <td>1.521418</td>\n",
              "      <td>0.797929</td>\n",
              "      <td>2.714377</td>\n",
              "      <td>1.234718</td>\n",
              "      <td>0.803444</td>\n",
              "      <td>0.569471</td>\n",
              "      <td>1.655069</td>\n",
              "      <td>1.736036</td>\n",
              "      <td>0.888071</td>\n",
              "      <td>2.908652</td>\n",
              "      <td>1.807001</td>\n",
              "      <td>0.476732</td>\n",
              "      <td>1.142894</td>\n",
              "      <td>0.646614</td>\n",
              "      <td>0.674438</td>\n",
              "      <td>0.435845</td>\n",
              "      <td>...</td>\n",
              "      <td>0.672912</td>\n",
              "      <td>1.514836</td>\n",
              "      <td>1.212154</td>\n",
              "      <td>1.170193</td>\n",
              "      <td>1.704578</td>\n",
              "      <td>1.463853</td>\n",
              "      <td>1.931168</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.150174</td>\n",
              "      <td>1.158512</td>\n",
              "      <td>1.040113</td>\n",
              "      <td>1.271958</td>\n",
              "      <td>1.047172</td>\n",
              "      <td>1.097282</td>\n",
              "      <td>1.589883</td>\n",
              "      <td>0.528797</td>\n",
              "      <td>0.913825</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.06181</td>\n",
              "      <td>2.326109</td>\n",
              "      <td>0.350354</td>\n",
              "      <td>1.532022</td>\n",
              "      <td>1.305806</td>\n",
              "      <td>1.044081</td>\n",
              "      <td>1.154047</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.713379</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.903157</td>\n",
              "      <td>0.651935</td>\n",
              "      <td>1.009786</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.008099</td>\n",
              "      <td>0.980407</td>\n",
              "      <td>0.789353</td>\n",
              "      <td>1.421908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.272391</td>\n",
              "      <td>0.844353</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>0.981184</td>\n",
              "      <td>1.063031</td>\n",
              "      <td>0.90563</td>\n",
              "      <td>0.809902</td>\n",
              "      <td>0.897319</td>\n",
              "      <td>0.934056</td>\n",
              "      <td>0.919195</td>\n",
              "      <td>1.241624</td>\n",
              "      <td>0.845375</td>\n",
              "      <td>1.088757</td>\n",
              "      <td>0.949682</td>\n",
              "      <td>0.479475</td>\n",
              "      <td>3.012362</td>\n",
              "      <td>1.015067</td>\n",
              "      <td>0.832624</td>\n",
              "      <td>0.884071</td>\n",
              "      <td>0.727371</td>\n",
              "      <td>1.242522</td>\n",
              "      <td>1.16093</td>\n",
              "      <td>0.567226</td>\n",
              "      <td>0.905537</td>\n",
              "      <td>0.565853</td>\n",
              "      <td>3.448094</td>\n",
              "      <td>0.645718</td>\n",
              "      <td>0.637664</td>\n",
              "      <td>0.345704</td>\n",
              "      <td>0.923872</td>\n",
              "      <td>1.156891</td>\n",
              "      <td>0.83194</td>\n",
              "      <td>0.879664</td>\n",
              "      <td>0.613805</td>\n",
              "      <td>0.686892</td>\n",
              "      <td>1.779509</td>\n",
              "      <td>0.5063</td>\n",
              "      <td>0.539408</td>\n",
              "      <td>1.227576</td>\n",
              "      <td>0.896246</td>\n",
              "      <td>1.010251</td>\n",
              "      <td>0.735137</td>\n",
              "      <td>...</td>\n",
              "      <td>1.098948</td>\n",
              "      <td>1.305852</td>\n",
              "      <td>1.227953</td>\n",
              "      <td>0.984836</td>\n",
              "      <td>2.072887</td>\n",
              "      <td>1.599556</td>\n",
              "      <td>2.238262</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.079653</td>\n",
              "      <td>0.682076</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.821819</td>\n",
              "      <td>0.829173</td>\n",
              "      <td>0.908318</td>\n",
              "      <td>1.856207</td>\n",
              "      <td>0.79546</td>\n",
              "      <td>2.934932</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.997357</td>\n",
              "      <td>0.425172</td>\n",
              "      <td>0.60612</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.164543</td>\n",
              "      <td>1.105386</td>\n",
              "      <td>0.542315</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.835652</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.08041</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.301049</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.503245</td>\n",
              "      <td>1.197763</td>\n",
              "      <td>0.986877</td>\n",
              "      <td>1.018908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>2.400353</td>\n",
              "      <td>0.91955</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>1.266452</td>\n",
              "      <td>0.916067</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.579968</td>\n",
              "      <td>0.87892</td>\n",
              "      <td>0.980845</td>\n",
              "      <td>0.7959</td>\n",
              "      <td>1.084713</td>\n",
              "      <td>1.260157</td>\n",
              "      <td>1.485987</td>\n",
              "      <td>0.83576</td>\n",
              "      <td>0.775685</td>\n",
              "      <td>1.767729</td>\n",
              "      <td>1.149198</td>\n",
              "      <td>1.046926</td>\n",
              "      <td>0.429835</td>\n",
              "      <td>0.898148</td>\n",
              "      <td>0.594004</td>\n",
              "      <td>0.84777</td>\n",
              "      <td>1.522377</td>\n",
              "      <td>1.029582</td>\n",
              "      <td>0.493227</td>\n",
              "      <td>1.930743</td>\n",
              "      <td>0.261824</td>\n",
              "      <td>0.783081</td>\n",
              "      <td>2.512407</td>\n",
              "      <td>0.980633</td>\n",
              "      <td>0.697477</td>\n",
              "      <td>0.66177</td>\n",
              "      <td>0.713837</td>\n",
              "      <td>1.06434</td>\n",
              "      <td>0.719592</td>\n",
              "      <td>4.196291</td>\n",
              "      <td>0.244781</td>\n",
              "      <td>0.467109</td>\n",
              "      <td>0.692591</td>\n",
              "      <td>0.942196</td>\n",
              "      <td>0.521881</td>\n",
              "      <td>0.935373</td>\n",
              "      <td>...</td>\n",
              "      <td>0.661009</td>\n",
              "      <td>1.594765</td>\n",
              "      <td>1.547382</td>\n",
              "      <td>2.537613</td>\n",
              "      <td>0.873883</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.620612</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.468956</td>\n",
              "      <td>0.268082</td>\n",
              "      <td>0.731934</td>\n",
              "      <td>0.813288</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.552759</td>\n",
              "      <td>1</td>\n",
              "      <td>0.501594</td>\n",
              "      <td>1.329938</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.974365</td>\n",
              "      <td>0.349288</td>\n",
              "      <td>0.668963</td>\n",
              "      <td>0.622196</td>\n",
              "      <td>0.96571</td>\n",
              "      <td>0.851152</td>\n",
              "      <td>0.509595</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.572355</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.904229</td>\n",
              "      <td>1.691813</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.605205</td>\n",
              "      <td>0.982804</td>\n",
              "      <td>0.667623</td>\n",
              "      <td>0.614613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.66702</td>\n",
              "      <td>0.934621</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>1.343644</td>\n",
              "      <td>1.323332</td>\n",
              "      <td>0.62564</td>\n",
              "      <td>0.959722</td>\n",
              "      <td>1.046214</td>\n",
              "      <td>0.948326</td>\n",
              "      <td>1.309951</td>\n",
              "      <td>1.24985</td>\n",
              "      <td>1.985028</td>\n",
              "      <td>1.116053</td>\n",
              "      <td>1.357095</td>\n",
              "      <td>1.077358</td>\n",
              "      <td>2.287</td>\n",
              "      <td>1.005519</td>\n",
              "      <td>1.772221</td>\n",
              "      <td>1.115929</td>\n",
              "      <td>1.253826</td>\n",
              "      <td>0.794892</td>\n",
              "      <td>1.005334</td>\n",
              "      <td>1.20807</td>\n",
              "      <td>1.200286</td>\n",
              "      <td>1.02197</td>\n",
              "      <td>2.605911</td>\n",
              "      <td>0.980953</td>\n",
              "      <td>0.903276</td>\n",
              "      <td>2.645192</td>\n",
              "      <td>0.957599</td>\n",
              "      <td>1.510539</td>\n",
              "      <td>1.164942</td>\n",
              "      <td>1.307723</td>\n",
              "      <td>1.982495</td>\n",
              "      <td>1.228837</td>\n",
              "      <td>1.475044</td>\n",
              "      <td>0.512232</td>\n",
              "      <td>0.40218</td>\n",
              "      <td>1.295329</td>\n",
              "      <td>1.042043</td>\n",
              "      <td>1.39903</td>\n",
              "      <td>1.064627</td>\n",
              "      <td>...</td>\n",
              "      <td>1.11013</td>\n",
              "      <td>1.329343</td>\n",
              "      <td>1.18058</td>\n",
              "      <td>2.176491</td>\n",
              "      <td>1.938735</td>\n",
              "      <td>1</td>\n",
              "      <td>2.186889</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.528777</td>\n",
              "      <td>0.19654</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.898593</td>\n",
              "      <td>0.541481</td>\n",
              "      <td>0.945716</td>\n",
              "      <td>2.108315</td>\n",
              "      <td>1.412495</td>\n",
              "      <td>0.810479</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.652656</td>\n",
              "      <td>0.329209</td>\n",
              "      <td>0.863052</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.884332</td>\n",
              "      <td>1.217935</td>\n",
              "      <td>0.833863</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.578411</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.675356</td>\n",
              "      <td>0.396032</td>\n",
              "      <td>1.381847</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.980105</td>\n",
              "      <td>0.999037</td>\n",
              "      <td>1.155117</td>\n",
              "      <td>1.356363</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.710004</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>30 rows × 593 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "0   Sample_ID   glycine  ... thioproline 6-acetylglucose\n",
              "1     31593.0  0.764476  ...    1.149486        0.702914\n",
              "2     31595.0  0.778072  ...    0.720695        0.702914\n",
              "3     31597.0  0.994348  ...    2.197779        3.794518\n",
              "4     31599.0  0.853183  ...      1.8035        4.169416\n",
              "5     31601.0  0.830975  ...    0.719742        4.000286\n",
              "6     31603.0  0.741821  ...    0.834337        1.723053\n",
              "7     31605.0  1.345114  ...    0.345068        0.702914\n",
              "8     31607.0  1.048042  ...    0.876641        1.689853\n",
              "9     31609.0  0.955684  ...    2.634448        0.730885\n",
              "10    31611.0  0.607936  ...    1.043616        0.702914\n",
              "11    31613.0  1.001045  ...    1.343689        0.859851\n",
              "12    31615.0  1.436214  ...    0.852058        1.347943\n",
              "13    31617.0  1.200479  ...     0.67927        1.437173\n",
              "14    31619.0  1.744886  ...    0.386071        2.099567\n",
              "15    31621.0  1.129634  ...    0.464993        0.853675\n",
              "16    31663.0  0.649654  ...    1.169712         2.64878\n",
              "17    31665.0  1.173605  ...    0.630187        0.702914\n",
              "18    31667.0  1.176443  ...    0.956384        1.246561\n",
              "19    31669.0  1.477157  ...    3.606056        0.924637\n",
              "20    31671.0  1.033765  ...    1.578952        0.702914\n",
              "21    31673.0  0.998955  ...     0.70781        0.991363\n",
              "22    31675.0  0.936832  ...    0.741792        0.702914\n",
              "23    31677.0  0.973135  ...    1.093509        0.959835\n",
              "24    31679.0  0.994376  ...     1.90346        0.702914\n",
              "25    31681.0  0.987105  ...    0.657851               1\n",
              "26    31683.0  1.198148  ...    1.826854        0.702914\n",
              "27    31685.0  1.095873  ...    1.272391        0.844353\n",
              "28    31687.0  0.981184  ...    2.400353         0.91955\n",
              "29    31689.0  1.266452  ...     1.66702        0.934621\n",
              "30    31691.0  1.343644  ...    0.710004        0.702914\n",
              "\n",
              "[30 rows x 593 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 20
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "id": "0cASM8mNlDJ7",
        "outputId": "100aa8ee-c09b-4747-f867-5058ba4cbdec"
      },
      "source": [
        "info"
      ],
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>0</th>\n",
              "      <th>1</th>\n",
              "      <th>2</th>\n",
              "      <th>3</th>\n",
              "      <th>4</th>\n",
              "      <th>5</th>\n",
              "      <th>6</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>NaN</td>\n",
              "      <td>Group</td>\n",
              "      <td>Time</td>\n",
              "      <td>Aorta_Portal</td>\n",
              "      <td>Position</td>\n",
              "      <td>Position2</td>\n",
              "      <td>Animal</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31592.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P3</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P4</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31594.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P5</td>\n",
              "      <td>RYGB 8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P6</td>\n",
              "      <td>RYGB 8</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P4</td>\n",
              "      <td>WM-3 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>31688.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P5</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P6</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>31690.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P7</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>100</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P8</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>101 rows × 7 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "           0                 1        2  ...         4          5       6\n",
              "0        NaN             Group     Time  ...  Position  Position2  Animal\n",
              "1    31592.0            1_RYGB   Week 1  ...         C         P3  RYGB 7\n",
              "2    31593.0            1_RYGB   Week 1  ...         C         P4  RYGB 7\n",
              "3    31594.0            1_RYGB   Week 1  ...         C         P5  RYGB 8\n",
              "4    31595.0            1_RYGB   Week 1  ...         C         P6  RYGB 8\n",
              "..       ...               ...      ...  ...       ...        ...     ...\n",
              "96   31687.0  4_Weight Matched  Month 3  ...         J         P4  WM-3 3\n",
              "97   31688.0  4_Weight Matched  Month 3  ...         J         P5  WM-4 3\n",
              "98   31689.0  4_Weight Matched  Month 3  ...         J         P6  WM-4 3\n",
              "99   31690.0  4_Weight Matched  Month 3  ...         J         P7  WM-5 3\n",
              "100  31691.0  4_Weight Matched  Month 3  ...         J         P8  WM-5 3\n",
              "\n",
              "[101 rows x 7 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "id": "erTwEL5NlDEi",
        "outputId": "691ea984-29ec-49d5-93ad-229ed3994ff5"
      },
      "source": [
        "info.columns = info.iloc[0]\n",
        "info = info.drop(info.index[0])\n",
        "info"
      ],
      "execution_count": 22,
      "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",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>NaN</th>\n",
              "      <th>Group</th>\n",
              "      <th>Time</th>\n",
              "      <th>Aorta_Portal</th>\n",
              "      <th>Position</th>\n",
              "      <th>Position2</th>\n",
              "      <th>Animal</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31592.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P3</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P4</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31594.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P5</td>\n",
              "      <td>RYGB 8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P6</td>\n",
              "      <td>RYGB 8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>31596.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P7</td>\n",
              "      <td>RYGB 9</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P4</td>\n",
              "      <td>WM-3 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>31688.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P5</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P6</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>31690.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P7</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>100</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P8</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>100 rows × 7 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "0        NaN             Group     Time Aorta_Portal Position Position2  Animal\n",
              "1    31592.0            1_RYGB   Week 1            A        C        P3  RYGB 7\n",
              "2    31593.0            1_RYGB   Week 1            P        C        P4  RYGB 7\n",
              "3    31594.0            1_RYGB   Week 1            A        C        P5  RYGB 8\n",
              "4    31595.0            1_RYGB   Week 1            P        C        P6  RYGB 8\n",
              "5    31596.0            1_RYGB   Week 1            A        C        P7  RYGB 9\n",
              "..       ...               ...      ...          ...      ...       ...     ...\n",
              "96   31687.0  4_Weight Matched  Month 3            P        J        P4  WM-3 3\n",
              "97   31688.0  4_Weight Matched  Month 3            A        J        P5  WM-4 3\n",
              "98   31689.0  4_Weight Matched  Month 3            P        J        P6  WM-4 3\n",
              "99   31690.0  4_Weight Matched  Month 3            A        J        P7  WM-5 3\n",
              "100  31691.0  4_Weight Matched  Month 3            P        J        P8  WM-5 3\n",
              "\n",
              "[100 rows x 7 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oBJ7S1kCnDyi",
        "outputId": "d152decd-7318-41af-8a33-e85bf7aa6722"
      },
      "source": [
        "info.columns"
      ],
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index([nan, 'Group', 'Time', 'Aorta_Portal', 'Position', 'Position2',\n",
              "       'Animal'],\n",
              "      dtype='object', name=0)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "id": "LybtwN45npd2",
        "outputId": "74e7d36c-caed-4923-e52f-5a97d4d20a1c"
      },
      "source": [
        "info = info.rename(columns=str).rename(columns={'nan':'Sample_ID'})\n",
        "info"
      ],
      "execution_count": 26,
      "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",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Sample_ID</th>\n",
              "      <th>Group</th>\n",
              "      <th>Time</th>\n",
              "      <th>Aorta_Portal</th>\n",
              "      <th>Position</th>\n",
              "      <th>Position2</th>\n",
              "      <th>Animal</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31592.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P3</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P4</td>\n",
              "      <td>RYGB 7</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31594.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P5</td>\n",
              "      <td>RYGB 8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>P</td>\n",
              "      <td>C</td>\n",
              "      <td>P6</td>\n",
              "      <td>RYGB 8</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>31596.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>A</td>\n",
              "      <td>C</td>\n",
              "      <td>P7</td>\n",
              "      <td>RYGB 9</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P4</td>\n",
              "      <td>WM-3 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>31688.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P5</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P6</td>\n",
              "      <td>WM-4 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>31690.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>A</td>\n",
              "      <td>J</td>\n",
              "      <td>P7</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>100</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>P</td>\n",
              "      <td>J</td>\n",
              "      <td>P8</td>\n",
              "      <td>WM-5 3</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>100 rows × 7 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "0    Sample_ID             Group     Time  ... Position Position2  Animal\n",
              "1      31592.0            1_RYGB   Week 1  ...        C        P3  RYGB 7\n",
              "2      31593.0            1_RYGB   Week 1  ...        C        P4  RYGB 7\n",
              "3      31594.0            1_RYGB   Week 1  ...        C        P5  RYGB 8\n",
              "4      31595.0            1_RYGB   Week 1  ...        C        P6  RYGB 8\n",
              "5      31596.0            1_RYGB   Week 1  ...        C        P7  RYGB 9\n",
              "..         ...               ...      ...  ...      ...       ...     ...\n",
              "96     31687.0  4_Weight Matched  Month 3  ...        J        P4  WM-3 3\n",
              "97     31688.0  4_Weight Matched  Month 3  ...        J        P5  WM-4 3\n",
              "98     31689.0  4_Weight Matched  Month 3  ...        J        P6  WM-4 3\n",
              "99     31690.0  4_Weight Matched  Month 3  ...        J        P7  WM-5 3\n",
              "100    31691.0  4_Weight Matched  Month 3  ...        J        P8  WM-5 3\n",
              "\n",
              "[100 rows x 7 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 26
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 402
        },
        "id": "1UfeKJ3NEaoI",
        "outputId": "ffed255e-0533-46ac-d9b3-36838e1c1e00"
      },
      "source": [
        "info  = info.loc[:,[\"Sample_ID\",\"Group\",\"Time\"]] #\n",
        "info"
      ],
      "execution_count": 28,
      "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",
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              "\n",
              "    .dataframe tbody tr th {\n",
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              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Sample_ID</th>\n",
              "      <th>Group</th>\n",
              "      <th>Time</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31592.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
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              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31594.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>31596.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>31688.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>31690.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>100</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>100 rows × 3 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "0    Sample_ID             Group     Time\n",
              "1      31592.0            1_RYGB   Week 1\n",
              "2      31593.0            1_RYGB   Week 1\n",
              "3      31594.0            1_RYGB   Week 1\n",
              "4      31595.0            1_RYGB   Week 1\n",
              "5      31596.0            1_RYGB   Week 1\n",
              "..         ...               ...      ...\n",
              "96     31687.0  4_Weight Matched  Month 3\n",
              "97     31688.0  4_Weight Matched  Month 3\n",
              "98     31689.0  4_Weight Matched  Month 3\n",
              "99     31690.0  4_Weight Matched  Month 3\n",
              "100    31691.0  4_Weight Matched  Month 3\n",
              "\n",
              "[100 rows x 3 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 28
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "A1RVI6tDmQAC",
        "outputId": "f608f71f-b75e-4193-98c8-ce75d0ad605e"
      },
      "source": [
        "df_join = pd.merge(info, metabolite, on=['Sample_ID'])\n",
        "df_join"
      ],
      "execution_count": 30,
      "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>Sample_ID</th>\n",
              "      <th>Group</th>\n",
              "      <th>Time</th>\n",
              "      <th>glycine</th>\n",
              "      <th>N-acetylglycine</th>\n",
              "      <th>sarcosine</th>\n",
              "      <th>dimethylglycine</th>\n",
              "      <th>betaine</th>\n",
              "      <th>serine</th>\n",
              "      <th>N-acetylserine</th>\n",
              "      <th>threonine</th>\n",
              "      <th>N-acetylthreonine</th>\n",
              "      <th>alanine</th>\n",
              "      <th>N-acetylalanine</th>\n",
              "      <th>aspartate</th>\n",
              "      <th>N-acetylaspartate (NAA)</th>\n",
              "      <th>asparagine</th>\n",
              "      <th>N-acetylasparagine</th>\n",
              "      <th>hydroxyasparagine</th>\n",
              "      <th>glutamate</th>\n",
              "      <th>glutamine</th>\n",
              "      <th>alpha-ketoglutaramate*</th>\n",
              "      <th>N-acetylglutamate</th>\n",
              "      <th>N-acetylglutamine</th>\n",
              "      <th>4-hydroxyglutamate</th>\n",
              "      <th>pyroglutamine*</th>\n",
              "      <th>N-acetyl-aspartyl-glutamate (NAAG)</th>\n",
              "      <th>carboxyethyl-GABA</th>\n",
              "      <th>S-1-pyrroline-5-carboxylate</th>\n",
              "      <th>histidine</th>\n",
              "      <th>1-methylhistidine</th>\n",
              "      <th>3-methylhistidine</th>\n",
              "      <th>N-acetylhistidine</th>\n",
              "      <th>N-acetyl-3-methylhistidine*</th>\n",
              "      <th>N-acetyl-1-methylhistidine*</th>\n",
              "      <th>trans-urocanate</th>\n",
              "      <th>imidazole propionate</th>\n",
              "      <th>formiminoglutamate</th>\n",
              "      <th>imidazole lactate</th>\n",
              "      <th>carnosine</th>\n",
              "      <th>...</th>\n",
              "      <th>pantothenate (Vitamin B5)</th>\n",
              "      <th>threonate</th>\n",
              "      <th>oxalate (ethanedioate)</th>\n",
              "      <th>gulonate*</th>\n",
              "      <th>alpha-tocopherol</th>\n",
              "      <th>alpha-CEHC sulfate</th>\n",
              "      <th>gamma-tocopherol/beta-tocopherol</th>\n",
              "      <th>heme</th>\n",
              "      <th>bilirubin</th>\n",
              "      <th>bilirubin (E,E)*</th>\n",
              "      <th>biliverdin</th>\n",
              "      <th>retinol (Vitamin A)</th>\n",
              "      <th>pyridoxamine</th>\n",
              "      <th>pyridoxal</th>\n",
              "      <th>pyridoxate</th>\n",
              "      <th>hippurate</th>\n",
              "      <th>benzoate</th>\n",
              "      <th>4-ethylphenyl sulfate</th>\n",
              "      <th>p-cresol sulfate</th>\n",
              "      <th>2-piperidinone</th>\n",
              "      <th>2,3-dihydroxyisovalerate</th>\n",
              "      <th>2-oxindole-3-acetate</th>\n",
              "      <th>3-formylindole</th>\n",
              "      <th>gluconate</th>\n",
              "      <th>beta-guanidinopropanoate</th>\n",
              "      <th>equol glucuronide</th>\n",
              "      <th>ergothioneine</th>\n",
              "      <th>erythritol</th>\n",
              "      <th>homostachydrine*</th>\n",
              "      <th>mannonate*</th>\n",
              "      <th>stachydrine</th>\n",
              "      <th>tartronate (hydroxymalonate)</th>\n",
              "      <th>2,6-dihydroxybenzoic acid</th>\n",
              "      <th>maleoylcarnitine</th>\n",
              "      <th>sulfate*</th>\n",
              "      <th>O-sulfo-L-tyrosine</th>\n",
              "      <th>2-oxo-1-pyrrolidinepropionate</th>\n",
              "      <th>6-hydroxyindole sulfate</th>\n",
              "      <th>thioproline</th>\n",
              "      <th>6-acetylglucose</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>31593.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.764476</td>\n",
              "      <td>0.980503</td>\n",
              "      <td>0.763311</td>\n",
              "      <td>3.804459</td>\n",
              "      <td>1.113178</td>\n",
              "      <td>0.944598</td>\n",
              "      <td>3.934462</td>\n",
              "      <td>0.761158</td>\n",
              "      <td>1.856078</td>\n",
              "      <td>0.800685</td>\n",
              "      <td>2.140186</td>\n",
              "      <td>1.644787</td>\n",
              "      <td>0.92545</td>\n",
              "      <td>0.788742</td>\n",
              "      <td>1.692826</td>\n",
              "      <td>2.880387</td>\n",
              "      <td>1.621283</td>\n",
              "      <td>1.286609</td>\n",
              "      <td>8.338279</td>\n",
              "      <td>0.897692</td>\n",
              "      <td>1.95428</td>\n",
              "      <td>1.199227</td>\n",
              "      <td>0.175787</td>\n",
              "      <td>21.463964</td>\n",
              "      <td>2.361909</td>\n",
              "      <td>0.521842</td>\n",
              "      <td>1.098816</td>\n",
              "      <td>11.086291</td>\n",
              "      <td>4.953143</td>\n",
              "      <td>1.804828</td>\n",
              "      <td>1.271886</td>\n",
              "      <td>2.493006</td>\n",
              "      <td>1.33838</td>\n",
              "      <td>1.040741</td>\n",
              "      <td>30.724224</td>\n",
              "      <td>2.016838</td>\n",
              "      <td>1.041511</td>\n",
              "      <td>...</td>\n",
              "      <td>1.606153</td>\n",
              "      <td>1.339748</td>\n",
              "      <td>1.106379</td>\n",
              "      <td>2.751503</td>\n",
              "      <td>1.329715</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.165705</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.470411</td>\n",
              "      <td>1.243077</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.968585</td>\n",
              "      <td>5.17372</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.564567</td>\n",
              "      <td>2.776705</td>\n",
              "      <td>0.885554</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.84977</td>\n",
              "      <td>47.868225</td>\n",
              "      <td>6.558881</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>4.286731</td>\n",
              "      <td>0.72338</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>7.434881</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.543272</td>\n",
              "      <td>0.906794</td>\n",
              "      <td>0.609301</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.784635</td>\n",
              "      <td>2.342844</td>\n",
              "      <td>4.766011</td>\n",
              "      <td>5.954872</td>\n",
              "      <td>7.983591</td>\n",
              "      <td>1.149486</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>31595.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.778072</td>\n",
              "      <td>0.854428</td>\n",
              "      <td>1.052241</td>\n",
              "      <td>1.809722</td>\n",
              "      <td>1.124312</td>\n",
              "      <td>1.03585</td>\n",
              "      <td>1.803863</td>\n",
              "      <td>0.647857</td>\n",
              "      <td>0.578488</td>\n",
              "      <td>0.598287</td>\n",
              "      <td>1.004495</td>\n",
              "      <td>1.380264</td>\n",
              "      <td>0.339317</td>\n",
              "      <td>0.782238</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.251637</td>\n",
              "      <td>1.144113</td>\n",
              "      <td>1.274944</td>\n",
              "      <td>4.340356</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.868177</td>\n",
              "      <td>1.33384</td>\n",
              "      <td>0.236609</td>\n",
              "      <td>6.701089</td>\n",
              "      <td>0.738143</td>\n",
              "      <td>0.149757</td>\n",
              "      <td>1.102993</td>\n",
              "      <td>3.376704</td>\n",
              "      <td>1.881494</td>\n",
              "      <td>0.562245</td>\n",
              "      <td>0.235787</td>\n",
              "      <td>0.941887</td>\n",
              "      <td>0.597944</td>\n",
              "      <td>0.028509</td>\n",
              "      <td>5.260031</td>\n",
              "      <td>0.938103</td>\n",
              "      <td>1.195869</td>\n",
              "      <td>...</td>\n",
              "      <td>1.352735</td>\n",
              "      <td>0.593864</td>\n",
              "      <td>0.695348</td>\n",
              "      <td>0.667523</td>\n",
              "      <td>1.006609</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.822608</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.073603</td>\n",
              "      <td>1.130102</td>\n",
              "      <td>0.266236</td>\n",
              "      <td>1.073001</td>\n",
              "      <td>1.962254</td>\n",
              "      <td>1.335502</td>\n",
              "      <td>0.664477</td>\n",
              "      <td>0.652602</td>\n",
              "      <td>0.836172</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.898312</td>\n",
              "      <td>9.891383</td>\n",
              "      <td>2.18982</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.607359</td>\n",
              "      <td>1.354777</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.078918</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.133949</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.587401</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.991901</td>\n",
              "      <td>1.775936</td>\n",
              "      <td>1.225544</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.588935</td>\n",
              "      <td>0.720695</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>31597.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.994348</td>\n",
              "      <td>0.678962</td>\n",
              "      <td>1.685811</td>\n",
              "      <td>2.673036</td>\n",
              "      <td>0.964949</td>\n",
              "      <td>0.692393</td>\n",
              "      <td>3.547813</td>\n",
              "      <td>0.539718</td>\n",
              "      <td>1.694619</td>\n",
              "      <td>1.326984</td>\n",
              "      <td>2.727649</td>\n",
              "      <td>4.505597</td>\n",
              "      <td>2.321881</td>\n",
              "      <td>0.556639</td>\n",
              "      <td>1.175243</td>\n",
              "      <td>1.645329</td>\n",
              "      <td>4.120117</td>\n",
              "      <td>1.027391</td>\n",
              "      <td>7.964828</td>\n",
              "      <td>12.163894</td>\n",
              "      <td>1.526481</td>\n",
              "      <td>3.422024</td>\n",
              "      <td>0.516289</td>\n",
              "      <td>20.562691</td>\n",
              "      <td>4.823588</td>\n",
              "      <td>2.010484</td>\n",
              "      <td>0.998084</td>\n",
              "      <td>6.120318</td>\n",
              "      <td>1.971366</td>\n",
              "      <td>1.762844</td>\n",
              "      <td>0.579818</td>\n",
              "      <td>3.161732</td>\n",
              "      <td>0.905749</td>\n",
              "      <td>0.691792</td>\n",
              "      <td>33.255497</td>\n",
              "      <td>1.915898</td>\n",
              "      <td>0.842633</td>\n",
              "      <td>...</td>\n",
              "      <td>1.679782</td>\n",
              "      <td>1.213876</td>\n",
              "      <td>1.20355</td>\n",
              "      <td>2.436038</td>\n",
              "      <td>0.427548</td>\n",
              "      <td>1.600141</td>\n",
              "      <td>0.535905</td>\n",
              "      <td>0.337627</td>\n",
              "      <td>0.072943</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>3.467764</td>\n",
              "      <td>2.103884</td>\n",
              "      <td>2.765389</td>\n",
              "      <td>1.154591</td>\n",
              "      <td>6.080456</td>\n",
              "      <td>27.918341</td>\n",
              "      <td>3.348258</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.088804</td>\n",
              "      <td>31.886192</td>\n",
              "      <td>14.071503</td>\n",
              "      <td>0.851228</td>\n",
              "      <td>2.077155</td>\n",
              "      <td>3.722162</td>\n",
              "      <td>3.288469</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.67949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.042885</td>\n",
              "      <td>1.162273</td>\n",
              "      <td>0.665749</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.425712</td>\n",
              "      <td>2.176631</td>\n",
              "      <td>3.823018</td>\n",
              "      <td>8.081828</td>\n",
              "      <td>8.470854</td>\n",
              "      <td>2.197779</td>\n",
              "      <td>3.794518</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>31599.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.853183</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.846395</td>\n",
              "      <td>4.144006</td>\n",
              "      <td>1.174095</td>\n",
              "      <td>0.999712</td>\n",
              "      <td>4.086068</td>\n",
              "      <td>0.782801</td>\n",
              "      <td>2.156129</td>\n",
              "      <td>0.88544</td>\n",
              "      <td>2.404563</td>\n",
              "      <td>1.874684</td>\n",
              "      <td>0.989851</td>\n",
              "      <td>0.767781</td>\n",
              "      <td>1.666952</td>\n",
              "      <td>3.430455</td>\n",
              "      <td>1.514929</td>\n",
              "      <td>1.475181</td>\n",
              "      <td>7.636902</td>\n",
              "      <td>1.001398</td>\n",
              "      <td>1.967933</td>\n",
              "      <td>1.279699</td>\n",
              "      <td>0.187902</td>\n",
              "      <td>19.19182</td>\n",
              "      <td>2.222435</td>\n",
              "      <td>0.554168</td>\n",
              "      <td>1.354266</td>\n",
              "      <td>10.42614</td>\n",
              "      <td>5.208524</td>\n",
              "      <td>1.98782</td>\n",
              "      <td>1.295995</td>\n",
              "      <td>2.671886</td>\n",
              "      <td>2.779001</td>\n",
              "      <td>1.199335</td>\n",
              "      <td>33.009239</td>\n",
              "      <td>2.161645</td>\n",
              "      <td>1.195299</td>\n",
              "      <td>...</td>\n",
              "      <td>1.710967</td>\n",
              "      <td>1.19374</td>\n",
              "      <td>1.206329</td>\n",
              "      <td>2.927879</td>\n",
              "      <td>1.529254</td>\n",
              "      <td>0.584887</td>\n",
              "      <td>1.435459</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.938642</td>\n",
              "      <td>1.424512</td>\n",
              "      <td>0.417923</td>\n",
              "      <td>2.552179</td>\n",
              "      <td>7.184206</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>1.292334</td>\n",
              "      <td>3.324645</td>\n",
              "      <td>1.354726</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.133821</td>\n",
              "      <td>51.098412</td>\n",
              "      <td>7.439358</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.911431</td>\n",
              "      <td>2.403471</td>\n",
              "      <td>0.751163</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>8.069499</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>3.874871</td>\n",
              "      <td>1.223746</td>\n",
              "      <td>0.598558</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.733257</td>\n",
              "      <td>2.527558</td>\n",
              "      <td>5.490274</td>\n",
              "      <td>4.864277</td>\n",
              "      <td>8.663094</td>\n",
              "      <td>1.8035</td>\n",
              "      <td>4.169416</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>31601.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.830975</td>\n",
              "      <td>1.06703</td>\n",
              "      <td>1.245168</td>\n",
              "      <td>2.071697</td>\n",
              "      <td>1.070344</td>\n",
              "      <td>1.000288</td>\n",
              "      <td>1.917514</td>\n",
              "      <td>0.648361</td>\n",
              "      <td>0.623125</td>\n",
              "      <td>0.724148</td>\n",
              "      <td>1.343725</td>\n",
              "      <td>1.582053</td>\n",
              "      <td>0.489405</td>\n",
              "      <td>0.775026</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.185746</td>\n",
              "      <td>1.158091</td>\n",
              "      <td>1.289537</td>\n",
              "      <td>4.895542</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.875926</td>\n",
              "      <td>1.291801</td>\n",
              "      <td>0.231011</td>\n",
              "      <td>7.048037</td>\n",
              "      <td>0.843963</td>\n",
              "      <td>0.17085</td>\n",
              "      <td>1.155841</td>\n",
              "      <td>3.53673</td>\n",
              "      <td>2.060081</td>\n",
              "      <td>0.558266</td>\n",
              "      <td>0.217087</td>\n",
              "      <td>0.902409</td>\n",
              "      <td>0.955563</td>\n",
              "      <td>0.032435</td>\n",
              "      <td>5.925461</td>\n",
              "      <td>1.010388</td>\n",
              "      <td>1.735047</td>\n",
              "      <td>...</td>\n",
              "      <td>1.411357</td>\n",
              "      <td>0.514417</td>\n",
              "      <td>0.57602</td>\n",
              "      <td>0.591058</td>\n",
              "      <td>1.156421</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.966458</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.19046</td>\n",
              "      <td>1.105218</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.004063</td>\n",
              "      <td>2.705123</td>\n",
              "      <td>0.815239</td>\n",
              "      <td>0.853599</td>\n",
              "      <td>0.704367</td>\n",
              "      <td>0.818961</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.042735</td>\n",
              "      <td>10.933635</td>\n",
              "      <td>2.2697</td>\n",
              "      <td>0.546404</td>\n",
              "      <td>0.803755</td>\n",
              "      <td>0.928157</td>\n",
              "      <td>0.992653</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.870744</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.184378</td>\n",
              "      <td>0.533261</td>\n",
              "      <td>0.346314</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.096919</td>\n",
              "      <td>1.751415</td>\n",
              "      <td>1.326103</td>\n",
              "      <td>0.304321</td>\n",
              "      <td>0.707198</td>\n",
              "      <td>0.719742</td>\n",
              "      <td>4.000286</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>31603.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.741821</td>\n",
              "      <td>0.857013</td>\n",
              "      <td>0.612962</td>\n",
              "      <td>1.264034</td>\n",
              "      <td>1.075136</td>\n",
              "      <td>0.914057</td>\n",
              "      <td>1.291118</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.513</td>\n",
              "      <td>0.702682</td>\n",
              "      <td>0.890297</td>\n",
              "      <td>1.227705</td>\n",
              "      <td>0.686044</td>\n",
              "      <td>0.724954</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>1.272029</td>\n",
              "      <td>1.316149</td>\n",
              "      <td>1.173072</td>\n",
              "      <td>1.077335</td>\n",
              "      <td>0.373506</td>\n",
              "      <td>1.158281</td>\n",
              "      <td>2.202204</td>\n",
              "      <td>0.546499</td>\n",
              "      <td>4.524804</td>\n",
              "      <td>1.200195</td>\n",
              "      <td>0.279254</td>\n",
              "      <td>0.903144</td>\n",
              "      <td>2.910643</td>\n",
              "      <td>1.306704</td>\n",
              "      <td>0.685013</td>\n",
              "      <td>0.397041</td>\n",
              "      <td>1.273315</td>\n",
              "      <td>0.43235</td>\n",
              "      <td>0.860405</td>\n",
              "      <td>6.766962</td>\n",
              "      <td>0.376914</td>\n",
              "      <td>1.52523</td>\n",
              "      <td>...</td>\n",
              "      <td>1.152078</td>\n",
              "      <td>0.683264</td>\n",
              "      <td>0.821865</td>\n",
              "      <td>0.994686</td>\n",
              "      <td>0.010081</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.007583</td>\n",
              "      <td>11.599139</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.011678</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.79695</td>\n",
              "      <td>0.780679</td>\n",
              "      <td>1.024226</td>\n",
              "      <td>1.919682</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.875738</td>\n",
              "      <td>1.383335</td>\n",
              "      <td>3.709324</td>\n",
              "      <td>0.512093</td>\n",
              "      <td>1</td>\n",
              "      <td>0.955919</td>\n",
              "      <td>1.277789</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.43261</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.281133</td>\n",
              "      <td>1.290293</td>\n",
              "      <td>0.959565</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.965154</td>\n",
              "      <td>1.389844</td>\n",
              "      <td>1.599733</td>\n",
              "      <td>0.810556</td>\n",
              "      <td>0.606183</td>\n",
              "      <td>0.834337</td>\n",
              "      <td>1.723053</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>31605.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>1.345114</td>\n",
              "      <td>1.848759</td>\n",
              "      <td>1.744532</td>\n",
              "      <td>1.620063</td>\n",
              "      <td>1.151131</td>\n",
              "      <td>1.08003</td>\n",
              "      <td>0.937055</td>\n",
              "      <td>0.735331</td>\n",
              "      <td>0.623713</td>\n",
              "      <td>0.7011</td>\n",
              "      <td>0.608174</td>\n",
              "      <td>0.53536</td>\n",
              "      <td>0.838383</td>\n",
              "      <td>0.859214</td>\n",
              "      <td>0.779809</td>\n",
              "      <td>1.160179</td>\n",
              "      <td>1.275953</td>\n",
              "      <td>1.435282</td>\n",
              "      <td>1.15019</td>\n",
              "      <td>0.498716</td>\n",
              "      <td>1.083784</td>\n",
              "      <td>2.242361</td>\n",
              "      <td>0.456677</td>\n",
              "      <td>0.695385</td>\n",
              "      <td>1.120442</td>\n",
              "      <td>0.185774</td>\n",
              "      <td>0.801776</td>\n",
              "      <td>1.585302</td>\n",
              "      <td>1.088601</td>\n",
              "      <td>0.828431</td>\n",
              "      <td>0.671461</td>\n",
              "      <td>1.253798</td>\n",
              "      <td>0.373562</td>\n",
              "      <td>0.959259</td>\n",
              "      <td>0.592894</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>0.477252</td>\n",
              "      <td>...</td>\n",
              "      <td>1.765572</td>\n",
              "      <td>0.750801</td>\n",
              "      <td>0.81155</td>\n",
              "      <td>0.719561</td>\n",
              "      <td>0.543211</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.973881</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.575153</td>\n",
              "      <td>0.486159</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.588667</td>\n",
              "      <td>0.626188</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.432753</td>\n",
              "      <td>0.319764</td>\n",
              "      <td>1.068072</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.753497</td>\n",
              "      <td>0.644465</td>\n",
              "      <td>1.107466</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797085</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.697325</td>\n",
              "      <td>2.968742</td>\n",
              "      <td>0.949618</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.432738</td>\n",
              "      <td>0.997412</td>\n",
              "      <td>1.097491</td>\n",
              "      <td>0.786754</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.345068</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>31607.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>1.048042</td>\n",
              "      <td>0.937819</td>\n",
              "      <td>1.006722</td>\n",
              "      <td>0.838492</td>\n",
              "      <td>1.029987</td>\n",
              "      <td>1.180324</td>\n",
              "      <td>0.861669</td>\n",
              "      <td>1.007823</td>\n",
              "      <td>0.518525</td>\n",
              "      <td>0.923565</td>\n",
              "      <td>0.89054</td>\n",
              "      <td>0.935235</td>\n",
              "      <td>1.010149</td>\n",
              "      <td>0.965898</td>\n",
              "      <td>0.817914</td>\n",
              "      <td>0.861116</td>\n",
              "      <td>1.547619</td>\n",
              "      <td>1.37985</td>\n",
              "      <td>0.681152</td>\n",
              "      <td>1.155099</td>\n",
              "      <td>1.006048</td>\n",
              "      <td>1.567079</td>\n",
              "      <td>1.197826</td>\n",
              "      <td>0.76418</td>\n",
              "      <td>1.197279</td>\n",
              "      <td>0.309541</td>\n",
              "      <td>0.908063</td>\n",
              "      <td>0.918497</td>\n",
              "      <td>0.902362</td>\n",
              "      <td>0.72746</td>\n",
              "      <td>0.461183</td>\n",
              "      <td>0.603956</td>\n",
              "      <td>0.43512</td>\n",
              "      <td>0.689937</td>\n",
              "      <td>0.824184</td>\n",
              "      <td>0.374082</td>\n",
              "      <td>0.914276</td>\n",
              "      <td>...</td>\n",
              "      <td>1.0564</td>\n",
              "      <td>0.802416</td>\n",
              "      <td>0.995794</td>\n",
              "      <td>1.465856</td>\n",
              "      <td>0.605146</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.720064</td>\n",
              "      <td>0.265652</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1</td>\n",
              "      <td>0.911023</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.591688</td>\n",
              "      <td>0.813553</td>\n",
              "      <td>0.978671</td>\n",
              "      <td>0.598709</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.899286</td>\n",
              "      <td>0.38891</td>\n",
              "      <td>0.789534</td>\n",
              "      <td>1.429069</td>\n",
              "      <td>1.470559</td>\n",
              "      <td>2.12708</td>\n",
              "      <td>1.222734</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.678915</td>\n",
              "      <td>1</td>\n",
              "      <td>0.699054</td>\n",
              "      <td>17.795694</td>\n",
              "      <td>1.183606</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.289299</td>\n",
              "      <td>1.099509</td>\n",
              "      <td>0.6893</td>\n",
              "      <td>0.891694</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.876641</td>\n",
              "      <td>1.689853</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>31609.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.955684</td>\n",
              "      <td>0.638752</td>\n",
              "      <td>1.91</td>\n",
              "      <td>0.888685</td>\n",
              "      <td>0.908324</td>\n",
              "      <td>0.836412</td>\n",
              "      <td>5.836232</td>\n",
              "      <td>0.98237</td>\n",
              "      <td>2.853636</td>\n",
              "      <td>1.392465</td>\n",
              "      <td>5.445596</td>\n",
              "      <td>2.528571</td>\n",
              "      <td>3.997818</td>\n",
              "      <td>0.849408</td>\n",
              "      <td>2.571309</td>\n",
              "      <td>1.689583</td>\n",
              "      <td>3.125955</td>\n",
              "      <td>1.07256</td>\n",
              "      <td>6.653218</td>\n",
              "      <td>10.497542</td>\n",
              "      <td>1.616245</td>\n",
              "      <td>3.476449</td>\n",
              "      <td>0.056365</td>\n",
              "      <td>32.543022</td>\n",
              "      <td>2.485614</td>\n",
              "      <td>1.094652</td>\n",
              "      <td>1.496706</td>\n",
              "      <td>5.041963</td>\n",
              "      <td>3.378551</td>\n",
              "      <td>3.531208</td>\n",
              "      <td>2.998323</td>\n",
              "      <td>2.668087</td>\n",
              "      <td>1.455202</td>\n",
              "      <td>5.547017</td>\n",
              "      <td>27.521971</td>\n",
              "      <td>1.655983</td>\n",
              "      <td>0.621656</td>\n",
              "      <td>...</td>\n",
              "      <td>0.172956</td>\n",
              "      <td>1.867895</td>\n",
              "      <td>1.73425</td>\n",
              "      <td>5.670829</td>\n",
              "      <td>0.076488</td>\n",
              "      <td>5.690701</td>\n",
              "      <td>0.666148</td>\n",
              "      <td>3.570454</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.054261</td>\n",
              "      <td>2.185488</td>\n",
              "      <td>2.965595</td>\n",
              "      <td>1.298395</td>\n",
              "      <td>5.948757</td>\n",
              "      <td>80.069595</td>\n",
              "      <td>2.10015</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>96.069931</td>\n",
              "      <td>151.479874</td>\n",
              "      <td>1.496212</td>\n",
              "      <td>0.851467</td>\n",
              "      <td>1.596096</td>\n",
              "      <td>4.7768</td>\n",
              "      <td>3.034165</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>3.763134</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>4.280357</td>\n",
              "      <td>3.940676</td>\n",
              "      <td>1.240454</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.430136</td>\n",
              "      <td>2.354561</td>\n",
              "      <td>3.670483</td>\n",
              "      <td>10.882262</td>\n",
              "      <td>91.008614</td>\n",
              "      <td>2.634448</td>\n",
              "      <td>0.730885</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>31611.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>0.607936</td>\n",
              "      <td>0.301852</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.610085</td>\n",
              "      <td>0.717534</td>\n",
              "      <td>0.97864</td>\n",
              "      <td>0.442021</td>\n",
              "      <td>1.243063</td>\n",
              "      <td>0.463134</td>\n",
              "      <td>1.090899</td>\n",
              "      <td>0.524793</td>\n",
              "      <td>0.503611</td>\n",
              "      <td>0.423122</td>\n",
              "      <td>1.067452</td>\n",
              "      <td>0.600171</td>\n",
              "      <td>0.466114</td>\n",
              "      <td>0.682627</td>\n",
              "      <td>1.051229</td>\n",
              "      <td>0.558715</td>\n",
              "      <td>0.267408</td>\n",
              "      <td>0.332038</td>\n",
              "      <td>0.471633</td>\n",
              "      <td>1.501319</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.825132</td>\n",
              "      <td>0.214541</td>\n",
              "      <td>0.858922</td>\n",
              "      <td>0.577207</td>\n",
              "      <td>0.702399</td>\n",
              "      <td>0.250464</td>\n",
              "      <td>0.391759</td>\n",
              "      <td>0.354075</td>\n",
              "      <td>0.89492</td>\n",
              "      <td>0.330399</td>\n",
              "      <td>0.677919</td>\n",
              "      <td>0.576939</td>\n",
              "      <td>1.145064</td>\n",
              "      <td>...</td>\n",
              "      <td>0.915565</td>\n",
              "      <td>0.650078</td>\n",
              "      <td>0.721995</td>\n",
              "      <td>0.441489</td>\n",
              "      <td>0.009874</td>\n",
              "      <td>0.699706</td>\n",
              "      <td>0.019881</td>\n",
              "      <td>16.60804</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.017993</td>\n",
              "      <td>1.720227</td>\n",
              "      <td>1.049121</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.650736</td>\n",
              "      <td>1.881262</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.67222</td>\n",
              "      <td>0.768989</td>\n",
              "      <td>0.868679</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>2.061543</td>\n",
              "      <td>0.853605</td>\n",
              "      <td>0.562801</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.621897</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.347087</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.376975</td>\n",
              "      <td>1.541584</td>\n",
              "      <td>1.209111</td>\n",
              "      <td>1.063486</td>\n",
              "      <td>0.654986</td>\n",
              "      <td>0.265157</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.043616</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>31613.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>1.001045</td>\n",
              "      <td>0.670317</td>\n",
              "      <td>0.461696</td>\n",
              "      <td>0.687624</td>\n",
              "      <td>0.751478</td>\n",
              "      <td>0.913545</td>\n",
              "      <td>0.572898</td>\n",
              "      <td>0.999274</td>\n",
              "      <td>0.694549</td>\n",
              "      <td>1.076823</td>\n",
              "      <td>0.683839</td>\n",
              "      <td>0.900171</td>\n",
              "      <td>0.912957</td>\n",
              "      <td>1.125685</td>\n",
              "      <td>0.668855</td>\n",
              "      <td>0.486878</td>\n",
              "      <td>0.94257</td>\n",
              "      <td>0.81591</td>\n",
              "      <td>0.52367</td>\n",
              "      <td>1.109782</td>\n",
              "      <td>0.639263</td>\n",
              "      <td>0.562767</td>\n",
              "      <td>3.795739</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>2.001559</td>\n",
              "      <td>1.001916</td>\n",
              "      <td>0.574977</td>\n",
              "      <td>0.570754</td>\n",
              "      <td>0.404763</td>\n",
              "      <td>0.853179</td>\n",
              "      <td>0.481896</td>\n",
              "      <td>1.649579</td>\n",
              "      <td>3.164873</td>\n",
              "      <td>1.016927</td>\n",
              "      <td>0.447137</td>\n",
              "      <td>0.958489</td>\n",
              "      <td>...</td>\n",
              "      <td>0.605047</td>\n",
              "      <td>0.666814</td>\n",
              "      <td>0.694418</td>\n",
              "      <td>0.582057</td>\n",
              "      <td>0.993391</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.487444</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.278198</td>\n",
              "      <td>1.154234</td>\n",
              "      <td>1.372616</td>\n",
              "      <td>0.995937</td>\n",
              "      <td>1.103173</td>\n",
              "      <td>0.989832</td>\n",
              "      <td>0.835267</td>\n",
              "      <td>1.147756</td>\n",
              "      <td>1.938883</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.815245</td>\n",
              "      <td>1.375695</td>\n",
              "      <td>0.771669</td>\n",
              "      <td>1.101728</td>\n",
              "      <td>0.657574</td>\n",
              "      <td>0.469946</td>\n",
              "      <td>0.925249</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.614208</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.422497</td>\n",
              "      <td>4.312828</td>\n",
              "      <td>0.786431</td>\n",
              "      <td>0.579645</td>\n",
              "      <td>1.181024</td>\n",
              "      <td>0.769272</td>\n",
              "      <td>0.510434</td>\n",
              "      <td>0.366426</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.343689</td>\n",
              "      <td>0.859851</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>31615.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>1.436214</td>\n",
              "      <td>1.29345</td>\n",
              "      <td>0.823486</td>\n",
              "      <td>0.916656</td>\n",
              "      <td>0.972742</td>\n",
              "      <td>1.214837</td>\n",
              "      <td>0.889656</td>\n",
              "      <td>1.343307</td>\n",
              "      <td>0.868295</td>\n",
              "      <td>0.999664</td>\n",
              "      <td>0.846497</td>\n",
              "      <td>0.875167</td>\n",
              "      <td>1.010358</td>\n",
              "      <td>1.149901</td>\n",
              "      <td>0.66746</td>\n",
              "      <td>0.740351</td>\n",
              "      <td>0.929209</td>\n",
              "      <td>0.841124</td>\n",
              "      <td>1.012809</td>\n",
              "      <td>0.867748</td>\n",
              "      <td>0.629675</td>\n",
              "      <td>1</td>\n",
              "      <td>2.593015</td>\n",
              "      <td>0.688028</td>\n",
              "      <td>0.573136</td>\n",
              "      <td>1.09477</td>\n",
              "      <td>0.92209</td>\n",
              "      <td>0.777866</td>\n",
              "      <td>0.762227</td>\n",
              "      <td>0.48451</td>\n",
              "      <td>0.799095</td>\n",
              "      <td>0.691447</td>\n",
              "      <td>2.690046</td>\n",
              "      <td>3.594311</td>\n",
              "      <td>1.961506</td>\n",
              "      <td>0.462657</td>\n",
              "      <td>0.627914</td>\n",
              "      <td>...</td>\n",
              "      <td>0.749856</td>\n",
              "      <td>0.698211</td>\n",
              "      <td>0.782546</td>\n",
              "      <td>0.461388</td>\n",
              "      <td>1.231967</td>\n",
              "      <td>0.851368</td>\n",
              "      <td>0.617605</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1</td>\n",
              "      <td>0.97161</td>\n",
              "      <td>0.331187</td>\n",
              "      <td>1.142229</td>\n",
              "      <td>0.503559</td>\n",
              "      <td>0.734885</td>\n",
              "      <td>0.723039</td>\n",
              "      <td>0.69146</td>\n",
              "      <td>1.24891</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.002643</td>\n",
              "      <td>1.162742</td>\n",
              "      <td>1.631014</td>\n",
              "      <td>1.156199</td>\n",
              "      <td>1.14157</td>\n",
              "      <td>0.729078</td>\n",
              "      <td>1.173713</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.737583</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.491844</td>\n",
              "      <td>1.186651</td>\n",
              "      <td>0.891566</td>\n",
              "      <td>0.389748</td>\n",
              "      <td>1.365594</td>\n",
              "      <td>1.00019</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.682613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.852058</td>\n",
              "      <td>1.347943</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>31617.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>1.200479</td>\n",
              "      <td>0.985154</td>\n",
              "      <td>0.845767</td>\n",
              "      <td>0.886515</td>\n",
              "      <td>0.916214</td>\n",
              "      <td>1.116777</td>\n",
              "      <td>0.578414</td>\n",
              "      <td>1.344723</td>\n",
              "      <td>0.963776</td>\n",
              "      <td>1.000336</td>\n",
              "      <td>0.682388</td>\n",
              "      <td>0.777782</td>\n",
              "      <td>0.703438</td>\n",
              "      <td>1.0503</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>0.693435</td>\n",
              "      <td>0.95782</td>\n",
              "      <td>0.931264</td>\n",
              "      <td>0.729153</td>\n",
              "      <td>0.557898</td>\n",
              "      <td>0.589997</td>\n",
              "      <td>0.738512</td>\n",
              "      <td>1.800476</td>\n",
              "      <td>0.606845</td>\n",
              "      <td>0.609893</td>\n",
              "      <td>1.83144</td>\n",
              "      <td>0.926514</td>\n",
              "      <td>0.920744</td>\n",
              "      <td>0.912581</td>\n",
              "      <td>0.549362</td>\n",
              "      <td>1.314937</td>\n",
              "      <td>0.984977</td>\n",
              "      <td>0.998339</td>\n",
              "      <td>2.499052</td>\n",
              "      <td>0.939737</td>\n",
              "      <td>0.429215</td>\n",
              "      <td>0.832481</td>\n",
              "      <td>...</td>\n",
              "      <td>0.688098</td>\n",
              "      <td>0.854139</td>\n",
              "      <td>0.978459</td>\n",
              "      <td>0.892712</td>\n",
              "      <td>0.010214</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.012778</td>\n",
              "      <td>4.29416</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.315634</td>\n",
              "      <td>0.191161</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.189772</td>\n",
              "      <td>0.700438</td>\n",
              "      <td>1.342545</td>\n",
              "      <td>1.324509</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.462438</td>\n",
              "      <td>2.070176</td>\n",
              "      <td>0.981026</td>\n",
              "      <td>0.533303</td>\n",
              "      <td>0.740643</td>\n",
              "      <td>0.832746</td>\n",
              "      <td>0.897387</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.671949</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.554955</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.22931</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.254736</td>\n",
              "      <td>0.99981</td>\n",
              "      <td>0.66458</td>\n",
              "      <td>0.714016</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.67927</td>\n",
              "      <td>1.437173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>31619.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>1.744886</td>\n",
              "      <td>2.167174</td>\n",
              "      <td>1.467264</td>\n",
              "      <td>1.170472</td>\n",
              "      <td>1.119073</td>\n",
              "      <td>1.803916</td>\n",
              "      <td>1.707219</td>\n",
              "      <td>1.265658</td>\n",
              "      <td>1.368195</td>\n",
              "      <td>1.105838</td>\n",
              "      <td>1.213448</td>\n",
              "      <td>1.310002</td>\n",
              "      <td>1.517634</td>\n",
              "      <td>1.020429</td>\n",
              "      <td>1.360181</td>\n",
              "      <td>1.534794</td>\n",
              "      <td>1.438374</td>\n",
              "      <td>0.972609</td>\n",
              "      <td>0.858793</td>\n",
              "      <td>1.013168</td>\n",
              "      <td>1.375236</td>\n",
              "      <td>2.423937</td>\n",
              "      <td>1.076589</td>\n",
              "      <td>1.497592</td>\n",
              "      <td>1.34165</td>\n",
              "      <td>1.786143</td>\n",
              "      <td>1.122938</td>\n",
              "      <td>1.44117</td>\n",
              "      <td>2.056013</td>\n",
              "      <td>1.369059</td>\n",
              "      <td>1.577999</td>\n",
              "      <td>1.122663</td>\n",
              "      <td>0.421096</td>\n",
              "      <td>2.555446</td>\n",
              "      <td>0.983073</td>\n",
              "      <td>0.796355</td>\n",
              "      <td>0.838327</td>\n",
              "      <td>...</td>\n",
              "      <td>1.252586</td>\n",
              "      <td>0.99872</td>\n",
              "      <td>1.14083</td>\n",
              "      <td>1.757916</td>\n",
              "      <td>1.725644</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.127031</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.413828</td>\n",
              "      <td>1.378707</td>\n",
              "      <td>0.995603</td>\n",
              "      <td>1.07763</td>\n",
              "      <td>0.631085</td>\n",
              "      <td>0.459061</td>\n",
              "      <td>0.644999</td>\n",
              "      <td>0.650112</td>\n",
              "      <td>0.499681</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.492872</td>\n",
              "      <td>6.122815</td>\n",
              "      <td>1.018974</td>\n",
              "      <td>0.678694</td>\n",
              "      <td>0.826089</td>\n",
              "      <td>1.150476</td>\n",
              "      <td>1.234048</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.359287</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.192152</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.323319</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.00811</td>\n",
              "      <td>0.993128</td>\n",
              "      <td>1.327446</td>\n",
              "      <td>1</td>\n",
              "      <td>0.908844</td>\n",
              "      <td>0.386071</td>\n",
              "      <td>2.099567</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>31621.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Week 1</td>\n",
              "      <td>1.129634</td>\n",
              "      <td>1.453563</td>\n",
              "      <td>0.694237</td>\n",
              "      <td>0.863372</td>\n",
              "      <td>0.919647</td>\n",
              "      <td>1.306207</td>\n",
              "      <td>0.905393</td>\n",
              "      <td>0.685558</td>\n",
              "      <td>0.834137</td>\n",
              "      <td>0.622885</td>\n",
              "      <td>0.688114</td>\n",
              "      <td>1.260617</td>\n",
              "      <td>0.90963</td>\n",
              "      <td>0.667545</td>\n",
              "      <td>0.783658</td>\n",
              "      <td>0.811918</td>\n",
              "      <td>1.056366</td>\n",
              "      <td>0.853196</td>\n",
              "      <td>0.496488</td>\n",
              "      <td>0.405663</td>\n",
              "      <td>0.993476</td>\n",
              "      <td>2.117134</td>\n",
              "      <td>0.556442</td>\n",
              "      <td>0.914239</td>\n",
              "      <td>0.859355</td>\n",
              "      <td>0.917425</td>\n",
              "      <td>0.688007</td>\n",
              "      <td>0.944126</td>\n",
              "      <td>1.036742</td>\n",
              "      <td>0.734309</td>\n",
              "      <td>1.871473</td>\n",
              "      <td>0.699572</td>\n",
              "      <td>0.561985</td>\n",
              "      <td>2.997504</td>\n",
              "      <td>0.689432</td>\n",
              "      <td>0.361351</td>\n",
              "      <td>0.450645</td>\n",
              "      <td>...</td>\n",
              "      <td>0.66813</td>\n",
              "      <td>0.683661</td>\n",
              "      <td>0.767574</td>\n",
              "      <td>0.931736</td>\n",
              "      <td>0.441403</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.464735</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.092913</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>4.025558</td>\n",
              "      <td>0.450195</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.255931</td>\n",
              "      <td>0.616197</td>\n",
              "      <td>0.358691</td>\n",
              "      <td>1.372984</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.095201</td>\n",
              "      <td>2.07661</td>\n",
              "      <td>0.855422</td>\n",
              "      <td>0.672447</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>0.419901</td>\n",
              "      <td>0.935549</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.555337</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.475236</td>\n",
              "      <td>0.682886</td>\n",
              "      <td>0.985239</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.878234</td>\n",
              "      <td>0.820693</td>\n",
              "      <td>0.550027</td>\n",
              "      <td>0.512425</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.464993</td>\n",
              "      <td>0.853675</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>31663.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>0.649654</td>\n",
              "      <td>0.859758</td>\n",
              "      <td>0.578388</td>\n",
              "      <td>1.18944</td>\n",
              "      <td>1.34405</td>\n",
              "      <td>0.790778</td>\n",
              "      <td>2.262043</td>\n",
              "      <td>0.478687</td>\n",
              "      <td>0.858061</td>\n",
              "      <td>0.760104</td>\n",
              "      <td>1.395978</td>\n",
              "      <td>1.324864</td>\n",
              "      <td>0.690768</td>\n",
              "      <td>0.746823</td>\n",
              "      <td>0.546892</td>\n",
              "      <td>2.01773</td>\n",
              "      <td>1.403562</td>\n",
              "      <td>1.128273</td>\n",
              "      <td>2.289125</td>\n",
              "      <td>0.429417</td>\n",
              "      <td>1.381253</td>\n",
              "      <td>2.489866</td>\n",
              "      <td>0.345342</td>\n",
              "      <td>5.608512</td>\n",
              "      <td>1.185392</td>\n",
              "      <td>0.236742</td>\n",
              "      <td>0.964846</td>\n",
              "      <td>7.939462</td>\n",
              "      <td>1.868109</td>\n",
              "      <td>1.190248</td>\n",
              "      <td>0.404092</td>\n",
              "      <td>1.558917</td>\n",
              "      <td>0.527051</td>\n",
              "      <td>0.411414</td>\n",
              "      <td>9.651102</td>\n",
              "      <td>0.945817</td>\n",
              "      <td>1.09399</td>\n",
              "      <td>...</td>\n",
              "      <td>1.429406</td>\n",
              "      <td>0.833514</td>\n",
              "      <td>0.803478</td>\n",
              "      <td>1.344807</td>\n",
              "      <td>0.068374</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.329552</td>\n",
              "      <td>1</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>0.984901</td>\n",
              "      <td>0.257989</td>\n",
              "      <td>0.693483</td>\n",
              "      <td>0.860503</td>\n",
              "      <td>0.954447</td>\n",
              "      <td>1.934512</td>\n",
              "      <td>1.021927</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.935736</td>\n",
              "      <td>3.00109</td>\n",
              "      <td>9.222006</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.49913</td>\n",
              "      <td>1.14773</td>\n",
              "      <td>1.269415</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>2.630349</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.929966</td>\n",
              "      <td>1.584879</td>\n",
              "      <td>0.568143</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.62905</td>\n",
              "      <td>1.366675</td>\n",
              "      <td>2.425308</td>\n",
              "      <td>1.097115</td>\n",
              "      <td>1.102738</td>\n",
              "      <td>1.169712</td>\n",
              "      <td>2.64878</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>31665.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.173605</td>\n",
              "      <td>1.337823</td>\n",
              "      <td>1.008263</td>\n",
              "      <td>1.70966</td>\n",
              "      <td>1.089383</td>\n",
              "      <td>1.200191</td>\n",
              "      <td>1.270907</td>\n",
              "      <td>0.895281</td>\n",
              "      <td>1.314709</td>\n",
              "      <td>0.847116</td>\n",
              "      <td>0.970366</td>\n",
              "      <td>0.458303</td>\n",
              "      <td>0.369107</td>\n",
              "      <td>1.046959</td>\n",
              "      <td>1.730726</td>\n",
              "      <td>1.131206</td>\n",
              "      <td>0.507089</td>\n",
              "      <td>0.880521</td>\n",
              "      <td>0.91283</td>\n",
              "      <td>0.297162</td>\n",
              "      <td>0.925972</td>\n",
              "      <td>0.804004</td>\n",
              "      <td>0.551922</td>\n",
              "      <td>1.108009</td>\n",
              "      <td>0.92444</td>\n",
              "      <td>0.326386</td>\n",
              "      <td>1.052008</td>\n",
              "      <td>0.932437</td>\n",
              "      <td>0.660227</td>\n",
              "      <td>1.424906</td>\n",
              "      <td>0.920238</td>\n",
              "      <td>1.493515</td>\n",
              "      <td>0.890841</td>\n",
              "      <td>3.235142</td>\n",
              "      <td>1.151055</td>\n",
              "      <td>1.036977</td>\n",
              "      <td>1.191443</td>\n",
              "      <td>...</td>\n",
              "      <td>0.946721</td>\n",
              "      <td>1.172234</td>\n",
              "      <td>1.214818</td>\n",
              "      <td>1.005314</td>\n",
              "      <td>1.309818</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.599192</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.669224</td>\n",
              "      <td>0.868253</td>\n",
              "      <td>0.271017</td>\n",
              "      <td>0.750656</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1</td>\n",
              "      <td>1.43358</td>\n",
              "      <td>0.557261</td>\n",
              "      <td>0.907192</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.971397</td>\n",
              "      <td>0.870872</td>\n",
              "      <td>0.798856</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.248793</td>\n",
              "      <td>0.737103</td>\n",
              "      <td>1.469712</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.797209</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.583978</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.181882</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.794211</td>\n",
              "      <td>0.980537</td>\n",
              "      <td>1.022366</td>\n",
              "      <td>1.504763</td>\n",
              "      <td>0.533906</td>\n",
              "      <td>0.630187</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>31667.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.176443</td>\n",
              "      <td>1.280832</td>\n",
              "      <td>1.012433</td>\n",
              "      <td>0.993705</td>\n",
              "      <td>1.027258</td>\n",
              "      <td>1.121342</td>\n",
              "      <td>1.199083</td>\n",
              "      <td>1.000726</td>\n",
              "      <td>1.057201</td>\n",
              "      <td>0.892185</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>1.056183</td>\n",
              "      <td>1.205519</td>\n",
              "      <td>0.954338</td>\n",
              "      <td>0.861938</td>\n",
              "      <td>1.15192</td>\n",
              "      <td>0.810846</td>\n",
              "      <td>0.801423</td>\n",
              "      <td>0.994666</td>\n",
              "      <td>0.751215</td>\n",
              "      <td>1.017659</td>\n",
              "      <td>1.126791</td>\n",
              "      <td>1.650794</td>\n",
              "      <td>1.220373</td>\n",
              "      <td>1</td>\n",
              "      <td>1.088433</td>\n",
              "      <td>0.822774</td>\n",
              "      <td>1.022121</td>\n",
              "      <td>0.952355</td>\n",
              "      <td>1.060299</td>\n",
              "      <td>1.366776</td>\n",
              "      <td>1.529175</td>\n",
              "      <td>2.037821</td>\n",
              "      <td>0.233995</td>\n",
              "      <td>0.789786</td>\n",
              "      <td>1.038825</td>\n",
              "      <td>1.253809</td>\n",
              "      <td>...</td>\n",
              "      <td>0.879911</td>\n",
              "      <td>1.014263</td>\n",
              "      <td>0.941857</td>\n",
              "      <td>1.543674</td>\n",
              "      <td>0.450792</td>\n",
              "      <td>1.370969</td>\n",
              "      <td>1.118656</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.889719</td>\n",
              "      <td>0.70562</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.995505</td>\n",
              "      <td>0.957023</td>\n",
              "      <td>1.262198</td>\n",
              "      <td>0.978073</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.774655</td>\n",
              "      <td>0.426885</td>\n",
              "      <td>1.511636</td>\n",
              "      <td>1.052527</td>\n",
              "      <td>0.993529</td>\n",
              "      <td>0.83174</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.048444</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.154653</td>\n",
              "      <td>0.617185</td>\n",
              "      <td>0.827282</td>\n",
              "      <td>0.901543</td>\n",
              "      <td>1.01509</td>\n",
              "      <td>1.5855</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.956384</td>\n",
              "      <td>1.246561</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>31669.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.477157</td>\n",
              "      <td>1.515333</td>\n",
              "      <td>1.00478</td>\n",
              "      <td>0.817453</td>\n",
              "      <td>0.936768</td>\n",
              "      <td>1.16161</td>\n",
              "      <td>1.000746</td>\n",
              "      <td>1.49686</td>\n",
              "      <td>1.430965</td>\n",
              "      <td>1.35015</td>\n",
              "      <td>0.907156</td>\n",
              "      <td>0.943817</td>\n",
              "      <td>0.810352</td>\n",
              "      <td>1.302476</td>\n",
              "      <td>1.347132</td>\n",
              "      <td>0.605414</td>\n",
              "      <td>0.883887</td>\n",
              "      <td>0.752734</td>\n",
              "      <td>0.691836</td>\n",
              "      <td>0.892282</td>\n",
              "      <td>0.796908</td>\n",
              "      <td>0.55077</td>\n",
              "      <td>0.642354</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>0.935985</td>\n",
              "      <td>1.260669</td>\n",
              "      <td>1.036158</td>\n",
              "      <td>0.977879</td>\n",
              "      <td>0.694063</td>\n",
              "      <td>1.052615</td>\n",
              "      <td>1.202874</td>\n",
              "      <td>1.003582</td>\n",
              "      <td>2.145542</td>\n",
              "      <td>2.153648</td>\n",
              "      <td>0.83078</td>\n",
              "      <td>0.636392</td>\n",
              "      <td>1.369612</td>\n",
              "      <td>...</td>\n",
              "      <td>0.841839</td>\n",
              "      <td>1.00128</td>\n",
              "      <td>1.086354</td>\n",
              "      <td>0.785502</td>\n",
              "      <td>1.360987</td>\n",
              "      <td>0.88222</td>\n",
              "      <td>2.269404</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.972341</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.899221</td>\n",
              "      <td>1.095808</td>\n",
              "      <td>0.903442</td>\n",
              "      <td>1.086209</td>\n",
              "      <td>1.1975</td>\n",
              "      <td>1.095988</td>\n",
              "      <td>0.773055</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.292991</td>\n",
              "      <td>0.352058</td>\n",
              "      <td>0.952393</td>\n",
              "      <td>0.947473</td>\n",
              "      <td>0.472759</td>\n",
              "      <td>1.141822</td>\n",
              "      <td>0.63772</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.723136</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.706601</td>\n",
              "      <td>0.905048</td>\n",
              "      <td>1.173341</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.222085</td>\n",
              "      <td>0.974221</td>\n",
              "      <td>0.718797</td>\n",
              "      <td>0.926742</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>3.606056</td>\n",
              "      <td>0.924637</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>31671.0</td>\n",
              "      <td>1_RYGB</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.033765</td>\n",
              "      <td>1.410074</td>\n",
              "      <td>1.008718</td>\n",
              "      <td>1.006295</td>\n",
              "      <td>1.168826</td>\n",
              "      <td>1.176176</td>\n",
              "      <td>1.322374</td>\n",
              "      <td>2.084526</td>\n",
              "      <td>2.364552</td>\n",
              "      <td>0.832645</td>\n",
              "      <td>1.125088</td>\n",
              "      <td>1.18962</td>\n",
              "      <td>1.189953</td>\n",
              "      <td>0.982366</td>\n",
              "      <td>1.303603</td>\n",
              "      <td>0.8719</td>\n",
              "      <td>0.879147</td>\n",
              "      <td>1.161537</td>\n",
              "      <td>0.732368</td>\n",
              "      <td>1.13539</td>\n",
              "      <td>1.087605</td>\n",
              "      <td>0.765492</td>\n",
              "      <td>0.68368</td>\n",
              "      <td>1.001556</td>\n",
              "      <td>1.154463</td>\n",
              "      <td>0.327095</td>\n",
              "      <td>1.030191</td>\n",
              "      <td>0.971882</td>\n",
              "      <td>0.805771</td>\n",
              "      <td>1.221451</td>\n",
              "      <td>1.05763</td>\n",
              "      <td>0.996418</td>\n",
              "      <td>0.628681</td>\n",
              "      <td>1.145121</td>\n",
              "      <td>2.332344</td>\n",
              "      <td>1.045981</td>\n",
              "      <td>1.820993</td>\n",
              "      <td>...</td>\n",
              "      <td>0.81929</td>\n",
              "      <td>1.493846</td>\n",
              "      <td>1.613441</td>\n",
              "      <td>1.988735</td>\n",
              "      <td>0.950736</td>\n",
              "      <td>0.607286</td>\n",
              "      <td>1.746481</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.753372</td>\n",
              "      <td>0.915027</td>\n",
              "      <td>1.324582</td>\n",
              "      <td>1.223611</td>\n",
              "      <td>2.114149</td>\n",
              "      <td>2.322455</td>\n",
              "      <td>0.750928</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>2.497258</td>\n",
              "      <td>0.486587</td>\n",
              "      <td>0.75043</td>\n",
              "      <td>1.223126</td>\n",
              "      <td>0.935957</td>\n",
              "      <td>0.793998</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.338151</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.075236</td>\n",
              "      <td>0.937293</td>\n",
              "      <td>1.741017</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.057297</td>\n",
              "      <td>0.970629</td>\n",
              "      <td>0.878577</td>\n",
              "      <td>1.84338</td>\n",
              "      <td>1.360568</td>\n",
              "      <td>1.578952</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>31673.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>0.998955</td>\n",
              "      <td>1.245138</td>\n",
              "      <td>1.666029</td>\n",
              "      <td>1.77043</td>\n",
              "      <td>1.041285</td>\n",
              "      <td>1.009646</td>\n",
              "      <td>1.046945</td>\n",
              "      <td>1.009034</td>\n",
              "      <td>0.864138</td>\n",
              "      <td>0.961596</td>\n",
              "      <td>1.161545</td>\n",
              "      <td>0.483112</td>\n",
              "      <td>1.310985</td>\n",
              "      <td>0.994481</td>\n",
              "      <td>0.919011</td>\n",
              "      <td>1.240488</td>\n",
              "      <td>0.733828</td>\n",
              "      <td>1.300055</td>\n",
              "      <td>1.175017</td>\n",
              "      <td>0.998602</td>\n",
              "      <td>0.993952</td>\n",
              "      <td>0.769082</td>\n",
              "      <td>2.314845</td>\n",
              "      <td>0.469751</td>\n",
              "      <td>1.371769</td>\n",
              "      <td>0.430697</td>\n",
              "      <td>0.930512</td>\n",
              "      <td>1.363608</td>\n",
              "      <td>1.169351</td>\n",
              "      <td>0.941743</td>\n",
              "      <td>0.94237</td>\n",
              "      <td>1.151763</td>\n",
              "      <td>1.001661</td>\n",
              "      <td>2.707046</td>\n",
              "      <td>0.852652</td>\n",
              "      <td>1.73131</td>\n",
              "      <td>0.798582</td>\n",
              "      <td>...</td>\n",
              "      <td>1.206131</td>\n",
              "      <td>0.892226</td>\n",
              "      <td>0.896942</td>\n",
              "      <td>1.056443</td>\n",
              "      <td>2.311154</td>\n",
              "      <td>0.575969</td>\n",
              "      <td>3.182494</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.168463</td>\n",
              "      <td>1</td>\n",
              "      <td>0.499442</td>\n",
              "      <td>1.122036</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>1.374115</td>\n",
              "      <td>2.008913</td>\n",
              "      <td>0.815083</td>\n",
              "      <td>0.809832</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.40712</td>\n",
              "      <td>0.564316</td>\n",
              "      <td>1.372079</td>\n",
              "      <td>1.543889</td>\n",
              "      <td>0.926315</td>\n",
              "      <td>1.856346</td>\n",
              "      <td>1.159214</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.972937</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.984817</td>\n",
              "      <td>1</td>\n",
              "      <td>0.990214</td>\n",
              "      <td>1</td>\n",
              "      <td>1.329055</td>\n",
              "      <td>0.979914</td>\n",
              "      <td>1.013123</td>\n",
              "      <td>3.288949</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.70781</td>\n",
              "      <td>0.991363</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>31675.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>0.936832</td>\n",
              "      <td>0.954382</td>\n",
              "      <td>1.730699</td>\n",
              "      <td>1.609744</td>\n",
              "      <td>0.918458</td>\n",
              "      <td>0.83833</td>\n",
              "      <td>0.958175</td>\n",
              "      <td>0.97484</td>\n",
              "      <td>1.30274</td>\n",
              "      <td>1.0081</td>\n",
              "      <td>1.071778</td>\n",
              "      <td>0.5842</td>\n",
              "      <td>1.659558</td>\n",
              "      <td>1.03583</td>\n",
              "      <td>1.288311</td>\n",
              "      <td>1.329015</td>\n",
              "      <td>0.827042</td>\n",
              "      <td>0.751159</td>\n",
              "      <td>1.500808</td>\n",
              "      <td>1.438343</td>\n",
              "      <td>1.035005</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.848875</td>\n",
              "      <td>1</td>\n",
              "      <td>1.303395</td>\n",
              "      <td>2.676167</td>\n",
              "      <td>1.061669</td>\n",
              "      <td>1.155227</td>\n",
              "      <td>1.464764</td>\n",
              "      <td>1.236421</td>\n",
              "      <td>1.148633</td>\n",
              "      <td>1.416156</td>\n",
              "      <td>0.822718</td>\n",
              "      <td>1.110929</td>\n",
              "      <td>1.053706</td>\n",
              "      <td>1.472752</td>\n",
              "      <td>0.518619</td>\n",
              "      <td>...</td>\n",
              "      <td>1.244321</td>\n",
              "      <td>0.625559</td>\n",
              "      <td>0.75409</td>\n",
              "      <td>0.748727</td>\n",
              "      <td>1.619288</td>\n",
              "      <td>1.303411</td>\n",
              "      <td>3.679771</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.451626</td>\n",
              "      <td>0.640395</td>\n",
              "      <td>5.099238</td>\n",
              "      <td>1.331513</td>\n",
              "      <td>0.91898</td>\n",
              "      <td>1.023865</td>\n",
              "      <td>1.721043</td>\n",
              "      <td>2.307263</td>\n",
              "      <td>1.600263</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.579214</td>\n",
              "      <td>0.349</td>\n",
              "      <td>1.851077</td>\n",
              "      <td>1.590418</td>\n",
              "      <td>1.126912</td>\n",
              "      <td>1.549157</td>\n",
              "      <td>0.722288</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.919197</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.42696</td>\n",
              "      <td>0.548558</td>\n",
              "      <td>0.800154</td>\n",
              "      <td>2.822969</td>\n",
              "      <td>0.800657</td>\n",
              "      <td>1.004661</td>\n",
              "      <td>1.735245</td>\n",
              "      <td>2.510397</td>\n",
              "      <td>1</td>\n",
              "      <td>0.741792</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>31677.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>0.973135</td>\n",
              "      <td>1.014846</td>\n",
              "      <td>1.131877</td>\n",
              "      <td>1.315339</td>\n",
              "      <td>0.916073</td>\n",
              "      <td>1.048994</td>\n",
              "      <td>0.999254</td>\n",
              "      <td>1.077945</td>\n",
              "      <td>1.036224</td>\n",
              "      <td>1.325095</td>\n",
              "      <td>1.215804</td>\n",
              "      <td>0.737041</td>\n",
              "      <td>1.630367</td>\n",
              "      <td>1.118146</td>\n",
              "      <td>0.953074</td>\n",
              "      <td>0.832701</td>\n",
              "      <td>1.029462</td>\n",
              "      <td>0.848124</td>\n",
              "      <td>1.017725</td>\n",
              "      <td>1.344724</td>\n",
              "      <td>0.87678</td>\n",
              "      <td>0.277941</td>\n",
              "      <td>0.923411</td>\n",
              "      <td>0.389095</td>\n",
              "      <td>0.341404</td>\n",
              "      <td>1.542639</td>\n",
              "      <td>1.072866</td>\n",
              "      <td>0.976067</td>\n",
              "      <td>0.807061</td>\n",
              "      <td>1.060159</td>\n",
              "      <td>1.527685</td>\n",
              "      <td>1.420371</td>\n",
              "      <td>1.960153</td>\n",
              "      <td>2.493416</td>\n",
              "      <td>2.218925</td>\n",
              "      <td>1.375862</td>\n",
              "      <td>1.266808</td>\n",
              "      <td>...</td>\n",
              "      <td>1.022674</td>\n",
              "      <td>1.041361</td>\n",
              "      <td>1.004206</td>\n",
              "      <td>0.746167</td>\n",
              "      <td>2.281453</td>\n",
              "      <td>0.676084</td>\n",
              "      <td>3.192781</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.980762</td>\n",
              "      <td>0.759818</td>\n",
              "      <td>0.818494</td>\n",
              "      <td>1.449729</td>\n",
              "      <td>0.825682</td>\n",
              "      <td>1.199594</td>\n",
              "      <td>1.305104</td>\n",
              "      <td>1.021329</td>\n",
              "      <td>0.412848</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.270012</td>\n",
              "      <td>1.129128</td>\n",
              "      <td>1.442064</td>\n",
              "      <td>2.24359</td>\n",
              "      <td>1.261841</td>\n",
              "      <td>1.344998</td>\n",
              "      <td>1.035153</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.027063</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.152692</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>0.97787</td>\n",
              "      <td>1.530474</td>\n",
              "      <td>1.399125</td>\n",
              "      <td>0.819362</td>\n",
              "      <td>0.765243</td>\n",
              "      <td>2.342162</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.093509</td>\n",
              "      <td>0.959835</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>31679.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>0.994376</td>\n",
              "      <td>1.082432</td>\n",
              "      <td>0.623487</td>\n",
              "      <td>0.582838</td>\n",
              "      <td>0.832373</td>\n",
              "      <td>0.880104</td>\n",
              "      <td>0.577831</td>\n",
              "      <td>0.856637</td>\n",
              "      <td>0.607677</td>\n",
              "      <td>1.004322</td>\n",
              "      <td>0.603509</td>\n",
              "      <td>1.206013</td>\n",
              "      <td>0.825867</td>\n",
              "      <td>1.161294</td>\n",
              "      <td>0.753631</td>\n",
              "      <td>0.30678</td>\n",
              "      <td>0.970538</td>\n",
              "      <td>0.968958</td>\n",
              "      <td>0.486715</td>\n",
              "      <td>1.510717</td>\n",
              "      <td>0.830713</td>\n",
              "      <td>0.597928</td>\n",
              "      <td>2.397124</td>\n",
              "      <td>0.533709</td>\n",
              "      <td>1.123972</td>\n",
              "      <td>3.784248</td>\n",
              "      <td>1.085178</td>\n",
              "      <td>0.570706</td>\n",
              "      <td>0.484762</td>\n",
              "      <td>0.947385</td>\n",
              "      <td>0.60666</td>\n",
              "      <td>0.548808</td>\n",
              "      <td>1.323842</td>\n",
              "      <td>0.701042</td>\n",
              "      <td>2.695141</td>\n",
              "      <td>0.252708</td>\n",
              "      <td>1.503932</td>\n",
              "      <td>...</td>\n",
              "      <td>0.445198</td>\n",
              "      <td>1.116129</td>\n",
              "      <td>1.174203</td>\n",
              "      <td>0.701494</td>\n",
              "      <td>0.341876</td>\n",
              "      <td>2.816797</td>\n",
              "      <td>0.109902</td>\n",
              "      <td>0.636547</td>\n",
              "      <td>0.053517</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.099757</td>\n",
              "      <td>0.850668</td>\n",
              "      <td>0.952828</td>\n",
              "      <td>1.080731</td>\n",
              "      <td>0.836421</td>\n",
              "      <td>4.982064</td>\n",
              "      <td>4.066973</td>\n",
              "      <td>1.975505</td>\n",
              "      <td>0.690096</td>\n",
              "      <td>0.397152</td>\n",
              "      <td>0.482893</td>\n",
              "      <td>1.910333</td>\n",
              "      <td>4.7625</td>\n",
              "      <td>0.689825</td>\n",
              "      <td>1.007347</td>\n",
              "      <td>1</td>\n",
              "      <td>1.972115</td>\n",
              "      <td>0.770356</td>\n",
              "      <td>11.793053</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>219.234573</td>\n",
              "      <td>1.588088</td>\n",
              "      <td>8.22909</td>\n",
              "      <td>0.983252</td>\n",
              "      <td>1.061479</td>\n",
              "      <td>0.387619</td>\n",
              "      <td>0.403674</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.90346</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>31681.0</td>\n",
              "      <td>2_Sham</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>0.987105</td>\n",
              "      <td>0.951211</td>\n",
              "      <td>1</td>\n",
              "      <td>1.113057</td>\n",
              "      <td>0.918301</td>\n",
              "      <td>0.979617</td>\n",
              "      <td>0.561837</td>\n",
              "      <td>0.905153</td>\n",
              "      <td>0.507396</td>\n",
              "      <td>0.756016</td>\n",
              "      <td>0.637654</td>\n",
              "      <td>0.325999</td>\n",
              "      <td>0.748262</td>\n",
              "      <td>0.919917</td>\n",
              "      <td>0.640495</td>\n",
              "      <td>0.825376</td>\n",
              "      <td>0.560755</td>\n",
              "      <td>1.068844</td>\n",
              "      <td>0.615648</td>\n",
              "      <td>0.449156</td>\n",
              "      <td>0.587313</td>\n",
              "      <td>0.477661</td>\n",
              "      <td>1.899685</td>\n",
              "      <td>0.709135</td>\n",
              "      <td>0.455575</td>\n",
              "      <td>0.262687</td>\n",
              "      <td>0.841067</td>\n",
              "      <td>0.664621</td>\n",
              "      <td>0.995972</td>\n",
              "      <td>0.336452</td>\n",
              "      <td>0.40901</td>\n",
              "      <td>0.429729</td>\n",
              "      <td>0.41531</td>\n",
              "      <td>0.510082</td>\n",
              "      <td>0.212168</td>\n",
              "      <td>0.910304</td>\n",
              "      <td>0.38382</td>\n",
              "      <td>...</td>\n",
              "      <td>0.792844</td>\n",
              "      <td>0.511754</td>\n",
              "      <td>0.664074</td>\n",
              "      <td>0.297722</td>\n",
              "      <td>0.82277</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>1.026119</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.096168</td>\n",
              "      <td>0.181999</td>\n",
              "      <td>1.717851</td>\n",
              "      <td>0.811063</td>\n",
              "      <td>0.681544</td>\n",
              "      <td>0.547086</td>\n",
              "      <td>0.667795</td>\n",
              "      <td>0.356732</td>\n",
              "      <td>1.110272</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.636537</td>\n",
              "      <td>0.409821</td>\n",
              "      <td>0.679033</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.154852</td>\n",
              "      <td>0.617068</td>\n",
              "      <td>0.37053</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.679373</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.569743</td>\n",
              "      <td>0.390843</td>\n",
              "      <td>0.922787</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.882425</td>\n",
              "      <td>0.890851</td>\n",
              "      <td>0.658861</td>\n",
              "      <td>0.832549</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.657851</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>31683.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.198148</td>\n",
              "      <td>0.905179</td>\n",
              "      <td>0.679442</td>\n",
              "      <td>0.912933</td>\n",
              "      <td>1.037474</td>\n",
              "      <td>1.001122</td>\n",
              "      <td>0.988903</td>\n",
              "      <td>1.668542</td>\n",
              "      <td>1.493469</td>\n",
              "      <td>1.594656</td>\n",
              "      <td>1.304453</td>\n",
              "      <td>0.725361</td>\n",
              "      <td>1.631034</td>\n",
              "      <td>1.184411</td>\n",
              "      <td>1.309536</td>\n",
              "      <td>0.653214</td>\n",
              "      <td>0.806519</td>\n",
              "      <td>0.814456</td>\n",
              "      <td>0.797499</td>\n",
              "      <td>1.090433</td>\n",
              "      <td>0.925833</td>\n",
              "      <td>0.43742</td>\n",
              "      <td>1.796965</td>\n",
              "      <td>0.232034</td>\n",
              "      <td>1.03907</td>\n",
              "      <td>1.082575</td>\n",
              "      <td>1.182396</td>\n",
              "      <td>0.666772</td>\n",
              "      <td>1.004028</td>\n",
              "      <td>1.143116</td>\n",
              "      <td>1.188627</td>\n",
              "      <td>0.873727</td>\n",
              "      <td>2.421493</td>\n",
              "      <td>0.367526</td>\n",
              "      <td>0.894927</td>\n",
              "      <td>1</td>\n",
              "      <td>3.64724</td>\n",
              "      <td>...</td>\n",
              "      <td>0.977326</td>\n",
              "      <td>1.184865</td>\n",
              "      <td>1.22324</td>\n",
              "      <td>1.558704</td>\n",
              "      <td>1.856593</td>\n",
              "      <td>1.353425</td>\n",
              "      <td>2.052982</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.666682</td>\n",
              "      <td>1.52253</td>\n",
              "      <td>0.500003</td>\n",
              "      <td>1.690199</td>\n",
              "      <td>1.410518</td>\n",
              "      <td>1.416767</td>\n",
              "      <td>1.831957</td>\n",
              "      <td>0.694988</td>\n",
              "      <td>0.884223</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.254873</td>\n",
              "      <td>0.734807</td>\n",
              "      <td>0.683746</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.042978</td>\n",
              "      <td>1.20741</td>\n",
              "      <td>0.411727</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.163042</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.241908</td>\n",
              "      <td>1.385964</td>\n",
              "      <td>1.327785</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.177422</td>\n",
              "      <td>1.029049</td>\n",
              "      <td>0.912203</td>\n",
              "      <td>0.681972</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.826854</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>31685.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.095873</td>\n",
              "      <td>0.594371</td>\n",
              "      <td>0.661244</td>\n",
              "      <td>0.637268</td>\n",
              "      <td>0.843325</td>\n",
              "      <td>0.988598</td>\n",
              "      <td>0.918995</td>\n",
              "      <td>1.22502</td>\n",
              "      <td>1.665352</td>\n",
              "      <td>1.141219</td>\n",
              "      <td>1.305176</td>\n",
              "      <td>1.089602</td>\n",
              "      <td>2.769817</td>\n",
              "      <td>1.36957</td>\n",
              "      <td>1.905926</td>\n",
              "      <td>0.459632</td>\n",
              "      <td>1.286047</td>\n",
              "      <td>0.619519</td>\n",
              "      <td>0.884707</td>\n",
              "      <td>1.526313</td>\n",
              "      <td>1.112893</td>\n",
              "      <td>0.364051</td>\n",
              "      <td>2.141504</td>\n",
              "      <td>1.521418</td>\n",
              "      <td>0.797929</td>\n",
              "      <td>2.714377</td>\n",
              "      <td>1.234718</td>\n",
              "      <td>0.803444</td>\n",
              "      <td>0.569471</td>\n",
              "      <td>1.655069</td>\n",
              "      <td>1.736036</td>\n",
              "      <td>0.888071</td>\n",
              "      <td>2.908652</td>\n",
              "      <td>1.807001</td>\n",
              "      <td>0.476732</td>\n",
              "      <td>1.142894</td>\n",
              "      <td>0.646614</td>\n",
              "      <td>...</td>\n",
              "      <td>0.672912</td>\n",
              "      <td>1.514836</td>\n",
              "      <td>1.212154</td>\n",
              "      <td>1.170193</td>\n",
              "      <td>1.704578</td>\n",
              "      <td>1.463853</td>\n",
              "      <td>1.931168</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.150174</td>\n",
              "      <td>1.158512</td>\n",
              "      <td>1.040113</td>\n",
              "      <td>1.271958</td>\n",
              "      <td>1.047172</td>\n",
              "      <td>1.097282</td>\n",
              "      <td>1.589883</td>\n",
              "      <td>0.528797</td>\n",
              "      <td>0.913825</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>1.06181</td>\n",
              "      <td>2.326109</td>\n",
              "      <td>0.350354</td>\n",
              "      <td>1.532022</td>\n",
              "      <td>1.305806</td>\n",
              "      <td>1.044081</td>\n",
              "      <td>1.154047</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.713379</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.903157</td>\n",
              "      <td>0.651935</td>\n",
              "      <td>1.009786</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.008099</td>\n",
              "      <td>0.980407</td>\n",
              "      <td>0.789353</td>\n",
              "      <td>1.421908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.272391</td>\n",
              "      <td>0.844353</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>31687.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>0.981184</td>\n",
              "      <td>1.063031</td>\n",
              "      <td>0.90563</td>\n",
              "      <td>0.809902</td>\n",
              "      <td>0.897319</td>\n",
              "      <td>0.934056</td>\n",
              "      <td>0.919195</td>\n",
              "      <td>1.241624</td>\n",
              "      <td>0.845375</td>\n",
              "      <td>1.088757</td>\n",
              "      <td>0.949682</td>\n",
              "      <td>0.479475</td>\n",
              "      <td>3.012362</td>\n",
              "      <td>1.015067</td>\n",
              "      <td>0.832624</td>\n",
              "      <td>0.884071</td>\n",
              "      <td>0.727371</td>\n",
              "      <td>1.242522</td>\n",
              "      <td>1.16093</td>\n",
              "      <td>0.567226</td>\n",
              "      <td>0.905537</td>\n",
              "      <td>0.565853</td>\n",
              "      <td>3.448094</td>\n",
              "      <td>0.645718</td>\n",
              "      <td>0.637664</td>\n",
              "      <td>0.345704</td>\n",
              "      <td>0.923872</td>\n",
              "      <td>1.156891</td>\n",
              "      <td>0.83194</td>\n",
              "      <td>0.879664</td>\n",
              "      <td>0.613805</td>\n",
              "      <td>0.686892</td>\n",
              "      <td>1.779509</td>\n",
              "      <td>0.5063</td>\n",
              "      <td>0.539408</td>\n",
              "      <td>1.227576</td>\n",
              "      <td>0.896246</td>\n",
              "      <td>...</td>\n",
              "      <td>1.098948</td>\n",
              "      <td>1.305852</td>\n",
              "      <td>1.227953</td>\n",
              "      <td>0.984836</td>\n",
              "      <td>2.072887</td>\n",
              "      <td>1.599556</td>\n",
              "      <td>2.238262</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>1.079653</td>\n",
              "      <td>0.682076</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>1.821819</td>\n",
              "      <td>0.829173</td>\n",
              "      <td>0.908318</td>\n",
              "      <td>1.856207</td>\n",
              "      <td>0.79546</td>\n",
              "      <td>2.934932</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.997357</td>\n",
              "      <td>0.425172</td>\n",
              "      <td>0.60612</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>1.164543</td>\n",
              "      <td>1.105386</td>\n",
              "      <td>0.542315</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.835652</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.08041</td>\n",
              "      <td>0.337813</td>\n",
              "      <td>1.301049</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>1.503245</td>\n",
              "      <td>1.197763</td>\n",
              "      <td>0.986877</td>\n",
              "      <td>1.018908</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>2.400353</td>\n",
              "      <td>0.91955</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>31689.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.266452</td>\n",
              "      <td>0.916067</td>\n",
              "      <td>0.422501</td>\n",
              "      <td>0.579968</td>\n",
              "      <td>0.87892</td>\n",
              "      <td>0.980845</td>\n",
              "      <td>0.7959</td>\n",
              "      <td>1.084713</td>\n",
              "      <td>1.260157</td>\n",
              "      <td>1.485987</td>\n",
              "      <td>0.83576</td>\n",
              "      <td>0.775685</td>\n",
              "      <td>1.767729</td>\n",
              "      <td>1.149198</td>\n",
              "      <td>1.046926</td>\n",
              "      <td>0.429835</td>\n",
              "      <td>0.898148</td>\n",
              "      <td>0.594004</td>\n",
              "      <td>0.84777</td>\n",
              "      <td>1.522377</td>\n",
              "      <td>1.029582</td>\n",
              "      <td>0.493227</td>\n",
              "      <td>1.930743</td>\n",
              "      <td>0.261824</td>\n",
              "      <td>0.783081</td>\n",
              "      <td>2.512407</td>\n",
              "      <td>0.980633</td>\n",
              "      <td>0.697477</td>\n",
              "      <td>0.66177</td>\n",
              "      <td>0.713837</td>\n",
              "      <td>1.06434</td>\n",
              "      <td>0.719592</td>\n",
              "      <td>4.196291</td>\n",
              "      <td>0.244781</td>\n",
              "      <td>0.467109</td>\n",
              "      <td>0.692591</td>\n",
              "      <td>0.942196</td>\n",
              "      <td>...</td>\n",
              "      <td>0.661009</td>\n",
              "      <td>1.594765</td>\n",
              "      <td>1.547382</td>\n",
              "      <td>2.537613</td>\n",
              "      <td>0.873883</td>\n",
              "      <td>0.442419</td>\n",
              "      <td>0.620612</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.468956</td>\n",
              "      <td>0.268082</td>\n",
              "      <td>0.731934</td>\n",
              "      <td>0.813288</td>\n",
              "      <td>0.406865</td>\n",
              "      <td>0.552759</td>\n",
              "      <td>1</td>\n",
              "      <td>0.501594</td>\n",
              "      <td>1.329938</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.974365</td>\n",
              "      <td>0.349288</td>\n",
              "      <td>0.668963</td>\n",
              "      <td>0.622196</td>\n",
              "      <td>0.96571</td>\n",
              "      <td>0.851152</td>\n",
              "      <td>0.509595</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>0.572355</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>0.758437</td>\n",
              "      <td>0.904229</td>\n",
              "      <td>1.691813</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.605205</td>\n",
              "      <td>0.982804</td>\n",
              "      <td>0.667623</td>\n",
              "      <td>0.614613</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>1.66702</td>\n",
              "      <td>0.934621</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>31691.0</td>\n",
              "      <td>4_Weight Matched</td>\n",
              "      <td>Month 3</td>\n",
              "      <td>1.343644</td>\n",
              "      <td>1.323332</td>\n",
              "      <td>0.62564</td>\n",
              "      <td>0.959722</td>\n",
              "      <td>1.046214</td>\n",
              "      <td>0.948326</td>\n",
              "      <td>1.309951</td>\n",
              "      <td>1.24985</td>\n",
              "      <td>1.985028</td>\n",
              "      <td>1.116053</td>\n",
              "      <td>1.357095</td>\n",
              "      <td>1.077358</td>\n",
              "      <td>2.287</td>\n",
              "      <td>1.005519</td>\n",
              "      <td>1.772221</td>\n",
              "      <td>1.115929</td>\n",
              "      <td>1.253826</td>\n",
              "      <td>0.794892</td>\n",
              "      <td>1.005334</td>\n",
              "      <td>1.20807</td>\n",
              "      <td>1.200286</td>\n",
              "      <td>1.02197</td>\n",
              "      <td>2.605911</td>\n",
              "      <td>0.980953</td>\n",
              "      <td>0.903276</td>\n",
              "      <td>2.645192</td>\n",
              "      <td>0.957599</td>\n",
              "      <td>1.510539</td>\n",
              "      <td>1.164942</td>\n",
              "      <td>1.307723</td>\n",
              "      <td>1.982495</td>\n",
              "      <td>1.228837</td>\n",
              "      <td>1.475044</td>\n",
              "      <td>0.512232</td>\n",
              "      <td>0.40218</td>\n",
              "      <td>1.295329</td>\n",
              "      <td>1.042043</td>\n",
              "      <td>...</td>\n",
              "      <td>1.11013</td>\n",
              "      <td>1.329343</td>\n",
              "      <td>1.18058</td>\n",
              "      <td>2.176491</td>\n",
              "      <td>1.938735</td>\n",
              "      <td>1</td>\n",
              "      <td>2.186889</td>\n",
              "      <td>0.213593</td>\n",
              "      <td>0.528777</td>\n",
              "      <td>0.19654</td>\n",
              "      <td>0.196333</td>\n",
              "      <td>0.898593</td>\n",
              "      <td>0.541481</td>\n",
              "      <td>0.945716</td>\n",
              "      <td>2.108315</td>\n",
              "      <td>1.412495</td>\n",
              "      <td>0.810479</td>\n",
              "      <td>0.024495</td>\n",
              "      <td>0.652656</td>\n",
              "      <td>0.329209</td>\n",
              "      <td>0.863052</td>\n",
              "      <td>0.492449</td>\n",
              "      <td>0.884332</td>\n",
              "      <td>1.217935</td>\n",
              "      <td>0.833863</td>\n",
              "      <td>1</td>\n",
              "      <td>0.027885</td>\n",
              "      <td>1.578411</td>\n",
              "      <td>0.075804</td>\n",
              "      <td>1.675356</td>\n",
              "      <td>0.396032</td>\n",
              "      <td>1.381847</td>\n",
              "      <td>0.363288</td>\n",
              "      <td>0.980105</td>\n",
              "      <td>0.999037</td>\n",
              "      <td>1.155117</td>\n",
              "      <td>1.356363</td>\n",
              "      <td>0.480871</td>\n",
              "      <td>0.710004</td>\n",
              "      <td>0.702914</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>30 rows × 595 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "0   Sample_ID             Group  ... thioproline 6-acetylglucose\n",
              "0     31593.0            1_RYGB  ...    1.149486        0.702914\n",
              "1     31595.0            1_RYGB  ...    0.720695        0.702914\n",
              "2     31597.0            1_RYGB  ...    2.197779        3.794518\n",
              "3     31599.0            1_RYGB  ...      1.8035        4.169416\n",
              "4     31601.0            1_RYGB  ...    0.719742        4.000286\n",
              "5     31603.0            2_Sham  ...    0.834337        1.723053\n",
              "6     31605.0            2_Sham  ...    0.345068        0.702914\n",
              "7     31607.0            2_Sham  ...    0.876641        1.689853\n",
              "8     31609.0            2_Sham  ...    2.634448        0.730885\n",
              "9     31611.0            2_Sham  ...    1.043616        0.702914\n",
              "10    31613.0  4_Weight Matched  ...    1.343689        0.859851\n",
              "11    31615.0  4_Weight Matched  ...    0.852058        1.347943\n",
              "12    31617.0  4_Weight Matched  ...     0.67927        1.437173\n",
              "13    31619.0  4_Weight Matched  ...    0.386071        2.099567\n",
              "14    31621.0  4_Weight Matched  ...    0.464993        0.853675\n",
              "15    31663.0            1_RYGB  ...    1.169712         2.64878\n",
              "16    31665.0            1_RYGB  ...    0.630187        0.702914\n",
              "17    31667.0            1_RYGB  ...    0.956384        1.246561\n",
              "18    31669.0            1_RYGB  ...    3.606056        0.924637\n",
              "19    31671.0            1_RYGB  ...    1.578952        0.702914\n",
              "20    31673.0            2_Sham  ...     0.70781        0.991363\n",
              "21    31675.0            2_Sham  ...    0.741792        0.702914\n",
              "22    31677.0            2_Sham  ...    1.093509        0.959835\n",
              "23    31679.0            2_Sham  ...     1.90346        0.702914\n",
              "24    31681.0            2_Sham  ...    0.657851               1\n",
              "25    31683.0  4_Weight Matched  ...    1.826854        0.702914\n",
              "26    31685.0  4_Weight Matched  ...    1.272391        0.844353\n",
              "27    31687.0  4_Weight Matched  ...    2.400353         0.91955\n",
              "28    31689.0  4_Weight Matched  ...     1.66702        0.934621\n",
              "29    31691.0  4_Weight Matched  ...    0.710004        0.702914\n",
              "\n",
              "[30 rows x 595 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 30
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pHrRtZGVmQEl",
        "outputId": "474ed9c5-aa80-4aac-83ec-7155a51c3de8"
      },
      "source": [
        "y = df_join[\"Group\"]\n",
        "y"
      ],
      "execution_count": 31,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0               1_RYGB\n",
              "1               1_RYGB\n",
              "2               1_RYGB\n",
              "3               1_RYGB\n",
              "4               1_RYGB\n",
              "5               2_Sham\n",
              "6               2_Sham\n",
              "7               2_Sham\n",
              "8               2_Sham\n",
              "9               2_Sham\n",
              "10    4_Weight Matched\n",
              "11    4_Weight Matched\n",
              "12    4_Weight Matched\n",
              "13    4_Weight Matched\n",
              "14    4_Weight Matched\n",
              "15              1_RYGB\n",
              "16              1_RYGB\n",
              "17              1_RYGB\n",
              "18              1_RYGB\n",
              "19              1_RYGB\n",
              "20              2_Sham\n",
              "21              2_Sham\n",
              "22              2_Sham\n",
              "23              2_Sham\n",
              "24              2_Sham\n",
              "25    4_Weight Matched\n",
              "26    4_Weight Matched\n",
              "27    4_Weight Matched\n",
              "28    4_Weight Matched\n",
              "29    4_Weight Matched\n",
              "Name: Group, dtype: object"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 31
        }
      ]
    }
  ]
}