Resultados_aula_02_imersao_2021.ipynb

{
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  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Resultados aula 02 imersao/2021.ipynb",
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5TBz83XcCcWl"
      },
      "source": [
        "#Aula 1"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "_dhHoJEKh1NO"
      },
      "source": [
        "##Dados"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "-B-4mXoUiG2_",
        "outputId": "d0abbe7d-173d-431e-9331-f9d9214dc08e"
      },
      "source": [
        "import pandas as pd\n",
        "url_dados = 'https://github.com/alura-cursos/imersaodados3/blob/main/dados/dados_experimentos.zip?raw=true'\n",
        "dados = pd.read_csv(url_dados, compression = 'zip')\n",
        "dados"
      ],
      "execution_count": 37,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
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              "      <th>g-33</th>\n",
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              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
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              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
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              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
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              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
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              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>id_fffb70c0c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>ecf3b6b74</td>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "      <td>-0.3743</td>\n",
              "      <td>0.9905</td>\n",
              "      <td>-0.7178</td>\n",
              "      <td>0.6621</td>\n",
              "      <td>-0.2252</td>\n",
              "      <td>-0.5565</td>\n",
              "      <td>0.5112</td>\n",
              "      <td>0.6727</td>\n",
              "      <td>-0.1851</td>\n",
              "      <td>2.8650</td>\n",
              "      <td>-0.2140</td>\n",
              "      <td>-0.6153</td>\n",
              "      <td>0.8362</td>\n",
              "      <td>0.5584</td>\n",
              "      <td>-0.2589</td>\n",
              "      <td>0.1292</td>\n",
              "      <td>0.0148</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>-0.2182</td>\n",
              "      <td>-0.9235</td>\n",
              "      <td>0.0749</td>\n",
              "      <td>-1.5910</td>\n",
              "      <td>-0.8359</td>\n",
              "      <td>-0.9217</td>\n",
              "      <td>0.3013</td>\n",
              "      <td>0.1716</td>\n",
              "      <td>0.0880</td>\n",
              "      <td>0.1842</td>\n",
              "      <td>0.1835</td>\n",
              "      <td>0.5436</td>\n",
              "      <td>-0.0533</td>\n",
              "      <td>-0.0491</td>\n",
              "      <td>0.9543</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1410</td>\n",
              "      <td>1.2640</td>\n",
              "      <td>-0.8663</td>\n",
              "      <td>0.8129</td>\n",
              "      <td>-0.1514</td>\n",
              "      <td>-0.4652</td>\n",
              "      <td>-0.7390</td>\n",
              "      <td>-1.3270</td>\n",
              "      <td>0.9925</td>\n",
              "      <td>1.0570</td>\n",
              "      <td>-0.3355</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.8219</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>-0.2942</td>\n",
              "      <td>0.2408</td>\n",
              "      <td>-0.7781</td>\n",
              "      <td>-0.0929</td>\n",
              "      <td>-0.0329</td>\n",
              "      <td>0.0781</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>0.3188</td>\n",
              "      <td>-1.1080</td>\n",
              "      <td>0.4895</td>\n",
              "      <td>-0.2144</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.4444</td>\n",
              "      <td>-1.1130</td>\n",
              "      <td>0.4286</td>\n",
              "      <td>0.4426</td>\n",
              "      <td>0.0423</td>\n",
              "      <td>-0.3195</td>\n",
              "      <td>-0.8086</td>\n",
              "      <td>-0.9798</td>\n",
              "      <td>-0.2084</td>\n",
              "      <td>-0.1224</td>\n",
              "      <td>-0.2715</td>\n",
              "      <td>0.3689</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>id_ffffdd77b</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>972f41291</td>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>-0.1361</td>\n",
              "      <td>0.7952</td>\n",
              "      <td>-0.3611</td>\n",
              "      <td>-3.6750</td>\n",
              "      <td>-1.2420</td>\n",
              "      <td>0.9146</td>\n",
              "      <td>3.0790</td>\n",
              "      <td>1.2460</td>\n",
              "      <td>1.9460</td>\n",
              "      <td>1.4370</td>\n",
              "      <td>2.9780</td>\n",
              "      <td>2.2370</td>\n",
              "      <td>-0.6818</td>\n",
              "      <td>0.6870</td>\n",
              "      <td>-1.1060</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>-0.9247</td>\n",
              "      <td>-0.0738</td>\n",
              "      <td>-0.1919</td>\n",
              "      <td>-0.7722</td>\n",
              "      <td>-1.4050</td>\n",
              "      <td>-1.0050</td>\n",
              "      <td>-1.1170</td>\n",
              "      <td>-0.5293</td>\n",
              "      <td>-1.1720</td>\n",
              "      <td>-0.2885</td>\n",
              "      <td>0.1599</td>\n",
              "      <td>-0.4250</td>\n",
              "      <td>0.3591</td>\n",
              "      <td>-0.1420</td>\n",
              "      <td>-0.9530</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-1.8340</td>\n",
              "      <td>...</td>\n",
              "      <td>-6.9170</td>\n",
              "      <td>-1.8640</td>\n",
              "      <td>-2.5090</td>\n",
              "      <td>-4.7130</td>\n",
              "      <td>-1.7250</td>\n",
              "      <td>-3.8650</td>\n",
              "      <td>-3.0800</td>\n",
              "      <td>-4.1530</td>\n",
              "      <td>-1.2030</td>\n",
              "      <td>-1.1690</td>\n",
              "      <td>-4.1460</td>\n",
              "      <td>-1.2670</td>\n",
              "      <td>-1.1300</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>0.1591</td>\n",
              "      <td>-2.2490</td>\n",
              "      <td>-2.5860</td>\n",
              "      <td>-1.9520</td>\n",
              "      <td>-2.1810</td>\n",
              "      <td>-4.6690</td>\n",
              "      <td>-3.9450</td>\n",
              "      <td>-2.9560</td>\n",
              "      <td>-2.7930</td>\n",
              "      <td>-2.1560</td>\n",
              "      <td>-2.4100</td>\n",
              "      <td>-1.8190</td>\n",
              "      <td>-3.3480</td>\n",
              "      <td>-0.1414</td>\n",
              "      <td>-2.6430</td>\n",
              "      <td>-2.5810</td>\n",
              "      <td>-3.3890</td>\n",
              "      <td>-1.7450</td>\n",
              "      <td>-6.6300</td>\n",
              "      <td>-4.0950</td>\n",
              "      <td>-7.3860</td>\n",
              "      <td>-1.4160</td>\n",
              "      <td>-3.5770</td>\n",
              "      <td>-0.4775</td>\n",
              "      <td>-2.1500</td>\n",
              "      <td>-4.2520</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>23814 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "0      id_000644bb2     com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1      id_000779bfc     com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2      id_000a6266a     com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3      id_0015fd391     com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4      id_001626bd3     com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23810  id_fffb70c0c     com_droga     24   D2  ... -0.2084 -0.1224 -0.2715  0.3689\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "23813  id_ffffdd77b     com_droga     72   D1  ... -3.5770 -0.4775 -2.1500 -4.2520\n",
              "\n",
              "[23814 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 37
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-nzVGn3Aj_6k",
        "outputId": "35fe7026-e23b-4e7e-ec4f-32582a521cd3"
      },
      "source": [
        "dados.shape"
      ],
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(23814, 877)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 20
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xX4lBFlOjr3Q"
      },
      "source": [
        "**Modifiquei a ordem dos desafios para uma que fazia mais sentido para mim**"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "vlVGPUQFe4Gz"
      },
      "source": [
        "##Desafio 06: Renomear as colunas tirando o hífen.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "85j-rhnli-6t",
        "outputId": "a880bdb9-4d50-4474-a2db-58497576514f"
      },
      "source": [
        "dados.columns = dados.columns.str.replace('-', '')\n",
        "dados.columns"
      ],
      "execution_count": 38,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['id', 'tratamento', 'tempo', 'dose', 'droga', 'g0', 'g1', 'g2', 'g3',\n",
              "       'g4',\n",
              "       ...\n",
              "       'c90', 'c91', 'c92', 'c93', 'c94', 'c95', 'c96', 'c97', 'c98', 'c99'],\n",
              "      dtype='object', length=877)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 38
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "eK_rJA3SjXXP"
      },
      "source": [
        "##Desafio: Plotar as 5 primeiras linhas da tabela"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "oFhrvEM0jgFE",
        "outputId": "4bb1ec50-6363-4317-f9a7-adc2ddac3bca"
      },
      "source": [
        "dados.head()"
      ],
      "execution_count": 39,
      "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>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g0</th>\n",
              "      <th>g1</th>\n",
              "      <th>g2</th>\n",
              "      <th>g3</th>\n",
              "      <th>g4</th>\n",
              "      <th>g5</th>\n",
              "      <th>g6</th>\n",
              "      <th>g7</th>\n",
              "      <th>g8</th>\n",
              "      <th>g9</th>\n",
              "      <th>g10</th>\n",
              "      <th>g11</th>\n",
              "      <th>g12</th>\n",
              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
              "      <th>g28</th>\n",
              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             id tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "0  id_000644bb2  com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1  id_000779bfc  com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2  id_000a6266a  com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3  id_0015fd391  com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4  id_001626bd3  com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 39
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "vIFyGu8verWe"
      },
      "source": [
        "##Desafio 02: Plotar as 5 últimas linhas da tabela\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "6YpW_RGAjlUa",
        "outputId": "9b0189cc-0970-4663-e71f-09486883f079"
      },
      "source": [
        "dados.tail()"
      ],
      "execution_count": 40,
      "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>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g0</th>\n",
              "      <th>g1</th>\n",
              "      <th>g2</th>\n",
              "      <th>g3</th>\n",
              "      <th>g4</th>\n",
              "      <th>g5</th>\n",
              "      <th>g6</th>\n",
              "      <th>g7</th>\n",
              "      <th>g8</th>\n",
              "      <th>g9</th>\n",
              "      <th>g10</th>\n",
              "      <th>g11</th>\n",
              "      <th>g12</th>\n",
              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
              "      <th>g28</th>\n",
              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>id_fffb70c0c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>ecf3b6b74</td>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "      <td>-0.3743</td>\n",
              "      <td>0.9905</td>\n",
              "      <td>-0.7178</td>\n",
              "      <td>0.6621</td>\n",
              "      <td>-0.2252</td>\n",
              "      <td>-0.5565</td>\n",
              "      <td>0.5112</td>\n",
              "      <td>0.6727</td>\n",
              "      <td>-0.1851</td>\n",
              "      <td>2.8650</td>\n",
              "      <td>-0.2140</td>\n",
              "      <td>-0.6153</td>\n",
              "      <td>0.8362</td>\n",
              "      <td>0.5584</td>\n",
              "      <td>-0.2589</td>\n",
              "      <td>0.1292</td>\n",
              "      <td>0.0148</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>-0.2182</td>\n",
              "      <td>-0.9235</td>\n",
              "      <td>0.0749</td>\n",
              "      <td>-1.5910</td>\n",
              "      <td>-0.8359</td>\n",
              "      <td>-0.9217</td>\n",
              "      <td>0.3013</td>\n",
              "      <td>0.1716</td>\n",
              "      <td>0.0880</td>\n",
              "      <td>0.1842</td>\n",
              "      <td>0.1835</td>\n",
              "      <td>0.5436</td>\n",
              "      <td>-0.0533</td>\n",
              "      <td>-0.0491</td>\n",
              "      <td>0.9543</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1410</td>\n",
              "      <td>1.2640</td>\n",
              "      <td>-0.8663</td>\n",
              "      <td>0.8129</td>\n",
              "      <td>-0.1514</td>\n",
              "      <td>-0.4652</td>\n",
              "      <td>-0.7390</td>\n",
              "      <td>-1.3270</td>\n",
              "      <td>0.9925</td>\n",
              "      <td>1.0570</td>\n",
              "      <td>-0.3355</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.8219</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>-0.2942</td>\n",
              "      <td>0.2408</td>\n",
              "      <td>-0.7781</td>\n",
              "      <td>-0.0929</td>\n",
              "      <td>-0.0329</td>\n",
              "      <td>0.0781</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>0.3188</td>\n",
              "      <td>-1.1080</td>\n",
              "      <td>0.4895</td>\n",
              "      <td>-0.2144</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.4444</td>\n",
              "      <td>-1.1130</td>\n",
              "      <td>0.4286</td>\n",
              "      <td>0.4426</td>\n",
              "      <td>0.0423</td>\n",
              "      <td>-0.3195</td>\n",
              "      <td>-0.8086</td>\n",
              "      <td>-0.9798</td>\n",
              "      <td>-0.2084</td>\n",
              "      <td>-0.1224</td>\n",
              "      <td>-0.2715</td>\n",
              "      <td>0.3689</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>id_ffffdd77b</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>972f41291</td>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>-0.1361</td>\n",
              "      <td>0.7952</td>\n",
              "      <td>-0.3611</td>\n",
              "      <td>-3.6750</td>\n",
              "      <td>-1.2420</td>\n",
              "      <td>0.9146</td>\n",
              "      <td>3.0790</td>\n",
              "      <td>1.2460</td>\n",
              "      <td>1.9460</td>\n",
              "      <td>1.4370</td>\n",
              "      <td>2.9780</td>\n",
              "      <td>2.2370</td>\n",
              "      <td>-0.6818</td>\n",
              "      <td>0.6870</td>\n",
              "      <td>-1.1060</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>-0.9247</td>\n",
              "      <td>-0.0738</td>\n",
              "      <td>-0.1919</td>\n",
              "      <td>-0.7722</td>\n",
              "      <td>-1.4050</td>\n",
              "      <td>-1.0050</td>\n",
              "      <td>-1.1170</td>\n",
              "      <td>-0.5293</td>\n",
              "      <td>-1.1720</td>\n",
              "      <td>-0.2885</td>\n",
              "      <td>0.1599</td>\n",
              "      <td>-0.4250</td>\n",
              "      <td>0.3591</td>\n",
              "      <td>-0.1420</td>\n",
              "      <td>-0.9530</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-1.8340</td>\n",
              "      <td>...</td>\n",
              "      <td>-6.9170</td>\n",
              "      <td>-1.8640</td>\n",
              "      <td>-2.5090</td>\n",
              "      <td>-4.7130</td>\n",
              "      <td>-1.7250</td>\n",
              "      <td>-3.8650</td>\n",
              "      <td>-3.0800</td>\n",
              "      <td>-4.1530</td>\n",
              "      <td>-1.2030</td>\n",
              "      <td>-1.1690</td>\n",
              "      <td>-4.1460</td>\n",
              "      <td>-1.2670</td>\n",
              "      <td>-1.1300</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>0.1591</td>\n",
              "      <td>-2.2490</td>\n",
              "      <td>-2.5860</td>\n",
              "      <td>-1.9520</td>\n",
              "      <td>-2.1810</td>\n",
              "      <td>-4.6690</td>\n",
              "      <td>-3.9450</td>\n",
              "      <td>-2.9560</td>\n",
              "      <td>-2.7930</td>\n",
              "      <td>-2.1560</td>\n",
              "      <td>-2.4100</td>\n",
              "      <td>-1.8190</td>\n",
              "      <td>-3.3480</td>\n",
              "      <td>-0.1414</td>\n",
              "      <td>-2.6430</td>\n",
              "      <td>-2.5810</td>\n",
              "      <td>-3.3890</td>\n",
              "      <td>-1.7450</td>\n",
              "      <td>-6.6300</td>\n",
              "      <td>-4.0950</td>\n",
              "      <td>-7.3860</td>\n",
              "      <td>-1.4160</td>\n",
              "      <td>-3.5770</td>\n",
              "      <td>-0.4775</td>\n",
              "      <td>-2.1500</td>\n",
              "      <td>-4.2520</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23810  id_fffb70c0c     com_droga     24   D2  ... -0.2084 -0.1224 -0.2715  0.3689\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "23813  id_ffffdd77b     com_droga     72   D1  ... -3.5770 -0.4775 -2.1500 -4.2520\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 40
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "6nTQ5kUweuE-"
      },
      "source": [
        "##Desafio 03: Proporção das classes tratamento\n",
        "##Desafio 07: Deixar os gráficos bonitões. (Matplotlib.pyplot)"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oDXB6kjDj8I0",
        "outputId": "020c458c-cb66-4ada-8520-34cab9351881"
      },
      "source": [
        "dados['tratamento'].value_counts()"
      ],
      "execution_count": 41,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "com_droga       21948\n",
              "com_controle     1866\n",
              "Name: tratamento, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 41
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "fwhKP7JkkWDL",
        "outputId": "73d7fdad-b0de-454a-d7b3-d7df778cba92"
      },
      "source": [
        "dados['tratamento'].value_counts(normalize = True) * 100"
      ],
      "execution_count": 42,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "com_droga       92.164273\n",
              "com_controle     7.835727\n",
              "Name: tratamento, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 42
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 352
        },
        "id": "OsihuyGYrWas",
        "outputId": "f9036557-d09c-48c8-99e8-12322683e8e2"
      },
      "source": [
        "dados['tratamento'].value_counts().plot.bar()\n",
        "import matplotlib.pyplot as plt\n",
        "plt.title('Experimentos')\n",
        "plt.xlabel('Sistemas')\n",
        "plt.ylabel('Quantidade')\n",
        "plt.show()"
      ],
      "execution_count": 43,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 298
        },
        "id": "q3awEw3LuzSn",
        "outputId": "c64da857-e2c0-4994-b89d-43b9a9dd746d"
      },
      "source": [
        "dados['tempo'].value_counts().plot.bar()\n",
        "import matplotlib.pyplot as plt\n",
        "plt.title('Experimentos')\n",
        "plt.xlabel('Tempos')\n",
        "plt.ylabel('Quantidade')\n",
        "plt.show()"
      ],
      "execution_count": 44,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "FkHvvwkMe0ah"
      },
      "source": [
        "##Desafio 04: Quantas tipos de drogas foram investigados.\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MSdC16PdtmeR",
        "outputId": "41495ea7-e623-4ef7-ed87-3417f5714369"
      },
      "source": [
        "dados['droga'].unique()\n",
        "dados['droga'].value_counts()"
      ],
      "execution_count": 45,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "cacb2b860    1866\n",
              "87d714366     718\n",
              "9f80f3f77     246\n",
              "8b87a7a83     203\n",
              "5628cb3ee     202\n",
              "             ... \n",
              "6fbceecd4       1\n",
              "6ec93d617       1\n",
              "225385f09       1\n",
              "19b95658c       1\n",
              "f19d8c43b       1\n",
              "Name: droga, Length: 3289, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 45
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "fE6cq8rEe2kz"
      },
      "source": [
        "##Desafio 05: Procurar na documentação o método query(pandas).\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "4n_aQxT_t7Jh",
        "outputId": "fc185d84-c7ae-4ede-b27e-8ad8d144f36f"
      },
      "source": [
        "dados_filtrados = dados[dados['g0']>0]\n",
        "dados_filtrados"
      ],
      "execution_count": 46,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
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              "      <th>g32</th>\n",
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              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
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              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
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              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
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              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
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              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
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              "      <th>c85</th>\n",
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              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>id_001bd861f</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>746ca1f5a</td>\n",
              "      <td>2.0440</td>\n",
              "      <td>1.7000</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>5.9440</td>\n",
              "      <td>-2.1670</td>\n",
              "      <td>-4.0360</td>\n",
              "      <td>3.6950</td>\n",
              "      <td>1.4530</td>\n",
              "      <td>0.9724</td>\n",
              "      <td>-2.4380</td>\n",
              "      <td>5.1340</td>\n",
              "      <td>-4.6600</td>\n",
              "      <td>5.7960</td>\n",
              "      <td>4.9700</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>2.4790</td>\n",
              "      <td>-3.8010</td>\n",
              "      <td>-1.0230</td>\n",
              "      <td>5.3110</td>\n",
              "      <td>-0.5660</td>\n",
              "      <td>-4.4450</td>\n",
              "      <td>1.2210</td>\n",
              "      <td>1.3750</td>\n",
              "      <td>0.3932</td>\n",
              "      <td>0.3392</td>\n",
              "      <td>4.3510</td>\n",
              "      <td>5.7540</td>\n",
              "      <td>-1.6590</td>\n",
              "      <td>5.3000</td>\n",
              "      <td>5.6050</td>\n",
              "      <td>5.5320</td>\n",
              "      <td>3.7860</td>\n",
              "      <td>0.9197</td>\n",
              "      <td>1.9310</td>\n",
              "      <td>2.4870</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.8904</td>\n",
              "      <td>2.0590</td>\n",
              "      <td>0.5052</td>\n",
              "      <td>0.6890</td>\n",
              "      <td>0.5340</td>\n",
              "      <td>0.5135</td>\n",
              "      <td>0.6507</td>\n",
              "      <td>0.9838</td>\n",
              "      <td>0.4532</td>\n",
              "      <td>-0.3212</td>\n",
              "      <td>0.2662</td>\n",
              "      <td>0.6864</td>\n",
              "      <td>1.6300</td>\n",
              "      <td>1.3810</td>\n",
              "      <td>0.0061</td>\n",
              "      <td>0.2908</td>\n",
              "      <td>0.2598</td>\n",
              "      <td>0.1266</td>\n",
              "      <td>-0.3526</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>-1.1030</td>\n",
              "      <td>1.3650</td>\n",
              "      <td>1.0610</td>\n",
              "      <td>0.4034</td>\n",
              "      <td>1.0880</td>\n",
              "      <td>-0.4230</td>\n",
              "      <td>0.4013</td>\n",
              "      <td>0.1726</td>\n",
              "      <td>0.7464</td>\n",
              "      <td>0.9418</td>\n",
              "      <td>0.1855</td>\n",
              "      <td>1.1720</td>\n",
              "      <td>0.8325</td>\n",
              "      <td>0.6486</td>\n",
              "      <td>0.8090</td>\n",
              "      <td>1.5880</td>\n",
              "      <td>2.4670</td>\n",
              "      <td>0.0357</td>\n",
              "      <td>0.1351</td>\n",
              "      <td>-0.3179</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>id_0020d0484</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.2711</td>\n",
              "      <td>0.5133</td>\n",
              "      <td>-0.1327</td>\n",
              "      <td>2.5950</td>\n",
              "      <td>0.6980</td>\n",
              "      <td>0.5846</td>\n",
              "      <td>-0.2633</td>\n",
              "      <td>-2.1490</td>\n",
              "      <td>0.4881</td>\n",
              "      <td>1.4750</td>\n",
              "      <td>-0.0488</td>\n",
              "      <td>-0.0561</td>\n",
              "      <td>0.1641</td>\n",
              "      <td>0.1749</td>\n",
              "      <td>-0.3464</td>\n",
              "      <td>-0.1811</td>\n",
              "      <td>0.5685</td>\n",
              "      <td>1.2970</td>\n",
              "      <td>1.0510</td>\n",
              "      <td>-0.9585</td>\n",
              "      <td>0.7911</td>\n",
              "      <td>-0.2991</td>\n",
              "      <td>2.7420</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>-1.0240</td>\n",
              "      <td>0.7268</td>\n",
              "      <td>0.1590</td>\n",
              "      <td>-1.9730</td>\n",
              "      <td>1.1340</td>\n",
              "      <td>-2.5720</td>\n",
              "      <td>0.2068</td>\n",
              "      <td>0.9992</td>\n",
              "      <td>-0.1958</td>\n",
              "      <td>0.2262</td>\n",
              "      <td>1.0140</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2623</td>\n",
              "      <td>-0.5500</td>\n",
              "      <td>-0.0530</td>\n",
              "      <td>0.2077</td>\n",
              "      <td>-0.0825</td>\n",
              "      <td>0.2156</td>\n",
              "      <td>0.8142</td>\n",
              "      <td>1.0990</td>\n",
              "      <td>1.0860</td>\n",
              "      <td>0.4011</td>\n",
              "      <td>-0.1342</td>\n",
              "      <td>0.4653</td>\n",
              "      <td>-0.1104</td>\n",
              "      <td>0.3935</td>\n",
              "      <td>1.2370</td>\n",
              "      <td>-0.5072</td>\n",
              "      <td>0.0351</td>\n",
              "      <td>0.5084</td>\n",
              "      <td>-0.1248</td>\n",
              "      <td>0.4351</td>\n",
              "      <td>0.1389</td>\n",
              "      <td>0.6726</td>\n",
              "      <td>0.6070</td>\n",
              "      <td>0.3431</td>\n",
              "      <td>-0.4116</td>\n",
              "      <td>0.1194</td>\n",
              "      <td>0.3420</td>\n",
              "      <td>0.1331</td>\n",
              "      <td>0.8541</td>\n",
              "      <td>0.6282</td>\n",
              "      <td>0.3230</td>\n",
              "      <td>-0.4140</td>\n",
              "      <td>0.2532</td>\n",
              "      <td>0.0513</td>\n",
              "      <td>0.8600</td>\n",
              "      <td>1.4250</td>\n",
              "      <td>0.6633</td>\n",
              "      <td>0.4562</td>\n",
              "      <td>-0.9622</td>\n",
              "      <td>0.0260</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23807</th>\n",
              "      <td>id_fff7e6992</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>a28556d51</td>\n",
              "      <td>0.1420</td>\n",
              "      <td>-0.3696</td>\n",
              "      <td>-0.0093</td>\n",
              "      <td>-0.2495</td>\n",
              "      <td>-0.0175</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>-0.2201</td>\n",
              "      <td>0.2443</td>\n",
              "      <td>0.4879</td>\n",
              "      <td>0.3432</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>0.9056</td>\n",
              "      <td>0.3538</td>\n",
              "      <td>0.5246</td>\n",
              "      <td>-0.4441</td>\n",
              "      <td>-0.1605</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-0.5619</td>\n",
              "      <td>-0.1409</td>\n",
              "      <td>0.1255</td>\n",
              "      <td>0.1214</td>\n",
              "      <td>-0.1975</td>\n",
              "      <td>-0.4367</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4301</td>\n",
              "      <td>-0.7606</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>0.0270</td>\n",
              "      <td>-0.0367</td>\n",
              "      <td>-1.2480</td>\n",
              "      <td>0.0559</td>\n",
              "      <td>-0.0984</td>\n",
              "      <td>0.5537</td>\n",
              "      <td>0.1063</td>\n",
              "      <td>0.3893</td>\n",
              "      <td>...</td>\n",
              "      <td>0.5554</td>\n",
              "      <td>0.2225</td>\n",
              "      <td>-0.0903</td>\n",
              "      <td>0.9227</td>\n",
              "      <td>-0.0460</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>1.0730</td>\n",
              "      <td>-0.6904</td>\n",
              "      <td>0.9298</td>\n",
              "      <td>1.0500</td>\n",
              "      <td>0.4646</td>\n",
              "      <td>0.4481</td>\n",
              "      <td>0.9771</td>\n",
              "      <td>0.7187</td>\n",
              "      <td>0.5299</td>\n",
              "      <td>0.1079</td>\n",
              "      <td>1.2010</td>\n",
              "      <td>0.2529</td>\n",
              "      <td>-0.4546</td>\n",
              "      <td>0.7998</td>\n",
              "      <td>0.6401</td>\n",
              "      <td>-1.3370</td>\n",
              "      <td>0.6542</td>\n",
              "      <td>0.8561</td>\n",
              "      <td>0.4829</td>\n",
              "      <td>0.3213</td>\n",
              "      <td>-0.0177</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.4626</td>\n",
              "      <td>0.0030</td>\n",
              "      <td>0.8775</td>\n",
              "      <td>0.5230</td>\n",
              "      <td>0.1589</td>\n",
              "      <td>0.7715</td>\n",
              "      <td>0.5497</td>\n",
              "      <td>0.6929</td>\n",
              "      <td>0.3738</td>\n",
              "      <td>0.8636</td>\n",
              "      <td>0.4494</td>\n",
              "      <td>0.1218</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23808</th>\n",
              "      <td>id_fff8c2444</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>6c3a459be</td>\n",
              "      <td>0.1608</td>\n",
              "      <td>-1.0500</td>\n",
              "      <td>0.2551</td>\n",
              "      <td>-0.2239</td>\n",
              "      <td>-0.2431</td>\n",
              "      <td>0.4256</td>\n",
              "      <td>-0.1166</td>\n",
              "      <td>-0.1777</td>\n",
              "      <td>-0.7480</td>\n",
              "      <td>0.1368</td>\n",
              "      <td>0.5493</td>\n",
              "      <td>-0.5083</td>\n",
              "      <td>0.4112</td>\n",
              "      <td>0.1181</td>\n",
              "      <td>0.7861</td>\n",
              "      <td>-0.1877</td>\n",
              "      <td>0.2476</td>\n",
              "      <td>0.1956</td>\n",
              "      <td>0.0273</td>\n",
              "      <td>0.1182</td>\n",
              "      <td>-0.5037</td>\n",
              "      <td>-0.5939</td>\n",
              "      <td>0.4825</td>\n",
              "      <td>-0.5187</td>\n",
              "      <td>0.1618</td>\n",
              "      <td>-0.2253</td>\n",
              "      <td>0.3153</td>\n",
              "      <td>0.4839</td>\n",
              "      <td>0.0520</td>\n",
              "      <td>1.3850</td>\n",
              "      <td>0.6502</td>\n",
              "      <td>-0.4198</td>\n",
              "      <td>0.2723</td>\n",
              "      <td>-0.3629</td>\n",
              "      <td>1.0820</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2720</td>\n",
              "      <td>-0.6021</td>\n",
              "      <td>0.2451</td>\n",
              "      <td>0.6607</td>\n",
              "      <td>-0.1849</td>\n",
              "      <td>-0.6546</td>\n",
              "      <td>-0.5798</td>\n",
              "      <td>0.3449</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>0.2949</td>\n",
              "      <td>0.4158</td>\n",
              "      <td>0.8586</td>\n",
              "      <td>0.3868</td>\n",
              "      <td>1.0030</td>\n",
              "      <td>-0.4593</td>\n",
              "      <td>0.6498</td>\n",
              "      <td>0.8293</td>\n",
              "      <td>-0.7645</td>\n",
              "      <td>0.5379</td>\n",
              "      <td>0.5610</td>\n",
              "      <td>0.2577</td>\n",
              "      <td>-0.5493</td>\n",
              "      <td>0.2690</td>\n",
              "      <td>0.6392</td>\n",
              "      <td>-0.5774</td>\n",
              "      <td>-0.3393</td>\n",
              "      <td>0.5068</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-0.4559</td>\n",
              "      <td>0.3734</td>\n",
              "      <td>0.0789</td>\n",
              "      <td>0.3538</td>\n",
              "      <td>0.0558</td>\n",
              "      <td>0.3377</td>\n",
              "      <td>-0.4753</td>\n",
              "      <td>-0.2504</td>\n",
              "      <td>-0.7415</td>\n",
              "      <td>0.8413</td>\n",
              "      <td>-0.4259</td>\n",
              "      <td>0.2434</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>11769 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "0      id_000644bb2     com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1      id_000779bfc     com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2      id_000a6266a     com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "6      id_001bd861f     com_droga     24   D2  ...  2.4670  0.0357  0.1351 -0.3179\n",
              "7      id_0020d0484     com_droga     48   D1  ...  0.6633  0.4562 -0.9622  0.0260\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23807  id_fff7e6992     com_droga     48   D1  ...  0.3738  0.8636  0.4494  0.1218\n",
              "23808  id_fff8c2444     com_droga     72   D1  ... -0.7415  0.8413 -0.4259  0.2434\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "\n",
              "[11769 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 46
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "Vir5A6cnuRRJ",
        "outputId": "8bd9f56b-0666-4ef0-a6dd-838db7390cbb"
      },
      "source": [
        "dados_g = dados[dados['g1']<0]\n",
        "dados_g"
      ],
      "execution_count": 47,
      "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>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g0</th>\n",
              "      <th>g1</th>\n",
              "      <th>g2</th>\n",
              "      <th>g3</th>\n",
              "      <th>g4</th>\n",
              "      <th>g5</th>\n",
              "      <th>g6</th>\n",
              "      <th>g7</th>\n",
              "      <th>g8</th>\n",
              "      <th>g9</th>\n",
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              "      <th>g11</th>\n",
              "      <th>g12</th>\n",
              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
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              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
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              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>id_0024bcd70</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>b877aa048</td>\n",
              "      <td>-0.3864</td>\n",
              "      <td>-0.5551</td>\n",
              "      <td>-0.8978</td>\n",
              "      <td>-0.2616</td>\n",
              "      <td>-0.2801</td>\n",
              "      <td>-0.7128</td>\n",
              "      <td>-0.2960</td>\n",
              "      <td>-0.1811</td>\n",
              "      <td>0.4521</td>\n",
              "      <td>1.6000</td>\n",
              "      <td>-0.2325</td>\n",
              "      <td>0.2750</td>\n",
              "      <td>-0.3063</td>\n",
              "      <td>0.4162</td>\n",
              "      <td>0.4514</td>\n",
              "      <td>-0.1926</td>\n",
              "      <td>-0.3090</td>\n",
              "      <td>0.2198</td>\n",
              "      <td>-0.5743</td>\n",
              "      <td>-0.3183</td>\n",
              "      <td>-0.4053</td>\n",
              "      <td>-0.5434</td>\n",
              "      <td>0.4164</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.5475</td>\n",
              "      <td>0.3858</td>\n",
              "      <td>0.0109</td>\n",
              "      <td>-0.4169</td>\n",
              "      <td>0.2151</td>\n",
              "      <td>0.3453</td>\n",
              "      <td>-0.7071</td>\n",
              "      <td>-0.0849</td>\n",
              "      <td>-0.2968</td>\n",
              "      <td>0.1824</td>\n",
              "      <td>0.8732</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.0314</td>\n",
              "      <td>-0.5320</td>\n",
              "      <td>0.0589</td>\n",
              "      <td>0.8906</td>\n",
              "      <td>0.6207</td>\n",
              "      <td>0.0469</td>\n",
              "      <td>0.3254</td>\n",
              "      <td>0.0787</td>\n",
              "      <td>0.2399</td>\n",
              "      <td>0.3990</td>\n",
              "      <td>0.1501</td>\n",
              "      <td>0.4105</td>\n",
              "      <td>0.3239</td>\n",
              "      <td>-0.5079</td>\n",
              "      <td>-0.7841</td>\n",
              "      <td>0.2495</td>\n",
              "      <td>-0.0202</td>\n",
              "      <td>0.7055</td>\n",
              "      <td>0.3081</td>\n",
              "      <td>0.2200</td>\n",
              "      <td>-0.5511</td>\n",
              "      <td>-0.1174</td>\n",
              "      <td>0.2932</td>\n",
              "      <td>0.6291</td>\n",
              "      <td>-0.9436</td>\n",
              "      <td>-1.0680</td>\n",
              "      <td>0.5833</td>\n",
              "      <td>-0.0413</td>\n",
              "      <td>0.1107</td>\n",
              "      <td>0.6545</td>\n",
              "      <td>0.2856</td>\n",
              "      <td>-0.1953</td>\n",
              "      <td>0.7269</td>\n",
              "      <td>-0.5909</td>\n",
              "      <td>-0.0241</td>\n",
              "      <td>0.0299</td>\n",
              "      <td>0.2731</td>\n",
              "      <td>0.6306</td>\n",
              "      <td>0.8285</td>\n",
              "      <td>0.3605</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>id_00289dc6e</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>668260b02</td>\n",
              "      <td>-0.6884</td>\n",
              "      <td>-0.4203</td>\n",
              "      <td>-1.2640</td>\n",
              "      <td>-0.1932</td>\n",
              "      <td>1.7170</td>\n",
              "      <td>-0.3408</td>\n",
              "      <td>0.2781</td>\n",
              "      <td>-1.5930</td>\n",
              "      <td>0.6709</td>\n",
              "      <td>-0.5168</td>\n",
              "      <td>-0.8957</td>\n",
              "      <td>0.1908</td>\n",
              "      <td>-0.6081</td>\n",
              "      <td>0.0316</td>\n",
              "      <td>0.0394</td>\n",
              "      <td>0.3724</td>\n",
              "      <td>0.3837</td>\n",
              "      <td>1.4880</td>\n",
              "      <td>-1.6360</td>\n",
              "      <td>-0.4850</td>\n",
              "      <td>-1.1100</td>\n",
              "      <td>0.7105</td>\n",
              "      <td>-0.4566</td>\n",
              "      <td>-0.2597</td>\n",
              "      <td>-0.5929</td>\n",
              "      <td>0.0808</td>\n",
              "      <td>1.7280</td>\n",
              "      <td>-1.9260</td>\n",
              "      <td>0.0566</td>\n",
              "      <td>0.0063</td>\n",
              "      <td>-0.8428</td>\n",
              "      <td>0.1279</td>\n",
              "      <td>-0.8913</td>\n",
              "      <td>1.9990</td>\n",
              "      <td>0.1100</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1036</td>\n",
              "      <td>0.0326</td>\n",
              "      <td>-0.1256</td>\n",
              "      <td>-0.7717</td>\n",
              "      <td>0.2712</td>\n",
              "      <td>0.4829</td>\n",
              "      <td>-0.5653</td>\n",
              "      <td>0.0033</td>\n",
              "      <td>0.8462</td>\n",
              "      <td>-0.2851</td>\n",
              "      <td>-0.5976</td>\n",
              "      <td>-0.1990</td>\n",
              "      <td>0.3517</td>\n",
              "      <td>-0.3706</td>\n",
              "      <td>-0.6930</td>\n",
              "      <td>0.1423</td>\n",
              "      <td>-0.5088</td>\n",
              "      <td>0.5228</td>\n",
              "      <td>0.4113</td>\n",
              "      <td>-0.1173</td>\n",
              "      <td>-1.2300</td>\n",
              "      <td>0.9850</td>\n",
              "      <td>-0.0433</td>\n",
              "      <td>-0.1371</td>\n",
              "      <td>-0.8191</td>\n",
              "      <td>0.6261</td>\n",
              "      <td>0.7255</td>\n",
              "      <td>-0.2763</td>\n",
              "      <td>-0.2444</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.9147</td>\n",
              "      <td>0.3180</td>\n",
              "      <td>-0.7729</td>\n",
              "      <td>-0.4888</td>\n",
              "      <td>-0.7573</td>\n",
              "      <td>0.8023</td>\n",
              "      <td>0.0506</td>\n",
              "      <td>-0.1909</td>\n",
              "      <td>0.7842</td>\n",
              "      <td>-0.6606</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>id_002e08ff8</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>6fe04582f</td>\n",
              "      <td>0.0667</td>\n",
              "      <td>-0.6472</td>\n",
              "      <td>-0.2440</td>\n",
              "      <td>-0.5220</td>\n",
              "      <td>0.8223</td>\n",
              "      <td>0.1867</td>\n",
              "      <td>0.9803</td>\n",
              "      <td>1.4380</td>\n",
              "      <td>-0.4716</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.2069</td>\n",
              "      <td>0.6171</td>\n",
              "      <td>-0.7153</td>\n",
              "      <td>0.6807</td>\n",
              "      <td>-2.1910</td>\n",
              "      <td>-0.0661</td>\n",
              "      <td>-0.1714</td>\n",
              "      <td>-0.3431</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>0.4809</td>\n",
              "      <td>0.7746</td>\n",
              "      <td>0.5640</td>\n",
              "      <td>-0.9133</td>\n",
              "      <td>0.5922</td>\n",
              "      <td>0.3236</td>\n",
              "      <td>-0.3196</td>\n",
              "      <td>0.6428</td>\n",
              "      <td>0.0943</td>\n",
              "      <td>-0.4769</td>\n",
              "      <td>0.0729</td>\n",
              "      <td>-0.3256</td>\n",
              "      <td>0.2857</td>\n",
              "      <td>-1.1610</td>\n",
              "      <td>0.7772</td>\n",
              "      <td>-0.5925</td>\n",
              "      <td>...</td>\n",
              "      <td>1.4010</td>\n",
              "      <td>1.7250</td>\n",
              "      <td>0.8245</td>\n",
              "      <td>0.9203</td>\n",
              "      <td>-0.0770</td>\n",
              "      <td>0.6421</td>\n",
              "      <td>-0.2615</td>\n",
              "      <td>-0.1839</td>\n",
              "      <td>-0.2565</td>\n",
              "      <td>1.3490</td>\n",
              "      <td>0.2717</td>\n",
              "      <td>0.1717</td>\n",
              "      <td>1.1250</td>\n",
              "      <td>0.2792</td>\n",
              "      <td>-0.6611</td>\n",
              "      <td>0.6503</td>\n",
              "      <td>0.4854</td>\n",
              "      <td>0.6989</td>\n",
              "      <td>0.8195</td>\n",
              "      <td>1.4390</td>\n",
              "      <td>0.8825</td>\n",
              "      <td>-0.2140</td>\n",
              "      <td>1.2050</td>\n",
              "      <td>0.5481</td>\n",
              "      <td>0.2297</td>\n",
              "      <td>-0.0242</td>\n",
              "      <td>0.6870</td>\n",
              "      <td>-1.3810</td>\n",
              "      <td>0.3824</td>\n",
              "      <td>0.1177</td>\n",
              "      <td>0.5732</td>\n",
              "      <td>0.2724</td>\n",
              "      <td>-0.1616</td>\n",
              "      <td>1.3010</td>\n",
              "      <td>0.7263</td>\n",
              "      <td>1.1690</td>\n",
              "      <td>-0.5595</td>\n",
              "      <td>-0.5456</td>\n",
              "      <td>0.7705</td>\n",
              "      <td>0.5639</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23805</th>\n",
              "      <td>id_fff6df1c5</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>5628cb3ee</td>\n",
              "      <td>1.7380</td>\n",
              "      <td>-1.2900</td>\n",
              "      <td>-0.4533</td>\n",
              "      <td>-1.1640</td>\n",
              "      <td>-0.4841</td>\n",
              "      <td>-0.2392</td>\n",
              "      <td>-0.1774</td>\n",
              "      <td>-1.3980</td>\n",
              "      <td>-0.4059</td>\n",
              "      <td>0.1553</td>\n",
              "      <td>0.1083</td>\n",
              "      <td>-0.8020</td>\n",
              "      <td>-0.5039</td>\n",
              "      <td>-0.7167</td>\n",
              "      <td>-0.5016</td>\n",
              "      <td>-0.9369</td>\n",
              "      <td>-0.5864</td>\n",
              "      <td>-0.1009</td>\n",
              "      <td>0.8987</td>\n",
              "      <td>0.3389</td>\n",
              "      <td>-1.3460</td>\n",
              "      <td>-0.5087</td>\n",
              "      <td>-0.0892</td>\n",
              "      <td>-0.6559</td>\n",
              "      <td>0.0864</td>\n",
              "      <td>-0.6251</td>\n",
              "      <td>0.2471</td>\n",
              "      <td>-0.4523</td>\n",
              "      <td>-0.0389</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>0.0796</td>\n",
              "      <td>-0.2560</td>\n",
              "      <td>-0.7851</td>\n",
              "      <td>-0.1687</td>\n",
              "      <td>-1.2890</td>\n",
              "      <td>...</td>\n",
              "      <td>0.2866</td>\n",
              "      <td>0.3854</td>\n",
              "      <td>-0.4986</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.5843</td>\n",
              "      <td>0.0907</td>\n",
              "      <td>-0.9303</td>\n",
              "      <td>0.1981</td>\n",
              "      <td>0.6515</td>\n",
              "      <td>0.2877</td>\n",
              "      <td>0.4389</td>\n",
              "      <td>-0.3859</td>\n",
              "      <td>0.5203</td>\n",
              "      <td>-1.1070</td>\n",
              "      <td>2.3870</td>\n",
              "      <td>0.1820</td>\n",
              "      <td>-0.6434</td>\n",
              "      <td>-0.9722</td>\n",
              "      <td>-0.4200</td>\n",
              "      <td>-0.5693</td>\n",
              "      <td>1.0700</td>\n",
              "      <td>1.1110</td>\n",
              "      <td>-0.5117</td>\n",
              "      <td>-1.2130</td>\n",
              "      <td>0.3769</td>\n",
              "      <td>0.5296</td>\n",
              "      <td>1.0400</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>1.0150</td>\n",
              "      <td>-0.7669</td>\n",
              "      <td>0.2865</td>\n",
              "      <td>0.5974</td>\n",
              "      <td>-0.2727</td>\n",
              "      <td>0.1188</td>\n",
              "      <td>1.0770</td>\n",
              "      <td>-1.0250</td>\n",
              "      <td>0.1516</td>\n",
              "      <td>0.4503</td>\n",
              "      <td>-0.6312</td>\n",
              "      <td>-0.8302</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23806</th>\n",
              "      <td>id_fff790a17</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>47dd8f190</td>\n",
              "      <td>-0.1150</td>\n",
              "      <td>-0.8037</td>\n",
              "      <td>0.0988</td>\n",
              "      <td>-0.1301</td>\n",
              "      <td>0.2013</td>\n",
              "      <td>0.9126</td>\n",
              "      <td>0.2234</td>\n",
              "      <td>0.8321</td>\n",
              "      <td>0.0486</td>\n",
              "      <td>-0.4505</td>\n",
              "      <td>0.3666</td>\n",
              "      <td>-0.0418</td>\n",
              "      <td>0.5645</td>\n",
              "      <td>0.4406</td>\n",
              "      <td>0.5708</td>\n",
              "      <td>-0.0984</td>\n",
              "      <td>1.2150</td>\n",
              "      <td>-0.0770</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>0.7522</td>\n",
              "      <td>-0.3141</td>\n",
              "      <td>-0.2469</td>\n",
              "      <td>-0.5490</td>\n",
              "      <td>-0.1521</td>\n",
              "      <td>0.5957</td>\n",
              "      <td>-0.0912</td>\n",
              "      <td>0.4107</td>\n",
              "      <td>-0.0944</td>\n",
              "      <td>-0.1861</td>\n",
              "      <td>0.5627</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>-0.5673</td>\n",
              "      <td>0.2384</td>\n",
              "      <td>0.5478</td>\n",
              "      <td>0.3555</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1608</td>\n",
              "      <td>-0.2668</td>\n",
              "      <td>0.8981</td>\n",
              "      <td>-0.5505</td>\n",
              "      <td>0.5671</td>\n",
              "      <td>0.2905</td>\n",
              "      <td>0.8563</td>\n",
              "      <td>-0.4375</td>\n",
              "      <td>0.3678</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>0.4316</td>\n",
              "      <td>-0.6997</td>\n",
              "      <td>0.5957</td>\n",
              "      <td>0.1860</td>\n",
              "      <td>0.3508</td>\n",
              "      <td>0.2853</td>\n",
              "      <td>1.0110</td>\n",
              "      <td>0.0014</td>\n",
              "      <td>-0.2718</td>\n",
              "      <td>-0.1950</td>\n",
              "      <td>1.0390</td>\n",
              "      <td>-0.3072</td>\n",
              "      <td>0.8025</td>\n",
              "      <td>-0.1202</td>\n",
              "      <td>-1.0380</td>\n",
              "      <td>0.9099</td>\n",
              "      <td>0.2493</td>\n",
              "      <td>-0.7423</td>\n",
              "      <td>0.3864</td>\n",
              "      <td>1.2630</td>\n",
              "      <td>0.2358</td>\n",
              "      <td>0.1086</td>\n",
              "      <td>-0.1686</td>\n",
              "      <td>-0.3482</td>\n",
              "      <td>0.4121</td>\n",
              "      <td>0.5728</td>\n",
              "      <td>1.2630</td>\n",
              "      <td>0.7823</td>\n",
              "      <td>-0.6947</td>\n",
              "      <td>0.7277</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23807</th>\n",
              "      <td>id_fff7e6992</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>a28556d51</td>\n",
              "      <td>0.1420</td>\n",
              "      <td>-0.3696</td>\n",
              "      <td>-0.0093</td>\n",
              "      <td>-0.2495</td>\n",
              "      <td>-0.0175</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>-0.2201</td>\n",
              "      <td>0.2443</td>\n",
              "      <td>0.4879</td>\n",
              "      <td>0.3432</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>0.9056</td>\n",
              "      <td>0.3538</td>\n",
              "      <td>0.5246</td>\n",
              "      <td>-0.4441</td>\n",
              "      <td>-0.1605</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-0.5619</td>\n",
              "      <td>-0.1409</td>\n",
              "      <td>0.1255</td>\n",
              "      <td>0.1214</td>\n",
              "      <td>-0.1975</td>\n",
              "      <td>-0.4367</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4301</td>\n",
              "      <td>-0.7606</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>0.0270</td>\n",
              "      <td>-0.0367</td>\n",
              "      <td>-1.2480</td>\n",
              "      <td>0.0559</td>\n",
              "      <td>-0.0984</td>\n",
              "      <td>0.5537</td>\n",
              "      <td>0.1063</td>\n",
              "      <td>0.3893</td>\n",
              "      <td>...</td>\n",
              "      <td>0.5554</td>\n",
              "      <td>0.2225</td>\n",
              "      <td>-0.0903</td>\n",
              "      <td>0.9227</td>\n",
              "      <td>-0.0460</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>1.0730</td>\n",
              "      <td>-0.6904</td>\n",
              "      <td>0.9298</td>\n",
              "      <td>1.0500</td>\n",
              "      <td>0.4646</td>\n",
              "      <td>0.4481</td>\n",
              "      <td>0.9771</td>\n",
              "      <td>0.7187</td>\n",
              "      <td>0.5299</td>\n",
              "      <td>0.1079</td>\n",
              "      <td>1.2010</td>\n",
              "      <td>0.2529</td>\n",
              "      <td>-0.4546</td>\n",
              "      <td>0.7998</td>\n",
              "      <td>0.6401</td>\n",
              "      <td>-1.3370</td>\n",
              "      <td>0.6542</td>\n",
              "      <td>0.8561</td>\n",
              "      <td>0.4829</td>\n",
              "      <td>0.3213</td>\n",
              "      <td>-0.0177</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.4626</td>\n",
              "      <td>0.0030</td>\n",
              "      <td>0.8775</td>\n",
              "      <td>0.5230</td>\n",
              "      <td>0.1589</td>\n",
              "      <td>0.7715</td>\n",
              "      <td>0.5497</td>\n",
              "      <td>0.6929</td>\n",
              "      <td>0.3738</td>\n",
              "      <td>0.8636</td>\n",
              "      <td>0.4494</td>\n",
              "      <td>0.1218</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23808</th>\n",
              "      <td>id_fff8c2444</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>6c3a459be</td>\n",
              "      <td>0.1608</td>\n",
              "      <td>-1.0500</td>\n",
              "      <td>0.2551</td>\n",
              "      <td>-0.2239</td>\n",
              "      <td>-0.2431</td>\n",
              "      <td>0.4256</td>\n",
              "      <td>-0.1166</td>\n",
              "      <td>-0.1777</td>\n",
              "      <td>-0.7480</td>\n",
              "      <td>0.1368</td>\n",
              "      <td>0.5493</td>\n",
              "      <td>-0.5083</td>\n",
              "      <td>0.4112</td>\n",
              "      <td>0.1181</td>\n",
              "      <td>0.7861</td>\n",
              "      <td>-0.1877</td>\n",
              "      <td>0.2476</td>\n",
              "      <td>0.1956</td>\n",
              "      <td>0.0273</td>\n",
              "      <td>0.1182</td>\n",
              "      <td>-0.5037</td>\n",
              "      <td>-0.5939</td>\n",
              "      <td>0.4825</td>\n",
              "      <td>-0.5187</td>\n",
              "      <td>0.1618</td>\n",
              "      <td>-0.2253</td>\n",
              "      <td>0.3153</td>\n",
              "      <td>0.4839</td>\n",
              "      <td>0.0520</td>\n",
              "      <td>1.3850</td>\n",
              "      <td>0.6502</td>\n",
              "      <td>-0.4198</td>\n",
              "      <td>0.2723</td>\n",
              "      <td>-0.3629</td>\n",
              "      <td>1.0820</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2720</td>\n",
              "      <td>-0.6021</td>\n",
              "      <td>0.2451</td>\n",
              "      <td>0.6607</td>\n",
              "      <td>-0.1849</td>\n",
              "      <td>-0.6546</td>\n",
              "      <td>-0.5798</td>\n",
              "      <td>0.3449</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>0.2949</td>\n",
              "      <td>0.4158</td>\n",
              "      <td>0.8586</td>\n",
              "      <td>0.3868</td>\n",
              "      <td>1.0030</td>\n",
              "      <td>-0.4593</td>\n",
              "      <td>0.6498</td>\n",
              "      <td>0.8293</td>\n",
              "      <td>-0.7645</td>\n",
              "      <td>0.5379</td>\n",
              "      <td>0.5610</td>\n",
              "      <td>0.2577</td>\n",
              "      <td>-0.5493</td>\n",
              "      <td>0.2690</td>\n",
              "      <td>0.6392</td>\n",
              "      <td>-0.5774</td>\n",
              "      <td>-0.3393</td>\n",
              "      <td>0.5068</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-0.4559</td>\n",
              "      <td>0.3734</td>\n",
              "      <td>0.0789</td>\n",
              "      <td>0.3538</td>\n",
              "      <td>0.0558</td>\n",
              "      <td>0.3377</td>\n",
              "      <td>-0.4753</td>\n",
              "      <td>-0.2504</td>\n",
              "      <td>-0.7415</td>\n",
              "      <td>0.8413</td>\n",
              "      <td>-0.4259</td>\n",
              "      <td>0.2434</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>12515 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "3      id_0015fd391  com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4      id_001626bd3  com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "11     id_0024bcd70  com_droga     48   D2  ...  0.2731  0.6306  0.8285  0.3605\n",
              "13     id_00289dc6e  com_droga     48   D2  ...  0.0506 -0.1909  0.7842 -0.6606\n",
              "15     id_002e08ff8  com_droga     48   D1  ... -0.5595 -0.5456  0.7705  0.5639\n",
              "...             ...        ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23805  id_fff6df1c5  com_droga     48   D2  ...  0.1516  0.4503 -0.6312 -0.8302\n",
              "23806  id_fff790a17  com_droga     48   D2  ...  1.2630  0.7823 -0.6947  0.7277\n",
              "23807  id_fff7e6992  com_droga     48   D1  ...  0.3738  0.8636  0.4494  0.1218\n",
              "23808  id_fff8c2444  com_droga     72   D1  ... -0.7415  0.8413 -0.4259  0.2434\n",
              "23809  id_fffb1ceed  com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "\n",
              "[12515 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 47
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "NgMqfCT0enaH"
      },
      "source": [
        "##Desafio 01: Investigar por que a classe tratamento é tão desbalanceada?"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9QfjUdcsv_Io"
      },
      "source": [
        "Em experimentos com tratamentos com diversas drogas não são necessários diferentes sistemas controles, pois a variável que está sendo avaliada são os tratamentos, por isso observamos que 92,16% dos dados são referentes a tratamentos com drogas enquando apenas 7,83% são de controles.\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ib-1Zx31e8Z7"
      },
      "source": [
        "##Desafio 08: Resumo do que você aprendeu com os dados"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "QDKY0C44va87"
      },
      "source": [
        "Na aula 1 aprendemos:\n",
        "\n",
        "*   importar tabela utilizando pandas\n",
        "*   explorar dados contidos na tabela\n",
        "*   adicionar gráficos e editá-los\n",
        "*   filtrar dados por query\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Mkp4kwkyC5z2"
      },
      "source": [
        "#Aula 2"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2kfM5fwN9Vd3"
      },
      "source": [
        "mapa = {'droga' : 'composto'}\n",
        "dados.rename(columns=mapa, inplace=True)"
      ],
      "execution_count": 48,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "DVU5DlYYAHU2",
        "outputId": "9b189800-eb0b-4519-d877-d27f6e58c247"
      },
      "source": [
        "dados.head()"
      ],
      "execution_count": 49,
      "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>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>composto</th>\n",
              "      <th>g0</th>\n",
              "      <th>g1</th>\n",
              "      <th>g2</th>\n",
              "      <th>g3</th>\n",
              "      <th>g4</th>\n",
              "      <th>g5</th>\n",
              "      <th>g6</th>\n",
              "      <th>g7</th>\n",
              "      <th>g8</th>\n",
              "      <th>g9</th>\n",
              "      <th>g10</th>\n",
              "      <th>g11</th>\n",
              "      <th>g12</th>\n",
              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
              "      <th>g28</th>\n",
              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             id tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "0  id_000644bb2  com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1  id_000779bfc  com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2  id_000a6266a  com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3  id_0015fd391  com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4  id_001626bd3  com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 49
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 296
        },
        "id": "igQwh4TqAKo9",
        "outputId": "fb270033-631a-4ddb-cfb4-8edeb1f6437f"
      },
      "source": [
        "import seaborn as sns\n",
        "\n",
        "sns.countplot(x = 'composto', data=dados)"
      ],
      "execution_count": 50,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f3feb954b90>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 50
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CiJLfL-PAvTn",
        "outputId": "ed046b97-fc1e-4d5f-b035-97897415f124"
      },
      "source": [
        "dados['composto'].value_counts()"
      ],
      "execution_count": 51,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "cacb2b860    1866\n",
              "87d714366     718\n",
              "9f80f3f77     246\n",
              "8b87a7a83     203\n",
              "5628cb3ee     202\n",
              "             ... \n",
              "6fbceecd4       1\n",
              "6ec93d617       1\n",
              "225385f09       1\n",
              "19b95658c       1\n",
              "f19d8c43b       1\n",
              "Name: composto, Length: 3289, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 51
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "u4mVWTJ0BCr9",
        "outputId": "db51a82c-b7a9-4cf8-b8b2-e1abfada7678"
      },
      "source": [
        "dados['composto'].value_counts()[:5]"
      ],
      "execution_count": 58,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "cacb2b860    1866\n",
              "87d714366     718\n",
              "9f80f3f77     246\n",
              "8b87a7a83     203\n",
              "5628cb3ee     202\n",
              "Name: composto, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 58
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "T50MKIRaB8vd",
        "outputId": "ddaa0fcc-676a-4503-a589-bd2d0f1fa1af"
      },
      "source": [
        "cod_compostos = dados['composto'].value_counts().index[:5]\n",
        "cod_compostos"
      ],
      "execution_count": 56,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['cacb2b860', '87d714366', '9f80f3f77', '8b87a7a83', '5628cb3ee'], dtype='object')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 56
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "8ro-I3neCWzx",
        "outputId": "e5df88bc-2e3b-4a18-da4e-ac4fb018d843"
      },
      "source": [
        "dados.query('composto in @cod_compostos')"
      ],
      "execution_count": 60,
      "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>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>composto</th>\n",
              "      <th>g0</th>\n",
              "      <th>g1</th>\n",
              "      <th>g2</th>\n",
              "      <th>g3</th>\n",
              "      <th>g4</th>\n",
              "      <th>g5</th>\n",
              "      <th>g6</th>\n",
              "      <th>g7</th>\n",
              "      <th>g8</th>\n",
              "      <th>g9</th>\n",
              "      <th>g10</th>\n",
              "      <th>g11</th>\n",
              "      <th>g12</th>\n",
              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
              "      <th>g28</th>\n",
              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>id_0020d0484</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.2711</td>\n",
              "      <td>0.5133</td>\n",
              "      <td>-0.1327</td>\n",
              "      <td>2.5950</td>\n",
              "      <td>0.6980</td>\n",
              "      <td>0.5846</td>\n",
              "      <td>-0.2633</td>\n",
              "      <td>-2.1490</td>\n",
              "      <td>0.4881</td>\n",
              "      <td>1.4750</td>\n",
              "      <td>-0.0488</td>\n",
              "      <td>-0.0561</td>\n",
              "      <td>0.1641</td>\n",
              "      <td>0.1749</td>\n",
              "      <td>-0.3464</td>\n",
              "      <td>-0.1811</td>\n",
              "      <td>0.5685</td>\n",
              "      <td>1.2970</td>\n",
              "      <td>1.0510</td>\n",
              "      <td>-0.9585</td>\n",
              "      <td>0.7911</td>\n",
              "      <td>-0.2991</td>\n",
              "      <td>2.7420</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>-1.0240</td>\n",
              "      <td>0.7268</td>\n",
              "      <td>0.1590</td>\n",
              "      <td>-1.9730</td>\n",
              "      <td>1.1340</td>\n",
              "      <td>-2.5720</td>\n",
              "      <td>0.2068</td>\n",
              "      <td>0.9992</td>\n",
              "      <td>-0.1958</td>\n",
              "      <td>0.2262</td>\n",
              "      <td>1.0140</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2623</td>\n",
              "      <td>-0.5500</td>\n",
              "      <td>-0.0530</td>\n",
              "      <td>0.2077</td>\n",
              "      <td>-0.0825</td>\n",
              "      <td>0.2156</td>\n",
              "      <td>0.8142</td>\n",
              "      <td>1.0990</td>\n",
              "      <td>1.0860</td>\n",
              "      <td>0.4011</td>\n",
              "      <td>-0.1342</td>\n",
              "      <td>0.4653</td>\n",
              "      <td>-0.1104</td>\n",
              "      <td>0.3935</td>\n",
              "      <td>1.2370</td>\n",
              "      <td>-0.5072</td>\n",
              "      <td>0.0351</td>\n",
              "      <td>0.5084</td>\n",
              "      <td>-0.1248</td>\n",
              "      <td>0.4351</td>\n",
              "      <td>0.1389</td>\n",
              "      <td>0.6726</td>\n",
              "      <td>0.6070</td>\n",
              "      <td>0.3431</td>\n",
              "      <td>-0.4116</td>\n",
              "      <td>0.1194</td>\n",
              "      <td>0.3420</td>\n",
              "      <td>0.1331</td>\n",
              "      <td>0.8541</td>\n",
              "      <td>0.6282</td>\n",
              "      <td>0.3230</td>\n",
              "      <td>-0.4140</td>\n",
              "      <td>0.2532</td>\n",
              "      <td>0.0513</td>\n",
              "      <td>0.8600</td>\n",
              "      <td>1.4250</td>\n",
              "      <td>0.6633</td>\n",
              "      <td>0.4562</td>\n",
              "      <td>-0.9622</td>\n",
              "      <td>0.0260</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>id_002fb9c19</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>87d714366</td>\n",
              "      <td>8.7380</td>\n",
              "      <td>0.1914</td>\n",
              "      <td>2.4380</td>\n",
              "      <td>-0.2930</td>\n",
              "      <td>3.2010</td>\n",
              "      <td>1.4910</td>\n",
              "      <td>5.3920</td>\n",
              "      <td>-1.0420</td>\n",
              "      <td>-8.4860</td>\n",
              "      <td>-2.5790</td>\n",
              "      <td>-6.7470</td>\n",
              "      <td>3.6150</td>\n",
              "      <td>-1.4510</td>\n",
              "      <td>0.6909</td>\n",
              "      <td>-0.7623</td>\n",
              "      <td>-2.9400</td>\n",
              "      <td>-9.2850</td>\n",
              "      <td>-6.7110</td>\n",
              "      <td>-0.4195</td>\n",
              "      <td>1.1600</td>\n",
              "      <td>-1.3180</td>\n",
              "      <td>1.3660</td>\n",
              "      <td>-1.4020</td>\n",
              "      <td>-2.6220</td>\n",
              "      <td>0.7204</td>\n",
              "      <td>-2.5930</td>\n",
              "      <td>-4.0630</td>\n",
              "      <td>-0.8282</td>\n",
              "      <td>-3.5000</td>\n",
              "      <td>0.9206</td>\n",
              "      <td>-5.1450</td>\n",
              "      <td>9.8040</td>\n",
              "      <td>-2.6840</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>-0.1427</td>\n",
              "      <td>...</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-9.5910</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-8.5110</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-8.8870</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-4.9020</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-5.5520</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.7960</td>\n",
              "      <td>-8.1770</td>\n",
              "      <td>-9.8990</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-6.7840</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>id_0054388ec</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.6696</td>\n",
              "      <td>-0.2718</td>\n",
              "      <td>-1.2230</td>\n",
              "      <td>-0.6226</td>\n",
              "      <td>-0.7220</td>\n",
              "      <td>0.1588</td>\n",
              "      <td>0.7785</td>\n",
              "      <td>0.7062</td>\n",
              "      <td>-0.7951</td>\n",
              "      <td>1.3770</td>\n",
              "      <td>0.2856</td>\n",
              "      <td>-0.8331</td>\n",
              "      <td>0.3879</td>\n",
              "      <td>1.3290</td>\n",
              "      <td>-0.4746</td>\n",
              "      <td>0.0857</td>\n",
              "      <td>-0.2745</td>\n",
              "      <td>-0.1093</td>\n",
              "      <td>0.2603</td>\n",
              "      <td>0.7386</td>\n",
              "      <td>-0.6665</td>\n",
              "      <td>-1.6520</td>\n",
              "      <td>-0.9262</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.6310</td>\n",
              "      <td>-0.2933</td>\n",
              "      <td>0.2043</td>\n",
              "      <td>-2.2070</td>\n",
              "      <td>0.1383</td>\n",
              "      <td>-0.4966</td>\n",
              "      <td>0.6922</td>\n",
              "      <td>-0.4077</td>\n",
              "      <td>0.2303</td>\n",
              "      <td>-0.0456</td>\n",
              "      <td>-0.7447</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6976</td>\n",
              "      <td>-0.0178</td>\n",
              "      <td>0.3768</td>\n",
              "      <td>0.4318</td>\n",
              "      <td>-0.1051</td>\n",
              "      <td>0.3933</td>\n",
              "      <td>-0.3189</td>\n",
              "      <td>0.4128</td>\n",
              "      <td>-0.2116</td>\n",
              "      <td>-1.0410</td>\n",
              "      <td>0.7798</td>\n",
              "      <td>0.1579</td>\n",
              "      <td>1.7250</td>\n",
              "      <td>1.4490</td>\n",
              "      <td>0.9117</td>\n",
              "      <td>-0.0754</td>\n",
              "      <td>-0.8396</td>\n",
              "      <td>0.7640</td>\n",
              "      <td>1.2080</td>\n",
              "      <td>1.1890</td>\n",
              "      <td>0.2114</td>\n",
              "      <td>0.6335</td>\n",
              "      <td>0.3265</td>\n",
              "      <td>-0.1056</td>\n",
              "      <td>0.5478</td>\n",
              "      <td>0.7477</td>\n",
              "      <td>1.2340</td>\n",
              "      <td>0.5035</td>\n",
              "      <td>-0.6591</td>\n",
              "      <td>0.3023</td>\n",
              "      <td>0.6171</td>\n",
              "      <td>0.6405</td>\n",
              "      <td>0.5429</td>\n",
              "      <td>0.3562</td>\n",
              "      <td>1.3290</td>\n",
              "      <td>0.5573</td>\n",
              "      <td>0.8837</td>\n",
              "      <td>0.5534</td>\n",
              "      <td>0.8976</td>\n",
              "      <td>1.0050</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>id_0079af0fb</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.1636</td>\n",
              "      <td>-1.8230</td>\n",
              "      <td>-0.5211</td>\n",
              "      <td>0.3054</td>\n",
              "      <td>-1.1280</td>\n",
              "      <td>0.6041</td>\n",
              "      <td>0.3856</td>\n",
              "      <td>-0.1670</td>\n",
              "      <td>-0.5400</td>\n",
              "      <td>0.2721</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>0.0761</td>\n",
              "      <td>-0.4054</td>\n",
              "      <td>2.9760</td>\n",
              "      <td>-0.7679</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>0.0752</td>\n",
              "      <td>0.5943</td>\n",
              "      <td>0.4266</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.0410</td>\n",
              "      <td>-0.1131</td>\n",
              "      <td>0.6593</td>\n",
              "      <td>-0.6890</td>\n",
              "      <td>0.5115</td>\n",
              "      <td>-0.2512</td>\n",
              "      <td>-0.8775</td>\n",
              "      <td>-1.3810</td>\n",
              "      <td>0.1419</td>\n",
              "      <td>-0.0363</td>\n",
              "      <td>0.2559</td>\n",
              "      <td>2.5290</td>\n",
              "      <td>0.2853</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.3626</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.3420</td>\n",
              "      <td>0.2815</td>\n",
              "      <td>-0.7493</td>\n",
              "      <td>-0.2701</td>\n",
              "      <td>0.1205</td>\n",
              "      <td>0.2396</td>\n",
              "      <td>0.3506</td>\n",
              "      <td>-0.9233</td>\n",
              "      <td>0.2490</td>\n",
              "      <td>-0.0824</td>\n",
              "      <td>0.4841</td>\n",
              "      <td>1.1940</td>\n",
              "      <td>-1.1650</td>\n",
              "      <td>-0.4853</td>\n",
              "      <td>1.1080</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>0.7438</td>\n",
              "      <td>0.2050</td>\n",
              "      <td>-0.2761</td>\n",
              "      <td>-0.1748</td>\n",
              "      <td>0.3385</td>\n",
              "      <td>-0.3500</td>\n",
              "      <td>-0.0309</td>\n",
              "      <td>-0.0409</td>\n",
              "      <td>-0.0735</td>\n",
              "      <td>0.2732</td>\n",
              "      <td>-1.2100</td>\n",
              "      <td>0.0089</td>\n",
              "      <td>0.0317</td>\n",
              "      <td>0.4721</td>\n",
              "      <td>-0.3880</td>\n",
              "      <td>-0.6828</td>\n",
              "      <td>-0.6594</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.3571</td>\n",
              "      <td>-0.1319</td>\n",
              "      <td>0.2187</td>\n",
              "      <td>0.0737</td>\n",
              "      <td>0.6498</td>\n",
              "      <td>-1.4820</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>id_007bfbb91</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-1.3200</td>\n",
              "      <td>-1.7340</td>\n",
              "      <td>-0.0741</td>\n",
              "      <td>1.5440</td>\n",
              "      <td>-1.8290</td>\n",
              "      <td>-0.0951</td>\n",
              "      <td>0.3829</td>\n",
              "      <td>-1.8700</td>\n",
              "      <td>-0.0324</td>\n",
              "      <td>2.7670</td>\n",
              "      <td>-0.0438</td>\n",
              "      <td>-0.0147</td>\n",
              "      <td>0.1276</td>\n",
              "      <td>0.2968</td>\n",
              "      <td>-0.0704</td>\n",
              "      <td>-0.3767</td>\n",
              "      <td>2.5790</td>\n",
              "      <td>0.4069</td>\n",
              "      <td>-0.3868</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>1.8180</td>\n",
              "      <td>-2.9390</td>\n",
              "      <td>-0.1150</td>\n",
              "      <td>-0.8009</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>0.5412</td>\n",
              "      <td>-0.0804</td>\n",
              "      <td>-0.4444</td>\n",
              "      <td>2.9230</td>\n",
              "      <td>2.8270</td>\n",
              "      <td>-0.3437</td>\n",
              "      <td>1.6570</td>\n",
              "      <td>-1.9200</td>\n",
              "      <td>0.3442</td>\n",
              "      <td>1.7160</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4009</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2789</td>\n",
              "      <td>0.4465</td>\n",
              "      <td>0.9492</td>\n",
              "      <td>0.6385</td>\n",
              "      <td>1.5510</td>\n",
              "      <td>-0.1220</td>\n",
              "      <td>0.6688</td>\n",
              "      <td>0.4396</td>\n",
              "      <td>0.6947</td>\n",
              "      <td>0.9761</td>\n",
              "      <td>1.2430</td>\n",
              "      <td>1.4770</td>\n",
              "      <td>-0.0081</td>\n",
              "      <td>1.0040</td>\n",
              "      <td>1.4420</td>\n",
              "      <td>-0.3482</td>\n",
              "      <td>0.3297</td>\n",
              "      <td>1.2070</td>\n",
              "      <td>0.0524</td>\n",
              "      <td>0.5346</td>\n",
              "      <td>0.7643</td>\n",
              "      <td>0.4067</td>\n",
              "      <td>0.3817</td>\n",
              "      <td>0.4566</td>\n",
              "      <td>0.7736</td>\n",
              "      <td>0.5316</td>\n",
              "      <td>0.2790</td>\n",
              "      <td>0.9735</td>\n",
              "      <td>0.7412</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>0.7393</td>\n",
              "      <td>1.1020</td>\n",
              "      <td>0.3786</td>\n",
              "      <td>0.2636</td>\n",
              "      <td>-0.5751</td>\n",
              "      <td>0.3362</td>\n",
              "      <td>0.8543</td>\n",
              "      <td>0.9180</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23793</th>\n",
              "      <td>id_ffd26f361</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.6008</td>\n",
              "      <td>0.2781</td>\n",
              "      <td>-0.3319</td>\n",
              "      <td>-0.8782</td>\n",
              "      <td>0.9281</td>\n",
              "      <td>0.7535</td>\n",
              "      <td>0.5971</td>\n",
              "      <td>1.6350</td>\n",
              "      <td>-0.3146</td>\n",
              "      <td>0.4984</td>\n",
              "      <td>-1.1890</td>\n",
              "      <td>0.3772</td>\n",
              "      <td>-0.8196</td>\n",
              "      <td>0.1083</td>\n",
              "      <td>-2.0350</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.7586</td>\n",
              "      <td>-0.4024</td>\n",
              "      <td>-0.0449</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.2358</td>\n",
              "      <td>0.7919</td>\n",
              "      <td>-0.8775</td>\n",
              "      <td>0.4232</td>\n",
              "      <td>1.8460</td>\n",
              "      <td>-2.0940</td>\n",
              "      <td>0.1438</td>\n",
              "      <td>-0.6604</td>\n",
              "      <td>0.7243</td>\n",
              "      <td>0.0338</td>\n",
              "      <td>-0.0182</td>\n",
              "      <td>-0.2022</td>\n",
              "      <td>0.8827</td>\n",
              "      <td>0.3147</td>\n",
              "      <td>-0.9263</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1934</td>\n",
              "      <td>1.2240</td>\n",
              "      <td>-0.1178</td>\n",
              "      <td>0.1459</td>\n",
              "      <td>-0.1242</td>\n",
              "      <td>0.3106</td>\n",
              "      <td>-0.7959</td>\n",
              "      <td>0.5681</td>\n",
              "      <td>0.3663</td>\n",
              "      <td>0.4874</td>\n",
              "      <td>-0.0548</td>\n",
              "      <td>0.1810</td>\n",
              "      <td>1.3470</td>\n",
              "      <td>1.6210</td>\n",
              "      <td>-0.8260</td>\n",
              "      <td>0.3377</td>\n",
              "      <td>0.3264</td>\n",
              "      <td>0.9241</td>\n",
              "      <td>0.3012</td>\n",
              "      <td>1.2980</td>\n",
              "      <td>-0.2789</td>\n",
              "      <td>0.7019</td>\n",
              "      <td>-0.3528</td>\n",
              "      <td>0.7383</td>\n",
              "      <td>1.0300</td>\n",
              "      <td>0.6527</td>\n",
              "      <td>1.6750</td>\n",
              "      <td>-0.5046</td>\n",
              "      <td>0.2942</td>\n",
              "      <td>0.2950</td>\n",
              "      <td>1.2470</td>\n",
              "      <td>0.9569</td>\n",
              "      <td>-0.2065</td>\n",
              "      <td>-0.4918</td>\n",
              "      <td>0.7863</td>\n",
              "      <td>0.0504</td>\n",
              "      <td>0.8813</td>\n",
              "      <td>0.7757</td>\n",
              "      <td>-0.5272</td>\n",
              "      <td>0.7082</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23802</th>\n",
              "      <td>id_fff3976bd</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>87d714366</td>\n",
              "      <td>3.2890</td>\n",
              "      <td>2.1270</td>\n",
              "      <td>0.9770</td>\n",
              "      <td>2.0490</td>\n",
              "      <td>2.3170</td>\n",
              "      <td>-0.5355</td>\n",
              "      <td>-0.6357</td>\n",
              "      <td>-6.9060</td>\n",
              "      <td>-4.4830</td>\n",
              "      <td>-2.8400</td>\n",
              "      <td>-5.3310</td>\n",
              "      <td>0.6547</td>\n",
              "      <td>-2.2080</td>\n",
              "      <td>3.6030</td>\n",
              "      <td>0.6380</td>\n",
              "      <td>-2.1280</td>\n",
              "      <td>-3.1680</td>\n",
              "      <td>-4.2180</td>\n",
              "      <td>-0.3170</td>\n",
              "      <td>0.2140</td>\n",
              "      <td>-1.7660</td>\n",
              "      <td>-1.9700</td>\n",
              "      <td>-1.4820</td>\n",
              "      <td>-1.3710</td>\n",
              "      <td>-0.2628</td>\n",
              "      <td>-0.5276</td>\n",
              "      <td>-2.4160</td>\n",
              "      <td>-0.4638</td>\n",
              "      <td>-3.8630</td>\n",
              "      <td>-0.8880</td>\n",
              "      <td>-1.9850</td>\n",
              "      <td>2.0530</td>\n",
              "      <td>-1.4700</td>\n",
              "      <td>-3.3220</td>\n",
              "      <td>1.8800</td>\n",
              "      <td>...</td>\n",
              "      <td>-9.9170</td>\n",
              "      <td>-4.0200</td>\n",
              "      <td>-6.7560</td>\n",
              "      <td>-9.9170</td>\n",
              "      <td>-4.1240</td>\n",
              "      <td>-8.5110</td>\n",
              "      <td>-5.7500</td>\n",
              "      <td>-8.4760</td>\n",
              "      <td>-6.9470</td>\n",
              "      <td>-4.7650</td>\n",
              "      <td>-9.7690</td>\n",
              "      <td>-5.7900</td>\n",
              "      <td>-9.9170</td>\n",
              "      <td>-5.7450</td>\n",
              "      <td>-2.3570</td>\n",
              "      <td>-9.1190</td>\n",
              "      <td>-4.5980</td>\n",
              "      <td>-8.7760</td>\n",
              "      <td>-7.7980</td>\n",
              "      <td>-4.1620</td>\n",
              "      <td>-6.1510</td>\n",
              "      <td>-5.7400</td>\n",
              "      <td>-6.8700</td>\n",
              "      <td>-9.1000</td>\n",
              "      <td>-3.3360</td>\n",
              "      <td>-6.6420</td>\n",
              "      <td>-2.2750</td>\n",
              "      <td>-3.4720</td>\n",
              "      <td>-6.2670</td>\n",
              "      <td>-6.3980</td>\n",
              "      <td>-8.6300</td>\n",
              "      <td>-8.1490</td>\n",
              "      <td>-6.2900</td>\n",
              "      <td>-8.0970</td>\n",
              "      <td>-8.7330</td>\n",
              "      <td>-2.3780</td>\n",
              "      <td>-8.4480</td>\n",
              "      <td>-4.4550</td>\n",
              "      <td>-5.7930</td>\n",
              "      <td>-3.7000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23805</th>\n",
              "      <td>id_fff6df1c5</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>5628cb3ee</td>\n",
              "      <td>1.7380</td>\n",
              "      <td>-1.2900</td>\n",
              "      <td>-0.4533</td>\n",
              "      <td>-1.1640</td>\n",
              "      <td>-0.4841</td>\n",
              "      <td>-0.2392</td>\n",
              "      <td>-0.1774</td>\n",
              "      <td>-1.3980</td>\n",
              "      <td>-0.4059</td>\n",
              "      <td>0.1553</td>\n",
              "      <td>0.1083</td>\n",
              "      <td>-0.8020</td>\n",
              "      <td>-0.5039</td>\n",
              "      <td>-0.7167</td>\n",
              "      <td>-0.5016</td>\n",
              "      <td>-0.9369</td>\n",
              "      <td>-0.5864</td>\n",
              "      <td>-0.1009</td>\n",
              "      <td>0.8987</td>\n",
              "      <td>0.3389</td>\n",
              "      <td>-1.3460</td>\n",
              "      <td>-0.5087</td>\n",
              "      <td>-0.0892</td>\n",
              "      <td>-0.6559</td>\n",
              "      <td>0.0864</td>\n",
              "      <td>-0.6251</td>\n",
              "      <td>0.2471</td>\n",
              "      <td>-0.4523</td>\n",
              "      <td>-0.0389</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>0.0796</td>\n",
              "      <td>-0.2560</td>\n",
              "      <td>-0.7851</td>\n",
              "      <td>-0.1687</td>\n",
              "      <td>-1.2890</td>\n",
              "      <td>...</td>\n",
              "      <td>0.2866</td>\n",
              "      <td>0.3854</td>\n",
              "      <td>-0.4986</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.5843</td>\n",
              "      <td>0.0907</td>\n",
              "      <td>-0.9303</td>\n",
              "      <td>0.1981</td>\n",
              "      <td>0.6515</td>\n",
              "      <td>0.2877</td>\n",
              "      <td>0.4389</td>\n",
              "      <td>-0.3859</td>\n",
              "      <td>0.5203</td>\n",
              "      <td>-1.1070</td>\n",
              "      <td>2.3870</td>\n",
              "      <td>0.1820</td>\n",
              "      <td>-0.6434</td>\n",
              "      <td>-0.9722</td>\n",
              "      <td>-0.4200</td>\n",
              "      <td>-0.5693</td>\n",
              "      <td>1.0700</td>\n",
              "      <td>1.1110</td>\n",
              "      <td>-0.5117</td>\n",
              "      <td>-1.2130</td>\n",
              "      <td>0.3769</td>\n",
              "      <td>0.5296</td>\n",
              "      <td>1.0400</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>1.0150</td>\n",
              "      <td>-0.7669</td>\n",
              "      <td>0.2865</td>\n",
              "      <td>0.5974</td>\n",
              "      <td>-0.2727</td>\n",
              "      <td>0.1188</td>\n",
              "      <td>1.0770</td>\n",
              "      <td>-1.0250</td>\n",
              "      <td>0.1516</td>\n",
              "      <td>0.4503</td>\n",
              "      <td>-0.6312</td>\n",
              "      <td>-0.8302</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>3235 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "7      id_0020d0484     com_droga     48   D1  ...  0.6633  0.4562 -0.9622  0.0260\n",
              "16     id_002fb9c19     com_droga     48   D1  ... -9.9840 -9.9840 -9.9840 -6.7840\n",
              "25     id_0054388ec  com_controle     48   D1  ...  0.8837  0.5534  0.8976  1.0050\n",
              "38     id_0079af0fb  com_controle     24   D1  ...  0.2187  0.0737  0.6498 -1.4820\n",
              "40     id_007bfbb91  com_controle     24   D2  ... -0.5751  0.3362  0.8543  0.9180\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23793  id_ffd26f361  com_controle     48   D2  ...  0.8813  0.7757 -0.5272  0.7082\n",
              "23802  id_fff3976bd     com_droga     24   D1  ... -8.4480 -4.4550 -5.7930 -3.7000\n",
              "23805  id_fff6df1c5     com_droga     48   D2  ...  0.1516  0.4503 -0.6312 -0.8302\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "\n",
              "[3235 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 60
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 410
        },
        "id": "k0jZZsQDCzih",
        "outputId": "459f3c20-f5be-4c41-bd25-258016f56e71"
      },
      "source": [
        "sns.set()\n",
        "import matplotlib.pyplot as plt\n",
        "plt.figure(figsize=(8, 6))\n",
        "ax = sns.countplot(x = 'composto', data=dados.query('composto in @cod_compostos'))\n",
        "ax.set_title('Top 5 Compostos')\n",
        "plt.show()"
      ],
      "execution_count": 61,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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tpKQkdevWTdnZ2Zo7d65Onjwpp9Opzp07KzY2Vn5+fpKk7t27q1u3bnI4SjNLQkKCunfvLknatWuXEhIS5HK5dPPNN2vRokVq2rRpXe0OAADXjDobGRgyZIjWr1+vDh06WNO8vLw0ZcoU7dixQ0lJSerUqZOWLl1aZrmNGzcqMTFRiYmJVhDIy8vTU089pdWrV+v9999X8+bNtWbNmrraFQAAril1FgZCQ0MVGBhYZpqvr6/69+9vve7Zs6dSUlIqXdeePXsUEhKiLl26SJKioqL03nvv1Wi9AADYRZ1dJqiM2+3Whg0bFBERUWb6pEmT5HK5NGjQIM2YMUNOp1OpqakKCgqy5gkKClJqampdlwwAwDWh3oSBZ599Vs2aNdPEiROtabt371ZgYKByc3M1Z84crVq1SrNmzaqxbfr7t6ixdQFouAICWnq6BMCj6kUYWLx4sU6cOKHVq1dbNwtKsi4rtGjRQuPGjdPatWut6fv377fmS0lJueQSRFVkZubK7TZXWT1Qv/FBV7mzZ3M8XQJQqxwOrwpPgD3+1cJly5YpOTlZq1atktPptKb/9NNPKigokCSVlJRox44dCg4OliSFhYXpiy++0PHjxyWV3mQ4fPjwOq8dAIBrQZ2NDMTFxWnnzp3KyMjQ5MmT5evrqxUrVujVV19Vly5dFBUVJUnq2LGjVq1ape+//14LFiyQl5eXSkpK1KtXL82cOVNS6UhBbGysHn74YbndbgUHB2v+/Pl1tSsAAFxTvIwxth0n5zIB7CAgoKUeWDvT02XUW+smr+QyAa559f4yAQAA8CzCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsLkqh4E1a9aUO33t2rU1VgwAAKh7VQ4Dq1atKnf6K6+8UmPFAACAuudd2Qz/+te/JElut1uffvqpjDFW26lTp9S8efPaqw4AANS6SsPA/PnzJUmFhYV64oknrOleXl4KCAjQk08+WXvVAQCAWldpGNi1a5ckae7cuUpISKj1ggAAQN2qNAxc9PMg4Ha7y7Q5HHwpAQCAhqrKYeDLL79UbGysvvnmGxUWFkqSjDHy8vLSV199VWsFAgCA2lXlMDBv3jwNHjxYCxcuVJMmTWqzJgAAUIeqPL5/+vRpzZo1S127dlWHDh3K/KvM4sWLFRERoe7du+vbb7+1pv/www8aP3687rzzTo0fP17Hjx+/6jYAAFA9VQ4Dt99+u/bt23dFGxkyZIjWr19/SXCIiYnRhAkTtGPHDk2YMEELFiy46jYAAFA9Vb5MUFhYqOnTp6tPnz5q27ZtmbbKvmUQGhp6ybTMzEwdPXrU+guGI0eO1LPPPqusrCwZY66ozc/Pr6q7AwAA/p8qh4Ff//rX+vWvf11jG05NTVX79u3VqFEjSVKjRo3Url07paamyhhzRW2EAQAAqq/KYWD69Om1WYdH+Pu38HQJAOqBgICWni4B8Kgqh4GLf5a4PLfeemu1NxwYGKi0tDS5XC41atRILpdL6enpCgwMlDHmitqqKzMzV263qXxGoAHjg65yZ8/meLoEoFY5HF4VngBXOQxc/LPEF2VnZ6u4uFjt27fXhx9+WO3C/P39FRwcrK1bt2rMmDHaunWrgoODraH+K20DAADV42V+/uShanC5XHrllVfUvHlzTZ48ucJ54+LitHPnTmVkZKhNmzby9fXVu+++q2PHjmnevHk6f/68WrVqpcWLF+uGG26QpCtuqw5GBmAHAQEt9cDamZ4uo95aN3klIwO45lU2MnDFYUCSSkpKFB4ero8//vhKV+FRhAHYAWGgYoQB2EFlYeCqHirw8ccfy8vL62pWAQAAPKzK9wyEh4eX+eC/cOGCioqKFBMTUyuFAQCAulHlMLBkyZIyr5s2barrr79eLVrw9TwAABqyKoeBfv36SSp9fHFGRobatm3Lo4sBALgGVPnTPDc3V3PnzlWPHj00aNAg9ejRQ4899phycrjxBgCAhqzKYSAuLk4XLlxQUlKSjhw5oqSkJF24cEFxcXG1WR8AAKhlVb5MsHfvXn3wwQdq2rSpJOn666/XokWLdPvtt9dacQAAoPZVeWTAx8dHWVlZZaZlZ2fL6XTWeFEAAKDuVHlk4J577tGf//xnPfDAAwoKClJKSorWrVuncePG1WZ9AACgllU5DEydOlXt27dXUlKS0tPT1a5dO02ZMoUwAABAA1flywTx8fG6/vrrtW7dOm3btk3r1q1T165dFR8fX5v1AQCAWlblMLB161aFhISUmRYSEqKtW7fWeFEAAKDuVDkMeHl5ye12l5nmcrkumQYAABqWKoeB0NBQrVy50vrwd7vdevHFFxUaGlprxQEAgNpX5RsI58+fr4cfflgDBw5UUFCQUlNTFRAQoNWrV9dmfQAAoJZVOQxcd9112rx5s44cOaLU1FQFBgaqR48ePJ8AAIAGrsphQJIcDod69uypnj171lY9AACgjnFaDwCAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbM7b0wWcOnVK06ZNs17n5OQoNzdX//73vxURESGn0ykfHx9JUnR0tMLCwiRJhw8f1oIFC1RYWKgOHTpoyZIl8vf398g+AADQkHk8DHTs2FGJiYnW6/j4eLlcLuv1Cy+8oG7dupVZxu12a86cOVq0aJFCQ0P18ssva+nSpVq0aFGd1Q0AwLWiXl0mKCoqUlJSkiIjIyucLzk5WT4+PgoNDZUkRUVFafv27XVRIgAA1xyPjwz83K5du9S+fXvdfPPN1rTo6GgZY9SnTx/Nnj1brVq1UmpqqoKCgqx5/Pz85Ha7de7cOfn6+lZ5e/7+LWq0fgANU0BAS0+XAHhUvQoDmzZtKjMqsH79egUGBqqoqEjx8fGKjY3V0qVLa2x7mZm5crtNja0PqI/4oKvc2bM5ni4BqFUOh1eFJ8D15jJBWlqaDhw4oFGjRlnTAgMDJUlOp1MTJkzQoUOHrOkpKSnWfFlZWXI4HNUaFQAAAKXqTRjYvHmzwsPD1aZNG0lSfn6+cnJK07oxRtu2bVNwcLAkKSQkRAUFBTp48KAkaePGjRo2bJhnCgcAoIGrN5cJNm/erPnz51uvMzMzNWPGDLlcLrndbnXt2lUxMTGSJIfDoYSEBMXExJT5aiEAAKg+L2OMbS+ac88A7CAgoKUeWDvT02XUW+smr+SeAVzzKrtnoN6MDMCe2rR2ytvp4+ky6qWSokJl/1Tk6TIA2ABhAB7l7fTRZwlTPF1GvdRn7muSCAMAal+9uYEQAAB4BmEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDlvTxcgSREREXI6nfLx8ZEkRUdHKywsTIcPH9aCBQtUWFioDh06aMmSJfL395ekCtsAAEDV1ZuRgRdeeEGJiYlKTExUWFiY3G635syZowULFmjHjh0KDQ3V0qVLJanCNgAAUD31Jgz8UnJysnx8fBQaGipJioqK0vbt2yttAwAA1VMvLhNIpZcGjDHq06ePZs+erdTUVAUFBVntfn5+crvdOnfuXIVtvr6+nigfAIAGq16EgfXr1yswMFBFRUWKj49XbGysbr/99lrfrr9/i1rfBnA1AgJaeroEW6CfYXf1IgwEBgZKkpxOpyZMmKCpU6fqvvvuU0pKijVPVlaWHA6HfH19FRgYeNm26sjMzJXbbWpmJ3BFeBOu2NmzOVe9Dvq4cjXRz0B95nB4VXgC7PF7BvLz85WTU/qLaIzRtm3bFBwcrJCQEBUUFOjgwYOSpI0bN2rYsGGSVGEbAACoHo+PDGRmZmrGjBlyuVxyu93q2rWrYmJi5HA4lJCQoJiYmDJfH5RUYRsAAKgej4eBTp066Z133im3rXfv3kpKSqp2GwAAqDqPXyYAAACeRRgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA25+3pArKzszV37lydPHlSTqdTnTt3VmxsrPz8/NS9e3d169ZNDkdpZklISFD37t0lSbt27VJCQoJcLpduvvlmLVq0SE2bNvXkrgAA0CB5fGTAy8tLU6ZM0Y4dO5SUlKROnTpp6dKlVvvGjRuVmJioxMREKwjk5eXpqaee0urVq/X++++refPmWrNmjad2AQCABs3jYcDX11f9+/e3Xvfs2VMpKSkVLrNnzx6FhISoS5cukqSoqCi99957tVkmAADXLI9fJvg5t9utDRs2KCIiwpo2adIkuVwuDRo0SDNmzJDT6VRqaqqCgoKseYKCgpSamuqJkgEAaPDqVRh49tln1axZM02cOFGStHv3bgUGBio3N1dz5szRqlWrNGvWrBrbnr9/ixpbF1AbAgJaeroEW6CfG4aSYpe8GzfydBn10tX2Tb0JA4sXL9aJEye0evVq64bBwMBASVKLFi00btw4rV271pq+f/9+a9mUlBRr3urIzMyV221qoHpcKd6EK3b2bM5Vr4M+rlxN9DNqX0BASy2c/5any6iXnoi/p8Lj2OHwqvAE2OP3DEjSsmXLlJycrFWrVsnpdEqSfvrpJxUUFEiSSkpKtGPHDgUHB0uSwsLC9MUXX+j48eOSSm8yHD58uEdqBwCgofP4yMB3332nV199VV26dFFUVJQkqWPHjpoyZYoWLFggLy8vlZSUqFevXpo5c6ak0pGC2NhYPfzww3K73QoODtb8+fM9uRsAADRYHg8DN954o7755pty25KSki673NChQzV06NDaKgsAANuoF5cJAACA5xAGAACwOcIAAAA25/F7Buqzlq2aqIlPY0+XUS8VFBYr53yBp8sA6gXflk41buLj6TLqreKCQp3LKfJ0GagAYaACTXwaa8Lc9Z4uo176Pwl/Uo4IA4AkNW7io233TfZ0GfXWiDfWSoSBeo3LBAAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNEQYAALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNEQYAALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNEQYAALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgcw06DPzwww8aP3687rzzTo0fP17Hjx/3dEkAADQ4DToMxMTEaMKECdqxY4cmTJigBQsWeLokAAAanAYbBjIzM3X06FGNHDlSkjRy5EgdPXpUWVlZHq4MAICGxdvTBVyp1NRUtW/fXo0aNZIkNWrUSO3atVNqaqr8/PyqtA6Hw6vSedq2aX5VdV7LqtJ/VeFs5V8j67kW1VQft21Rtd8Ju6qJfm7aluO4IjV1LLf2bVYj67kWVdTHlfW/lzHG1HRBdSE5OVmPPfaY3n33XWvaiBEjtGTJEt18880erAwAgIalwV4mCAwMVFpamlwulyTJ5XIpPT1dgYGBHq4MAICGpcGGAX9/fwUHB2vr1q2SpK1btyo4OLjKlwgAAECpBnuZQJKOHTumefPm6fz582rVqpUWL16sG264wdNlAQDQoDToMAAAAK5eg71MAAAAagZhAAAAmyMMAAD4+vcAABScSURBVABgc4QBAABsjjAAAIDNNdg/R+xJH330kVauXCljjIwxmj59uu644w51795dhw4dUvPml/4J48stc+rUKU2bNs2aLycnR7m5ufr3v/9dYQ3bt2/XK6+8Yr0+c+aM+vbtq5deeqnC5S5cuKAnn3xS33zzjYwxuvHGGxUXF6cWLVpoz549Wrp0qby8vFRSUqKhQ4fq0UcflZdXzfwZ0eoor79uuummavXVxZ9HdnZ2hcstXrxYO3bs0OnTp5WUlKRu3bpdsq6XXnpJL774otXudrv1xz/+URcuXJAkBQQE6JlnnlHHjh0lSefOnVNsbKy+/PJLeXt7a/jw4Zo+fXqlbQ3V5Y797OxszZ07VydPnpTT6VTnzp0VGxsrPz8/nTp1SpGRkdq/f3+563zrrbf0+uuvy+FwqFGjRnriiScUGhoqqeI+PHz4sBYsWKDCwkJ16NBBS5Yskb+/5/5UcEREhJxOp3x8fCRJ0dHRCgsLu+w+/PDDD1qwYIHOnj0rb29v/fa3v1VMTIyaNGkiSVq9erW2bNkib29vNW/eXLGxsbrxxhsvu/2K+rmy47ih2r17t1auXKmSkhK1bt1aixYtUqdOnfTBBx/o+eefl4+Pj5YtW6YTJ06U+74slT4Vd968eTp37px8fX21ePFidenSRZIuWc/SpUt16tQpORwONWvWTE899ZSCg4PLnXfWrFlWnT9/L7rSz4IaY1AtbrfbhIaGmm+++cYYY8xXX31levbsaVwul+nWrZvJzc2t1jK/FBcXZ5555plq1zVmzBjz3nvvVTrf2rVrzYwZM4zb7TZut9vMmDHD/P3vfzfGGJObm2tKSkqMMcYUFRWZyMhI88EHH1S7lqtV1f6qrK8u9/P45XIHDhwwKSkpZvDgwdY2fy45Odk8+OCDl7SfP3/e+v+6devMtGnTrNcPP/ywWbt2rfU6PT29Sm0N1eX6Ojs723z66afW6+eee848/vjjxhhjfvzxR9OvX79y15eVlWV69eplzp49a4wx5oMPPjDDhw+32i/Xhy6XywwdOtQcOHDAGGPMqlWrzLx5865u567S5Y6ry+3Djz/+aL788ktjTOn+zJw507z00kvGGGOOHj1qbrvtNpOXl2eMMeb11183U6ZMqXD7FfWzMRUfxw3RuXPnTL9+/cz3339vjDHmnXfeMX/+85+NMcY8+OCDZtu2bcaYyt9nJk2aZN555x1rHZMmTbK28fP1GFO2D99//31z9913X3ben6voPexKPwuuFJcJroDD4VBOTo6k0vTWrl07ORylXblmzRqNGTNGd955p3bs2FGlZS4qKipSUlKSIiMjrWl/+9vfNHbsWI0aNUrTpk3TTz/9dEk9X375pc6cOaOIiAhJ0tmzZzVp0iSNHTtWd911lxISEqx5vby8VFBQoOLiYhUXFys/P1/XXXedJKl58+bWg58KCwtVXFx8SY11pbL+Kq+vdu7cqWHDhmnMmDFatWpVuestb7nQ0NDL/hnroqIixcbG6umnn76krWXLltb/c3NzrfqOHz+ub7/9Vvfff7/VHhAQUGmbJ3z++ef64x//qNGjR2v06NHat2+fFi9erMjISI0ePVr333+/Tp8+bc3/0UcfaezYsRo9erTuvvtuff3111Zbece+r6+v+vfvb83Ts2dPpaSklKnhueee06hRozRq1CgdPHhQkqwztby8PEmlx8DF47SiPkxOTpaPj481ghAVFaXt27fXWH/VlIr2oWPHjrrpppsklf4e9OjRw+ozLy8vFRcXq6CgQFLZfpFKR1Mu/iwjIyOVkZFhtZXXz9Llj2NJ+uc//6moqCiNHTtW48eP1+HDh622zZs3a9y4cRo7dqzuu+8+ff/99zXSN1frxIkTatu2ra6//npJUnh4uPbt26fHH39cn332mZYuXapJkyZJuvz7TEVPxV24cOEl6/llH14cTS1v3ovKey+qSlutqbPYcQ355JNPTL9+/cxtt91m+vbtaz7//HNjTOnZ0YsvvmiMMebYsWOmX79+JiMjo8Jlfu69994zo0ePLjMtMzPT+v+yZcvMkiVLLlnumWeeMXFxcdbrgoIC6yytqKjITJo0yfzzn/+02h599FETGhpqQkNDzaOPPlpmXUeOHDEjR440v/3tb83ChQuN2+2udv/UhMr665d9dfbsWdOvXz9z7NgxY4wxf//738s9Wy2vjy8q7wwuISHB/M///M9l26dMmWIGDBhg7rrrLnPmzBljTOmZQVRUlHn88cfN3XffbaZMmWK+/fbbStvqWnZ2thkwYID57LPPjDHGlJSUmHPnzpU55v7xj39Yx8j3339vBgwYYH744QdjjDGFhYUmJyfHGFPxsX+Ry+Uy999/v3n99deNMaVnrN26dTObN282xhjz6aefmrCwMFNYWGiMMWbLli2mV69eJjw83ISFhZnjx48bYyruw+3bt5uHHnqozHZ79OhhsrOza6bTrsDgwYPNqFGjzMiRI01MTIz56aefqnwcXLhwwYwYMaLMCN1rr71mfve735mBAweaESNGmKysLGNMaf8NHTrUGmHIzc01BQUFlfazMeUfxydOnDD33nuv9TP+9ttvTXh4uDGmdDTtoYcestaxe/duM378+BruuStz/vx5069fP/Of//zHGGPMG2+8Ybp162aSk5PNxIkTza5du6x5L/c+88UXX5gRI0aUWe/w4cNNcnKyMcZcsh5jjHniiSdMeHi4GTRoUJmfZXnzGlPxe1FFbbWFkYFqKikp0auvvqqXX35ZH330kV555RU9+uij1hnMuHHjJEk33HCDbrrpJh0+fLjSZS7atGnTJUkwMTHRGhnYunWrvvrqqzLtRUVF2rp1a5nlXC6XEhISNHr0aI0dO1bfffeddQb3ySefSJL27dunffv2qbi4WGvWrLGW/e1vf6ukpCTt3r1bX375ZZkziLpSlf76ZV/95z//0U033WT9Oerx48eXu+7y+vhyPv/8cyUnJ2vChAmXnee///u/tXfvXt11113WPRxut1v/+c9/NHbsWOvsaerUqZW21bXDhw+ra9eu6t27t6TSx4C3bt1ae/bs0b333quRI0dqzZo11jH3ySefaNCgQdZ1U6fTqRYtWljrK+/Y/7lnn31WzZo108SJE61pjRs31ujRoyVJ/fv3V5MmTfT9998rNzdX69ev11tvvaXdu3dr3rx5mj59uowx9aoPq2L9+vXasmWLNm3aJGOMYmNjq7QPJSUlmjVrlm655RYNGTJEknT69Gl9+OGH2rlzp/bu3as//OEPmjdvnqTS6+RjxoyxRhiaN29u3adwuX6+qLzjeO/evTp58qT+9Kc/acyYMYqOjlZJSYkyMjK0a9cuff311xo3bpzGjBmj559/XmfOnKndjqyili1bavny5Vq0aJHGjh2rzMxMtWrVyhr1vKiq78tVFR8fr927d2vWrFllRmMvp6L3ouq8T9UUwkA1ffXVV0pPT1efPn0kSX369FHTpk117Nixq1omLS1NBw4c0KhRo6xpBw8e1IYNG/Taa68pKSlJjz76qIqKisqs+/3331fHjh31m9/8xpq2du1anT9/Xm+++aaSkpI0dOhQFRYWSpI2btyo22+/XT4+PvLx8dGIESPKvbHIz89PgwYN8sgQa2X9VV5fVUV1lztw4ICOHTumIUOGKCIiQmfOnNGDDz6offv2lZnP4XDonnvuUWJioqTSJ2oGBgZaQ9V33HGHzp49q6ysrArb6oPTp09r0aJFev7557V161YtXLjwkmPuSixevFgnTpzQihUrqnTpad++fWrZsqUV7kaMGKGTJ08qOzu70v79+WWIrKwsORwO+fr6XvU+XKmLl6CcTqcmTJigQ4cOVXocuFwuRUdHq3Xr1nryySetdW3fvl3dunVTu3btJEl33333ZW/ArK5fHseSFBYWpsTEROvfvn371LZtWxljFBkZaU3fsmWLdu/eXSN11IQBAwZow4YNevvttzVx4kQVFBToV7/6VZl5KnqfuZqn4l78mWRnZ192norei670/e1qEQaq6brrrtOZM2esVH3s2DFlZmZaB9qmTZsklV4TPHr0qHr27FnpMlLp9bfw8HC1adPGmnb+/Hm1aNFCvr6+Kioqstb9c+UlyJycHAUEBMjHx0dpaWn68MMPrbaOHTtq37591hnW3r17rTuRf/jhB7ndbklSfn6+9uzZU+6d9bWtsv4qr6969uypo0eP6vjx45KkN99885L1lrdcRf7yl79o37592rVrl3bt2qXrrrtOa9as0cCBA5WVlVXmA3z79u3q3r27JCkkJETNmjXTd999J6k0VLRu3Vpt2rSpsK2u9ezZU8eOHdPnn38uqfQNLzU1VY0bN1ZAQIDcbrc2btxozf/73/9ee/bssfq4qKhIubm5Vnt5x74kLVu2TMnJyVq1apWcTmeZGoqLi5WUlCSpNPwWFBTohhtuUMeOHXX06FFlZmZKkj799FO1aNGi0j4MCQlRQUGBNaK1ceNGDRs2rKa7rsry8/Ota9LGGG3btk3BwcEV7oPb7da8efPUqFEjxcfHl/k2T8eOHfXZZ58pPz9fUuk1/Yu/v7fddpsSExOt+wTy8vKsk4DL9XNFx/Hvf/977d2716pRko4cOSKp9BsSiYmJ1miAy+VScnJyDffelTt79qyk0pG4ZcuWKSoqSs2aNSszT0XvM9V5Km5eXp5SU1Ot17t27VLr1q0rDKAVvRdV932qpvDVwmoKCAjQ008/rZkzZ5a5SeTiD97lcunuu+/WhQsXFBsba32lqaJlpNIDYP78+WW2FRYWpi1btujOO+9UmzZtFBoaqi+++MJqT01N1aFDh7RixYoyy02aNEkzZ87UyJEj1b59e916661W27Rp07RgwQLrxpjf/OY31vDkhx9+qM2bN6tRo0Zyu90aOnSoNfRblyrr4/L6yt/fX88++6weeeQRNWnSxPp60M+Vt5wkxcXFaefOncrIyNDkyZPl6+urd999t8Iaz549q8cff1zFxcWSZH2FTSq9yWvhwoV6/PHHVVRUpKZNm+qll14qsy+Xa6tLvr6+evHFF/Xcc88pPz9fDodDjz32mIYNG6YRI0aoTZs2Cg8Ptz5Yu3TpomeffVazZs2Sy+VSo0aN9Nxzz1kfHuUd+999951effVVdenSRVFRUZJKP9Au3uDp6+urr7/+Wq+99pqk0uDgdDoVEhKiKVOmaOLEiWrcuLGcTqdWrlxZaR96eXkpISFBMTExZb5a6CmZmZmaMWOGXC6X3G63unbtqpiYmAqPkX/+85/asmWLunXrprFjx0qSevfurZiYGN1xxx3W5QWn06lWrVpp0aJFkkqH///yl79o8uTJ8vLyktPp1OrVqyVdvp8rOo67dOmiJUuWaP78+dZNx71791aPHj3Ut29fPfroo5o6dapcLpeKi4s1bNgwhYSE1HUXl2vFihU6dOiQiouL9fvf/17R0dGXzFPZ+8zTTz+tefPm6eWXX7aeilueCxcuaObMmbpw4YIcDodat26t1atXV/g7fbn3osraahNPLQQAwOa4TAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAaHBOnTql7t27q6SkxNOlANcEwgAAADZHGABsLjU1VdOnT9ctt9yi/v37Ww/SefnllzV48GDdeuutmjt3rvVndS+elW/atEnh4eHq27evNmzYoCNHjmjUqFEKDQ1VbGystf63335bUVFRio2NVZ8+fTRs2DD961//strT0tL0yCOPqF+/frr99tv1j3/8w2o7cuSIxo4dq969e2vAgAHWX9u7+LCjvn37qlevXvr8888rrBlAJer0GYkA6pWSkhIzatQoEx8fb/Ly8kxBQYE5cOCAefPNN83QoUPNyZMnTW5urpk2bZqJjo42xvz/Rw8/9dRTpqCgwOzdu9eEhISYqVOnmoyMDHPmzBlzyy23mP379xtjjNm0aZMJDg42a9euNUVFRebdd981vXv3th4rPGHCBBMTE2MKCgrM0aNHTf/+/c0nn3xijDHm3nvvtR69m5ubaz1i9mINxcXF1r5UVDOAijEyANjYkSNHlJ6errlz56pZs2by8fFRaGiokpKS9MADD6hTp05q3ry5Zs+erW3btpW5Rj9t2jT5+Pho4MCBatasmUaOHCl/f3+1b99eoaGhOnr0qDWvn5+f7r//fjVu3FgjRozQ9ddfr927d1vP14iOjpaPj4+Cg4M1btw468l53t7eOnnypLKystS8eXPr4UflqUrNAMpHGABsLDU1VUFBQfL2LvvMsvT0dHXo0MF63aFDB5WUlFhPEZRkPYRLknx8fC55ffHJepLUvn37Mg9uCQoKUnp6utLT09W6dWu1aNGiTFtaWpqk0mfEHz9+XMOHD1dkZKQ++uijy+5LVWoGUD7CAGBjgYGBSk1NveTsuV27djp9+rT1OiUlRd7e3mU+8KsjLS1N5mfPREtNTVW7du3Url07/fTTT2UehZyamqr27dtLKn1y3rJly/Svf/1LDz30kP7rv/5L+fn55T4RrqZrBuyEMADYWI8ePRQQEKDnn39e+fn5Kiws1GeffaaRI0fq9ddf148//qi8vDwtX75cw4cPv2QEoaqysrL0xhtvqLi4WO+9956OHTum8PBwBQYGqlevXlq2bJkKCwv19ddf66233tLo0aMlSYmJicrKypLD4VCrVq0kSQ6HQ35+fnI4HPrxxx+tbdR0zYCd8FsC2FijRo20evVqxcXFafDgwZKkUaNG6YknnlBaWpomTpyowsJCDRw4UE899dQVb6dHjx46ceKEbrnlFrVt21YvvPCC2rRpI0latmyZYmJiFBYWplatWmnGjBkaMGCAJGnv3r167rnnVFBQoKCgIC1fvlxNmjSRJD3yyCP64x//qJKSEr322muKjIys0ZoBO/EyPx+7A4Aa9vbbb+vNN9/Uhg0bPF0KgMvgMgEAADZHGAAAwOa4TAAAgM0xMgAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACb+78Tb15htPFHbgAAAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 417
        },
        "id": "PcmT3JhdWVFr",
        "outputId": "8e6469cd-a44a-48c4-8554-c1ca9f905366"
      },
      "source": [
        "#Desafio 01: Reordenar barras\n",
        "#Desafio 02: Melhorar visualização\n",
        "import seaborn as sns\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "sns.set()\n",
        "plt.figure(figsize=(8, 6))\n",
        "\n",
        "ax = sns.countplot(x = 'composto', data = dados.query('composto in @cod_compostos'), order = dados['composto'].value_counts().index[:5])\n",
        "ax.set_title('Principais Compostos', fontweight = 'bold', fontsize = '20')\n",
        "plt.xlabel('Composto', fontweight = 'bold', fontsize = '15')\n",
        "plt.ylabel('Número de vezes testado', fontweight = 'bold', fontsize = '15')\n",
        "plt.show()"
      ],
      "execution_count": 62,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "0VXzMivtDG2s",
        "outputId": "d01f2660-6a22-4110-939c-ece9bdd56960"
      },
      "source": [
        "len(dados['g0'].unique())"
      ],
      "execution_count": 63,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "14367"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 63
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "R1gOmz4OHfSy",
        "outputId": "2a8500d7-f4f8-49b9-ed7d-d29c2f062512"
      },
      "source": [
        "dados['g0'].min()"
      ],
      "execution_count": 64,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "-5.513"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 64
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "b4DhfUJPH5W1",
        "outputId": "e2aa6a84-4206-41be-b86a-2b876d028754"
      },
      "source": [
        "dados['g0'].max()"
      ],
      "execution_count": 65,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "10.0"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 65
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "id": "szNRYJxmH75A",
        "outputId": "c3666b70-6530-4518-9c4b-5bb4f331a8b4"
      },
      "source": [
        "dados['g0'].hist(bins = 100)\n",
        "plt.show()"
      ],
      "execution_count": 66,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "id": "gDXBAvnLIH8l",
        "outputId": "1ccbf852-529d-41f5-dbdc-b68dda1278a5"
      },
      "source": [
        "dados['g20'].hist(bins = 100)\n",
        "plt.show()"
      ],
      "execution_count": 67,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "LtahhbFOK1JC",
        "outputId": "daa89cf9-e813-4632-e572-83841cf70d64"
      },
      "source": [
        "dados.describe()"
      ],
      "execution_count": 68,
      "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>tempo</th>\n",
              "      <th>g0</th>\n",
              "      <th>g1</th>\n",
              "      <th>g2</th>\n",
              "      <th>g3</th>\n",
              "      <th>g4</th>\n",
              "      <th>g5</th>\n",
              "      <th>g6</th>\n",
              "      <th>g7</th>\n",
              "      <th>g8</th>\n",
              "      <th>g9</th>\n",
              "      <th>g10</th>\n",
              "      <th>g11</th>\n",
              "      <th>g12</th>\n",
              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
              "      <th>g28</th>\n",
              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>g35</th>\n",
              "      <th>g36</th>\n",
              "      <th>g37</th>\n",
              "      <th>g38</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>48.020156</td>\n",
              "      <td>0.248366</td>\n",
              "      <td>-0.095684</td>\n",
              "      <td>0.152253</td>\n",
              "      <td>0.081971</td>\n",
              "      <td>0.057347</td>\n",
              "      <td>-0.138836</td>\n",
              "      <td>0.035961</td>\n",
              "      <td>-0.202651</td>\n",
              "      <td>-0.190083</td>\n",
              "      <td>0.119905</td>\n",
              "      <td>-0.123321</td>\n",
              "      <td>0.182307</td>\n",
              "      <td>0.143203</td>\n",
              "      <td>0.209402</td>\n",
              "      <td>-0.173884</td>\n",
              "      <td>-0.024432</td>\n",
              "      <td>0.126823</td>\n",
              "      <td>-0.146663</td>\n",
              "      <td>0.087687</td>\n",
              "      <td>-0.082982</td>\n",
              "      <td>-0.111908</td>\n",
              "      <td>-0.087379</td>\n",
              "      <td>0.047548</td>\n",
              "      <td>-0.117474</td>\n",
              "      <td>-0.113212</td>\n",
              "      <td>-0.052746</td>\n",
              "      <td>-0.091055</td>\n",
              "      <td>0.112176</td>\n",
              "      <td>-0.046458</td>\n",
              "      <td>-0.076239</td>\n",
              "      <td>-0.197699</td>\n",
              "      <td>0.382177</td>\n",
              "      <td>-0.189432</td>\n",
              "      <td>0.078791</td>\n",
              "      <td>-0.093312</td>\n",
              "      <td>0.135729</td>\n",
              "      <td>-0.188616</td>\n",
              "      <td>-0.606710</td>\n",
              "      <td>0.534425</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.517397</td>\n",
              "      <td>-0.360770</td>\n",
              "      <td>-0.435752</td>\n",
              "      <td>-0.613591</td>\n",
              "      <td>-0.402083</td>\n",
              "      <td>-0.619682</td>\n",
              "      <td>-0.452265</td>\n",
              "      <td>-0.497164</td>\n",
              "      <td>-0.413836</td>\n",
              "      <td>-0.277029</td>\n",
              "      <td>-0.547845</td>\n",
              "      <td>-0.358611</td>\n",
              "      <td>-0.442906</td>\n",
              "      <td>-0.475194</td>\n",
              "      <td>-0.010404</td>\n",
              "      <td>-0.467001</td>\n",
              "      <td>-0.276963</td>\n",
              "      <td>-0.455848</td>\n",
              "      <td>-0.412918</td>\n",
              "      <td>-0.456404</td>\n",
              "      <td>-0.472514</td>\n",
              "      <td>-0.505481</td>\n",
              "      <td>-0.492735</td>\n",
              "      <td>-0.446836</td>\n",
              "      <td>-0.463029</td>\n",
              "      <td>-0.409310</td>\n",
              "      <td>-0.333124</td>\n",
              "      <td>-0.295009</td>\n",
              "      <td>-0.328342</td>\n",
              "      <td>-0.401615</td>\n",
              "      <td>-0.469244</td>\n",
              "      <td>-0.461411</td>\n",
              "      <td>-0.513256</td>\n",
              "      <td>-0.500142</td>\n",
              "      <td>-0.507093</td>\n",
              "      <td>-0.353726</td>\n",
              "      <td>-0.463485</td>\n",
              "      <td>-0.378241</td>\n",
              "      <td>-0.470252</td>\n",
              "      <td>-0.301505</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>19.402807</td>\n",
              "      <td>1.393399</td>\n",
              "      <td>0.812363</td>\n",
              "      <td>1.035731</td>\n",
              "      <td>0.950012</td>\n",
              "      <td>1.032091</td>\n",
              "      <td>1.179388</td>\n",
              "      <td>0.882395</td>\n",
              "      <td>1.125494</td>\n",
              "      <td>1.749885</td>\n",
              "      <td>1.087180</td>\n",
              "      <td>1.291501</td>\n",
              "      <td>1.253604</td>\n",
              "      <td>1.234590</td>\n",
              "      <td>1.273068</td>\n",
              "      <td>1.247178</td>\n",
              "      <td>0.659839</td>\n",
              "      <td>1.418997</td>\n",
              "      <td>1.179688</td>\n",
              "      <td>0.743301</td>\n",
              "      <td>0.844796</td>\n",
              "      <td>1.219529</td>\n",
              "      <td>0.824401</td>\n",
              "      <td>0.924838</td>\n",
              "      <td>0.760159</td>\n",
              "      <td>1.203186</td>\n",
              "      <td>0.866977</td>\n",
              "      <td>1.103765</td>\n",
              "      <td>1.001687</td>\n",
              "      <td>1.027758</td>\n",
              "      <td>1.279399</td>\n",
              "      <td>1.302567</td>\n",
              "      <td>1.559174</td>\n",
              "      <td>0.933514</td>\n",
              "      <td>1.172270</td>\n",
              "      <td>1.174325</td>\n",
              "      <td>1.061719</td>\n",
              "      <td>1.397677</td>\n",
              "      <td>2.200277</td>\n",
              "      <td>2.003317</td>\n",
              "      <td>...</td>\n",
              "      <td>2.122318</td>\n",
              "      <td>1.710725</td>\n",
              "      <td>1.898871</td>\n",
              "      <td>2.307820</td>\n",
              "      <td>1.785055</td>\n",
              "      <td>2.225596</td>\n",
              "      <td>1.991021</td>\n",
              "      <td>2.063896</td>\n",
              "      <td>1.887001</td>\n",
              "      <td>1.459639</td>\n",
              "      <td>2.187835</td>\n",
              "      <td>1.730634</td>\n",
              "      <td>1.924716</td>\n",
              "      <td>2.021927</td>\n",
              "      <td>1.029820</td>\n",
              "      <td>2.004317</td>\n",
              "      <td>1.429340</td>\n",
              "      <td>1.924263</td>\n",
              "      <td>1.888788</td>\n",
              "      <td>1.832863</td>\n",
              "      <td>2.011396</td>\n",
              "      <td>2.091353</td>\n",
              "      <td>2.055624</td>\n",
              "      <td>1.987476</td>\n",
              "      <td>2.014045</td>\n",
              "      <td>1.883974</td>\n",
              "      <td>1.647241</td>\n",
              "      <td>1.634073</td>\n",
              "      <td>1.663170</td>\n",
              "      <td>1.832794</td>\n",
              "      <td>2.000488</td>\n",
              "      <td>2.042475</td>\n",
              "      <td>2.001714</td>\n",
              "      <td>2.107105</td>\n",
              "      <td>2.159589</td>\n",
              "      <td>1.629291</td>\n",
              "      <td>2.059725</td>\n",
              "      <td>1.703615</td>\n",
              "      <td>1.834828</td>\n",
              "      <td>1.407918</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>24.000000</td>\n",
              "      <td>-5.513000</td>\n",
              "      <td>-5.737000</td>\n",
              "      <td>-9.104000</td>\n",
              "      <td>-5.998000</td>\n",
              "      <td>-6.369000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.337000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.870000</td>\n",
              "      <td>-8.587000</td>\n",
              "      <td>-5.018000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.226000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.700000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.272000</td>\n",
              "      <td>-8.184000</td>\n",
              "      <td>-4.835000</td>\n",
              "      <td>-7.913000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-2.956000</td>\n",
              "      <td>-8.356000</td>\n",
              "      <td>-7.182000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.261000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.839000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-6.452000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.938000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>24.000000</td>\n",
              "      <td>-0.473075</td>\n",
              "      <td>-0.562200</td>\n",
              "      <td>-0.437750</td>\n",
              "      <td>-0.429575</td>\n",
              "      <td>-0.470925</td>\n",
              "      <td>-0.602225</td>\n",
              "      <td>-0.493900</td>\n",
              "      <td>-0.525175</td>\n",
              "      <td>-0.511675</td>\n",
              "      <td>-0.360200</td>\n",
              "      <td>-0.511475</td>\n",
              "      <td>-0.489675</td>\n",
              "      <td>-0.447500</td>\n",
              "      <td>-0.481200</td>\n",
              "      <td>-0.607975</td>\n",
              "      <td>-0.404150</td>\n",
              "      <td>-0.391950</td>\n",
              "      <td>-0.513775</td>\n",
              "      <td>-0.272200</td>\n",
              "      <td>-0.488675</td>\n",
              "      <td>-0.524600</td>\n",
              "      <td>-0.538900</td>\n",
              "      <td>-0.440375</td>\n",
              "      <td>-0.508900</td>\n",
              "      <td>-0.533900</td>\n",
              "      <td>-0.497700</td>\n",
              "      <td>-0.512875</td>\n",
              "      <td>-0.467800</td>\n",
              "      <td>-0.378300</td>\n",
              "      <td>-0.505750</td>\n",
              "      <td>-0.457975</td>\n",
              "      <td>-0.328200</td>\n",
              "      <td>-0.600500</td>\n",
              "      <td>-0.478700</td>\n",
              "      <td>-0.570525</td>\n",
              "      <td>-0.481800</td>\n",
              "      <td>-0.541950</td>\n",
              "      <td>-0.604100</td>\n",
              "      <td>-0.470250</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.588075</td>\n",
              "      <td>-0.564025</td>\n",
              "      <td>-0.561000</td>\n",
              "      <td>-0.583250</td>\n",
              "      <td>-0.566500</td>\n",
              "      <td>-0.603200</td>\n",
              "      <td>-0.541575</td>\n",
              "      <td>-0.560825</td>\n",
              "      <td>-0.555200</td>\n",
              "      <td>-0.534500</td>\n",
              "      <td>-0.569100</td>\n",
              "      <td>-0.558300</td>\n",
              "      <td>-0.573350</td>\n",
              "      <td>-0.594275</td>\n",
              "      <td>-0.389925</td>\n",
              "      <td>-0.551200</td>\n",
              "      <td>-0.544150</td>\n",
              "      <td>-0.575075</td>\n",
              "      <td>-0.568275</td>\n",
              "      <td>-0.582650</td>\n",
              "      <td>-0.558575</td>\n",
              "      <td>-0.562375</td>\n",
              "      <td>-0.572800</td>\n",
              "      <td>-0.561225</td>\n",
              "      <td>-0.560675</td>\n",
              "      <td>-0.560100</td>\n",
              "      <td>-0.533700</td>\n",
              "      <td>-0.504575</td>\n",
              "      <td>-0.544275</td>\n",
              "      <td>-0.569150</td>\n",
              "      <td>-0.566175</td>\n",
              "      <td>-0.565975</td>\n",
              "      <td>-0.589975</td>\n",
              "      <td>-0.568700</td>\n",
              "      <td>-0.563775</td>\n",
              "      <td>-0.567975</td>\n",
              "      <td>-0.552575</td>\n",
              "      <td>-0.561000</td>\n",
              "      <td>-0.592600</td>\n",
              "      <td>-0.562900</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>48.000000</td>\n",
              "      <td>-0.008850</td>\n",
              "      <td>-0.046600</td>\n",
              "      <td>0.075200</td>\n",
              "      <td>0.008050</td>\n",
              "      <td>-0.026900</td>\n",
              "      <td>-0.015650</td>\n",
              "      <td>-0.000650</td>\n",
              "      <td>-0.017900</td>\n",
              "      <td>0.010000</td>\n",
              "      <td>0.160450</td>\n",
              "      <td>0.038550</td>\n",
              "      <td>0.013800</td>\n",
              "      <td>0.060250</td>\n",
              "      <td>0.009800</td>\n",
              "      <td>-0.030100</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.149400</td>\n",
              "      <td>-0.002200</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.027800</td>\n",
              "      <td>-0.002800</td>\n",
              "      <td>-0.069350</td>\n",
              "      <td>-0.011800</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.018300</td>\n",
              "      <td>-0.011650</td>\n",
              "      <td>0.016100</td>\n",
              "      <td>0.037600</td>\n",
              "      <td>0.003750</td>\n",
              "      <td>0.021750</td>\n",
              "      <td>0.027000</td>\n",
              "      <td>0.019100</td>\n",
              "      <td>-0.054000</td>\n",
              "      <td>0.023350</td>\n",
              "      <td>0.003350</td>\n",
              "      <td>-0.000600</td>\n",
              "      <td>0.015350</td>\n",
              "      <td>-0.000700</td>\n",
              "      <td>0.005800</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.017650</td>\n",
              "      <td>-0.041550</td>\n",
              "      <td>-0.002950</td>\n",
              "      <td>-0.012650</td>\n",
              "      <td>-0.005600</td>\n",
              "      <td>0.007650</td>\n",
              "      <td>0.004950</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.023800</td>\n",
              "      <td>-0.011450</td>\n",
              "      <td>-0.007100</td>\n",
              "      <td>-0.019500</td>\n",
              "      <td>-0.019500</td>\n",
              "      <td>-0.009300</td>\n",
              "      <td>0.081550</td>\n",
              "      <td>-0.006900</td>\n",
              "      <td>0.018400</td>\n",
              "      <td>-0.014650</td>\n",
              "      <td>-0.014350</td>\n",
              "      <td>0.005300</td>\n",
              "      <td>-0.005300</td>\n",
              "      <td>-0.004050</td>\n",
              "      <td>0.003300</td>\n",
              "      <td>-0.007900</td>\n",
              "      <td>-0.004600</td>\n",
              "      <td>-0.002400</td>\n",
              "      <td>0.007850</td>\n",
              "      <td>-0.005600</td>\n",
              "      <td>-0.020600</td>\n",
              "      <td>-0.030000</td>\n",
              "      <td>-0.009900</td>\n",
              "      <td>0.003250</td>\n",
              "      <td>-0.009100</td>\n",
              "      <td>-0.013750</td>\n",
              "      <td>-0.003300</td>\n",
              "      <td>-0.010250</td>\n",
              "      <td>-0.001250</td>\n",
              "      <td>-0.006800</td>\n",
              "      <td>0.014000</td>\n",
              "      <td>-0.019500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>72.000000</td>\n",
              "      <td>0.525700</td>\n",
              "      <td>0.403075</td>\n",
              "      <td>0.663925</td>\n",
              "      <td>0.463400</td>\n",
              "      <td>0.465375</td>\n",
              "      <td>0.510425</td>\n",
              "      <td>0.528725</td>\n",
              "      <td>0.411900</td>\n",
              "      <td>0.549225</td>\n",
              "      <td>0.697775</td>\n",
              "      <td>0.525400</td>\n",
              "      <td>0.575275</td>\n",
              "      <td>0.604450</td>\n",
              "      <td>0.575825</td>\n",
              "      <td>0.457975</td>\n",
              "      <td>0.382475</td>\n",
              "      <td>0.829500</td>\n",
              "      <td>0.494775</td>\n",
              "      <td>0.327800</td>\n",
              "      <td>0.400600</td>\n",
              "      <td>0.492400</td>\n",
              "      <td>0.414875</td>\n",
              "      <td>0.433400</td>\n",
              "      <td>0.329250</td>\n",
              "      <td>0.527700</td>\n",
              "      <td>0.461650</td>\n",
              "      <td>0.508425</td>\n",
              "      <td>0.586450</td>\n",
              "      <td>0.431275</td>\n",
              "      <td>0.507600</td>\n",
              "      <td>0.458075</td>\n",
              "      <td>0.471075</td>\n",
              "      <td>0.391950</td>\n",
              "      <td>0.551300</td>\n",
              "      <td>0.503725</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.517025</td>\n",
              "      <td>0.460500</td>\n",
              "      <td>0.642300</td>\n",
              "      <td>...</td>\n",
              "      <td>0.452675</td>\n",
              "      <td>0.427675</td>\n",
              "      <td>0.462175</td>\n",
              "      <td>0.447975</td>\n",
              "      <td>0.447150</td>\n",
              "      <td>0.441250</td>\n",
              "      <td>0.470600</td>\n",
              "      <td>0.458550</td>\n",
              "      <td>0.441000</td>\n",
              "      <td>0.460075</td>\n",
              "      <td>0.460950</td>\n",
              "      <td>0.449975</td>\n",
              "      <td>0.445200</td>\n",
              "      <td>0.473200</td>\n",
              "      <td>0.563575</td>\n",
              "      <td>0.456350</td>\n",
              "      <td>0.493400</td>\n",
              "      <td>0.448375</td>\n",
              "      <td>0.451975</td>\n",
              "      <td>0.463075</td>\n",
              "      <td>0.447675</td>\n",
              "      <td>0.462000</td>\n",
              "      <td>0.468900</td>\n",
              "      <td>0.452375</td>\n",
              "      <td>0.460475</td>\n",
              "      <td>0.461675</td>\n",
              "      <td>0.465950</td>\n",
              "      <td>0.463400</td>\n",
              "      <td>0.450075</td>\n",
              "      <td>0.430875</td>\n",
              "      <td>0.457750</td>\n",
              "      <td>0.461500</td>\n",
              "      <td>0.445675</td>\n",
              "      <td>0.452900</td>\n",
              "      <td>0.470900</td>\n",
              "      <td>0.444750</td>\n",
              "      <td>0.465225</td>\n",
              "      <td>0.446400</td>\n",
              "      <td>0.461275</td>\n",
              "      <td>0.438650</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>72.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.039000</td>\n",
              "      <td>8.257000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.282000</td>\n",
              "      <td>7.333000</td>\n",
              "      <td>5.473000</td>\n",
              "      <td>8.887000</td>\n",
              "      <td>6.433000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.134000</td>\n",
              "      <td>6.418000</td>\n",
              "      <td>4.750000</td>\n",
              "      <td>8.872000</td>\n",
              "      <td>4.081000</td>\n",
              "      <td>9.842000</td>\n",
              "      <td>5.248000</td>\n",
              "      <td>5.942000</td>\n",
              "      <td>5.201000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.494000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.416000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.796000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.834000</td>\n",
              "      <td>5.602000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>3.888000</td>\n",
              "      <td>3.596000</td>\n",
              "      <td>4.857000</td>\n",
              "      <td>3.549000</td>\n",
              "      <td>3.382000</td>\n",
              "      <td>3.328000</td>\n",
              "      <td>4.157000</td>\n",
              "      <td>3.736000</td>\n",
              "      <td>3.582000</td>\n",
              "      <td>3.119000</td>\n",
              "      <td>3.323000</td>\n",
              "      <td>5.014000</td>\n",
              "      <td>2.898000</td>\n",
              "      <td>4.185000</td>\n",
              "      <td>3.170000</td>\n",
              "      <td>3.276000</td>\n",
              "      <td>4.992000</td>\n",
              "      <td>3.770000</td>\n",
              "      <td>2.851000</td>\n",
              "      <td>3.211000</td>\n",
              "      <td>4.534000</td>\n",
              "      <td>3.890000</td>\n",
              "      <td>3.994000</td>\n",
              "      <td>4.321000</td>\n",
              "      <td>4.020000</td>\n",
              "      <td>3.738000</td>\n",
              "      <td>3.252000</td>\n",
              "      <td>5.406000</td>\n",
              "      <td>3.110000</td>\n",
              "      <td>3.320000</td>\n",
              "      <td>4.069000</td>\n",
              "      <td>3.960000</td>\n",
              "      <td>3.927000</td>\n",
              "      <td>3.596000</td>\n",
              "      <td>3.747000</td>\n",
              "      <td>2.814000</td>\n",
              "      <td>3.505000</td>\n",
              "      <td>2.924000</td>\n",
              "      <td>3.111000</td>\n",
              "      <td>3.805000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 873 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "              tempo            g0  ...           c98           c99\n",
              "count  23814.000000  23814.000000  ...  23814.000000  23814.000000\n",
              "mean      48.020156      0.248366  ...     -0.470252     -0.301505\n",
              "std       19.402807      1.393399  ...      1.834828      1.407918\n",
              "min       24.000000     -5.513000  ...    -10.000000    -10.000000\n",
              "25%       24.000000     -0.473075  ...     -0.592600     -0.562900\n",
              "50%       48.000000     -0.008850  ...      0.014000     -0.019500\n",
              "75%       72.000000      0.525700  ...      0.461275      0.438650\n",
              "max       72.000000     10.000000  ...      3.111000      3.805000\n",
              "\n",
              "[8 rows x 873 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 68
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 419
        },
        "id": "3-8XcOcXL8RX",
        "outputId": "aa8804c9-9d0b-4019-c898-7e2c22a8759a"
      },
      "source": [
        "dados[{'g0', 'g1'}]"
      ],
      "execution_count": 69,
      "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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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>g1</th>\n",
              "      <th>g0</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0.5577</td>\n",
              "      <td>1.0620</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.0743</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0.5817</td>\n",
              "      <td>0.6280</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.5138</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>-0.4009</td>\n",
              "      <td>-0.3254</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>-0.0636</td>\n",
              "      <td>0.1394</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>0.3478</td>\n",
              "      <td>-1.3260</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3942</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.6660</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>1.0240</td>\n",
              "      <td>-0.8598</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>23814 rows × 2 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "           g1      g0\n",
              "0      0.5577  1.0620\n",
              "1      0.4087  0.0743\n",
              "2      0.5817  0.6280\n",
              "3     -0.2491 -0.5138\n",
              "4     -0.4009 -0.3254\n",
              "...       ...     ...\n",
              "23809 -0.0636  0.1394\n",
              "23810  0.3478 -1.3260\n",
              "23811  0.3756  0.3942\n",
              "23812  0.2324  0.6660\n",
              "23813  1.0240 -0.8598\n",
              "\n",
              "[23814 rows x 2 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 69
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "BdOP4__fMbU_",
        "outputId": "5071ae38-f8aa-49ac-b739-9e5122d1c33f"
      },
      "source": [
        "dados.loc[:,'g0':'g711'].describe()"
      ],
      "execution_count": 70,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "      <th>g0</th>\n",
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              "      <th>g9</th>\n",
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              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
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              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
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              "      <th>g33</th>\n",
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              "      <th>g35</th>\n",
              "      <th>g36</th>\n",
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              "      <th>g672</th>\n",
              "      <th>g673</th>\n",
              "      <th>g674</th>\n",
              "      <th>g675</th>\n",
              "      <th>g676</th>\n",
              "      <th>g677</th>\n",
              "      <th>g678</th>\n",
              "      <th>g679</th>\n",
              "      <th>g680</th>\n",
              "      <th>g681</th>\n",
              "      <th>g682</th>\n",
              "      <th>g683</th>\n",
              "      <th>g684</th>\n",
              "      <th>g685</th>\n",
              "      <th>g686</th>\n",
              "      <th>g687</th>\n",
              "      <th>g688</th>\n",
              "      <th>g689</th>\n",
              "      <th>g690</th>\n",
              "      <th>g691</th>\n",
              "      <th>g692</th>\n",
              "      <th>g693</th>\n",
              "      <th>g694</th>\n",
              "      <th>g695</th>\n",
              "      <th>g696</th>\n",
              "      <th>g697</th>\n",
              "      <th>g698</th>\n",
              "      <th>g699</th>\n",
              "      <th>g700</th>\n",
              "      <th>g701</th>\n",
              "      <th>g702</th>\n",
              "      <th>g703</th>\n",
              "      <th>g704</th>\n",
              "      <th>g705</th>\n",
              "      <th>g706</th>\n",
              "      <th>g707</th>\n",
              "      <th>g708</th>\n",
              "      <th>g709</th>\n",
              "      <th>g710</th>\n",
              "      <th>g711</th>\n",
              "    </tr>\n",
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              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
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              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>0.248366</td>\n",
              "      <td>-0.095684</td>\n",
              "      <td>0.152253</td>\n",
              "      <td>0.081971</td>\n",
              "      <td>0.057347</td>\n",
              "      <td>-0.138836</td>\n",
              "      <td>0.035961</td>\n",
              "      <td>-0.202651</td>\n",
              "      <td>-0.190083</td>\n",
              "      <td>0.119905</td>\n",
              "      <td>-0.123321</td>\n",
              "      <td>0.182307</td>\n",
              "      <td>0.143203</td>\n",
              "      <td>0.209402</td>\n",
              "      <td>-0.173884</td>\n",
              "      <td>-0.024432</td>\n",
              "      <td>0.126823</td>\n",
              "      <td>-0.146663</td>\n",
              "      <td>0.087687</td>\n",
              "      <td>-0.082982</td>\n",
              "      <td>-0.111908</td>\n",
              "      <td>-0.087379</td>\n",
              "      <td>0.047548</td>\n",
              "      <td>-0.117474</td>\n",
              "      <td>-0.113212</td>\n",
              "      <td>-0.052746</td>\n",
              "      <td>-0.091055</td>\n",
              "      <td>0.112176</td>\n",
              "      <td>-0.046458</td>\n",
              "      <td>-0.076239</td>\n",
              "      <td>-0.197699</td>\n",
              "      <td>0.382177</td>\n",
              "      <td>-0.189432</td>\n",
              "      <td>0.078791</td>\n",
              "      <td>-0.093312</td>\n",
              "      <td>0.135729</td>\n",
              "      <td>-0.188616</td>\n",
              "      <td>-0.606710</td>\n",
              "      <td>0.534425</td>\n",
              "      <td>0.132026</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.502762</td>\n",
              "      <td>-0.045168</td>\n",
              "      <td>-0.275812</td>\n",
              "      <td>-0.019297</td>\n",
              "      <td>0.101659</td>\n",
              "      <td>-0.153856</td>\n",
              "      <td>-0.177475</td>\n",
              "      <td>0.119074</td>\n",
              "      <td>-0.165084</td>\n",
              "      <td>-0.003852</td>\n",
              "      <td>0.148539</td>\n",
              "      <td>0.139688</td>\n",
              "      <td>-0.116672</td>\n",
              "      <td>-0.122272</td>\n",
              "      <td>-0.087273</td>\n",
              "      <td>-0.018728</td>\n",
              "      <td>0.105757</td>\n",
              "      <td>0.259134</td>\n",
              "      <td>0.083956</td>\n",
              "      <td>-0.284731</td>\n",
              "      <td>0.184651</td>\n",
              "      <td>0.194972</td>\n",
              "      <td>-0.053933</td>\n",
              "      <td>0.175494</td>\n",
              "      <td>0.135721</td>\n",
              "      <td>0.114710</td>\n",
              "      <td>0.015161</td>\n",
              "      <td>0.128858</td>\n",
              "      <td>0.070685</td>\n",
              "      <td>-0.093502</td>\n",
              "      <td>-0.126025</td>\n",
              "      <td>-0.029073</td>\n",
              "      <td>-0.207405</td>\n",
              "      <td>-0.353877</td>\n",
              "      <td>-0.061659</td>\n",
              "      <td>0.744700</td>\n",
              "      <td>0.173816</td>\n",
              "      <td>-0.067675</td>\n",
              "      <td>0.153914</td>\n",
              "      <td>0.049409</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>1.393399</td>\n",
              "      <td>0.812363</td>\n",
              "      <td>1.035731</td>\n",
              "      <td>0.950012</td>\n",
              "      <td>1.032091</td>\n",
              "      <td>1.179388</td>\n",
              "      <td>0.882395</td>\n",
              "      <td>1.125494</td>\n",
              "      <td>1.749885</td>\n",
              "      <td>1.087180</td>\n",
              "      <td>1.291501</td>\n",
              "      <td>1.253604</td>\n",
              "      <td>1.234590</td>\n",
              "      <td>1.273068</td>\n",
              "      <td>1.247178</td>\n",
              "      <td>0.659839</td>\n",
              "      <td>1.418997</td>\n",
              "      <td>1.179688</td>\n",
              "      <td>0.743301</td>\n",
              "      <td>0.844796</td>\n",
              "      <td>1.219529</td>\n",
              "      <td>0.824401</td>\n",
              "      <td>0.924838</td>\n",
              "      <td>0.760159</td>\n",
              "      <td>1.203186</td>\n",
              "      <td>0.866977</td>\n",
              "      <td>1.103765</td>\n",
              "      <td>1.001687</td>\n",
              "      <td>1.027758</td>\n",
              "      <td>1.279399</td>\n",
              "      <td>1.302567</td>\n",
              "      <td>1.559174</td>\n",
              "      <td>0.933514</td>\n",
              "      <td>1.172270</td>\n",
              "      <td>1.174325</td>\n",
              "      <td>1.061719</td>\n",
              "      <td>1.397677</td>\n",
              "      <td>2.200277</td>\n",
              "      <td>2.003317</td>\n",
              "      <td>0.990477</td>\n",
              "      <td>...</td>\n",
              "      <td>1.977761</td>\n",
              "      <td>1.376617</td>\n",
              "      <td>1.560877</td>\n",
              "      <td>0.978385</td>\n",
              "      <td>0.927934</td>\n",
              "      <td>1.192658</td>\n",
              "      <td>1.286689</td>\n",
              "      <td>0.959799</td>\n",
              "      <td>1.061727</td>\n",
              "      <td>1.095052</td>\n",
              "      <td>0.993581</td>\n",
              "      <td>1.192070</td>\n",
              "      <td>0.966319</td>\n",
              "      <td>1.177119</td>\n",
              "      <td>1.249106</td>\n",
              "      <td>0.763376</td>\n",
              "      <td>0.902151</td>\n",
              "      <td>1.513023</td>\n",
              "      <td>0.928149</td>\n",
              "      <td>1.564297</td>\n",
              "      <td>1.019939</td>\n",
              "      <td>1.161022</td>\n",
              "      <td>1.046938</td>\n",
              "      <td>1.169560</td>\n",
              "      <td>1.070205</td>\n",
              "      <td>1.162667</td>\n",
              "      <td>1.012421</td>\n",
              "      <td>1.203993</td>\n",
              "      <td>1.114329</td>\n",
              "      <td>1.079799</td>\n",
              "      <td>1.017420</td>\n",
              "      <td>1.438114</td>\n",
              "      <td>1.715334</td>\n",
              "      <td>1.681874</td>\n",
              "      <td>1.226935</td>\n",
              "      <td>1.457132</td>\n",
              "      <td>1.462213</td>\n",
              "      <td>0.972699</td>\n",
              "      <td>1.001524</td>\n",
              "      <td>1.487562</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>-5.513000</td>\n",
              "      <td>-5.737000</td>\n",
              "      <td>-9.104000</td>\n",
              "      <td>-5.998000</td>\n",
              "      <td>-6.369000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.337000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.870000</td>\n",
              "      <td>-8.587000</td>\n",
              "      <td>-5.018000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.226000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.700000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.272000</td>\n",
              "      <td>-8.184000</td>\n",
              "      <td>-4.835000</td>\n",
              "      <td>-7.913000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-2.956000</td>\n",
              "      <td>-8.356000</td>\n",
              "      <td>-7.182000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.261000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.223000</td>\n",
              "      <td>...</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.236000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.076000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.142000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.903000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.742000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.469000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-7.595000</td>\n",
              "      <td>-7.923000</td>\n",
              "      <td>-5.633000</td>\n",
              "      <td>-5.483000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-6.600000</td>\n",
              "      <td>-8.740000</td>\n",
              "      <td>-8.711000</td>\n",
              "      <td>-8.957000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-1.672000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-6.876000</td>\n",
              "      <td>-10.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>-0.473075</td>\n",
              "      <td>-0.562200</td>\n",
              "      <td>-0.437750</td>\n",
              "      <td>-0.429575</td>\n",
              "      <td>-0.470925</td>\n",
              "      <td>-0.602225</td>\n",
              "      <td>-0.493900</td>\n",
              "      <td>-0.525175</td>\n",
              "      <td>-0.511675</td>\n",
              "      <td>-0.360200</td>\n",
              "      <td>-0.511475</td>\n",
              "      <td>-0.489675</td>\n",
              "      <td>-0.447500</td>\n",
              "      <td>-0.481200</td>\n",
              "      <td>-0.607975</td>\n",
              "      <td>-0.404150</td>\n",
              "      <td>-0.391950</td>\n",
              "      <td>-0.513775</td>\n",
              "      <td>-0.272200</td>\n",
              "      <td>-0.488675</td>\n",
              "      <td>-0.524600</td>\n",
              "      <td>-0.538900</td>\n",
              "      <td>-0.440375</td>\n",
              "      <td>-0.508900</td>\n",
              "      <td>-0.533900</td>\n",
              "      <td>-0.497700</td>\n",
              "      <td>-0.512875</td>\n",
              "      <td>-0.467800</td>\n",
              "      <td>-0.378300</td>\n",
              "      <td>-0.505750</td>\n",
              "      <td>-0.457975</td>\n",
              "      <td>-0.328200</td>\n",
              "      <td>-0.600500</td>\n",
              "      <td>-0.478700</td>\n",
              "      <td>-0.570525</td>\n",
              "      <td>-0.481800</td>\n",
              "      <td>-0.541950</td>\n",
              "      <td>-0.604100</td>\n",
              "      <td>-0.470250</td>\n",
              "      <td>-0.401700</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.562775</td>\n",
              "      <td>-0.472375</td>\n",
              "      <td>-0.533200</td>\n",
              "      <td>-0.469250</td>\n",
              "      <td>-0.383400</td>\n",
              "      <td>-0.498500</td>\n",
              "      <td>-0.534850</td>\n",
              "      <td>-0.412800</td>\n",
              "      <td>-0.581675</td>\n",
              "      <td>-0.520675</td>\n",
              "      <td>-0.374875</td>\n",
              "      <td>-0.471150</td>\n",
              "      <td>-0.492925</td>\n",
              "      <td>-0.497400</td>\n",
              "      <td>-0.617550</td>\n",
              "      <td>-0.453575</td>\n",
              "      <td>-0.309200</td>\n",
              "      <td>-0.518475</td>\n",
              "      <td>-0.462600</td>\n",
              "      <td>-0.514200</td>\n",
              "      <td>-0.398950</td>\n",
              "      <td>-0.485575</td>\n",
              "      <td>-0.536575</td>\n",
              "      <td>-0.481275</td>\n",
              "      <td>-0.428100</td>\n",
              "      <td>-0.458450</td>\n",
              "      <td>-0.500500</td>\n",
              "      <td>-0.459800</td>\n",
              "      <td>-0.421550</td>\n",
              "      <td>-0.540400</td>\n",
              "      <td>-0.495150</td>\n",
              "      <td>-0.468800</td>\n",
              "      <td>-0.533500</td>\n",
              "      <td>-0.564600</td>\n",
              "      <td>-0.554075</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.509175</td>\n",
              "      <td>-0.473300</td>\n",
              "      <td>-0.408100</td>\n",
              "      <td>-0.560575</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>-0.008850</td>\n",
              "      <td>-0.046600</td>\n",
              "      <td>0.075200</td>\n",
              "      <td>0.008050</td>\n",
              "      <td>-0.026900</td>\n",
              "      <td>-0.015650</td>\n",
              "      <td>-0.000650</td>\n",
              "      <td>-0.017900</td>\n",
              "      <td>0.010000</td>\n",
              "      <td>0.160450</td>\n",
              "      <td>0.038550</td>\n",
              "      <td>0.013800</td>\n",
              "      <td>0.060250</td>\n",
              "      <td>0.009800</td>\n",
              "      <td>-0.030100</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.149400</td>\n",
              "      <td>-0.002200</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.027800</td>\n",
              "      <td>-0.002800</td>\n",
              "      <td>-0.069350</td>\n",
              "      <td>-0.011800</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.018300</td>\n",
              "      <td>-0.011650</td>\n",
              "      <td>0.016100</td>\n",
              "      <td>0.037600</td>\n",
              "      <td>0.003750</td>\n",
              "      <td>0.021750</td>\n",
              "      <td>0.027000</td>\n",
              "      <td>0.019100</td>\n",
              "      <td>-0.054000</td>\n",
              "      <td>0.023350</td>\n",
              "      <td>0.003350</td>\n",
              "      <td>-0.000600</td>\n",
              "      <td>0.015350</td>\n",
              "      <td>-0.000700</td>\n",
              "      <td>0.005800</td>\n",
              "      <td>0.007400</td>\n",
              "      <td>...</td>\n",
              "      <td>0.016400</td>\n",
              "      <td>0.046600</td>\n",
              "      <td>0.016800</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.008800</td>\n",
              "      <td>-0.020700</td>\n",
              "      <td>-0.012400</td>\n",
              "      <td>0.007800</td>\n",
              "      <td>-0.018200</td>\n",
              "      <td>-0.020850</td>\n",
              "      <td>0.127400</td>\n",
              "      <td>-0.031350</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.014000</td>\n",
              "      <td>-0.052450</td>\n",
              "      <td>-0.016450</td>\n",
              "      <td>0.012400</td>\n",
              "      <td>0.004300</td>\n",
              "      <td>0.011500</td>\n",
              "      <td>0.001800</td>\n",
              "      <td>0.112400</td>\n",
              "      <td>0.009300</td>\n",
              "      <td>0.005400</td>\n",
              "      <td>0.007100</td>\n",
              "      <td>0.074600</td>\n",
              "      <td>0.024850</td>\n",
              "      <td>-0.012400</td>\n",
              "      <td>0.053700</td>\n",
              "      <td>0.074100</td>\n",
              "      <td>0.005450</td>\n",
              "      <td>0.010350</td>\n",
              "      <td>0.087600</td>\n",
              "      <td>0.027600</td>\n",
              "      <td>-0.005350</td>\n",
              "      <td>0.007700</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.012000</td>\n",
              "      <td>0.001600</td>\n",
              "      <td>0.018950</td>\n",
              "      <td>-0.035650</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>0.525700</td>\n",
              "      <td>0.403075</td>\n",
              "      <td>0.663925</td>\n",
              "      <td>0.463400</td>\n",
              "      <td>0.465375</td>\n",
              "      <td>0.510425</td>\n",
              "      <td>0.528725</td>\n",
              "      <td>0.411900</td>\n",
              "      <td>0.549225</td>\n",
              "      <td>0.697775</td>\n",
              "      <td>0.525400</td>\n",
              "      <td>0.575275</td>\n",
              "      <td>0.604450</td>\n",
              "      <td>0.575825</td>\n",
              "      <td>0.457975</td>\n",
              "      <td>0.382475</td>\n",
              "      <td>0.829500</td>\n",
              "      <td>0.494775</td>\n",
              "      <td>0.327800</td>\n",
              "      <td>0.400600</td>\n",
              "      <td>0.492400</td>\n",
              "      <td>0.414875</td>\n",
              "      <td>0.433400</td>\n",
              "      <td>0.329250</td>\n",
              "      <td>0.527700</td>\n",
              "      <td>0.461650</td>\n",
              "      <td>0.508425</td>\n",
              "      <td>0.586450</td>\n",
              "      <td>0.431275</td>\n",
              "      <td>0.507600</td>\n",
              "      <td>0.458075</td>\n",
              "      <td>0.471075</td>\n",
              "      <td>0.391950</td>\n",
              "      <td>0.551300</td>\n",
              "      <td>0.503725</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.517025</td>\n",
              "      <td>0.460500</td>\n",
              "      <td>0.642300</td>\n",
              "      <td>0.439400</td>\n",
              "      <td>...</td>\n",
              "      <td>0.475200</td>\n",
              "      <td>0.589925</td>\n",
              "      <td>0.503175</td>\n",
              "      <td>0.477075</td>\n",
              "      <td>0.425200</td>\n",
              "      <td>0.426700</td>\n",
              "      <td>0.481625</td>\n",
              "      <td>0.478975</td>\n",
              "      <td>0.471425</td>\n",
              "      <td>0.487175</td>\n",
              "      <td>0.691275</td>\n",
              "      <td>0.481575</td>\n",
              "      <td>0.430900</td>\n",
              "      <td>0.441100</td>\n",
              "      <td>0.453050</td>\n",
              "      <td>0.404500</td>\n",
              "      <td>0.358975</td>\n",
              "      <td>0.603825</td>\n",
              "      <td>0.515875</td>\n",
              "      <td>0.458350</td>\n",
              "      <td>0.770400</td>\n",
              "      <td>0.583475</td>\n",
              "      <td>0.548225</td>\n",
              "      <td>0.560975</td>\n",
              "      <td>0.645000</td>\n",
              "      <td>0.500700</td>\n",
              "      <td>0.482175</td>\n",
              "      <td>0.674400</td>\n",
              "      <td>0.611175</td>\n",
              "      <td>0.508175</td>\n",
              "      <td>0.463275</td>\n",
              "      <td>0.675200</td>\n",
              "      <td>0.568000</td>\n",
              "      <td>0.480825</td>\n",
              "      <td>0.530375</td>\n",
              "      <td>1.004000</td>\n",
              "      <td>0.522725</td>\n",
              "      <td>0.464400</td>\n",
              "      <td>0.507875</td>\n",
              "      <td>0.501800</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.039000</td>\n",
              "      <td>8.257000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.282000</td>\n",
              "      <td>7.333000</td>\n",
              "      <td>5.473000</td>\n",
              "      <td>8.887000</td>\n",
              "      <td>6.433000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.134000</td>\n",
              "      <td>6.418000</td>\n",
              "      <td>4.750000</td>\n",
              "      <td>8.872000</td>\n",
              "      <td>4.081000</td>\n",
              "      <td>9.842000</td>\n",
              "      <td>5.248000</td>\n",
              "      <td>5.942000</td>\n",
              "      <td>5.201000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.494000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.416000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.796000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.834000</td>\n",
              "      <td>5.602000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>3.433000</td>\n",
              "      <td>8.631000</td>\n",
              "      <td>5.013000</td>\n",
              "      <td>6.845000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.987000</td>\n",
              "      <td>5.712000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>3.208000</td>\n",
              "      <td>8.443000</td>\n",
              "      <td>6.569000</td>\n",
              "      <td>7.757000</td>\n",
              "      <td>4.094000</td>\n",
              "      <td>7.145000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.860000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.872000</td>\n",
              "      <td>5.701000</td>\n",
              "      <td>8.089000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.849000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.130000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>3.880000</td>\n",
              "      <td>5.807000</td>\n",
              "      <td>6.806000</td>\n",
              "      <td>7.622000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.185000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 712 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 g0            g1  ...          g710          g711\n",
              "count  23814.000000  23814.000000  ...  23814.000000  23814.000000\n",
              "mean       0.248366     -0.095684  ...      0.153914      0.049409\n",
              "std        1.393399      0.812363  ...      1.001524      1.487562\n",
              "min       -5.513000     -5.737000  ...     -6.876000    -10.000000\n",
              "25%       -0.473075     -0.562200  ...     -0.408100     -0.560575\n",
              "50%       -0.008850     -0.046600  ...      0.018950     -0.035650\n",
              "75%        0.525700      0.403075  ...      0.507875      0.501800\n",
              "max       10.000000      5.039000  ...     10.000000     10.000000\n",
              "\n",
              "[8 rows x 712 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 70
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 419
        },
        "id": "pt92PR4xMmFE",
        "outputId": "7e11ff52-79fa-4f9b-b862-cc415ee26e82"
      },
      "source": [
        "dados.loc[:,'g0':'g711'].describe().T"
      ],
      "execution_count": 71,
      "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>count</th>\n",
              "      <th>mean</th>\n",
              "      <th>std</th>\n",
              "      <th>min</th>\n",
              "      <th>25%</th>\n",
              "      <th>50%</th>\n",
              "      <th>75%</th>\n",
              "      <th>max</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>g0</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.248366</td>\n",
              "      <td>1.393399</td>\n",
              "      <td>-5.513</td>\n",
              "      <td>-0.473075</td>\n",
              "      <td>-0.00885</td>\n",
              "      <td>0.525700</td>\n",
              "      <td>10.000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g1</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>-0.095684</td>\n",
              "      <td>0.812363</td>\n",
              "      <td>-5.737</td>\n",
              "      <td>-0.562200</td>\n",
              "      <td>-0.04660</td>\n",
              "      <td>0.403075</td>\n",
              "      <td>5.039</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g2</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.152253</td>\n",
              "      <td>1.035731</td>\n",
              "      <td>-9.104</td>\n",
              "      <td>-0.437750</td>\n",
              "      <td>0.07520</td>\n",
              "      <td>0.663925</td>\n",
              "      <td>8.257</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g3</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.081971</td>\n",
              "      <td>0.950012</td>\n",
              "      <td>-5.998</td>\n",
              "      <td>-0.429575</td>\n",
              "      <td>0.00805</td>\n",
              "      <td>0.463400</td>\n",
              "      <td>10.000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g4</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.057347</td>\n",
              "      <td>1.032091</td>\n",
              "      <td>-6.369</td>\n",
              "      <td>-0.470925</td>\n",
              "      <td>-0.02690</td>\n",
              "      <td>0.465375</td>\n",
              "      <td>10.000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g707</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.744700</td>\n",
              "      <td>1.457132</td>\n",
              "      <td>-1.672</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.00000</td>\n",
              "      <td>1.004000</td>\n",
              "      <td>10.000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g708</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.173816</td>\n",
              "      <td>1.462213</td>\n",
              "      <td>-10.000</td>\n",
              "      <td>-0.509175</td>\n",
              "      <td>-0.01200</td>\n",
              "      <td>0.522725</td>\n",
              "      <td>10.000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g709</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>-0.067675</td>\n",
              "      <td>0.972699</td>\n",
              "      <td>-10.000</td>\n",
              "      <td>-0.473300</td>\n",
              "      <td>0.00160</td>\n",
              "      <td>0.464400</td>\n",
              "      <td>4.185</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g710</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.153914</td>\n",
              "      <td>1.001524</td>\n",
              "      <td>-6.876</td>\n",
              "      <td>-0.408100</td>\n",
              "      <td>0.01895</td>\n",
              "      <td>0.507875</td>\n",
              "      <td>10.000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>g711</th>\n",
              "      <td>23814.0</td>\n",
              "      <td>0.049409</td>\n",
              "      <td>1.487562</td>\n",
              "      <td>-10.000</td>\n",
              "      <td>-0.560575</td>\n",
              "      <td>-0.03565</td>\n",
              "      <td>0.501800</td>\n",
              "      <td>10.000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>712 rows × 8 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "        count      mean       std     min       25%      50%       75%     max\n",
              "g0    23814.0  0.248366  1.393399  -5.513 -0.473075 -0.00885  0.525700  10.000\n",
              "g1    23814.0 -0.095684  0.812363  -5.737 -0.562200 -0.04660  0.403075   5.039\n",
              "g2    23814.0  0.152253  1.035731  -9.104 -0.437750  0.07520  0.663925   8.257\n",
              "g3    23814.0  0.081971  0.950012  -5.998 -0.429575  0.00805  0.463400  10.000\n",
              "g4    23814.0  0.057347  1.032091  -6.369 -0.470925 -0.02690  0.465375  10.000\n",
              "...       ...       ...       ...     ...       ...      ...       ...     ...\n",
              "g707  23814.0  0.744700  1.457132  -1.672  0.000000  0.00000  1.004000  10.000\n",
              "g708  23814.0  0.173816  1.462213 -10.000 -0.509175 -0.01200  0.522725  10.000\n",
              "g709  23814.0 -0.067675  0.972699 -10.000 -0.473300  0.00160  0.464400   4.185\n",
              "g710  23814.0  0.153914  1.001524  -6.876 -0.408100  0.01895  0.507875  10.000\n",
              "g711  23814.0  0.049409  1.487562 -10.000 -0.560575 -0.03565  0.501800  10.000\n",
              "\n",
              "[712 rows x 8 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 71
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "id": "GXPvZ1crNP21",
        "outputId": "f70b9449-28c8-4399-fa14-1a4c69264767"
      },
      "source": [
        "dados.loc[:,'g0':'g711'].describe().T['mean'].hist(bins=30)\n",
        "plt.show()"
      ],
      "execution_count": 72,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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L1TxXEIM0FC2Jd5hU/zvr435LpBWHboiIJMeiJyKSHIueiEhyIcfoL126hCeeeAIfffQREhMTcdddd2HTpk2wWq2or6+Hy+VCb28vxo0bh23btsFms8UiNxERqRTyiN5gMGDVqlWora1FTU0NJkyYgO3btyMYDGL9+vVwuVyora1FTk4Otm/fHovMRESkQciit1gsmD59+sDjqVOnorm5GQ0NDTCbzcjJyQEALFu2DIcOHYpeUiIiCoumyyuDwSB+//vfY+bMmfD5fMjIyBh4zWq1IhgMor29HRaLRfU6bbZRWiKETc11xPFCT1lJLkPd9/S27+op71Cyair6zZs3Y+TIkXjggQfwxhtvhL3Rwfz+TgSDIiLr+jypqcloa9PHFcKxzKqnnZxiYyj7np4+Z4C+8g7OajQaNB8gqy56t9uNDz/8EC+//DKMRiPsdjuam5sHXg8EAjAajZqO5omIKPpUXV75/PPPo6GhAbt27UJiYiIAYPLkyejp6cHJkycBAPv27UNeXl70khIRUVhCHtH/97//xSuvvILMzEwsW7YMADB+/Hjs2rUL5eXlKC4uvuHySiIiii8hi/7uu+/Ge++9d8vXpk2bhpqamoiHIiKiyOE3Y4mIJMeiJyKSHIueiEhyLHoiIsmx6ImIJMeiJyKSHIueiEhyLHoiIsmx6ImIJMeiJyKSHIueiEhyLHoiIsmx6ImIJMeiJyKSHIueiEhymu4ZS0Ty6utXVN1HuKf3Kjoud8cgEUUKi56IAACJd5iQ//PqkMvVPFcAfdxSm64LOXTjdrsxc+ZMTJo0Cf/5z38Gnm9qasLSpUsxd+5cLF26FOfOnYtmTiIiClPIos/NzcXevXsxbty4G54vLi5GYWEhamtrUVhYCJfLFbWQREQUvpBFn5OTA7vdfsNzfr8fXq8XTqcTAOB0OuH1ehEIBKKTkoiIwhbWVTc+nw/p6ekwmUwAAJPJhLS0NPh8voiGIyKioRv2k7E226iYbEfN1QSR1NevIPEOU1jLxjorkVaft4/qbd/VU96hZA2r6O12O1paWqAoCkwmExRFQWtr601DPGr4/Z0IBkU4MVRLTU1GW1tsrxNITU1WdQUDcO0qhuv5YplVTzs5xZdb7aPD8TkbCj3lHZzVaDRoPkAOq+htNhscDgc8Hg8KCgrg8XjgcDhgtVrDWR2plJwyAknm0P9kvM6ZiAYL2RrPPvss/vrXv+LixYtYuXIlLBYLDhw4gJKSEhQVFaGiogIpKSlwu92xyHtbSzIn8DpnItIsZNE//fTTePrpp296PisrC5WVlVEJRUREkTPsJ2P1Ru3wCZGsvmiqhMHPcwgxfrCxNNIyfEIkI06VoD+cvZKISHI8opeQ2lkIiej2wKKXkJb/WhOR/Fj0ceCzR+A8GieiSGLRxwEegRNRNPFkLBGR5Fj0RESSY9ETEUmORU9EJDkWPRGR5Fj0RESS0+3llVrmZiei2FP7DW0tk5/xngzh0W3Rc3IxovgWjcnPeE+G8HDohohIcix6IiLJseiJiCQ35KJvamrC0qVLMXfuXCxduhTnzp2LQCwiIoqUIZ+MLS4uRmFhIQoKClBdXQ2Xy4Xdu3dHIltE9PUrSLzDFPLsP8/SEw0Pme6fEK9XBQ2p6P1+P7xeL15//XUAgNPpxObNmxEIBGC1WlWtw2g0hL39tNEjQi6TeIcJP3r2ryGXe+3pOehSmUXNdrUsF411xvtyw7nteF9uOLc9HMup/YwC1z6naretpluG0j+3kmROiHjfXHc9aziZDUIIofmn/qehoQFPPvkkDhw4MPDc/PnzsW3bNtxzzz3hrpaIiCKIJ2OJiCQ3pKK32+1oaWmBoigAAEVR0NraCrvdHpFwREQ0dEMqepvNBofDAY/HAwDweDxwOByqx+eJiCj6hjRGDwCNjY0oKirC5cuXkZKSArfbja985SuRykdEREM05KInIqL4xpOxRESSY9ETEUmORU9EJDkWPRGR5KQr+u7ubjz22GOYPXs28vLy8Oabb37usmfOnMHy5csxf/58zJ8/H3/7299imPQaLXkBoLe3FwsWLMDixYtjlPBGavMePnwYixcvhtPpxIIFC/CrX/0qZhnVTLSnKAo2btyIWbNmYfbs2aisrIxZvsHUZN21axcWLFiA/Px8LF68GH//+99jH/R/tExi+MEHH2DKlClwu92xC/gZavMePHgQ+fn5cDqdyM/Px8WLF2MbFOqy+v1+rF69Gvn5+Zg3bx5KSkpw9aqKu+gJybz44oviqaeeEkII0dTUJL71rW+Jzs7Om5br6uoSM2fOFKdOnRJCCNHf3y8CgUBMswqhPu91ZWVl4he/+IVYtGhRrCLeQG3e+vp6ceHCBSGEEJcvXxazZs0SJ06ciEnGFStWiKqqKiGEEFVVVWLFihU3LbN//37x0EMPCUVRhN/vFzNmzBDnz5+PSb7B1GQ9cuSIuHLlihBCiDNnzojs7GzR3d0d05zXqckrhBBXr14VDzzwgHj88cfF1q1bYxnxBmrynj59WsybN0+0trYKIa7trz09PTHNKYS6rM8+++zA+9nX1yeWLFkiDhw4EHLd0h3R/+Uvf8HSpUsBAJmZmZg8eTKOHDly03IejwfZ2dmYOnUqACAhIQGjR4+OaVZAfV4AOHnyJM6dO4eCguG7PaLavFOmTEF6ejoAIDk5GVlZWfjkk0+inu/6RHtOpxPAtYn2vF4vAoHADcsdPHgQ999/P4xGI6xWK2bNmoVDhw5FPV84WWfMmIERI65N5DVp0iQIIdDe3h7TrFryAsCrr76K7373u8jMzIxxyv+nNu+vf/1rPPTQQ0hNTQVwbX81m81xmdVgMKCrqwvBYBB9fX3o7+8f+Jx9EemKvrm5GePGjRt4bLfbceHChZuWe//995GQkICHH34YBQUF2LBhAz799NNYRgWgPu+VK1dQWlqKjRs3xjLeTdTmHayxsRH19fX45je/Ge148Pl8SE9Ph8lkAgCYTCakpaXB5/PdtFxGRsbAYzW/x3BlHayqqgpf/vKXMXbs2FjFHKA279mzZ3H06FE8+OCDMc84mNq8jY2NOH/+PJYvX45FixahoqICIsZfL1Kbdc2aNWhqasK3v/3tgT/Z2dkh16+7m4MvWrQIzc3Nt3ztH//4h+r1BINBHDt2DPv27cOYMWNQVlaGrVu3oqysLFJRAUQub3l5OQoLC5Genh7Vm7tEKu91ra2tWLNmDYqLi1UdedDne+edd7Bjx46Ynu/Qqr+/H8888wzKysoGSiveKYqC9957D6+//jr6+vqwatUqZGRk4N577x3uaDc5dOgQJk2ahN/85jfo6urCww8/jEOHDiEvL+8Lf053Rb9///4vfD0jIwOffPLJwHw7Pp8P06dPv2k5u92O6dOnIy0tDQCQn5+PDRs2xG3ed999F0eOHEFFRQV6e3vx6aefIj8/HzU1NXGZF7j239GVK1di1apVmDdvXkRzfp7BE+2ZTKbPnWjPbrejubkZ3/jGNwDcfIQfT1kB4NSpU1i/fj0qKiqGbYoRNXnb2trw0UcfYfXq1QCAy5cvQwiBzs5ObN68Oe7yAtf26by8PCQmJiIxMRG5ubk4ffp0TItebdY9e/agtLQURqMRycnJmDlzJo4fPx6y6KUbusnLy8Mf/vAHAMC5c+fwr3/9CzNmzLhpuXnz5uH06dPo7OwEABw5cgSTJk2KaVZAfd6amhrU1dWhrq4Ozz//PCZOnBjxkldDbd5Lly5h5cqVWL58Oe6///6Y5VM70V5eXh4qKysRDAYRCARw+PBhzJ07N2Y5tWQ9ffo0fvazn2Hnzp3Dep8HNXkzMjJw/PjxgX31hz/8Ib73ve/FvOTV5gWujYcfPXoUQgj09/fj2LFj+OpXvxqXWcePHz9wTqyvrw9vv/027r777tAbiNw54/jQ1dUlHn30UTFr1iwxZ84c8cYbbwy89sILL4jf/e53A4/3798vFixYIJxOp3jkkUdEW1tbXOe97tixY8N21Y3avFu3bhVf//rXxcKFCwf+/OlPf4pJxvfff18sWbJEzJkzRyxZskQ0NjYKIYRYtWqVOH36tBDi2lUhLpdL5ObmitzcXLFv376YZAsn6+LFi8X06dNveC/Pnj0bt3kH27lz57BedaMmr6IoorS0VOTl5Yn58+eL0tJSoShKXGb98MMPxYMPPiicTqeYN2+eKCkpEf39/SHXzUnNiIgkJ93QDRER3YhFT0QkORY9EZHkWPRERJJj0RMRSY5FT0QkORY9EZHkWPRERJL7P8nQrgirByhVAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "id": "6EYkLDHqNbWp",
        "outputId": "6f5bc985-ed24-497d-e97d-c5d57a3ce4d0"
      },
      "source": [
        "dados.loc[:,'g0':'g711'].describe().T['min'].hist(bins=30)\n",
        "plt.show()"
      ],
      "execution_count": 73,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "id": "13dcCU5WNlmB",
        "outputId": "bb21c3bb-a3d4-4eb3-dc41-0ec74ed736bc"
      },
      "source": [
        "dados.loc[:,'g0':'g711'].describe().T['max'].hist(bins=30)\n",
        "plt.show()"
      ],
      "execution_count": 74,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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RGzdu7HP/jBkz9Oabb/a7zmBjAICRxydoAcAAlD0AGICyBwADUPYAYADKHgAMQNkDgAEoewAwAGUPAAag7AHAAJQ9ABiAsgcAA1D2AGAAyh4ADEDZA4ABKHsAMABlDwAGoOwBwACUPQAYgLIHAANQ9gBggLBfOB5OXl6enE6nUlJSJEnFxcWaP3++zp8/r9LSUt25c0c5OTnatm2bsrKyhh0YABC9YZe9JO3cuVMzZ84M3Q4Gg1q3bp0qKyvl9Xq1e/du1dTUqLKy0o7NAQCiFJPDOM3NzUpJSZHX65UkFRQU6OjRo7HYFAAgArbs2RcXF8uyLOXm5mrt2rXy+XyaMmVKaDwzM1PBYFAdHR1yuVx2bBIAEIVhl/2+ffvkdrvV29uriooKlZeX6zvf+Y4d2ZSVNc6WefqTnZ0Ws7ntlCg5pcTJSk77JUpWk3MOu+zdbrckyel0qrCwUKtWrdKPf/xjtba2hpZpb2+Xw+GIeq/e7+9SMGgNN2If2dlpamvrtH1euyVKTilxspLTfomSNd45oynwoeZ0OJIG3Eke1jH7W7duqbPzXijLsnTkyBF5PB7Nnj1bPT09Onv2rCTpwIEDWrJkyXA2BQAYhmHt2fv9fhUVFSkQCCgYDGrGjBkqKyuTw+FQdXW1ysrKHjj1EgAQH8Mq+2nTpqmurq7fsblz56q+vn440wMAbMInaAHAAJQ9ABiAsgcAA1D2AGAAyh4ADEDZA4ABKHsAMABlDwAGoOwBwACUPQAYwJbr2QPxkJY+Vl9ICf8r3HPnrjo/uT0CiYDRi7JHwvpCyhg99d8Hwy5X/7/PaPRfgBeILcoeMBivjsxB2WPUibSAMHy8OjIHf1EYEdEWeKQFBCAylD1GRKR7kJL9Jd77aeCBr4Qb6OvhOFSBhxllj35Fuid+pzegFGeypNH7Zc7O/0qOy6GKh+l4+OefMD/v/pjdjyWaV4SRbvth+rlEg7KPg2h+gdMzUkNlOhi7fzGjOZZr2iGXaH5+kfzfvPU/+f0WaX/3ffbJdTB2/z5E+oQ50GP5vEjzRfOKMJJt3x838X0Kyj4Ooj2kYecvJm9+Dizc3utn2fkEF2mR3p9zNBdVvF5FRbttOyXK39ToTwhbRbPHbpp4lYWJonlijZd4PfnHCmVvo0R5hsfDb7SXaSI8sSZCxmjEtJkuXbqk9evXq6OjQy6XS1VVVZo+fXosNxmVobwJGc7D9MuBxPWwFRWGL6ZlX1ZWpsLCQj3zzDM6ePCgSktL9cc//jGWm4zKw/Qm5GjfkwMQXzEre7/fr5aWFv3hD3+QJOXn52vLli1qb29XZmZmRHM4HEmxiheae+L4sREtH6/lIl3W+V/Jen7rsbDLvb7xuw/NYzZxuXhue7QvF89t273cULtvsPWSLMuyhjRrGM3NzXr55Zd1+PDh0H3f//73tW3bNj3xxBOx2CQAYABczx4ADBCzsne73bp27ZoCgYAkKRAI6Pr163K73bHaJABgADEr+6ysLHk8HjU0NEiSGhoa5PF4Ij5eDwCwT8yO2UvSxYsXtX79en3yySdKT09XVVWVvvSlL8VqcwCAAcS07AEAowNv0AKAASh7ADAAZQ8ABqDsAcAARl2icfXq1bp69aocDodSU1O1adMmeTyeeMca0Kuvvqrf/va3qq+v18yZM+Mdp195eXlyOp1KSUmRJBUXF2v+/PlxTtXXnTt39Otf/1p//etflZKSojlz5mjLli3xjtXH1atX9fOf/zx0u7OzU11dXfrb3/4Wx1T9e/fdd7Vjxw5ZliXLsvTCCy/ou9/9brxj9XHixAnt2LFDd+/eVUZGhiorKzVt2rR4x1JVVZUaGxv10UcfPfA3HrMLSFoG+eSTT0L/Pn78uLV06dI4phlcc3Oz9fzzz1vf/va3rQsXLsQ7zoBGe777tmzZYlVUVFjBYNCyLMtqa2uLc6LIbN261frVr34V7xh9BINBy+v1hn727733njVnzhwrEAjEOdmDOjo6rK9//evWBx98YFmWZdXV1VkrVqyIc6p7zpw5Y7W2tvb5G1q+fLlVV1dnWda9vMuXL7dle0YdxklL+/+rQnZ1dSkpKXYXWhuO3t5elZeXa/PmzfGO8lDo7u5WXV2d1qxZE/qZT5gwIc6pwuvt7VV9fb1++MMfxjtKvxwOhzo7733fVGdnpyZOnCiHY3RVyuXLlzVhwgQ99thjkqQFCxbo5MmTam9vj3Myyev19rmiwP0LSObn50u6dwHJlpYWW/IadRhHkkpKSnTq1ClZlqW9e/fGO06/duzYoaefflpTp06Nd5SIFBcXy7Is5ebmau3atUpPT493pAdcuXJFLpdLr776qk6fPq1HHnlEa9askdfrjXe0QTU1NWnSpEmj8sKBSUlJeuWVV7R69Wqlpqaqu7tbv//97+Mdq4/HHntMN27c0D/+8Q995StfUX19vSTJ5/ONyk/z+3w+TZo0ScnJ974/Izk5WRMnTrQl7+h6Gh4BFRUVOnHihF566SVVV1fHO04ff//739Xc3KzCwsJ4R4nIvn37dOjQIb311luyLEvl5eXxjtRHIBDQlStX9OUvf1lvv/22iouLVVRUpK6urnhHG9Rbb701avfq7969qz179mj37t1699139bvf/U4vvviiuru74x3tAWlpafrNb36jyspK/eAHP5Df71d6enqoTE1iXNnft3TpUp0+fVo3b96Md5QHnDlzRhcvXtTChQuVl5enjz/+WM8//7xOnjwZ72j9uv8y1Ol0qrCwUOfOnYtzor7cbrfGjBkTemn81a9+VePHj9elS5finGxg165d05kzZ/TUU0/FO0q/3nvvPV2/fl25ubmSpNzcXI0dO1YXL16Mc7K+vvGNb2j//v16++23tWzZMvX09OiLX/xivGP1K5YXkDSm7Lu7u+Xz+UK3m5qalJGRIZfLFcdUff30pz/VyZMn1dTUpKamJk2ePFmvv/66vvWtb8U7Wh+3bt0KHbO1LEtHjhwZlWc3ZWZmat68eTp16pSke2c7+P1+Pfroo3FONrB33nlHCxYs0Pjx4+MdpV+TJ0/Wxx9/rA8++EDSvetg+f3+UVmibW1tkqRgMKjt27eroKBAqampcU7Vv1heQNKYa+PcuHFDq1ev1u3bt+VwOJSRkaGXX355VB4P/ay8vDzV1taOylMvr1y5oqKiIgUCAQWDQc2YMUMbN27UxIkT4x2tjytXrmjDhg3q6OjQmDFj9OKLL2rBggXxjjWgxYsXq6SkRE8++WS8owzo0KFDeu2110Jvev/iF7/QokWL4pyqr5KSEp07d06ffvqpvvnNb2rDhg2hU4XjaevWrTp27Jhu3Lih8ePHy+Vy6fDhwzG7gKQxZQ8AJjPmMA4AmIyyBwADUPYAYADKHgAMQNkDgAEoewAwAGUPAAag7AHAAP8HA2bgZG+K/1EAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 287
        },
        "id": "IbyKjfltNn3I",
        "outputId": "c5dc08cd-5bf7-456f-e33d-e58d770301e4"
      },
      "source": [
        "#Desafio 03: Plotar os histogramas com seaborn\n",
        "import seaborn as sns \n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "sns.set()\n",
        "sns.histplot(data = dados, x = 'g0', kde=True)\n",
        "plt.show()"
      ],
      "execution_count": 75,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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25ux5iMaqYcPkpptugiAI0HUdN91004C20tJS3HPPPTkrjiglGIrhkvLBlyRmg4vXNSHKyLBhcvDgQQDAbbfdhldeeSXnBRGdKxpXEI4qOVvJBQBFbhsAXr6XaLRGPGfCICGjpK+wmMM5E0kU4LRZ0tdMIaKLM+JXZ0NDA55++mkcOHAA4XB4QNs777yT7bqI0tJ7TBy565kkP78F7QwTolEZcZjcd999mDx5Mh544AE4HI5c1kQ0QKq3kMvVXMnPL3POhGiURvzqPHLkCF577TWIouEnsNA4c3aYK/c9k4bWHmi6DrHvcghENDIjToZrr70WdXV1uayFaFDBUBRelxWSmNs/8C67DFXT0dUTz+nzEI1FI+6ZTJw4EXfeeSduuukmlJaWDmhLXRmRKBeC3TH4PbacP09qtVigK4riPDwf0Vgy4jCJRCK48cYboSgKmpubc1kT0QAdoRgq/LnfSJi+SFZ3BJejKOfPRzSWjDhMHn/88VzWQXRBwVAU1VOKc/48/XsmRHRxLmpp8IVMnjw5K8UQnSsSUxCJqfB7cz/sJFtEuOwWBPqWIhPRyI04TPofq5Ii9K14OXDgQPYrI8LZZcF+rz0nR8+fq6TIzp4J0SiMOExSx6qktLW1YcOGDaipqcl6UUQpqWXBfq8Nje3hYR6dudIiO5qDkZw/D9FYM+pNI2VlZXjooYfw1FNPZbMeogGCfWGSr9VVJd5kz6R/D5yIhpfRDsRjx44hEuG7OMqdYHcUAgCfO09hUmRHLKGiN6rk5fmIxooRD3MtX748PUcCJJcKHz16FHfffXdOCiMCkj2TIrc1Z1dYPFdJkR1AckWXO8dngRGNJSMOk1tvvXXAbYfDgSuuuAJTp07Ndk1EaR3dURR77Hl7vrK+MGnvimLKBE/enpeo0I04TG655ZZc1kE0qGAohomlLuTjqCzZImLf8Y7k8/L0YKKLMuKxg0QigWeffRbz58/HVVddhfnz5+PZZ59FPM5zjCg3dF1HsDuGnkgC73zemJdAEaBDEgW0d3EukOhijLhn8sQTT2Dv3r145JFHUFVVhcbGRjz//PPo6enBgw8+mMsaaZyKxBTEEiqssoS4osImSzl/TkEQ4HbIaONeE6KLMuIweeutt/DGG2+guDh5rMW0adNw5ZVXYsmSJQwTyon2vj/oTltur2NyLqfdgrZO9kyILsaIh7kutO6e6/EpV1JXWMzl5XoH47LLaO/kXhOiizHiMFm4cCF+8IMf4L333kN9fT3effdd3H333Vi4cGEu66NxLNA3CZ73MHFYEEuoCIUTeX1eokI24lfp/fffj1/84hd49NFH0draioqKCvzVX/0VfvCDH+SyPhrHAt1RWCQxL3Ml/aVOD27risDrsub1uYkK1bA9k08//RRPPPEErFYrVq5cia1bt2LPnj3YsmUL4vE4r75IORPoiqLEaxuwWTYfUteab+/kJDzRSA0bJi+++CKuvfbaQduuu+46vPDCC1kvighI7vVI7UjPJ1ffzndOwhON3LBhcuDAAcydO3fQthtuuAH79+/PelFEQHKYS9X0vOwv6c8iifA6Ze41IboIw4ZJT08PEonBJyIVRUFvb2/WiyJKKBo6e+JwWPM7+Q4AVlmEzSqllyYT0fCGDZNp06Zhx44dg7bt2LED06ZNy3pRRB2h5B/y1HXZ881llznMRXQRhg2Tv//7v8eaNWuwZcsWaJoGANA0DVu2bMHatWvxne98J+dF0viTuo6JUSf3uh0yAl0xqH2/80Q0tGHf9i1atAjt7e144IEHkEgk4PP50NnZCVmW8aMf/Qi1tbX5qJPGmdSlcw0LE6cMTdcR6IqivNhpSA1EhWREYwjf+c53cOutt+Lzzz9HZ2cnfD4frr76arjd7lzXR+NUasOiy25BJA/Xfj+Xpy/EWjsiDBOiERjxDni32425c+di0aJFmDt3bk6CZMOGDZgxYwYOHz4MANi9ezcWL16MBQsW4Lvf/S4CgUD6sUO1UeELdEXhsFkg5emiWOfyOJObFVs6OG9CNBLGvFIH8cUXX2D37t2YOHEigOS8zP3334/Vq1dj8+bNqKmpwZNPPjlsG40Nge5oevOgERw2CVZZRCvDhGhETBEm8Xgcjz76KNauXZu+b//+/bDZbKipqQEALFu2DG+99dawbTQ2GH3ZXEEQUFHsRGtH2LAaiAqJcW/9+nnmmWewePFiTJo0KX1fU1MTqqqq0rf9fj80TUNnZ+eQbT6fb8TPW1Jy/lBdWZm5L9Vq5vqyVZuu6wiGYriy1AW7wwoVAmSLCGvfGV1D3R6sDQDsDuuwH9v/tiAImFThQUNLKOffczP/TAFz18faRicXtRkeJp9//jn279+P++67L+/PHQj0QNPOHjNeVuZBW1so73WMlJnry2ZtXb1xJBQNdllCNBJHJJKAYhGhKck/+EPdHqxN9tgRjcSH/dj+t0VBgM8lY2egFy0t3RDF3GzDN/PPFDB3faxtdDKpTRSFQd+EAyYY5tq5cyfq6+sxf/58zJs3D83Nzbjjjjtw8uRJNDY2ph8XDAYhiiJ8Ph8qKysv2EaFL9hvJZeRKoodUFQdwRB3whMNx/Awueuuu7Bjxw5s27YN27Ztw4QJE/DSSy/hzjvvRDQaxa5duwAAv/3tb9PXTpk5c+YF26jwpfaYuAycMwGQXhLMSXii4Rk+zHUhoihi/fr1WLNmDWKxGCZOnIgnnnhi2DYqfKk9JkZOwANAebEDQDJMrpxqaClEpme6MNm2bVv639dccw02btw46OOGaqPCFuiOwm6VYLUY23Eu9tggW0S0cEUX0bAMH+Yi6k8QgIMnO2C3Sjmb9B4pURBQXuxAc5BhQjQchgmZTk8kAYfN+E6zIACVJU4cbwzl/ZoqRIWGYUKmE44qhk++yxYRW3edRjyhIRSJQ1F5ejDRUBgmZCqxuIq4ohm+LBgA4gkVLrsFus4VXUTDYZiQqbSbZI9JiteV3DnPeROioTFMyFTa+noARi8LTvG6knU0BRgmRENhmJCppC6V63aaI0xkiwS7VUJzoNfoUohMjWFCptLWGYEkCrD1HbxoBkUuK5o4zEU0JIYJmUpb39HzgonW4npdVjQHwtB1ffgHE41TDBMylbbOiGkm31O8Lit6owpC4YTRpRCZFsOETEPX9WSYmGTyPaWob0VXYzvnTYguhGFCptEdTiCe0OCymytMfO5kmJxhmBBdEMOETCO1ksvlMN8wl9UismdCNASGCZlGOkxM1jMRBAFFbivDhGgIDBMyjbNhYq6eCQAUuWw43dbDFV1EF8AwIdNo64zA57ZCksz3a+lzJ1d0dffGjS6FyJTM96qlcau1I4KKvkvlmk2R2waAk/BEF8IwIdNoCYZR4XcYXcaguKKLaGgMEzKFSExBdziBaFw15YWo7FYJLrsFZ9oYJkSDYZiQKaSus262lVwpgiBgcoUbp9t6jC6FyJQYJmQKLcHkSq7U9UPM6JJyD0639kDTuKKL6FwMEzKFVM/EY5Kj5wczudyNuKKlayWisxgmZAotwTD8XhssJlwWnHJJhRsAcKqFQ11E5zLvK5fGlRYTLwtOqSp1QRIFNLQyTIjOxTAhU2gJhjHBb+4wkS0iqkpdONUaMroUItNhmJDheiIJ9EYV0+4xAZJBsnXXaVgkEQ0c5iI6D8OEDNfcd0lcsw9zxRMqij1WdPXG0R3msSpE/TFMyHBNfbvKq0rNHSYA4PfaAQAnmroNroTIXBgmZLjGQC9ki4gyn3mHuVKKPTYIAI4zTIgGYJiQ4ZoCycn3j+paTXmUSn+yRUSR24pjjZyEJ+qPYUKGa2zvRVWpC/GEanQpI1JSZMfxpm5e24SoH4YJGSoWV9HeFS2I+ZKUEq8dPZEE2ruiRpdCZBoMEzJUaiVXVanL4EpGrqQoOQnPeROisxgmZKjGQHIl15m2XtPPl6QUu5PHvjBMiM4yPEw6Ojrwve99DwsWLMCiRYuwYsUKBINBAMDu3buxePFiLFiwAN/97ncRCATSHzdUGxWOpkAyROxWyehSRkwUBUyt9ODomS6jSyEyDcPDRBAE3Hnnndi8eTM2btyIyZMn48knn4Smabj//vuxevVqbN68GTU1NXjyyScBYMg2Kixn2nrhdsgQxQLpliC5osths+BEUwixAlk0QJRrhoeJz+fDddddl749e/ZsNDY2Yv/+/bDZbKipqQEALFu2DG+99RYADNlGheV0Ww+KTHwNkwsp8dqgajqONXKoiwgALEYX0J+maXjttdcwb948NDU1oaqqKt3m9/uhaRo6OzuHbPP5fCN+vpIS93n3lZV5MvsicszM9V1sbb2RBNo6o7j6S2VwOKywysmhLhUCZIs4qtuDtQGA3WHNyudK3Z5cWQRhdyPOBCP4i5pLRv09A8z9MwXMXR9rG51c1GaqMHnsscfgdDpx2223YevWrTl/vkBg4FXzyso8aGsz72Y0M9c3mtoON3QCAJw2CZFIHJqS/KMdiSSgWMRR3R6sTfbYEY3Es/K5Urd1RcOkMjd2H2rBN64++8YmH9+3fDJzfaxtdDKpTRSFQd+EAyYY5kpZt24dTp48iaeffhqiKKKyshKNjY3p9mAwCFEU4fP5hmyjwtHQd5R7scdmcCWj86XJPhw90wVF1YwuhchwpgiTp556Cvv378dzzz0HqzU5HDFz5kxEo1Hs2rULAPDb3/4WCxcuHLaNCsep1h7YZKmgVnL1N2OyD/GEhhPN5nwHSpRPhg9zHTlyBC+++CKmTp2KZcuWAQAmTZqE5557DuvXr8eaNWsQi8UwceJEPPHEEwAAURQv2EaFo6GlB36vDUKhbDA5x5VTiyEA+OJ4EJdPLDK6HCJDGR4m06dPx6FDhwZtu+aaa7Bx48aLbiPzUzUNp9t6MeOSwhyalC0iPqxrgd9rx/5jASz52qVGl0RkKFMMc9H40xwIQ1E1+At0vgRIXiyrvNiBY03d6I0mjC6HyFAMEzJEap4hdbGpQjXB74SuA3UnOowuhchQDBMyxLHGbtitEorchbdhsb9ijw1OuwX76nmcD41vDBMyxLHGblxa6YVYoJPvKaIo4KpL/dh9tB2qxiXCNH4xTCjv4gkVp9t6MK3Ka3QpWVFzRTl6IgkcPtVpdClEhmGYUN6dbAlB1fQxEyZfubwEVlnEzkNtRpdCZBiGCeVd6nDEyyYWfphYZRGfHW5HVakLnx1qHXA8D9F4wjChvDvW1A2n3YLdRwIFc0GsocQTKiaXudEdTuDgKa7qovGJYUJ5pes6jjR0wu+xI66MnWuBTCxzwWGzYMfeJqNLITIEw4TyqqUjgs6eOMqLC3t/ybkskoivfrkCuw61cQMjjUsME8qrgyeTw0BlPofBlWTf16+ugqJq+OiLFqNLIco7hgnl1cFTHXDaLfA4ZaNLySrZIuJwQxf8Hhve+fwMdJ0T8TS+MEwob3Rdx8FTnZjgdxbsScFDiSdUXDaxCGfae7HvGHfE0/jCMKG8aQyE0d0bxwS/0+hScmZyuRt+rw1//OiU0aUQ5RXDhPJmf9+79cqSsRsmdpuEyycW4VBDJ46e6TK6HKK8YZhQ3uw+0o5JZS54nIV9uONwLq30wuuU8Z/v1HPuhMYNhgnlRU8kgSOnuzB7eqnRpeScbBGx+GuX4lBDJ/byNGEaJxgmlBf76gPQdB1XTy8zupScky0iVE2HxyHjf20/ioTC04Rp7GOYUF58fqQNRW4rLq3yGF1KXiiqhq9cXoKmQBhvfnjC6HKIco5hQjkXjirYWx/ANdPL8NEXrWPiPK6RqCxx4fovV+DND0+iobXH6HKIcophQjm382AL4oqGP79qAuKJsXMe13CssohLK71wO2T84vX9iMYVo0siyhmGCeXc+/uaUVXiHBNHzl8su1XCX8yuQktHGD97+VOu7qIxi2FCOdUU6MXRM12o8Dvxp91N42aIq7/SIjtmXVaC0229+LfNBxkoNCZZjC6Axratu07DIgmYWOpCXFFhkyWjSzLE9Mk+JFQN7+5ugqYB314wAxaJ7+Vo7GCYUM50hGLYsbcRf35VJew2/qp95bISiIKAHXub0NoRwfdqr0RZ2fhY3UZjH98aUc5s2XkKqqaj9oYpRpY+5HAAAA+aSURBVJdiCoIgYNblpbhr0ZU42RzC6l99jJ//2ydQVLXfYwwskCgDDBPKiZaOMLZ9dgbTKr04eqabfyT7ueGqCVjwZ5Phc9vw/t4mrHrxI7y3pxGaruHdPeNzXokKH8ceKOt0XcfLmw9BEgXMmVE2rpYDj5RVlnDjNRPR0ZvAoRNB/PqPB/GHD05gSoUH115RBrt15C/NVPhwXp+MxDChrHt3TyPqTnTgtpu/xEnmQfTveUyt9GJyqROHTnXi4MkOfHa4Df91QxBf/fIEXP/lClw2sQjiEF0VQQDe3nUaAPCNmkkMFDIMw4Sy6nBDJ17ZchhfnlqMG6+eiPf2NhldkqnIFhEf7G8ZECgJRUN5sQMTy1zo6I6hsyeGd/c0YvvnZ1DitWH25WWYPrkIk8rd8HtssMkSBEFIf47YOT0/I3oqgsCe0XjHMKGsOd7Ujf/+n3tR6nPgB9+aCUni4P9ghhr2KymyY9k3LkdFsRONgV5E4yre29eI//fZ6fRjREGA05586fo8VoSjCmyyhFA4eeGxxvZeFHvs+Ob1l0DXcx8uggC8u6cJfzGrkoEyjjFMKGOCADz7Pz/H9k8bUOyx4b8tnYUPv2iBbBE5mXyRUj0XWRZx+aQieJxWfPlSP3rCCXT1xhCOqZjgdyAcVXCiOQRN0yFLIsJRBds+OzPghOJ39zRiygQPEgkVHpcV866ZCL/XDqfNAlEUBvzhH65n0b9dEABN0xFPaIgrKhKqho7uaDLUrBLEvl4Tg2V8YZjQqAkC0BtJ4Hfv1ONPuxtR7Lbhx9+egy9OdCKuqNChj9tNipno33OJJ1QoqgaPS0apz568T9FQWuTAlAnJPSo9kQRkiwi3Q0ZPJIFTzSF0hePo6onjyOlOBLtjAIA/7W4EkOzZyBYRXpcMh80Cp82CcEzB5HI37FZLX9gAsbgG0SKioyuChtYe2KwSeiMKOnpiSCQ0aOekxes7jkMA4HbKcNplVE/xoarEhcpSF6pKXPC5rRAGeXdxbvAwiAoTw4RGJRpX8D821uGLE0HEFQ1XXurHVdOKUXeyEwmFq7dyKZ5QoevnB3VC0WCTJVSWunCJxQNREHDTtZPwv7cfQ1xREVc0VBQ70BNJ4OjpLiiajkhUQUcohriiYffRdmgaEI0p0AFYLSLsNgtssghNAxRNh90mYarbA5ssYcYlPlgtIhpaexFPqJha6UE4quDw6S50dEfxwb5mxPv1lKyyCKtFgkUSYJFEiKIAURAQjavwOGVYZRFepxU9kQSmTy6Cx2FFkcsKr8sKn8eGIpcVTptlwHzRYPoP6zGYBsrlSEFBh8nx48exatUqdHZ2wufzYd26dZg6darRZY1JyV6IgsMNnfjsSBs+PdSKSExFhd+Br32lEi6nDUpC4TJgE0kNmdltEjwuGTZZSvdqynwOAGd7NTZZQkLR8I2aSdB0HX/6vBF2mwUqBChxBYIw8LFAsockS2L6AM+4osHvteOrX072oELhOKJxFTMv9eO9vU0IdMfSf9ljCRUCBEAAbFYJqqoh3BdskZiK+jNd0AYJAYskosidvOyz2yFjWqUXoiBA0TQoqoaEoqGxvReKqqO0yI6u3jgqS5ywyhKcNku6J+awS3DYLHBY+93X919qeHashVBqbuu/zM/NqQsFHSZr1qzB8uXLsWTJErzxxhtYvXo1/v3f/93osgpaPKEi0B1FoDuK9q4o2jujaAz04ujpLvREEgCSJ+HOmVEGmyxhQokTNlkCI8Sczg33C/VqgGT4bN11GnJfryGeUJNhcoEz1c79XOfeFgQBXpcVHT1xfGmyb0AYnRtM594OheMAAFXToag6WjvCSCgaVE1HOKqguzeOrt44dh5sha7rsEgiFE2HRUwGlCQKiMQV9EYSOHiyA4qmI6FoI7rqpUUSIUsCitw2OGzSgLCxWyVIfd8fSRCS/xeFdC8rdbvIa0c4HE+3San/pOTjzvbMAOBsT0sQAOgCRDH587BIImRLskcnW8T0faOVyzd7BRsmgUAAdXV1+PWvfw0AqK2txWOPPYZgMAi/3z+izyGK5/f5Bruvv8OnOnH4dCdSb1o0XQd0pE+CTd4c+JZGwMDPOVhX87yxZGHA/wAAdruMWEw59yFpOgBVTb5DUzUdqqr3vRi15P199ymaDlXToPS9OFVNT//73GWmkijA47SiemoxPA4ryv0OVJU6IUoiukNxWCQBVlmCCgFqQoK174+B3DecMZLbF/PY0Xwut9sGrW/oLV91jfSxbocMmyQY+v3pfzscVQbc7v9zzeR5k+/4R/81VZa4zqvTZpfxZzNK8NEXrbBIZxd7pL4Gp1OGktAGfE2SRUB7ZxTQkmNgmq6jJ5KApupQdQ3hiJrs5SjJ10s0rkBRNHSHE2jviiKuatB1Pfk61859pedHas5LkkRYLSIsfb8/ct+/LZIIVdOQUJIBGldUKKqOREJFLKHi0OkurLhl5uiee4i/jwUbJk1NTaioqIAkJX+5JElCeXk5mpqaRhwmxcWu8+4rKXEP+TFfLXHjq1dPuviCiSgnFv750K9Zyg9uTyYioowVbJhUVlaipaUFat+Jq6qqorW1FZWVlQZXRkQ0/hRsmJSUlKC6uhqbNm0CAGzatAnV1dUjHuIiIqLsEfQCvoZofX09Vq1ahe7ubni9Xqxbtw7Tpk0zuiwionGnoMOEiIjMoWCHuYiIyDwYJkRElDGGCRERZYxhQkREGWOYDOLll1/GwoULsWjRIixZssTocgb18ccfo7q6Gq+88orRpaQ98sgjWLhwIRYvXoxly5Zh3759htZz/PhxLF26FAsWLMDSpUtx4sQJQ+vpr6OjA9/73vewYMECLFq0CCtWrEAwGDS6rPNs2LABM2bMwOHDh40uJS0Wi2HNmjW4+eabsWjRIjz88MNGl5S2fft2fOtb38KSJUuwePFibNmyxbBa1q1bh3nz5p3388vZ60KnATZv3qwvX75cD4VCuq7reltbm8EVnS8UCul/8zd/o9911136yy+/bHQ5adu2bdPj8Xj63/Pnzze0nttvv11//fXXdV3X9ddff12//fbbDa2nv46ODv2jjz5K3/75z3+u/9M//ZOBFZ1v//79+h133KHfeOON+qFDh4wuJ+2xxx7Tf/rTn+qapum6bp7XqKZpek1NTfp7deDAAX327Nm6qqqG1LNz5069sbHxvJ9frl4X7Jmc41e/+hVWrFgBtzt53k9paanBFZ3v5z//Oe644w4UFxcbXcoAN954I2RZBgDMnj0bzc3N0LThT2nNhdRBoLW1tQCSB4HW1dWZ5t2/z+fDddddl749e/ZsNDY2GljRQPF4HI8++ijWrl1rdCkD9Pb24vXXX8fKlSvTh6Oa6TUqiiJCoRAAIBQKoby8HKJozJ/Zmpqa804EyeXromAPesyV+vp67NmzB8888wzi8TiWLVuGv/3bvzW6rLQ//elPCIVCWLhwId555x2jy7mgV199FX/5l39p2AspGweB5oumaXjttdcwb948o0tJe+aZZ7B48WJMmmSuQ00bGhrg8/mwYcMGfPzxx3C5XFi5ciVqamqMLg2CIODpp5/GD3/4QzidTvT29uKXv/yl0WUNkMvXxbgLk1tuueWC7wA/+OADqKqKpqYm/Md//Ac6Ojrwd3/3d7j00ktx7bXXGl7fW2+9hX/+539OH7ufb8N971K/oG+++SY2btyIV199NZ/lFazHHnsMTqcTt912m9GlAAA+//xz7N+/H/fdd5/RpZxHVVU0NDTgyiuvxAMPPIA9e/bg+9//PrZu3ZoeTTCKoih48cUX8fzzz2POnDn49NNPce+99+LNN9+Ey3X+CeVjzbgLk9///vdDtldVVaG2thaiKKKkpAQ33HAD9u7dm7cwGaq+Xbt2oa2tDbfeeiuA5CTu9u3b0dnZiRUrVhhaW8rWrVvxL//yL/jNb35j6PBD/4NAJUky7UGg69atw8mTJ/HCCy8Y1os7186dO1FfX4/58+cDAJqbm3HHHXfg8ccfx9e+9jVDa6usrITFYkkP08yaNQvFxcU4fvw4rrrqKkNrO3DgAFpbWzFnzhwAwJw5c+BwOFBfX4+vfOUrhtaWksvXhTl+e02ktrYW7733HgAgHA7j008/xRVXXGFwVUk1NTX48MMPsW3bNmzbtg0LFizAPffck5cgGYnt27fj8ccfx0svvWT48EghHAT61FNPYf/+/XjuuedgtVqNLiftrrvuwo4dO9K/ZxMmTMBLL71keJAAgN/vx3XXXYf3338fQHJlUiAQwJQpUwyuDJgwYQKam5tx7NgxAMkh80AggEsuucTgys7K5euCZ3OdIxqN4uGHH0ZdXR0AYMmSJbjrrrsMrmpwq1atwsyZM00zPHL99ddDluUBv5i/+c1vDFsoYOaDQI8cOYLa2lpMnToVdnvymumTJk3Cc889Z3Bl55s3bx5eeOEFfOlLXzK6FADJeZMHH3wQnZ2dsFgsuPfee/H1r3/d6LIAAH/4wx/wr//6r+nFAT/60Y/wjW98w5BafvKTn2DLli1ob29HcXExfD4f3nzzzZy9LhgmRESUMQ5zERFRxhgmRESUMYYJERFljGFCREQZY5gQEVHGGCZERJQxhgmRCX344YdYuHAhZs2ahdtvvx1nzpwxuiSiITFMiEwmGAxixYoVWLlyJT755BPMnDkT//AP/2B0WURDGndncxGZxRdffIGHHnoIJ0+exNy5cyGKIqZMmYKqqipMnz4d3/zmNwEA99xzD66//nrU19fjsssuM7hqosGxZ0JkgHg8jhUrVuCWW27BJ598gtraWrz99tsAkketzJgxI/1Yp9OJSy65BEePHjWqXKJhMUyIDLBnzx4oioJvf/vbkGUZN998c/rU23A4DI/HM+Dxbrcbvb29RpRKNCIMEyIDtLa2oqKiIn0gIID0MeBOpxM9PT0DHt/b2zsurolBhYthQmSAsrIytLS0oP85q01NTQCA6dOn4+DBg+n7w+EwTp06hcsvvzzvdRKNFMOEyACzZ8+GJEl45ZVXoCgK3n77bezbtw8AcNNNN+HIkSPYvHkzYrEYnnvuOcyYMYOT72RqPIKeyCD79u3Dj3/8Y5w6dQpz586Fpmmorq7G3XffjQ8++ACPPvooGhsbMWvWLDz++OOGX3CMaCgMEyKTuPXWW7Fs2TL89V//tdGlEF00DnMRGeSTTz5BW1sbFEXB73//exw6dAhz5841uiyiUeGmRSKDHD9+HPfeey8ikQgmTZqEZ599FuXl5UaXRTQqHOYiIqKMcZiLiIgyxjAhIqKMMUyIiChjDBMiIsoYw4SIiDLGMCEiooz9fwR9yGTfN94mAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "XQjzxaWvas0x",
        "outputId": "d594b86c-b546-47d3-a4eb-4fd08ff3f8ba"
      },
      "source": [
        "import seaborn as sns \n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "sns.set()\n",
        "sns.histplot(data = dados, x = 'g20', kde=True)\n",
        "plt.show()"
      ],
      "execution_count": 76,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "id": "MW4Oj5liQDKN",
        "outputId": "c7497e11-82f2-4768-ccb4-8fb241c4305d"
      },
      "source": [
        "dados.loc[:,'c0':'c99'].describe().T['mean'].hist(bins=50)\n",
        "plt.show()"
      ],
      "execution_count": 77,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "o-VcoPpKQJOH",
        "outputId": "ef64ce6c-0565-45fe-d59c-f25a39410af8"
      },
      "source": [
        "sns.boxplot(x = 'g0', data = dados)\n",
        "plt.show()"
      ],
      "execution_count": 78,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 394
        },
        "id": "GM1On2M2RvWp",
        "outputId": "381ef1be-ed4a-4f0a-aeab-2457a0d8baeb"
      },
      "source": [
        "plt.figure(figsize = (8, 6))\n",
        "sns.boxplot(x = 'g0', y = 'tratamento', data = dados)\n",
        "plt.show()"
      ],
      "execution_count": 79,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 394
        },
        "id": "MFTPtEm7Tec-",
        "outputId": "13a1ae98-2101-4817-c731-542e92ae9951"
      },
      "source": [
        "plt.figure(figsize = (8, 6))\n",
        "sns.boxplot(y = 'g0', x = 'tratamento', data = dados)\n",
        "plt.show()"
      ],
      "execution_count": 80,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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ZMeJph5MA4eXpp4dr794f9dhjoyj3EBOwo+UlKTIyUp07d651qDO54oortGXLljrZNgDgdLGxjdSuXRLFbiF2agMAYBnKHQAAy1DuAABYhnIHAMAylDsAAJah3AEAsAzlDgCAZSh3AAAsQ7kDAGAZyh0AAMtQ7gAAWIZyBwDAMpQ7AACWodwBALAM5Q4AgGUodwAALEO5AwBgGcodAADLUO4AAFiGcgcAwDKUOwAAlolwOkAwmzfvL9qzZ5fTMay3e3f5zzgzc7zDSex20UVtNWTI75yOAaAeUO5V2LNnl7Zs2y5PtNfpKFbz+zySpO17DjucxF6+EwVORwBQjyj3c/BEexXT9ganYwC1cmzXp05HqBFWzeoHq2b1w4lVM8odQNDZs2eXfti+WS1j+RVVl2LklySdOLDd4ST2OlBU5sjr8s4BEJRaxkboPzs0dToGUCuzNhxx5HU5Wh4AAMtQ7gAAWIZyBwDAMkFV7jt37tSdd96pvn376s4779QPP/zgdCQAAEJOUJX7M888oyFDhujjjz/WkCFDNHr0aKcjAQAQcoLmaPm8vDxt3LhRs2bNkiT1799f48eP15EjR9S0qTNHzB49WiDfiYKQ+4ww8HO+EwU6ejRo3u4A6ljQvNv379+vFi1ayOMpP1uZx+NR8+bNtX///mqXe3x8bEAzeTxBtbAB1IrH41ZCQiOnY1RLZKRHJ5wOAQRIZKSn3t97QVPugZCXVyS/3wRse7GxjeWJLuUMdQh5x3Z9qtjYxsrNLXQ6SrWcPOlzOgIQMCdP+gL+3nO7XVVOaIOm3Fu1aqWDBw/K5/PJ4/HI5/Pp0KFDatWqldPRANSzo0cLlF9U5tgJQIBAOVBUprij9X9th6BZd46Pj1dSUpIWLVokSVq0aJGSkpIc298OAECoCpqZuySNGTNGI0eO1LRp09S4cWNlZmY6HQmAA5o08arB8cOcfhYhb9aGI4puUv9XFg2qcr/ssss0f/58p2MAABDSgmZZHgAABAblDgCAZYJqWT4YcRKbuucvK/9Eszsi2uEk9vKdKJDUzOkYAOoJ5V6Fiy5q63SEsLB79y5J0sUXUT51pxn/n4EwQrlXYciQ3zkdISxkZo6XJI0Y8bTDSQDADpQ7gKB0gJPY1LmiUr8kKTaKw6/qyoGiMl3iwOtS7gCCDrsQ6sehf+0Sa9aSn3dduUTO/H+m3AEEHXaJ1Q92idmLtRgAACxDuQMAYBnKHQAAy1DuAABYhnIHAMAylDsAAJah3AEAsAzlDgCAZSh3AAAsQ7kDAGAZyh0AAMtQ7gAAWIZyBwDAMpQ7AACWodwBALAM5Q4AgGUodwAALEO5AwBgGcodAADLUO4AAFiGcofjdu3aqS1bNmnq1EynowCAFSKcDiBJY8eOVU5OjqKiohQTE6Mnn3xS11xzjdOxUE9OnDghSfr22/UOJwEAOwTFzL1Hjx7KysrShx9+qPvuu0/Dhg1zOhLqyZ/+9HylMbN3AKi9oJi59+7du+Lr5ORkHThwQH6/X253UPztEVLWrPlMq1evdDpGtW3ZsqnS+Ntv1yszc7xDaaovNbWnunfv4XQMADijoCj3n5o7d6569ep1XsUeHx9bB4lCS+PGDRUZ6XE6Rq2EQv7GjRsqIaGR0zGAWjn1XuP/sn3qpdwzMjK0b9++M96XnZ0tj6f8P9jixYuVlZWluXPnntfr5OUVye83553TBtdc00XXXNPF6RjVNnTokNNu++MfRzmQpOZycwudjgDUysmTPkn8Xw5FbrerygltvZT7woULz/mYpUuXaurUqZo9e7aaNWtWD6kAIHBCbZeYJO3evUuSQmJX2CnsEqueoNipvXz5cj3//PN688031aZNG6fjAEBYiI2NVVnZSZWVlTkdBQHmMsY4vo593XXXKTIyUk2bNq24bfbs2YqLi6vRdliWDz1nWpafOXOeA0mA8DNnzkytWPGpevW6QXffPdTpOKiBoFiWP5e1a9c6HQEAwkpBQb5WrVopY4xWr16pAQNuVZMmXqdjIUCCYlkeAFC/srIWyucrX44vKyvThx++73AiBBLlDgBhKDt7tU7tlTXGKDt7tcOJEEiUOwCEofj4+CrHCG2UOwCEoby8vCrHCG2UOwCEoW7dUiW5/jVy/WsMW1DuABCG0tMzFBFRfnbQiIgIDRhwq8OJEEiUOwCEIa83Ttdf30sul0vXX9+Tj8FZJig+5w4AqH/p6Rnau/dHZu0WotzhqAYNolVScqLSGED98HrjNHLkaKdjoA6wLA9H/bTYzzQGANQc5Q4AgGUodwAALEO5w1Eej6fKMQCg5ih3OMrn81U5BgDUHOUOR0VHR1c5BgDUHOUOR504caLKMYC6U1CQr4kTx+no0QKnoyDAKHcACFMLFryjrVs3a/78t52OggCj3AEgDBUU5Csnp/wa7jk5a5i9W4Zyh6MSEppXOQZQNxYseEfGGEmSMX5m75ah3OGohx76Q6Xxww8PcygJEF4+/zy7yjFCG+UORzVu3KTKMQCg5ih3OCora6FcLpckyeVy6cMP33c4ERAeunbtVml83XXdHUqCukC5w1E5OWt+st/PKCdnjcOJgPAwaNBgud3lFeB2uzVo0GCHEyGQKHc46tprO1c5BlA3vN64itl6SkqqmjTxOpwIgcT13BFUTi3RA6h7gwYN1uHDuczaLcTMHY766qt1lcZffvl3h5IA4cfrjdPIkaOZtVuIcoejUlK6V1wJzuPxKCWFg3oAoLYodzgqPT3jJwf1eDRgwK0OJwKA0Ee5w1Feb5y6dLlOktSlS1eWBwEgACh3BA0OpgOAwAiqcv/888+VlJSkt956y+koqCcFBfn64oscSeWnv+TiFQBQe0FT7kVFRZo8ebJ69OjhdBTUo6yshSorK5MklZWVcYY6AAiAoCn3iRMn6p577lFcXJzTUVCPsrNXVTkGANRcUJzEZuXKlSosLNSvf/1rrVix4ry3Ex8fG7hQqBcREREqKSmpGEdGRiohoZGDiQAg9NVLuWdkZGjfvn1nvG/JkiV64YUXNGvWrFq/Tl5ekfx+U+vtoP4UFxdXGhcVFSk3t9ChNAAQGtxuV5UT2nop94ULF571vnXr1ik3N1e33367JCk/P1/Lly9XQUGBHn744fqIBwe1bn2h9u3bW2kMAKgdlzl1Sa4gMXLkSF199dX67W9/W+PnMnMPPd9/v0EvvDCxYvzYY6N05ZVXO5gIAILfuWbuQXNAHcLT6eeW/8KhJABgj6CbudcGM/fQ88ADQ1VScqJi3KBBtF5/faaDiQAg+DFzR1CLj4+vcgwAqDnKHY7Kyztc5RgAUHOUOxzVuHGTKscAgJqj3OGo3NxDVY4BADVHuQMAYBnKHQAAy1DucFTnzl0rjbt0uc6hJED4KSjI18SJ47jUsoUodzhqyJDfVTkGUHeyshZq27YtXGrZQpQ7HOX1xikhobkkKSGhhZo08TqcCAgPBQX5Wr16pYwxWr36M2bvlqHc4aiCgnzl5x+RJOXn5/ELBqgnWVkLK87o6ff7mb1bhnKHo7KyFsrn80mSfD4fv2CAepKTs0Y+X5kkyecrU07OGocTIZAodzgqO3u1Tl3ewBij7OzVDicCwkNKSnd5POVX/fZ4IpSS0t3hRAgkyh2O4tzygDPS0zPkdrskSW63WwMG3OpwIgQS5Q5H5eXlVTkGUDe83jilpvaUy+VSamoPDma1DOUOR3Xq1KXKMYC6k56eoSuuaMes3UIRTgdAeCstLa00Pnmy9CyPBBBoXm+cRo4c7XQM1AFm7nDU11+vqzT+6qt1Z3kkAKC6KHc46tTH4M42BgDUHOUOR7nd7irHAICa4zcpHHXttV2qHAMAao5yh6OioqIqjRs0aOBQEgCwB+UOR3355d8rjdet+8KhJABgD8odjuIMdQAQeJQ7HMUZ6gAg8Ch3OKpbt1RJrn+NXP8aAwBqg3KHo9LTMxQR4ZEkRUREcBpMAAgAyh2O8nrjdP31veRyuXT99T25eAUABADnlofj0tMztHfvj8zaASBAXMYY43SIQMnLK5Lfb823AwDAGbndLsXHx571/qCZuc+ZM0dz585VZGSk3G63/vrXvzodCQCAkBQU5f7JJ59oyZIlWrBggWJjY3X48GGnIwEAELKC4oC6mTNn6uGHH1ZsbPkSQ7NmzRxOBABA6AqKmfuOHTu0fv16vfTSSyotLdXgwYN1xx131Hg7Ve1/AAAgXNRLuWdkZGjfvn1nvC87O1s+n0/79+/XvHnzlJ+fr7vuukuXXnqpunSp2RXCOKAOABAOguKAuoULF1Z5f+vWrdW/f3+53W7Fx8erW7du2rBhQ43LHQAABMk+9/79+2vVqlWSpGPHjunLL79U+/btHU4FAEBoCorPuZ84cUJPP/20Nm7cKEm65ZZbdO+999Z4O/n5xSzLAwCs53a7FBd3wVnvD4pyBwAAgRMUy/IAACBwKHcAACxDuQMAYBnKHQAAy1DuAABYhnIHAMAylDsAAJah3AEAsAzlDgCAZSh3AAAsQ7kDAGAZyh1Bp0+fPtq6davTMQCcwSuvvKLS0tLzfm5mZmaAE+FMKHeEjLKyMqcjAGHv1Vdf1cmTJ894H+/R4BHhdAAEn6+//lqTJk1ScXGxJGn48OFq3LixnnvuOR07dkwxMTF68skn1aFDB/3444+67bbbdMcdd2jVqlU6ceKEJk+erHfeeUfr169XdHS0pk2bpoSEhLO+3rp16zR27FhJUpcuXfTTCxX26dNHaWlpWrt2rRITE/Xkk0/q2Wef1bfffiup/PLA//Vf/yVJ2r59u5544gkdP35c7du31+7du/XAAw+od+/emjlzphYvXiyfz6cGDRpozJgxSkpKqqsfIXBW9f3+2rFjh5577jnl5uZKkoYOHaqMjAzt2rVLo0eP1pEjRxQREaFhw4apR48ekqR27dpp2LBhWrp0qQoKCjR8+HD17du34n06ePBgud1uzZkzRxMmTJDH49HOnTtVXFysv/71r5o+fbo+/PBDSdI111yjp556ShdccPrlSadPn65PPvlEPp9PLVq00Pjx46v8XlADBviJ/Px8061bN/Pll18aY4wpKyszubm5pmfPniY7O9sYY8yaNWtMz549TUlJidmzZ49JTEw0y5cvN8YYM2PGDNOpUyezceNGY4wxzzzzjJkyZcpZX6+kpMSkpqaatWvXGmOMWbx4sUlMTDRbtmwxxhjTu3dv88wzz1Q8ftKkSWb48OHG7/ebwsJCk5aWZlasWGGMMSYjI8N88MEHxhhjNmzYYNq3b2+WLVtmjDEmLy+vYhtr1qwxt99+e21/VECN1ff76+TJk+amm24yH330UcVtR44cMcYYM2jQIPPuu+8aY4zZtm2b+dWvflXxPklMTDRz5swxxhizbt06k5qaWvH8xMREU1RUVDEeMWKEycjIMMXFxcYYY1asWGH69etnCgsLjd/vN48//riZNGmSMcaYl19+2UycONEYY8wHH3xgnnrqKePz+YwxxsydO9f88Y9/rPHPFGfGsjwq+eabb3TZZZfp2muvlSR5PB7l5eUpMjJSKSkpkqRu3bopMjJSO3fulCTFxMSoV69ekqSrrrpKLVu2rJgVX3XVVdq9e/dZX+8f//iHGjZsqK5du0qS0tLS1KhRo0qPGThwYMXXOTk5uv322+VyuRQbG6t+/fopJydHRUVF2rp1q9LT0yWVzxbatWtX8bzvvvtOv/nNb9S/f389//zz2rRpU21+TMB5qe/3186dO1VWVqabb7654ra4uDgVFRVp06ZNuu222yRJl19+uZKSkvTNN99UPC4tLU2SlJycrEOHDqmkpOSsr/PrX/9aMTExksrfo2lpaYqNjZXL5dIdd9yhnJyc056zbNkyZWdnKyMjQ7fccovmzZunvXv3Vv0DRLWxLI9ai4qKqvja7XZXGns8Hvl8vhptz+VyVRqf+qVxPs+VpNLSUj366KN66623dNVVV+ngwYMVy49AsAv0+6u6GjRoUPEaUvn+9FO3/VxN3qOnGGP0wAMPaNCgQecfEmfFzB2VJCcna8eOHfr6668lST6fT/Hx8Tp58qTWrl0rqfwv87KyMl166aW1fr1f/OIXOnHihNatWydJWr5lrHAAAAbGSURBVLJkif75z3+e9fEpKSl67733ZIxRUVGRPvroI3Xr1k2xsbG64oortGjRIknS999/X3HEfWlpqcrKytSqVStJ0rx582qdGzgf9f3+uvTSSxUREaG//e1vFbfl5+crNjZWSUlJWrhwoaTy/fKbN29WcnLyObd5wQUXqKio6Kz3p6Sk6G9/+5uKiopkjNGCBQvUrVu30x7Xp08fzZs3T0ePHpVU/j7dvHlzTb9FnAUzd1Ti9Xr1yiuvaOLEiTp27JjcbrdGjBihl19+udIBPy+99FKlGcT5ioqK0pQpUyodUNe6deuzPv7BBx/U+PHjK5bfBwwYUDELz8zM1KhRozR9+nQlJiYqMTFRjRo1UmxsrH7/+99r0KBB8nq96tu3b61zA+ejvt9fERERmjZtmsaNG6dp06bJ5XJp6NChGjhwoCZPnqzRo0dr9uzZioiI0KRJk9S0adNzbnPo0KH63e9+p+joaM2ZM+e0+3v27KktW7Zo8ODBkqSrr75aDzzwwGmPGzhwoAoKCvTb3/5WUvlM/q677lL79u1r+V1DklzG/OTQZCCEFRcXKyYmRi6XS9u3b9fdd9+tJUuWqEmTJk5HA4B6xcwd1jj1EaNTf6+OHz+eYgcQlpi5o17Mnz9fb7311mm3T5w4kc+bA7XE+ws/R7kDAGAZjpYHAMAylDsAAJah3AEAsAzlDoSwPn36KDs7+7yfP3LkSE2dOjWAiQInmLMBwY5yByzF5TeB8EW5AyHq8ccf1759+3T//ferY8eOmjFjhtq1a6f58+erV69e+vd//3dJ0u9//3t1795dnTp10m9+8xtt27ZNkvQ///M/ysrK0ptvvqmOHTvq/vvvl1R+Gc4bb7xRHTt2VFpampYuXVrxmu+//74GDx6sCRMmqHPnzrrhhhv01Vdf6f3331fPnj2VkpJScUpTqfyUopmZmerVq5e6deum0aNH68SJE5Kkzz//XD169NDMmTOVkpKi1NRUvffee1Vm27Fjh+6++2517txZ/fr106efflr3P2ggFDl0NToAAdC7d2+zZs0aY4ypuDzo448/boqLi83x48eNMcbMnz/fFBYWmpKSEvPss8+aAQMGVDx/xIgRp10y9KOPPjIHDhwwPp/PLF682Pzyl780Bw8eNMYY895775mkpCSzYMECU1ZWZqZMmWJ69uxpxowZY0pKSsyqVatMcnJyxSVBn3vuOXPfffeZ/Px8U1hYaO677z4zefJkY4wxa9euNUlJSebFF180paWlZsWKFaZDhw6moKDgjNlKS0vNjTfeaF5//XVTUlJisrOzTXJystmxY0cd/XSB0MXMHbDMI488opiYGEVHR0uSBg0apNjYWEVFRemRRx7R5s2bVVhYeNbn33zzzWrRooXcbrfS0tLUtm1bbdiwoeL+Nm3a6LbbbpPH41FaWpr279+vhx56SFFRUUpNTVVUVJR2794tY4zeffddjRo1Sl6vV7Gxsbrvvvu0ePHiim1FRETooYceUmRkpHr27KmYmJiKS53+3Pr163Xs2DHde++9ioqKUkpKinr37l1pewDKcfpZwDItW7as+Nrn82nq1KlasmSJjhw5Ire7/O/5/Px8NWrU6IzP/+CDDzRr1qyKa2sfO3ZM+fn5FffHx8dXfH3qD4hmzZpV3NagQQMVFxfryJEjOn78uG699daK+4wx8vv9FWOv16uIiP/7NdSwYUMdO3bsjLkOHTqkli1bVnwPktS6dWsdPHiwip8GEJ4od8AyP72mfVZWlj799FPNmjVLbdq0UWFhobp06VJx/v2fPlaS9u7dq6eeekqzZ89Wx44d5fF4dMstt5xXjri4OEVHR2vx4sVq0aJFrb4PSWrevLkOHDggv99fUfD79+/XJZdccl75AJuxLA+EsGbNmmnPnj1nvb+4uFhRUVGKi4vT8ePHNWXKlEr3x8fH68cff6wYHz9+XC6Xq+LSn++9917FAXg15Xa7dfvtt2vChAnKy8uTJB08eFCrVq2q1vN/nq1Dhw6Kjo7WG2+8oZMnT+rzzz/XsmXLlJaWdl75AJtR7kAIu/fee/X666+rc+fO+vjjj0+7f+DAgWrdurWuv/569evXT8nJyZXuHzRokLZv367OnTvrwQcf1OWXX66hQ4dq8ODB6tatm7Zu3aprr732vPM9/vjjatu2re644w5de+21+o//+I+z7lP/uZ9ni4qK0p///Gd99tlnuu666zR27FhNmjRJl1122XnnA2zFhWMAALAMM3cAACxDuQMAYBnKHQAAy1DuAABYhnIHAMAylDsAAJah3AEAsAzlDgCAZf4/vsNt2RPjTgIAAAAASUVORK5CYII=\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "axQva6zOVPR_"
      },
      "source": [
        "Desafio 06: Fazer outras análises com boxplot "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 394
        },
        "id": "5M12SmPocEEW",
        "outputId": "3896d38a-4a66-4da4-f89e-6308aaebe1de"
      },
      "source": [
        "plt.figure(figsize = (8, 6))\n",
        "sns.boxplot(y = 'c20', x = 'composto', data = dados.query('composto in @cod_compostos'))\n",
        "plt.show()"
      ],
      "execution_count": 81,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "J7GvRA8Edc2A"
      },
      "source": [
        "Desafio 06: Fazer outras análises com histograma "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-e6jo6jGexaY",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "outputId": "cbb222b4-9e7a-4bb8-b8e4-c246b32a368d"
      },
      "source": [
        "dados.loc[:,'g0':'g771'].describe().T['25%'].hist(bins=50)\n",
        "plt.show()"
      ],
      "execution_count": 82,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BdHuNsd2e1Lj",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "outputId": "2ce42670-2c00-4a37-f4dd-29371decf4a1"
      },
      "source": [
        "dados.loc[:,'g0':'g771'].describe().T['50%'].hist(bins=50)\n",
        "plt.show()"
      ],
      "execution_count": 83,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 268
        },
        "id": "ouMQJytJdglY",
        "outputId": "606371da-d40a-4d35-9b60-73d8ff5da28d"
      },
      "source": [
        "dados.loc[:,'g0':'g771'].describe().T['75%'].hist(bins=50)\n",
        "plt.show()"
      ],
      "execution_count": 84,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "x5jePPqfVXxa"
      },
      "source": [
        "Desafio 07: O que você aprendeu nessa aula\n",
        "\n",
        "*   Apredemos a trocar o nome de uma coluna\n",
        "*   Apredemos mais sobre query\n",
        "*   Aprendemos a plotar dados utilziando o seaborn\n",
        "*   Apredemos sobre histogramas\n",
        "*   Aprendemos sobre boxplot\n",
        "\n"
      ]
    }
  ]
}