Desafio_Aula2_Imersao_dados_Alura.ipynb

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  "metadata": {
    "colab": {
      "name": "Imersao_dados_Alura_Aula2.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyMO+Cu06rtNuA7Tj+ewuQ0c",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/jpbo95/Imersao_dados_Alura/blob/main/Imersao_dados_Alura_Aula2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "CZsx6tFrtdfI"
      },
      "source": [
        "**Imersão Dados Alura - 3ª edição** \n",
        "\n",
        "Este notebook contem as analises e resultados dos desafios propostos durante a primeira aula da imersão. #imersaodados #alura"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "e1orA3HqJljh"
      },
      "source": [
        "#**Aula 1**\n",
        "Análise de dados, python, pandas e novos fármacos"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "4Nrv-8dOv_wC"
      },
      "source": [
        "**Importações inicias**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OWp81W4itEX1"
      },
      "source": [
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "sns.set()"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "u_IRfkUy32H_",
        "outputId": "c893a1b6-a4d7-42d9-8914-5852e09277a6"
      },
      "source": [
        "url_dados = 'https://github.com/alura-cursos/imersaodados3/blob/main/dados/dados_experimentos.zip?raw=true'\n",
        "\n",
        "dados = pd.read_csv(url_dados, compression = 'zip')\n",
        "dados"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>0</th>\n",
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              "      <td>24</td>\n",
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              "      <td>-0.2479</td>\n",
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              "      <td>-1.0120</td>\n",
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              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
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              "      <td>0.1778</td>\n",
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              "      <td>0.1042</td>\n",
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              "      <td>1.4840</td>\n",
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              "      <td>0.2991</td>\n",
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              "      <td>-0.0958</td>\n",
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              "      <td>0.2887</td>\n",
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              "      <td>0.2539</td>\n",
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              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
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              "      <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",
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              "    <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",
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              "      <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",
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              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
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              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
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              "      <td>-0.8095</td>\n",
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              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
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              "      <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": 3
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "DVHSyD-iwwQb"
      },
      "source": [
        "**Analise Inicial dos dados**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "9R7n2t1_6UI4",
        "outputId": "31eb9855-5e97-4135-b932-dac73a885c04"
      },
      "source": [
        "dados.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <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",
              "      <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  ...    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",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Kjg9E_tf8ymF",
        "outputId": "54551ef5-8bf9-40db-9418-97e4200e68e4"
      },
      "source": [
        "dados.shape"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(23814, 877)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "YKmOsuxZ83mf",
        "outputId": "26229b8c-7430-4279-fca3-e3c9dd0ae8ae"
      },
      "source": [
        "dados['tratamento']"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0           com_droga\n",
              "1           com_droga\n",
              "2           com_droga\n",
              "3           com_droga\n",
              "4           com_droga\n",
              "             ...     \n",
              "23809       com_droga\n",
              "23810       com_droga\n",
              "23811    com_controle\n",
              "23812       com_droga\n",
              "23813       com_droga\n",
              "Name: tratamento, Length: 23814, dtype: object"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CgDkE6qA9GsP",
        "outputId": "48feeb95-2013-44af-d7f9-a340d84469d1"
      },
      "source": [
        "dados['tratamento'].unique() #Mostra os dois tipos de tratamentos (com droga e com controle)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['com_droga', 'com_controle'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-DndQA4P9TtQ",
        "outputId": "b4640fff-c7f7-4acf-f900-852ca8595889"
      },
      "source": [
        "dados['tempo'].unique() #Mostra os três periodos de tempos de tratamento (24, 48 e 72 horas)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([24, 72, 48])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "DjIB5B7E-pRS",
        "outputId": "2b8e047b-61e1-43a5-881c-bbde61dd8805"
      },
      "source": [
        "dados['dose'].unique() #Mostra que existe 2 tipos de doses"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['D1', 'D2'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "s2EiNQTu_EC2",
        "outputId": "106670d7-2855-41c1-9bf9-384fe0ceec17"
      },
      "source": [
        "dados['g-0'].unique() "
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([ 1.062 ,  0.0743,  0.628 , ...,  0.3942,  0.666 , -0.8598])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3ez8IGLn_t84",
        "outputId": "fbffa3cf-8a74-4b66-88a7-ed77db7c27b6"
      },
      "source": [
        "dados['tratamento'].value_counts() #Mostra a quantidade de cada tratamento"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "com_droga       21948\n",
              "com_controle     1866\n",
              "Name: tratamento, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "3s_AfsWQCmys",
        "outputId": "560ba02f-04b0-4b9f-8fb3-671d1d903b9d"
      },
      "source": [
        "dados['dose'].value_counts() #Mostra a quantidade de cada dose"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "D1    12147\n",
              "D2    11667\n",
              "Name: dose, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "lpG8DRQLDsWK",
        "outputId": "40fba900-b632-44e7-8b44-4fecddff3bec"
      },
      "source": [
        "dados_filtrados = dados[dados['g-0'] > 0]\n",
        "dados_filtrados.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <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",
              "      <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",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 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",
              "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",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "SgRhu19pDDLt"
      },
      "source": [
        "###Desafio 01: Investigar porque a classe tratamento é tão desbalanceada?\n",
        "\n",
        "###Desafio 02: Plotar as 5 ultimas linhas da tabela.\n",
        "\n",
        "###Desafio 03: Proporção das classes tratamento.\n",
        "\n",
        "###Desafio 04: Quantos tipos de drogas foram investigados.\n",
        "\n",
        "###Desafio 05: Procurar na documentação o metodo query (Pandas).\n",
        "\n",
        "###Desafio 06: Renomear as colunas tirando o hifen.\n",
        "\n",
        "###Desafio 07: Deixar os graficos bonitos. (Matplotlib.pyplot)\n",
        "\n",
        "###Desafio 08: Resumo do que aprendeu com os dados"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "yTbhM0MGuVnh"
      },
      "source": [
        "##Desafio 01: Investigar porque a classe tratamento é tão desbalanceada?"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "dhKMllhYuZRJ",
        "outputId": "44c9a1b4-8800-4e50-e89f-3ac6715e7687"
      },
      "source": [
        "dados.query('tratamento == \"com_controle\"') #filtro que mostra apenas o tratamento com controle"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <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>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>47</th>\n",
              "      <td>id_008a986b7</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.4860</td>\n",
              "      <td>0.1430</td>\n",
              "      <td>0.5281</td>\n",
              "      <td>-0.0022</td>\n",
              "      <td>-0.2334</td>\n",
              "      <td>-0.6607</td>\n",
              "      <td>0.6459</td>\n",
              "      <td>-0.0109</td>\n",
              "      <td>1.0120</td>\n",
              "      <td>-0.0864</td>\n",
              "      <td>-0.3817</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>0.9435</td>\n",
              "      <td>0.6296</td>\n",
              "      <td>0.3864</td>\n",
              "      <td>0.1420</td>\n",
              "      <td>0.9834</td>\n",
              "      <td>0.4189</td>\n",
              "      <td>0.7980</td>\n",
              "      <td>-0.2132</td>\n",
              "      <td>0.7651</td>\n",
              "      <td>-1.2410</td>\n",
              "      <td>0.0747</td>\n",
              "      <td>-1.5750</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.0840</td>\n",
              "      <td>0.6705</td>\n",
              "      <td>-0.7517</td>\n",
              "      <td>-0.2756</td>\n",
              "      <td>-1.0920</td>\n",
              "      <td>-0.8683</td>\n",
              "      <td>0.3021</td>\n",
              "      <td>-0.3164</td>\n",
              "      <td>-0.2074</td>\n",
              "      <td>0.4587</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2189</td>\n",
              "      <td>-0.5262</td>\n",
              "      <td>-0.2982</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>-1.0040</td>\n",
              "      <td>-0.6726</td>\n",
              "      <td>-0.0321</td>\n",
              "      <td>-0.5398</td>\n",
              "      <td>-0.7518</td>\n",
              "      <td>0.0370</td>\n",
              "      <td>0.7213</td>\n",
              "      <td>-0.3466</td>\n",
              "      <td>0.2354</td>\n",
              "      <td>-0.4432</td>\n",
              "      <td>-0.1020</td>\n",
              "      <td>-0.9391</td>\n",
              "      <td>-1.1970</td>\n",
              "      <td>0.1365</td>\n",
              "      <td>-0.9264</td>\n",
              "      <td>0.5828</td>\n",
              "      <td>-0.7379</td>\n",
              "      <td>-0.4354</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>-0.3771</td>\n",
              "      <td>-0.6525</td>\n",
              "      <td>-0.4169</td>\n",
              "      <td>-1.0640</td>\n",
              "      <td>-0.3331</td>\n",
              "      <td>-0.5761</td>\n",
              "      <td>-0.3085</td>\n",
              "      <td>-0.1866</td>\n",
              "      <td>0.7629</td>\n",
              "      <td>0.3288</td>\n",
              "      <td>-0.9915</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.4979</td>\n",
              "      <td>0.5281</td>\n",
              "      <td>-0.9245</td>\n",
              "      <td>-0.9367</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>63</th>\n",
              "      <td>id_009d8340f</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.4471</td>\n",
              "      <td>-0.0839</td>\n",
              "      <td>-0.3864</td>\n",
              "      <td>0.3196</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>-0.3156</td>\n",
              "      <td>-0.1187</td>\n",
              "      <td>1.1610</td>\n",
              "      <td>0.5838</td>\n",
              "      <td>-0.2996</td>\n",
              "      <td>-0.3995</td>\n",
              "      <td>1.0700</td>\n",
              "      <td>0.2969</td>\n",
              "      <td>-0.2785</td>\n",
              "      <td>0.9678</td>\n",
              "      <td>-0.1409</td>\n",
              "      <td>1.0850</td>\n",
              "      <td>-0.0656</td>\n",
              "      <td>-0.6502</td>\n",
              "      <td>0.3527</td>\n",
              "      <td>0.1998</td>\n",
              "      <td>0.0975</td>\n",
              "      <td>0.0563</td>\n",
              "      <td>-0.3578</td>\n",
              "      <td>-0.0657</td>\n",
              "      <td>0.5316</td>\n",
              "      <td>0.6573</td>\n",
              "      <td>-0.5355</td>\n",
              "      <td>1.2380</td>\n",
              "      <td>-0.4994</td>\n",
              "      <td>-0.8140</td>\n",
              "      <td>0.2567</td>\n",
              "      <td>-0.8155</td>\n",
              "      <td>1.1180</td>\n",
              "      <td>-0.2501</td>\n",
              "      <td>...</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.5214</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>-0.5903</td>\n",
              "      <td>0.1332</td>\n",
              "      <td>-0.3517</td>\n",
              "      <td>-0.3276</td>\n",
              "      <td>-0.4955</td>\n",
              "      <td>0.1359</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>0.5725</td>\n",
              "      <td>-0.1126</td>\n",
              "      <td>-0.0874</td>\n",
              "      <td>1.2220</td>\n",
              "      <td>-0.0641</td>\n",
              "      <td>0.0246</td>\n",
              "      <td>-0.5659</td>\n",
              "      <td>-0.7402</td>\n",
              "      <td>1.1170</td>\n",
              "      <td>-0.0612</td>\n",
              "      <td>-1.3040</td>\n",
              "      <td>-0.4025</td>\n",
              "      <td>0.3760</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>0.8064</td>\n",
              "      <td>-0.0170</td>\n",
              "      <td>0.3092</td>\n",
              "      <td>0.2671</td>\n",
              "      <td>0.3311</td>\n",
              "      <td>-0.4572</td>\n",
              "      <td>0.4795</td>\n",
              "      <td>0.3939</td>\n",
              "      <td>0.7665</td>\n",
              "      <td>0.7932</td>\n",
              "      <td>-0.6804</td>\n",
              "      <td>-0.0435</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>0.2000</td>\n",
              "      <td>-0.4326</td>\n",
              "      <td>0.9364</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>23729</th>\n",
              "      <td>id_ff1f9e5fc</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.0465</td>\n",
              "      <td>0.6430</td>\n",
              "      <td>-0.2453</td>\n",
              "      <td>0.3521</td>\n",
              "      <td>0.6195</td>\n",
              "      <td>-0.6659</td>\n",
              "      <td>0.8263</td>\n",
              "      <td>0.5933</td>\n",
              "      <td>0.1388</td>\n",
              "      <td>-0.2246</td>\n",
              "      <td>-0.6127</td>\n",
              "      <td>-0.1687</td>\n",
              "      <td>1.5170</td>\n",
              "      <td>0.6243</td>\n",
              "      <td>-0.8399</td>\n",
              "      <td>-0.1881</td>\n",
              "      <td>-0.1583</td>\n",
              "      <td>0.0622</td>\n",
              "      <td>-0.1170</td>\n",
              "      <td>0.7722</td>\n",
              "      <td>0.0063</td>\n",
              "      <td>0.7347</td>\n",
              "      <td>-0.4820</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0938</td>\n",
              "      <td>-0.6062</td>\n",
              "      <td>0.6108</td>\n",
              "      <td>-0.4900</td>\n",
              "      <td>0.1075</td>\n",
              "      <td>0.3029</td>\n",
              "      <td>-0.1369</td>\n",
              "      <td>0.1946</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>1.1030</td>\n",
              "      <td>0.3444</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.4342</td>\n",
              "      <td>0.0541</td>\n",
              "      <td>0.9346</td>\n",
              "      <td>0.7595</td>\n",
              "      <td>-0.0139</td>\n",
              "      <td>0.2990</td>\n",
              "      <td>-0.7176</td>\n",
              "      <td>0.8572</td>\n",
              "      <td>0.2990</td>\n",
              "      <td>-0.2060</td>\n",
              "      <td>0.9029</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.0802</td>\n",
              "      <td>0.0686</td>\n",
              "      <td>-0.3934</td>\n",
              "      <td>0.2344</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.0144</td>\n",
              "      <td>-1.0080</td>\n",
              "      <td>0.8748</td>\n",
              "      <td>1.2900</td>\n",
              "      <td>0.5188</td>\n",
              "      <td>0.5824</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>0.7578</td>\n",
              "      <td>1.1910</td>\n",
              "      <td>-0.3264</td>\n",
              "      <td>0.6882</td>\n",
              "      <td>0.7486</td>\n",
              "      <td>0.6438</td>\n",
              "      <td>0.6085</td>\n",
              "      <td>0.1621</td>\n",
              "      <td>-0.2065</td>\n",
              "      <td>0.8314</td>\n",
              "      <td>-0.1891</td>\n",
              "      <td>-0.0074</td>\n",
              "      <td>0.2131</td>\n",
              "      <td>-0.1419</td>\n",
              "      <td>-0.2422</td>\n",
              "      <td>0.0457</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23747</th>\n",
              "      <td>id_ff469c482</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.6204</td>\n",
              "      <td>-1.3800</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>-0.6573</td>\n",
              "      <td>-0.8408</td>\n",
              "      <td>-0.2447</td>\n",
              "      <td>1.3490</td>\n",
              "      <td>-0.5155</td>\n",
              "      <td>1.2610</td>\n",
              "      <td>-0.1790</td>\n",
              "      <td>-0.7182</td>\n",
              "      <td>-0.7885</td>\n",
              "      <td>0.3022</td>\n",
              "      <td>2.0140</td>\n",
              "      <td>0.1667</td>\n",
              "      <td>-0.7325</td>\n",
              "      <td>-0.1553</td>\n",
              "      <td>0.8400</td>\n",
              "      <td>-0.1069</td>\n",
              "      <td>-0.7247</td>\n",
              "      <td>1.3430</td>\n",
              "      <td>1.5010</td>\n",
              "      <td>-1.3370</td>\n",
              "      <td>0.7190</td>\n",
              "      <td>-0.0843</td>\n",
              "      <td>0.4841</td>\n",
              "      <td>-0.9104</td>\n",
              "      <td>1.3990</td>\n",
              "      <td>0.7447</td>\n",
              "      <td>-1.2110</td>\n",
              "      <td>0.6562</td>\n",
              "      <td>0.1265</td>\n",
              "      <td>0.3036</td>\n",
              "      <td>2.2600</td>\n",
              "      <td>-1.3770</td>\n",
              "      <td>...</td>\n",
              "      <td>0.9633</td>\n",
              "      <td>-0.4057</td>\n",
              "      <td>-0.2206</td>\n",
              "      <td>0.5111</td>\n",
              "      <td>-0.8666</td>\n",
              "      <td>0.4692</td>\n",
              "      <td>0.8903</td>\n",
              "      <td>0.6648</td>\n",
              "      <td>0.2922</td>\n",
              "      <td>0.2440</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>1.2420</td>\n",
              "      <td>1.0430</td>\n",
              "      <td>1.4310</td>\n",
              "      <td>1.0040</td>\n",
              "      <td>1.0320</td>\n",
              "      <td>0.7345</td>\n",
              "      <td>0.8025</td>\n",
              "      <td>0.7174</td>\n",
              "      <td>0.1932</td>\n",
              "      <td>-0.2609</td>\n",
              "      <td>0.3501</td>\n",
              "      <td>0.5916</td>\n",
              "      <td>0.9193</td>\n",
              "      <td>0.1398</td>\n",
              "      <td>0.0243</td>\n",
              "      <td>0.4820</td>\n",
              "      <td>-0.4428</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.4166</td>\n",
              "      <td>0.8209</td>\n",
              "      <td>0.7366</td>\n",
              "      <td>0.5468</td>\n",
              "      <td>1.1450</td>\n",
              "      <td>0.5254</td>\n",
              "      <td>0.6224</td>\n",
              "      <td>-0.9630</td>\n",
              "      <td>0.8872</td>\n",
              "      <td>-0.0742</td>\n",
              "      <td>-0.6777</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23768</th>\n",
              "      <td>id_ff89331ca</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.1051</td>\n",
              "      <td>0.4335</td>\n",
              "      <td>0.3648</td>\n",
              "      <td>-0.0525</td>\n",
              "      <td>-0.3632</td>\n",
              "      <td>-0.3228</td>\n",
              "      <td>-2.3190</td>\n",
              "      <td>-0.5294</td>\n",
              "      <td>0.1878</td>\n",
              "      <td>0.5047</td>\n",
              "      <td>1.3820</td>\n",
              "      <td>0.6107</td>\n",
              "      <td>2.4790</td>\n",
              "      <td>0.4347</td>\n",
              "      <td>0.9422</td>\n",
              "      <td>-0.1042</td>\n",
              "      <td>-0.2611</td>\n",
              "      <td>1.5760</td>\n",
              "      <td>-0.0232</td>\n",
              "      <td>-0.2455</td>\n",
              "      <td>0.8058</td>\n",
              "      <td>-2.4180</td>\n",
              "      <td>-0.5838</td>\n",
              "      <td>-0.1626</td>\n",
              "      <td>-0.8609</td>\n",
              "      <td>-0.2021</td>\n",
              "      <td>0.1494</td>\n",
              "      <td>0.6618</td>\n",
              "      <td>1.3080</td>\n",
              "      <td>-0.7822</td>\n",
              "      <td>0.3923</td>\n",
              "      <td>-0.4608</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>0.3173</td>\n",
              "      <td>0.7622</td>\n",
              "      <td>...</td>\n",
              "      <td>1.2340</td>\n",
              "      <td>-0.1665</td>\n",
              "      <td>-0.0318</td>\n",
              "      <td>0.8694</td>\n",
              "      <td>0.4048</td>\n",
              "      <td>0.1281</td>\n",
              "      <td>0.0164</td>\n",
              "      <td>1.0670</td>\n",
              "      <td>1.5790</td>\n",
              "      <td>0.2428</td>\n",
              "      <td>1.1330</td>\n",
              "      <td>-1.2310</td>\n",
              "      <td>0.3626</td>\n",
              "      <td>-0.4737</td>\n",
              "      <td>0.2937</td>\n",
              "      <td>0.1638</td>\n",
              "      <td>-0.1554</td>\n",
              "      <td>0.9236</td>\n",
              "      <td>0.0937</td>\n",
              "      <td>0.9598</td>\n",
              "      <td>0.4738</td>\n",
              "      <td>-0.2608</td>\n",
              "      <td>0.3577</td>\n",
              "      <td>-1.2040</td>\n",
              "      <td>0.8125</td>\n",
              "      <td>1.4260</td>\n",
              "      <td>0.2223</td>\n",
              "      <td>0.3079</td>\n",
              "      <td>1.1490</td>\n",
              "      <td>1.7320</td>\n",
              "      <td>-0.1219</td>\n",
              "      <td>0.4885</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.9434</td>\n",
              "      <td>-0.4779</td>\n",
              "      <td>0.6951</td>\n",
              "      <td>0.9517</td>\n",
              "      <td>-0.8110</td>\n",
              "      <td>-0.1748</td>\n",
              "      <td>-0.3626</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>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",
              "  </tbody>\n",
              "</table>\n",
              "<p>1866 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\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",
              "47     id_008a986b7  com_controle     48   D2  ... -0.4979  0.5281 -0.9245 -0.9367\n",
              "63     id_009d8340f  com_controle     24   D2  ...  0.0949  0.2000 -0.4326  0.9364\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23729  id_ff1f9e5fc  com_controle     24   D1  ...  0.2131 -0.1419 -0.2422  0.0457\n",
              "23747  id_ff469c482  com_controle     72   D1  ... -0.9630  0.8872 -0.0742 -0.6777\n",
              "23768  id_ff89331ca  com_controle     72   D2  ...  0.9517 -0.8110 -0.1748 -0.3626\n",
              "23793  id_ffd26f361  com_controle     48   D2  ...  0.8813  0.7757 -0.5272  0.7082\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "\n",
              "[1866 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "7w-kqd5iyV6G"
      },
      "source": [
        "Foi realizado uma filtragem utilizando o comando query e identificamos que na coluna droga apresenta apenas o valor \"cacb2b860\". Podemos considerar que nesses casos outras drogas não seriam eficientes e foi utilizado a droga \"cacb2b860\" para ter tal informação, portanto, o tratamento com controle se mostrou mais eficaz. "
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5wFkwwhtz_6f"
      },
      "source": [
        "##Desafio 02: Plotar as 5 ultimas linhas da tabela."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "O2ve6Uzyziaf",
        "outputId": "45b0481a-85b6-4113-d9fb-4fda580cd459"
      },
      "source": [
        "dados.tail()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <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>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  ...    c-96    c-97    c-98    c-99\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": 15
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OglRUpg30Jzz"
      },
      "source": [
        "##Desafio 03: Proporção das classes tratamento."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-88yDMarHR_i",
        "outputId": "1bfd0e60-3e4a-4338-ed64-ed5fb3c2d481"
      },
      "source": [
        "dados['tratamento'].value_counts(normalize = True)*100 #mostra a porcentagem de cada tratamento (Com droga 92,16% e com tratamento 7,83%)"
      ],
      "execution_count": null,
      "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": 16
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "y3nUf5gkHsdv",
        "outputId": "7b135f51-96b8-4827-c038-bfac6cb64351"
      },
      "source": [
        "dados['dose'].value_counts(normalize = True)*100 #mostra a porcentagem de cada dose (D1 51,01% e D2 48,99%)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "D1    51.007811\n",
              "D2    48.992189\n",
              "Name: dose, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "kwPQiVDF0aa_"
      },
      "source": [
        "##Desafio 04: Quantos tipos de drogas foram investigados."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "hhUUz0ysH6-f",
        "outputId": "852704e1-5802-42df-8cb6-85101347b9f4"
      },
      "source": [
        "dados['droga'].value_counts() #Mostra que existem 3289 tipos de drogas"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "cacb2b860    1866\n",
              "87d714366     718\n",
              "9f80f3f77     246\n",
              "8b87a7a83     203\n",
              "5628cb3ee     202\n",
              "             ... \n",
              "e3fe7b417       1\n",
              "3264f3b74       1\n",
              "ddb7e0c01       1\n",
              "c7e535136       1\n",
              "29d24570f       1\n",
              "Name: droga, Length: 3289, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 18
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "widslvbW-8l_",
        "outputId": "b52ef658-bf36-4155-e9ec-517940ed748a"
      },
      "source": [
        "dados['droga'].unique() #Mostra o array de drogas"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['b68db1d53', 'df89a8e5a', '18bb41b2c', ..., '573c787a2',\n",
              "       'b2fe3eca7', 'dd4a96d16'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 19
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "UMZUERVW0uei"
      },
      "source": [
        "##Desafio 05: Procurar na documentação o metodo query (Pandas).Procurar na documentação o metodo query"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "INHH4Pu_03r6",
        "outputId": "c4a9ef7b-b0f9-4e35-d5b1-cc627d015466"
      },
      "source": [
        "new_dados = dados.copy()\n",
        "new_dados.columns =[column.replace(\"-\", \"\") for column in new_dados.columns]\n",
        "new_dados.query('g0 > 0')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>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": 20
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "S4k934ww1PlC"
      },
      "source": [
        "Utilizando query para filtrar as informações"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5NZdw44C1b6E"
      },
      "source": [
        "##Desafio 06: Renomear as colunas tirando o hifen."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "cjV6Gml91hR9",
        "outputId": "63df2ff8-3233-46d9-b794-29358721b00c"
      },
      "source": [
        "new_dados = dados.copy()\n",
        "new_dados.columns =[column.replace(\"-\", \"\") for column in new_dados.columns]\n",
        "new_dados"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "\n",
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              "<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",
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              "      <th>g13</th>\n",
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              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
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              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
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              "      <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>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",
              "    <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  ...     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",
              "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": 21
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ks9R5GOU4oFz"
      },
      "source": [
        "##Desafio 07: Deixar os graficos bonitos. (Matplotlib.pyplot)"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 281
        },
        "id": "876814yuI9au",
        "outputId": "f15eb0d6-a091-4099-c064-afc193d8869a"
      },
      "source": [
        "dados['tratamento'].value_counts().plot.pie()\n",
        "plt.title('Formas de Tratamento')\n",
        "plt.show"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<function matplotlib.pyplot.show>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 22
        },
        {
          "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": 281
        },
        "id": "m2vjGrKeJMYc",
        "outputId": "139697d9-c42e-429a-b78e-680ca2df697b"
      },
      "source": [
        "dados['tempo'].value_counts().plot.pie()\n",
        "plt.title('Tempo do Tratamento')\n",
        "plt.show"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<function matplotlib.pyplot.show>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        },
        {
          "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": 305
        },
        "id": "IELVp7fvJ6Pg",
        "outputId": "5b8a6834-5642-4750-90c0-392752303a7e"
      },
      "source": [
        "dados['tempo'].value_counts().plot.bar()\n",
        "plt.title('Tempo de tratamento')\n",
        "plt.ylabel('Quantidade')\n",
        "plt.xlabel('Tempo')\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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tS7dv37d3CzZT08cO4Pg5OqnGTy6XPfVHuCT7TJRKJQICAnD69GkAfxyJpdfr0bJlS2g0GiQmJgIAEhMTodFooFQqoVKprKoREZH0JFkzAYAFCxZgzpw5iI2NhZOTE+Li4uDu7o758+cjOjoaa9euhbu7O2JjY83zWFsjIiJpSRYmLVq0wLZt2x6b3qpVK+zevfuJ81hbIyIiafEMeCIiEo1hQkREojFMiIhINIYJERGJVqkd8KdPn8bBgwdhMBiwbt06/PTTTygoKMDLL79sq/6IiMgBWLxmsm3bNsyfPx8tW7bEhQsXAAB169a1+1nsRERkfxaHyX/+8x9s3rwZY8eOhVz+x2wvvvgiMjIybNYcERE5BovDpLCw0Hy5kj+v/FtWVoY6derYpjMiInIYFoeJn58fNmzYUG7a1q1bERAQUOVNERGRY7F4B/xHH32EcePGYffu3SgsLERoaCjq16+P9evX27I/IiJyABaHiaenJ+Lj45GSkoLs7Gyo1Wp06tTJvP+EiIhqr0odGiyTydC5c2d07tzZVv0QEZEDemaYBAUFmXe2P8uJEyeqqh8iInJAzwyTpUuXmh//9NNPSEhIwDvvvIOmTZsiOzsbX375JQYNGmTzJomIqHp7Zpj4+/ubHy9cuBCbNm2Cl5eXedqrr76KMWPGICoqynYdEhFRtWfx3vPc3Fy4urqWm+bq6oqcnJwqb4qIiByLxTvgg4ODMX78eIwfPx7e3t7Q6XRYv349goODLZ7f2dkZLi4uAICZM2ciMDAQly5dQkxMDB4+fIhmzZph6dKlUKlUAGB1jYiIpGXxmsmCBQvQpUsXaLVaDB48GFqtFp07d8aCBQssXtiqVauwb98+7Nu3D4GBgTCZTJg1axZiYmKQlJQEX19fLFu2DACsrhERkfQsDhMXFxfMnDkTx44dQ0pKCr755hvMnDkTdevWtXrhqampcHFxga+vLwBg2LBhOHLkiKgaERFJr1LnmZSUlCAjIwN5eXkQBME83dJL0M+cOROCIKBbt26YMWMGdDodmjZtaq4rlUqYTCbk5+dbXfPw8KjMRyIioipgcZgkJydj2rRpKCkpQUFBAdzc3FBYWAhvb2988803Fc6/fft2qNVqlJSU4OOPP8bChQsREhIiqnmxVCo3uy6/JmnSpIG9WyAROH6OrTqMn8Vh8sknn2DMmDEYOXIk/Pz8cP78eaxZswb16tWzaP4/rzjs7OyMyMhIjB8/HiNGjEB2drb5NQaDAXK5HB4eHlCr1VbVKkOvL4DJJFT8wipQHQbblm7fvm/vFmympo8dwPFzdFKNn1wue+qPcIv3mWRmZmLEiBHlpo0dOxZbtmypcN4HDx7g/v0/PqwgCDh06BA0Gg06duyI4uJiJCcnAwB27tyJvn37AoDVNSIikp7FayYNGjRAQUEB3N3d0aRJE1y9ehUeHh548OBBhfPq9XpMnjwZRqMRJpMJrVq1glarhVwuR1xcHLRabblDfAFYXSMiIulZHCYhISE4efIkwsPDERERgREjRsDJyQmhoaEVztuiRQskJCQ8sda1a1ccOHCgSmtERCQti8Nk7ty55sejR49G586dUVhYiMDAQJs0RkREjqNShwY/6s9zPIiIiJ4ZJpGRkRZdgn779u1V1hARETmeZ4bJkCFDzI+vX7+O+Ph4DB482HwJ+oSEBERERNi8SSIiqt6eGSaDBw82P37rrbewadMmtGnTxjwtPDwcc+bMwZQpU2zXIRERVXsWn2eSnp6O5557rty05s2b4/fff6/ypoiIyLFYHCZ+fn6Ijo5GZmYmiouLkZGRgblz53JHPBERWR4m//znPwEAYWFh8PHxQXh4OARBwJIlS2zWHBEROQaLDw328PDAihUrYDKZYDAYoFQqIZdbnEVERFSDPTNMbty4gebNmwMAsrKyytVu3rxpftyiRQsbtEZERI7imWESHh6OixcvAvjjcioymazcfUwAQCaT4fLly7brkIiIqr1nhsmfQQIAV65csXkzRETkmCze6bF48eInTv/444+rrBkiInJMFofJ3r17nzh9//79VdYMERE5pgqP5tqzZw8AwGg0mh//KSsri/dcJyKiisNk3759AIDS0lLzY+CPHe+NGzdGbGys7bojIiKHUGGYbNu2DQCwYsUKTJ8+XfQC16xZg9WrV+PAgQNo27YtLl26hJiYmHJ3TFSpVABgdY2IiKRl8T6TP4NEr9cjKyur3D9L/fzzz7h06RKaNWsGADCZTJg1axZiYmKQlJQEX19fLFu2TFSNiIikZ3GYnDp1CoGBgejRowdCQkLM//r06WPR/CUlJVi4cCHmz59vnpaamgoXFxfz9b2GDRuGI0eOiKoREZH0LL6cyoIFCzBhwgQMHjwYdevWrfSCPv30UwwYMMB8Rj0A6HQ6NG3a1PxcqVTCZDIhPz/f6hoPCCAikp7FYXLv3j0MGzbMojsv/tXFixeRmpqKmTNnVnpeW1Kp3OzdQo3RpEkDe7dAInD8HFt1GD+LwyQiIgLx8fF48803K72QCxcuID09Hb169QIA3Lp1C6NHj8Y777yD7Oxs8+sMBgPkcjk8PDygVqutqlWGXl8Ak0mo+IVVoDoMti3dvn3f3i3YTE0fO4Dj5+ikGj+5XPbUH+EWh8mPP/6Ibdu2YePGjWjcuHG5WkX3gB87dizGjh1rfh4cHIx169ahdevW2LVrF5KTk+Hr64udO3eib9++AICOHTuiuLi40jUiIpKexWEyZMiQcveErwpyuRxxcXHQarXlDvEVUyMiIulZHCaP3g9erOPHj5sfd+3aFQcOHHji66ytERGRtCwOEwC4c+cOUlJSkJeXV+5S9NbsRyEioprD4jA5duwYZs2aheeffx5Xr15F69at8dtvv6Fr164MEyKiWs7iMFm5ciWWLFmCfv36wc/PDwkJCYiPj8fVq1dt2R8RETkAi8+Az87ORr9+/cpNGzx4MBISEqq8KSIiciwWh4lKpcKdO3cAAM2aNcPFixdx/fp1mEwmmzVHRESOweIwGTJkCL7//nsAwMiRIzFixAgMHDgQw4cPt1lzRETkGCzeZ/LoSYeDBg2Cv78/ioqK0KpVK5s0RkREjqNShwY/6tELLRIRUe1mcZgEBQU99SKPJ06cqKp+iIjIAVkcJn+9XMnt27exdetW9O/fv8qbIiIix2JxmPj7+z9x2pgxY/Duu+9WaVNERORYLD6a60mcnZ1x48aNquqFiIgclMVrJp9++mm558XFxTh58iReffXVKm+KiIgci8VhcuvWrXLP69Wrh1GjRmHgwIFV3hQRETkWizZzGY1GBAQEoLS0FLm5uSgtLYVGo0F4eDicnZ1t3SMREVVzFYZJQUEBhg8fjri4ODg5OaFDhw5wcnLCihUrMGTIENy+fRu3bt3CoUOHpOiXiIiqoQo3c/3rX/+Ch4cHtmzZAldXV/P0wsJCTJ8+HR988AGysrIwffr0Z77PhAkTcOPGDcjlcri6umLevHnQaDTIyMhAdHQ08vPz4eHhgdjYWLRs2RIArK4REZG0Klwz+frrrzF//vxyQQIA9evXR0xMDM6fP48pU6ZgwIABz3yf2NhY7N+/HwkJCYiKisKcOXMAAFqtFpGRkUhKSkJkZCRiYmLM81hbIyIiaVm0mcvLy+uJNW9vbzg7O1t0S98GDRqUe0+ZTAa9Xo+0tDSEhYUBAMLCwpCWlgaDwWB1jYiIpFfhZq4WLVrg7Nmz6NGjx2O1M2fO4Pnnn7d4YXPnzsXp06chCAI+//xz6HQ6eHl5QaFQAAAUCgU8PT2h0+kgCIJVNaVSaXE/RERUNSoMk1GjRmH27NmYN28eQkJCIJfLYTKZcPToUSxevLjCfSWP+vjjjwEACQkJiIuLw9SpU63vvAqoVG52XX5N0qRJg4pfRNUWx8+xVYfxqzBM3njjDeTn5yM6OhoffPABPDw8kJ+fjzp16mDixImIiIio9EIHDRqEmJgYeHt7IycnB0ajEQqFAkajEbm5uVCr1RAEwapaZej1BTCZhEr3b43qMNi2dPv2fXu3YDM1fewAjp+jk2r85HLZU3+EW3TSYlRUFN566y1cvHgReXl5aNSoEXx8fODmZtkv+8LCQty7d8/8x/748eNo2LAhVCoVNBoNEhMTMXDgQCQmJkKj0Zg3VVlbIyIiaVl8BrybmxsCAwOtWkhRURGmTp2KoqIiyOVyNGzYEOvWrYNMJsP8+fMRHR2NtWvXwt3dHbGxseb5rK0REZG0rL45VmU0btwYu3btemKtVatW2L17d5XWiIhIWqKuGkxERAQwTIiIqAowTIiISDSGCRERicYwISIi0RgmREQkGsOEiIhEY5gQEZFoDBMiIhKNYUJERKIxTIiISDSGCRERicYwISIi0RgmREQkGsOEiIhEY5gQEZFokoRJXl4e3nvvPYSGhiI8PByTJk2CwWAAAFy6dAkDBgxAaGgooqKioNfrzfNZWyMiImlJEiYymQxjxoxBUlISDhw4gBYtWmDZsmUwmUyYNWsWYmJikJSUBF9fXyxbtgwArK4REZH0JAkTDw8PBAQEmJ936dIF2dnZSE1NhYuLC3x9fQEAw4YNw5EjRwDA6hoREUlP8n0mJpMJO3bsQHBwMHQ6HZo2bWquKZVKmEwm5OfnW10jIiLpOUm9wEWLFsHV1RVvv/02vv76a6kXX45K5WbX5dckTZo0sHcLJALHz7FVh/GTNExiY2Nx7do1rFu3DnK5HGq1GtnZ2ea6wWCAXC6Hh4eH1bXK0OsLYDIJ4j+YBarDYNvS7dv37d2CzdT0sQM4fo5OqvGTy2VP/REu2Wau5cuXIzU1FZ999hmcnZ0BAB07dkRxcTGSk5MBADt37kTfvn1F1YiISHqSrJn89ttvWL9+PVq2bIlhw4YBAJo3b47PPvsMcXFx0Gq1ePjwIZo1a4alS5cCAORyuVU1IiKSniRh0qZNG/zyyy9PrHXt2hUHDhyo0hoREUmLZ8ATEZFoDBMiIhKNYUJERKIxTIiISDSGCRERicYwISIi0RgmREQkGsOEiIhEY5gQEZFoDBMiIhKNYUJERKIxTIiISDSGCRERicYwISIi0RgmREQkGsOEiIhEY5gQEZFokoRJbGwsgoOD0a5dO/z666/m6RkZGRg6dChCQ0MxdOhQZGZmiq4REZH0JAmTXr16Yfv27WjWrFm56VqtFpGRkUhKSkJkZCRiYmJE14iISHqShImvry/UanW5aXq9HmlpaQgLCwMAhIWFIS0tDQaDweoaERHZh5O9FqzT6eDl5QWFQgEAUCgU8PT0hE6ngyAIVtWUSmWlelCp3Kr2Q9ViTZo0sHcLJALHz7FVh/GzW5hUB3p9AUwmQZJlVYfBtqXbt+/buwWbqeljB3D8HJ1U4yeXy576I9xuYaJWq5GTkwOj0QiFQgGj0Yjc3Fyo1WoIgmBVjYiI7MNuhwarVCpoNBokJiYCABITE6HRaKBUKq2uERGRfUiyZrJ48WIcPXoUd+7cwahRo+Dh4YGDBw9i/vz5iI6Oxtq1a+Hu7o7Y2FjzPNbWiIhIepKEyUcffYSPPvrosemtWrXC7t27nziPtTUiIpIez4AnIiLRGCZERCQaw4SIiERjmBARkWgMEyIiEo1hQkREojFMiIhINIYJERGJxjAhIiLRGCZERCQaw4SIiERjmBARkWgMEyIiEo1hQkREojFMiIhINIYJERGJ5tBhkpGRgaFDhyI0NBRDhw5FZmamvVsiIqqVHDpMtFotIiMjkZSUhMjISMTExNi7JSKiWkmS2/bagl6vR1paGjZv3gwACAsLw6JFi2AwGKBUKi16D7lcZssWH+PZqJ6ky5OS1N+l1Gry2AEcP0cn1fg9azkyQRAESbqoYqmpqZg9ezYOHjxonta/f38sXboUL730kh07IyKqfRx6MxcREVUPDhsmarUaOTk5MBqNAACj0Yjc3Fyo1Wo7d0ZEVPs4bJioVCpoNBokJiYCABITE6HRaCzeX0JERFXHYfeZAEB6ejqio6Nx7949uLu7IzY2Fi+++KK92yIiqnUcOkyIiKh6cNjNXEREVH0wTIiISDSGCRERicYwISIi0RgmREQkGsOEiIhEY5jUQHl5efZugbmmeOsAAAaLSURBVKjWSk9Pt3cLdsEwcXDJycn4+9//jtGjRyMrKwvh4eF4/fXX0bNnT1y8eNHe7VEF8vLyMHfuXERFRWH79u3lapMnT7ZTV2SpoqKix/699957KC4uRlFRkb3bkxRPWnRwb775JiZMmIB79+5h5cqVmD17Nvr164ezZ89i+fLl2LVrl71bpGeYMmUKmjdvji5dumDHjh2oX78+Vq5cCScnJwwaNAgJCQn2bpGeoX379pDJZHjSn1GZTIbLly/boSv74JqJgysrK0NwcDAGDRoEuVyOfv36AQC6d++OkpISO3dHFcnMzMSHH36IPn364IsvvkCTJk3w/vvv4+HDh/ZujSwwePBgvPHGG0hOTsaVK1dw5coVNG3aFFeuXKlVQQIwTBye0WiEwWDA9evXcffuXVy7dg0AYDAYGCYOoLS01PxYJpNBq9Wibdu2GDt2LAPFAXzyySfo3bs3Ro4cie+++w7AH+NYGznsnRbpD++++y5CQkIAAAsWLMDs2bPRsGFD/PzzzxgzZoydu6OKtGjRAhcuXICfn5952uzZs7F8+XJs3LjRjp2RpV5//XV06dIFixYtwqFDh8y3xahtuM+kBsjPz4cgCGjUqBEKCgpw6tQpPPfcc7zjpAO4e/cuZDIZ3N3dH6tdvXoVrVu3tkNXZK1Dhw7hwoUL0Gq19m5FcgwTB3f16tXHpo0ePRpffPEFBEHgH6NqLiAgAOHh4YiIiIBGo7F3O1RJeXl5WLZsGXQ6HXr16oV//OMf5trkyZOxevVqO3YnLW7mcnBhYWFo1qxZuaNJ7ty5g/feew8ymQzffPONHbujitSvXx9yuRxRUVHw9vZGREQEwsPD0bBhQ3u3RhbQarVo3rw5goKCsGPHDpw5c8Z8NF5WVpa925MUd8A7uEmTJuHFF1/El19+iePHj+P48ePw8vLC8ePHGSQOoGHDhpgzZw6+++47vP/++/juu+/w2muvYfr06Th9+rS926MK8Gi8/2GYOLhJkyZh+vTpmDFjBnbs2AGg9h5N4sjq1KmDvn37YsOGDThy5AjatWuHRYsW2bstqgCPxvsfhkkN0KFDB2zduhU3b97EyJEjy/0HTtXbk3ZZenl5Ydy4cThy5IgdOqLK+PNovEfNnj0bnTt3RmZmpn2ashPugK9hLl26hPPnz2Ps2LH2boUscPPmTTRr1szebZCV8vPzIZPJnriPq7YdjccwISIi0biZi4iIRGOYEBGRaAwTIiISjSctEonk4+NjflxUVARnZ2coFAoAf1wvbcCAAfZqjUgy3AFPVIWCg4OxePFivPLKK/ZuhUhS3MxFZCMmkwkbNmxA7969ERAQgKlTpyI/Px8AcOPGDbRr1w7x8fEICgqCn58fduzYgZSUFISHh8PX1xcLFy40v9fevXsxbNgwLFy4EN26dUPfvn1x5swZcz0nJwfjxo2Dv78/QkJCeFM0khzDhMhGtm3bhmPHjuHLL7/EqVOn0LBhw3IBAQA//vgjjh49ihUrVmDJkiVYt24dtmzZgoMHD+Lw4cM4f/68+bUpKSl47rnncPbsWUyZMgWTJk0yh9OMGTPg7e2NU6dOYdWqVVi+fHm5sCGyNYYJkY3s3LkT06dPh7e3N5ydnTFp0iQkJSWhrKzM/JqJEyfCxcUFPXv2hKurK8LCwqBSqeDl5QVfX1+kpaWZX6tUKvHuu++iTp066N+/P1544QWcOHECOp0OP/zwA2bOnAkXFxdoNBoMGTIE+/bts8fHplqKO+CJbCQ7OxsTJ06EXP6/32xyuRx6vd78XKVSmR+7uLg89vzBgwfm515eXuWuu9a0aVPk5uYiNzcXDRs2hJubW7laampqlX8moqdhmBDZiLe3N5YsWYJu3bo9Vrtx40al3y8nJweCIJgDRafTITg4GJ6enrh79y4KCgrMgaLT6eDl5SXuAxBVAjdzEdnI8OHDsXLlSty8eRMAYDAYcOzYMavfz2AwYOvWrSgtLcXhw4eRnp6OoKAgqNVq+Pj4YPny5Xj48CGuXLmCPXv28JBkkhTXTIhsZMSIERAEAVFRUcjNzYVKpUL//v3Ru3dvq96vU6dOuHbtGrp3747GjRtj1apVaNSoEQBg+fLl0Gq1CAwMhLu7OyZPnszDk0lSPM+EyAHs3bsXu3fvNt+zhqi64WYuIiISjWFCRESicTMXERGJxjUTIiISjWFCRESiMUyIiEg0hgkREYnGMCEiItEYJkREJNr/AzTzSsP/EdO6AAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1wTrpj3X44fz"
      },
      "source": [
        "##Desafio 08: Resumo do que aprendeu com os dados"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "e8APd1oz5FFO"
      },
      "source": [
        "Analisando este caso, encontramos a droga \"cacb2b860\", fazendo que tivessemos uma breve noção do porque o tratamento é efetuado com controle.\n",
        "Foi possivel aprender como a tecnologia facilita diversas areas. O experimento contem diversas informações mais mesmo assim, com a ajuda do pandas, conseguimos indentificar comportamentos e proporções."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "FBP-lLwPJuka"
      },
      "source": [
        "#**Aula 2**\n",
        "Estatísticas, visualização de dados e distribuições"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "eq5J-xmV1PLi"
      },
      "source": [
        "##informações absorvidas na aula"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "8wzgeuMwI-F3"
      },
      "source": [
        "mapa = {'droga' : 'composto'}\n",
        "dados.rename(columns=mapa, inplace=True)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "JAN8XdLqJRZL",
        "outputId": "a881e221-f341-4ba4-f1b9-6c4c122b2176"
      },
      "source": [
        "dados.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <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",
              "      <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  ...    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",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 26
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "djgs1WJxKySF"
      },
      "source": [
        "cod_compostos = dados['composto'].value_counts().index[0:5]"
      ],
      "execution_count": 61,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vRyxgiYKLQOJ",
        "outputId": "af1dbb73-a0d9-418d-bbf9-0824b7f86cb2"
      },
      "source": [
        "cod_compostos"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['cacb2b860', '87d714366', '9f80f3f77', '8b87a7a83', '5628cb3ee'], dtype='object')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 28
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "I2QjKYcOLt0B",
        "outputId": "33f21ef7-1dcd-4ea5-f708-c68f8c57852b"
      },
      "source": [
        "dados.query('composto in @cod_compostos')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <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>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  ...    c-96    c-97    c-98    c-99\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": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 410
        },
        "id": "Ld_myfeBJTUc",
        "outputId": "8f88a766-b0e4-473e-a656-9a26cdfea00c"
      },
      "source": [
        "plt.figure(figsize=(8, 6))\n",
        "\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": null,
      "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": "bRt4bt2ZQBEU",
        "outputId": "51be17c2-7112-4170-a91b-80a2c6541c84"
      },
      "source": [
        "len(dados['g-0'].unique())"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "14367"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 31
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "nVVj_Xn7QeiV",
        "outputId": "ac632999-4328-4dbb-ea5f-ababa25d2864"
      },
      "source": [
        "dados['g-0'].min()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "-5.513"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 32
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "AoOCjQyGQkUH",
        "outputId": "48cebf73-43ab-4632-f493-a680afa5c2fb"
      },
      "source": [
        "dados['g-0'].max()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "10.0"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 33
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "iwBHOM2zQra6",
        "outputId": "1c24a9f1-0613-40ac-b810-963622a22155"
      },
      "source": [
        "dados['g-0'].hist(bins = 100)"
      ],
      "execution_count": 87,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9cf26c390>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 87
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYIAAAD7CAYAAABnoJM0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAc1ElEQVR4nO3df1CT9+EH8DdBgz+AC2Row4+VzSssk20o2bnbjbqCG3QHsl3nzJj2zmrtXGW2Flo3kXQoR4PUWa/4xe1ce+uY3O16kkUswTt07X5Z6WZnzp56Vu2PRMUAFbSQkuf5/sHxFORXSEKeB57366/k+SThnV+88/yOEEVRBBERqZZG7gBERCQvFgERkcqxCIiIVI5FQESkciwCIiKVYxEQEakci4CISOXmyB0gUF1ddyAIn+8CoddHw+PplTHRxJScj9kCo+RsgLLzMVtggsmm0UQgLm7hmGMztggEQRxRBEPTlEzJ+ZgtMErOBig7H7MFZjqycdEQEZHKsQiIiFSORUBEpHIsAiIilWMREBGpHIuAiEjlWARERCrHIiBFiomdj4SEGOkyEU2fGbtDGc0+MbHzMS/q849k4TM2AID9xSL0yBWKSAU4R0CKMS9qDgqfsUkFQEThwSIgIlI5FgERkcpNWgRdXV14/PHHkZeXh8LCQmzduhWdnZ0AgLNnz2L16tXIy8vDY489Bo/HI90v0DEiIgqvSYsgIiICmzZtgsPhgN1uR0pKCmprayEIAsrKylBRUQGHwwGTyYTa2loACHiMiIjCb9Ii0Ol0WLFihXQ9MzMTLpcLTqcTUVFRMJlMAACz2YyWlhYACHiMiIjCb0qbjwqCgCNHjiAnJwdutxuJiYnSWHx8PARBQHd3d8BjOp3O7yx6ffSoaUPbnSuVkvMpORug3HxKzTVEyfmYLTDTkW1KRbB7924sWLAA69atw4kTJ0IeZio8nt4RJ2hISIhBR4dytzZXcj6lZJvoA66EfPdSyus2HiXnY7bABJNNo4kY8wc0MIUisFqtuHbtGurr66HRaGAwGOByuaTxzs5OaDQa6HS6gMdIfe7diYyIws+vzUf37dsHp9OJuro6aLVaAEBGRgb6+vrQ3t4OAGhsbER+fn5QY6Q+3ImMSH6T/hS7dOkSDh06hNTUVJjNZgBAcnIy6urqUFNTA4vFgv7+fiQlJWHv3r0AAI1GE9AYERGF36RF8MADD+DChQtjji1fvhx2uz2kY0REFF7cs5iISOVYBEREKsciICJSORYBEZHKsQiIiFSOe/KQ4nk/843Y67ivfwA9tz+VMRHR7MIiIMXTzo0cscMZT11JFFpcNEREpHIsAiIilWMREBGpHIuAiEjlWARERCrHIiAiUjkWARGRyrEIiIhUzq8dyqxWKxwOBz7++GPY7XakpaXho48+wpNPPindpqenB729vXj77bcBADk5OdBqtYiKigIAlJaWIjs7GwBw9uxZVFRUjDgxjV6vD/VzIyIiP/hVBLm5uXj00Ufxs5/9TJqWnJwMm+3zvT2rqqrg8/lG3O/AgQNIS0sbMU0QBJSVlaG6uhomkwkHDx5EbW0tqqurg3keREQUIL8WDZlMJhgMhnHHvV4v7HY7HnnkkUkfy+l0IioqCiaTCQBgNpvR0tLiZ1wiIgq1kBxrqK2tDYsXL8bSpUtHTC8tLYUoisjKysL27dsRGxsLt9uNxMRE6Tbx8fEQBAHd3d3Q6XShiENERFMQkiJ4/fXXR80NNDQ0wGAwwOv1oqqqCpWVlaitrQ3FnwMA6PXRo6YNP0KlEik5n5KzjUUpeZWSYzxKzsdsgZmObEEXwY0bN3DmzBnU1NSMmD60KEmr1aK4uBhbtmyRprtcLul2nZ2d0Gg0U54b8Hh6IQiidD0hIQYdHco9JqWS88mZLdAPtRJeSyW/p4Cy8zFbYILJptFEjPkDGgjB5qNHjx7FypUrERcXJ027e/cuenoGw4qiiOPHj8NoNAIAMjIy0NfXh/b2dgBAY2Mj8vPzg41BREQB8muOYM+ePWhtbcWtW7ewYcMG6HQ6NDc3Axgsgp07d464vcfjQUlJCXw+HwRBwJIlS2CxWAAAGo0GNTU1sFgsIzYfJfWIiZ2PeVE8FQaRUvj1bSwvL0d5efmYYw6HY9S0lJQUNDU1jft4y5cvh91u9zMizTbzouZIJ5qxv1gkcxoi4p7FREQqxyIgIlI5FgERkcpxjR3NON7PfNJmp339A+i5/anMiYhmNhYBzTjauZEjVjYrc4tvopmDi4aIiFSORUBEpHIsAiIilWMREBGpHIuAiEjlWARERCrHIiAiUjkWARGRyrEIiIhUjkVARKRyLAIiIpXzqwisVitycnKQnp6OixcvStNzcnKQn5+PoqIiFBUV4a233pLGzp49i9WrVyMvLw+PPfYYPB6PX2NERBRefhVBbm4uGhoakJSUNGrswIEDsNlssNlsyM7OBgAIgoCysjJUVFTA4XDAZDKhtrZ20jEiIgo/v4rAZDLBYDD4/aBOpxNRUVEwmUwAALPZjJaWlknHiIgo/II+DHVpaSlEUURWVha2b9+O2NhYuN1uJCYmSreJj4+HIAjo7u6ecEyn0wUbh4iIpiioImhoaIDBYIDX60VVVRUqKyvDtphHr48eNW3oZCVKpeR8053N+5kP2rmR0/LYcr6uSn5PAWXnY7bATEe2oIpgaHGRVqtFcXExtmzZIk13uVzS7To7O6HRaKDT6SYcmwqPpxeCIErXExJi0NGh3FOUKDlfOLIlJMSMOJlMKMn1uir5PQWUnY/ZAhNMNo0mYswf0EAQm4/evXsXPT2DgURRxPHjx2E0GgEAGRkZ6OvrQ3t7OwCgsbER+fn5k44REVH4+TVHsGfPHrS2tuLWrVvYsGEDdDod6uvrUVJSAp/PB0EQsGTJElgsFgCARqNBTU0NLBYL+vv7kZSUhL179046RkRE4edXEZSXl6O8vHzU9KampnHvs3z5ctjt9imPERFReHHPYiIilWMREBGpHIuAiEjlWARERCrHIiAiUrmgDzFBJCfvZz5pT8u+/gH03P5U5kREMw+LgGY07dzIEXssK3N/UCJl46IhIiKVYxEQEakci4CISOVYBEREKsciICJSORYBEZHKsQiIiFSORUBEpHIsAiIilfNrz2Kr1QqHw4GPP/4YdrsdaWlp6OrqwrPPPosPPvgAWq0W999/PyorKxEfHw8ASE9PR1paGjSawa6pqalBeno6AKCtrQ01NTXw+XxYunQpqqurMX/+/Gl6ikRENBG/5ghyc3PR0NCApKQkaVpERAQ2bdoEh8MBu92OlJQU1NbWjrhfY2MjbDYbbDabVAJ37tzBrl27UF9fjxMnTmDhwoU4fPhwCJ8SERFNhV9FYDKZYDAYRkzT6XRYsWKFdD0zMxMul2vSx3rzzTeRkZGB1NRUAIDZbMYbb7wxhchERBRKITnonCAIOHLkCHJyckZMX79+PXw+Hx588EGUlJRAq9XC7XYjMTFRuk1iYiLcbncoYhARUQBCUgS7d+/GggULsG7dOmnaqVOnYDAY0Nvbi7KyMtTV1eHpp58OxZ8DAOj10aOmDR2OWKmUnE/J2aYi3M9D6a+bkvMxW2CmI1vQRWC1WnHt2jXU19dLK4YBSIuSoqOjsWbNGrzyyivS9NOnT0u3c7lcoxY7+cPj6YUgiNL1hIQYdHQo9yDESs4Xjmzh+mKF8zVW8nsKKDsfswUmmGwaTcSYP6CBIDcf3bdvH5xOJ+rq6qDVaqXpn3zyCfr6+gAAAwMDcDgcMBqNAIDs7GycO3cOV69eBTC4Qvnhhx8OJgYREQXBrzmCPXv2oLW1Fbdu3cKGDRug0+mwf/9+HDp0CKmpqTCbzQCA5ORk1NXV4f3330dFRQUiIiIwMDCAZcuWYdu2bQAG5xAqKyvxxBNPQBAEGI1G7Ny5c/qeIRERTcivIigvL0d5efmo6RcuXBjz9suWLYPdbh/38VatWoVVq1b5GZGIiKYT9ywmIlI5FgERkcqxCIiIVI5FQESkciwCIiKVYxEQEakci4CISOVYBEREKsciICJSORYBEZHKheQw1ERjiYmdj3lR/IgRKR3nCGjazIuag8JnbCh8xiZ3FCKaAH+u0azh/cwnnfegr38APbc/lTkR0czAIqBZQzs3Upr7sL9YBGWeWoRIebhoiIhI5VgEREQqN2kRWK1W5OTkID09HRcvXpSmX7lyBWvXrkVeXh7Wrl0rnXoymDEiIgq/SYsgNzcXDQ0NSEpKGjHdYrGguLgYDocDxcXFqKioCHqMiIjCb9IiMJlMMBgMI6Z5PB6cP38eBQUFAICCggKcP38enZ2dAY8REZE8AtpqyO12Y/HixYiMjAQAREZGYtGiRXC73RBFMaCx+Pj4ED0lIiKaihm7+aheHz1q2tA25Eql5HxKzhaocDwnpb9uSs7HbIGZjmwBFYHBYMCNGzfg8/kQGRkJn8+HmzdvwmAwQBTFgMamyuPphSCI0vWEhBh0dCh3y3El55uubHJ/mab79VbyewooOx+zBSaYbBpNxJg/oIEANx/V6/UwGo04duwYAODYsWMwGo2Ij48PeIyIiOQx6RzBnj170Nrailu3bmHDhg3Q6XRobm7G888/jx07duDgwYOIjY2F1WqV7hPoGBERhd+kRVBeXo7y8vJR05csWYK//OUvY94n0DEiIgo/7llMRKRyLAIiIpVjERARqRyLgIhI5VgEREQqxyIgIlK5GXuICVImnrCeaObhHAGFFE9YTzTzsAiIiFSO8/A0K3k/80kHvevrH0DP7U9lTkSkXCwCmpW0cyOlxVP2F4ugzGNJEikDFw0REakci4CISOVYBEREKsciICJSORYBEZHKBbXV0EcffYQnn3xSut7T04Pe3l68/fbbyMnJgVarRVRUFACgtLQU2dnZAICzZ8+ioqIC/f39SEpKwt69e6HX64OJQkREAQqqCJKTk2Gzfb4HaVVVFXw+n3T9wIEDSEtLG3EfQRBQVlaG6upqmEwmHDx4ELW1taiurg4mChERBShki4a8Xi/sdjseeeSRCW/ndDoRFRUFk8kEADCbzWhpaQlVDCIimqKQ7VDW1taGxYsXY+nSpdK00tJSiKKIrKwsbN++HbGxsXC73UhMTJRuEx8fD0EQ0N3dDZ1OF6o4RETkp5AVweuvvz5ibqChoQEGgwFerxdVVVWorKxEbW1tqP4c9ProUdOGDimgVErOp+RsoTBdz0/pr5uS8zFbYKYjW0iK4MaNGzhz5gxqamqkaQaDAQCg1WpRXFyMLVu2SNNdLpd0u87OTmg0minPDXg8vRAEUbqekBCDjg7lHkhAyflCmU2pX6DpeO2V/J4Cys7HbIEJJptGEzHmD2ggROsIjh49ipUrVyIuLg4AcPfuXfT0DIYVRRHHjx+H0WgEAGRkZKCvrw/t7e0AgMbGRuTn54ciBhERBSAkcwRHjx7Fzp07pesejwclJSXw+XwQBAFLliyBxWIBAGg0GtTU1MBisYzYfJSIiOQRkiJwOBwjrqekpKCpqWnc2y9fvhx2uz0Uf5qIiILEPYuJiFSORUBEpHIsAiIilWMREBGpHE9VSbMez19MNDEWAc16PH8x0cS4aIiISOVYBEREKsciICJSORYBEZHKsQiIiFSORUBEpHLcfJSCFhM7H/Oi+FEimqk4R0BBmxc1B4XP2KRt9YloZmEREBGpHIuAiEjlgl6wm5OTA61Wi6ioKABAaWkpsrOzcfbsWVRUVIw4C5lerweACceIiCi8QjJHcODAAdhsNthsNmRnZ0MQBJSVlaGiogIOhwMmkwm1tbUAMOEYERGF37QsGnI6nYiKioLJZAIAmM1mtLS0TDpGREThF5Jt/kpLSyGKIrKysrB9+3a43W4kJiZK4/Hx8RAEAd3d3ROO6XS6UMQhIqIpCLoIGhoaYDAY4PV6UVVVhcrKSnzve98LRbYJ6fXRo6YNHXNeqZScT8nZQmn4uQm8n/mgnRsZ1OMp/XVTcj5mC8x0ZAu6CAwGAwBAq9WiuLgYW7ZswaOPPgqXyyXdprOzExqNBjqdDgaDYdyxqfB4eiEIonQ9ISEGHR3KPdK8kvMFm03JX5p73XtugmCft1LfU0DZ+ZgtMMFk02gixvwBDQS5juDu3bvo6RkMJYoijh8/DqPRiIyMDPT19aG9vR0A0NjYiPz8fACYcIyIiMIvqDkCj8eDkpIS+Hw+CIKAJUuWwGKxQKPRoKamBhaLZcQmogAmHCMiovALqghSUlLQ1NQ05tjy5ctht9unPEZEROHFPYuJiFSORUBEpHIsAiIileNB5CkgPAcB0ezBOQIKCM9BQDR7sAiIiFSORUBEpHIsAiIilWMREBGpHIuAiEjluP0fqdbwQ1L39Q+g5/anMicikgeLgFTr3kNSK/PAw0TTj4uGiIhUjkVARKRyLAIiIpVjERARqVxQK4u7urrw7LPP4oMPPoBWq8X999+PyspKxMfHIz09HWlpadBoBrumpqYG6enpAIC2tjbU1NTA5/Nh6dKlqK6uxvz584N/NkRENGVBzRFERERg06ZNcDgcsNvtSElJQW1trTTe2NgIm80Gm80mlcCdO3ewa9cu1NfX48SJE1i4cCEOHz4c3LMgCtLQpqQJCTGIieWPElKXoIpAp9NhxYoV0vXMzEy4XK4J7/Pmm28iIyMDqampAACz2Yw33ngjmBgUJjGx86V/lrPN0Kakhc/YeHhtUp2QfeIFQcCRI0eQk5MjTVu/fj18Ph8efPBBlJSUQKvVwu12IzExUbpNYmIi3G73lP+eXh89aprS/0EpOZ+/2YZvdz+b+ft6KPk9BZSdj9kCMx3ZQlYEu3fvxoIFC7Bu3ToAwKlTp2AwGNDb24uysjLU1dXh6aefDtWfg8fTC0EQpesJCTHo6FDuLkFKzudvNiV/OULN39dDqe8poOx8zBaYYLJpNBFj/oAGQrTVkNVqxbVr17B//35p5bDBYAAAREdHY82aNfjPf/4jTR+++Mjlckm3JSKi8Au6CPbt2wen04m6ujpotVoAwCeffIK+vj4AwMDAABwOB4xGIwAgOzsb586dw9WrVwEMrlB++OGHg41BREQBCmrR0KVLl3Do0CGkpqbCbDYDAJKTk7Fp0yZUVFQgIiICAwMDWLZsGbZt2wZgcA6hsrISTzzxBARBgNFoxM6dO4N/JkREFJCgiuCBBx7AhQsXxhyz2+3j3m/VqlVYtWpVMH+aiIhChNvJEd2Dh6cmtWEREN2Dh6cmteGxhoiIVI5zBEQT4GIiUgMWAdEEuJiI1IBFQBOKiZ3PY+8QzXJcR0ATmhc1RzoYGxHNTiwCIiKV4zw/kZ+Grzju9/oADB4EjCuRaaZjERD56d4Vx0OXX3+hgFsW0YzGIqBRuIJ4arhlEc10XEdAo3AFMZG68GcfUQhNdQe04XNfXKxEcmEREIXQ8MVEw9cd9Ht9iNJGjroMgOsaSHYsAgLA9QLTYbyVy/deHuv245VCIHMQ491nqtNp9uI3X8WGf+GH1gsAs//E9DPBeKUAjD0HAYz+Zw58fp7pqT7WZCu/WRazi2xFcOXKFezYsQPd3d3Q6XSwWq1ITU2VK44q8Z//zHDvnMVY04GJ/5lP5bHG+yzcO9c4lUVgLAtlk60ILBYLiouLUVRUBJvNhoqKCvzxj3+UKw7RjOfPP/OpGr7yG/CvXPzZ12LI8HLxp0TGuz2LJjiyFIHH48H58+fxyiuvAAAKCgqwe/dudHZ2Ij4+3q/H0Ggi/JqmJOHMFx09D1GTfMEAYFHc/Bl3WSk5lHZ5Oh5XOzcSG/e0AgAOl38/JI/zf8/lAvh8sdXwxx/r8v89lzuijCa7zb2f8fE+/+NevmcPcml6/wB6e/sA+Pf9Gn77YAz/W97PfAH/H5nofhGiKIoBPWoQnE4nnnvuOTQ3N0vTfvCDH2Dv3r1YunRpuOMQEakadygjIlI5WYrAYDDgxo0b8PkGD9zl8/lw8+ZNGAwGOeIQEamaLEWg1+thNBpx7NgxAMCxY8dgNBr9Xj9AREShI8s6AgC4fPkyduzYgdu3byM2NhZWqxVf/vKX5YhCRKRqshUBEREpA1cWExGpHIuAiEjlWARERCrHIiAiUrlZVwSvvfYa8vPzUVhYiKIiZR5I7fTp0zAajfjTn/4kdxTJb37zG+Tn52P16tUwm804d+6crHmuXLmCtWvXIi8vD2vXrsXVq1dlzTNcV1cXHn/8ceTl5aGwsBBbt25FZ2en3LFGefnll5Geno6LFy/KHUXS398Pi8WC73//+ygsLMSuXbvkjiQ5efIkfvjDH6KoqAirV69Ga2urbFmsVitycnJGvX/T9r0QZxGHwyEWFxeLPT09oiiKYkdHh8yJRuvp6RF//OMfi5s3bxZfe+01ueNI2traRK/XK13Ozc2VNc/69evFpqYmURRFsampSVy/fr2seYbr6uoS//3vf0vXX3jhBfFXv/qVjIlGczqd4saNG8WHHnpIvHDhgtxxJLt37xarqqpEQRBEUVTOd1QQBNFkMkmv1XvvvSdmZmaKPp9PljxnzpwRXS7XqPdvur4Xs2qO4A9/+AO2bt2K6OhoAMAXvvAFmRON9sILL2Djxo2Ii4uTO8oIDz30EObOnQsAyMzMxPXr1yEIgixZhg5KWFBQAGDwoITnz59XzK9unU6HFStWSNczMzPhcrlkTDSS1+tFZWUlnn/+ebmjjHDnzh00NTVh27ZtiIgYPACakr6jGo0GPT2DZ1/o6enBokWLoNHI8y/SZDKNOtLCdH4vZtWJaS5fvox3330XL730ErxeL8xmM37yk5/IHUvyt7/9DT09PcjPz8epU6fkjjOuhoYGfPe735XtS+B2u7F48WJERg4exTEyMhKLFi2C2+1W3N7ngiDgyJEjyMnJkTuK5KWXXsLq1auRnJwsd5QRPvzwQ+h0Orz88ss4ffo0Fi5ciG3btsFkMskdDREREdi/fz9+8YtfYMGCBbhz5w5+97vfyR1rhOn8XsyoIvjRj3407i+vf/7zn/D5fHC73fjzn/+Mrq4u/PSnP8WXvvQlfPOb35Q9X0tLC1588UXp0NvhNtlrN/Tham5uht1uR0NDQzjjzVi7d+/GggULsG7dOrmjAAD++9//wul0orS0VO4oo/h8Pnz44Yf46le/iueeew7vvvsufv7zn+PEiRPSXLxcBgYGcOjQIRw8eBBZWVl455138NRTT6G5uRkLFy6UNVs4zKgiOHr06ITjiYmJKCgogEajgV6vx7e//W3873//C1sRTJSvvb0dHR0dWLNmDYDBFY4nT55Ed3c3tm7dKmu2ISdOnMBvf/tbvPrqq7LOsg8/KGFkZKRiD0potVpx7do11NfXyzb3dK8zZ87g8uXLyM0dPOb/9evXsXHjRlRXV+M73/mOrNkMBgPmzJkjLdr4xje+gbi4OFy5cgVf+9rXZM323nvv4ebNm8jKygIAZGVlYf78+bh8+TK+/vWvy5ptyHR+L5Tx6Q2RgoICvPXWWwCAu3fv4p133sFXvvIVmVMNMplM+Ne//oW2tja0tbUhLy8PJSUlYSkBf5w8eRLV1dU4fPiw7IsUZsJBCfft2wen04m6ujpotVq540g2b96Mv//979Ln7L777sPhw4dlLwEAiI+Px4oVK/CPf/wDwOAWMB6PB/fff7/MyYD77rsP169fx/vvvw9gcDGzx+PBF7/4RZmTfW46vxez6lhDfX192LVrF86fPw8AKCoqwubNm2VONbYdO3YgIyNDMYsUvvWtb2Hu3LkjPlSvvvqqbCu1lXxQwkuXLqGgoACpqamYN28eACA5ORl1dXUyJxstJycH9fX1SEtLkzsKgMH1BL/+9a/R3d2NOXPm4KmnnsLKlSvljgUA+Otf/4rf//730orsX/7yl1i1apUsWfbs2YPW1lbcunULcXFx0Ol0aG5unrbvxawqAiIimrpZtWiIiIimjkVARKRyLAIiIpVjERARqRyLgIhI5VgEREQqxyIgIlI5FgERkcr9P0OEG9FwzSxAAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "ozdlyRyPTZkM",
        "outputId": "c6c4b1e6-44e5-4e87-e886-0e1c2a240fbd"
      },
      "source": [
        "dados['g-19'].hist(bins = 100)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9d516a610>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 35
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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HAIxmSxEUFRWptLRU3d3dkqTu7m6VlpbGfX4AALB4bDlHIEkXL15Uc3Ozrl69qoKCArW3t+tb3/qWHVEAwGi2FQEAID1wshgADEcRAIDhKAIAMBxFAACGM6IIOjs7VVNTo3vuuUd//OMfp41du3ZNP//5z/Xwww/L5/Pp9OnTNqWcWV9fnzZt2qTa2lr98Ic/1Kuvvmp3pDkdPnxYPp9PNTU1qq3NjAnV3n//fZWWlt7y3kgnv/rVr+Tz+bRx40bV19fr008/tTvSNH19faqrq1NVVZXq6up06dIluyPNamhoSE899ZSqqqpUU1OjrVu3anBw0O5YMf32t7/VunXrdP78+cX/4ZYBzp07Z124cMFqamqyDh8+PG3s1VdftX7xi19YlmVZfX191gMPPGCNjIzYEXNGW7ZsiWYeGRmxHnzwQevjjz+2OdXMenp6rIaGBisUClmWZVkDAwM2J4otFApZP/nJT6zNmzff8t5IJ6dOnbImJiaijysrK21ONN2mTZuso0ePWpZlWUePHrU2bdpkc6LZDQ0NWe+9917065deesl69tlnbUwUm9/vtxobG62HHnrIOnfu3KL/fCP2CO6++27deeedcjhufbl/+ctfVFdXJ0las2aNysrK9Pe//z3VEWeVlZWlUOjGBLljY2PKyspK2xvvXnvtNW3dulUrV66UJH3961+3OVFsL730khobG3XbbbfZHWVODz30kHJyciRJ69ev1+XLlxWJRGxOdcPkJJLV1dWSbkwi2dvbm7Zb2S6XS/fdd1/06/Xr16u/v9/GRHObmJjQzp079fzzzyftdxhRBHPp7+9XSUlJ9GuPx6PLly/bmGi65557TsePH1d5ebkqKirU2Nio1atX2x1rRhcvXtTHH3+s+vp6/fjHP9Zbb71ld6Q5/e1vf1MoFJLP57M7yrx0dHTowQcfnHHDxg6BQEC33367srNvzMyZnZ2tVatWKRAI2JwstkgkojfeeEMVFRV2R5nVb37zG23cuDGp/++XxCeU/ehHP5q10f/5z39G36DpKFb2N998U7W1tXryySd15coVbdq0SWVlZfrud7+b4qSxs4bDYQUCAf3pT3/S0NCQfvazn+mb3/ymvve976U46Q1z5T1x4oT2798fnQrdbvG+h48dO6auri51dHSkMt6StWvXLq1YsUKPPvqo3VFm9NFHH8nv92vHjh1J/T1Logj+/Oc/J7xscXGx/vOf/0QPtwQCgWm7jckWK/vhw4f117/+VZK0atUq3X///frggw9sKYJYWYuLi1VdXS2Hw6GioiI98MAD+uSTT2wrgrnynjlzRgMDA/rpT38q6cYJxNOnT2t4eFhbt25NVcSoeN7D77zzjn7961/r9ddfT6vDblMnkczOzs6YSSTb29v12Wef6eDBg2mzd3WzDz74QBcvXlRlZaUk6fLly2psbNSLL76o73//+4v2e9Lz1aeQz+fTm2++KUm6dOmSPv30U5WXl9uc6iurV6/Wu+++K0kaGRnRhx9+qLvuusvmVDOrrq6OZh0dHdWHH36ob3/72zanmpnX69W//vUvnTp1SqdOnVJVVZW2bdtmSwnE4/Tp03rxxRd16NChtDs0mImTSL788svy+/06cOCAcnNz7Y4zq82bN+sf//hH9H36jW98Q4cOHVrUEpAMmWuou7tbe/bs0dWrV5WTk6Ply5frtdde05133qnR0VE1Nzfr3//+txwOh5qamvSDH/zA7shRfr9fu3fv1ujoqK5fv65HHnkkbVdWY2Nj+uUvf6ne3l5JUm1trTZv3mxzqvg0NzerrKwsbQ8R3H///crJyZm2cn399dfT5iR3Jk0ieeHCBVVXV2vNmjXKy8uTdGOD68CBAzYni62iokIHDx7U3Xffvag/14giAADMzvhDQwBgOooAAAxHEQCA4SgCADAcRQAAhqMIAMBwFAEAGI4iAADD/T/vwhUQr40OmwAAAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "Nu31DipiUX7-",
        "outputId": "ba4da24c-6dc2-4715-9ea9-840d196f1b77"
      },
      "source": [
        "dados.describe()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>g-35</th>\n",
              "      <th>g-36</th>\n",
              "      <th>g-37</th>\n",
              "      <th>g-38</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <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>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           g-0  ...          c-98          c-99\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": 36
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 419
        },
        "id": "uROq2hWPVB7P",
        "outputId": "7419c30c-520d-476e-b868-ff5e28071e4e"
      },
      "source": [
        "dados[['g-0', 'g-1']]"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>23814 rows × 2 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "          g-0     g-1\n",
              "0      1.0620  0.5577\n",
              "1      0.0743  0.4087\n",
              "2      0.6280  0.5817\n",
              "3     -0.5138 -0.2491\n",
              "4     -0.3254 -0.4009\n",
              "...       ...     ...\n",
              "23809  0.1394 -0.0636\n",
              "23810 -1.3260  0.3478\n",
              "23811  0.3942  0.3756\n",
              "23812  0.6660  0.2324\n",
              "23813 -0.8598  1.0240\n",
              "\n",
              "[23814 rows x 2 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 37
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "2H2BnBErVWQt",
        "outputId": "ebab7719-cc47-4219-a4b2-3d1b3c14134a"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "\n",
              "    .dataframe tbody tr th {\n",
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              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>g-35</th>\n",
              "      <th>g-36</th>\n",
              "      <th>g-37</th>\n",
              "      <th>g-38</th>\n",
              "      <th>g-39</th>\n",
              "      <th>...</th>\n",
              "      <th>g-732</th>\n",
              "      <th>g-733</th>\n",
              "      <th>g-734</th>\n",
              "      <th>g-735</th>\n",
              "      <th>g-736</th>\n",
              "      <th>g-737</th>\n",
              "      <th>g-738</th>\n",
              "      <th>g-739</th>\n",
              "      <th>g-740</th>\n",
              "      <th>g-741</th>\n",
              "      <th>g-742</th>\n",
              "      <th>g-743</th>\n",
              "      <th>g-744</th>\n",
              "      <th>g-745</th>\n",
              "      <th>g-746</th>\n",
              "      <th>g-747</th>\n",
              "      <th>g-748</th>\n",
              "      <th>g-749</th>\n",
              "      <th>g-750</th>\n",
              "      <th>g-751</th>\n",
              "      <th>g-752</th>\n",
              "      <th>g-753</th>\n",
              "      <th>g-754</th>\n",
              "      <th>g-755</th>\n",
              "      <th>g-756</th>\n",
              "      <th>g-757</th>\n",
              "      <th>g-758</th>\n",
              "      <th>g-759</th>\n",
              "      <th>g-760</th>\n",
              "      <th>g-761</th>\n",
              "      <th>g-762</th>\n",
              "      <th>g-763</th>\n",
              "      <th>g-764</th>\n",
              "      <th>g-765</th>\n",
              "      <th>g-766</th>\n",
              "      <th>g-767</th>\n",
              "      <th>g-768</th>\n",
              "      <th>g-769</th>\n",
              "      <th>g-770</th>\n",
              "      <th>g-771</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>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>0.263569</td>\n",
              "      <td>-0.242638</td>\n",
              "      <td>0.110180</td>\n",
              "      <td>-0.039868</td>\n",
              "      <td>-0.064056</td>\n",
              "      <td>0.193629</td>\n",
              "      <td>0.004470</td>\n",
              "      <td>-0.187085</td>\n",
              "      <td>0.067186</td>\n",
              "      <td>0.006159</td>\n",
              "      <td>-0.201189</td>\n",
              "      <td>-0.243317</td>\n",
              "      <td>0.548903</td>\n",
              "      <td>0.247065</td>\n",
              "      <td>0.085950</td>\n",
              "      <td>0.090544</td>\n",
              "      <td>0.215525</td>\n",
              "      <td>-0.007705</td>\n",
              "      <td>0.236954</td>\n",
              "      <td>0.022785</td>\n",
              "      <td>0.103224</td>\n",
              "      <td>0.048402</td>\n",
              "      <td>0.109367</td>\n",
              "      <td>-0.103262</td>\n",
              "      <td>0.004129</td>\n",
              "      <td>0.066211</td>\n",
              "      <td>0.072773</td>\n",
              "      <td>-0.033051</td>\n",
              "      <td>-0.400643</td>\n",
              "      <td>-0.338978</td>\n",
              "      <td>0.207299</td>\n",
              "      <td>0.009161</td>\n",
              "      <td>0.171027</td>\n",
              "      <td>0.002316</td>\n",
              "      <td>-0.209799</td>\n",
              "      <td>-0.076251</td>\n",
              "      <td>0.134162</td>\n",
              "      <td>-0.128018</td>\n",
              "      <td>-0.219210</td>\n",
              "      <td>0.101524</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>1.075809</td>\n",
              "      <td>1.309482</td>\n",
              "      <td>0.881283</td>\n",
              "      <td>0.917119</td>\n",
              "      <td>1.186966</td>\n",
              "      <td>1.212621</td>\n",
              "      <td>1.175611</td>\n",
              "      <td>1.182180</td>\n",
              "      <td>1.057292</td>\n",
              "      <td>0.996940</td>\n",
              "      <td>1.029370</td>\n",
              "      <td>1.378815</td>\n",
              "      <td>2.023791</td>\n",
              "      <td>1.639307</td>\n",
              "      <td>1.238753</td>\n",
              "      <td>0.961212</td>\n",
              "      <td>1.293783</td>\n",
              "      <td>0.966213</td>\n",
              "      <td>1.284074</td>\n",
              "      <td>1.015557</td>\n",
              "      <td>1.035968</td>\n",
              "      <td>1.048645</td>\n",
              "      <td>0.856080</td>\n",
              "      <td>1.175372</td>\n",
              "      <td>0.701031</td>\n",
              "      <td>0.996914</td>\n",
              "      <td>1.077310</td>\n",
              "      <td>1.579948</td>\n",
              "      <td>1.913468</td>\n",
              "      <td>1.701554</td>\n",
              "      <td>1.096488</td>\n",
              "      <td>1.200395</td>\n",
              "      <td>1.357701</td>\n",
              "      <td>1.052771</td>\n",
              "      <td>1.201918</td>\n",
              "      <td>1.115477</td>\n",
              "      <td>0.951264</td>\n",
              "      <td>1.230636</td>\n",
              "      <td>1.326193</td>\n",
              "      <td>1.417674</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>-5.504000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-3.790000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-7.920000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.462000</td>\n",
              "      <td>-6.634000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-2.912000</td>\n",
              "      <td>-9.833000</td>\n",
              "      <td>-7.227000</td>\n",
              "      <td>-5.561000</td>\n",
              "      <td>-8.393000</td>\n",
              "      <td>-5.790000</td>\n",
              "      <td>-4.915000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-7.918000</td>\n",
              "      <td>-5.255000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-6.264000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.505000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.193000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.795000</td>\n",
              "      <td>-8.180000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.269000</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>-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>-0.390700</td>\n",
              "      <td>-0.565075</td>\n",
              "      <td>-0.433275</td>\n",
              "      <td>-0.498650</td>\n",
              "      <td>-0.526300</td>\n",
              "      <td>-0.430750</td>\n",
              "      <td>-0.488775</td>\n",
              "      <td>-0.593125</td>\n",
              "      <td>-0.498275</td>\n",
              "      <td>-0.489800</td>\n",
              "      <td>-0.564100</td>\n",
              "      <td>-0.538000</td>\n",
              "      <td>-0.464000</td>\n",
              "      <td>-0.521975</td>\n",
              "      <td>-0.488600</td>\n",
              "      <td>-0.442925</td>\n",
              "      <td>-0.457200</td>\n",
              "      <td>-0.477900</td>\n",
              "      <td>-0.458175</td>\n",
              "      <td>-0.479075</td>\n",
              "      <td>-0.478825</td>\n",
              "      <td>-0.489300</td>\n",
              "      <td>-0.327500</td>\n",
              "      <td>-0.576775</td>\n",
              "      <td>-0.278275</td>\n",
              "      <td>-0.492700</td>\n",
              "      <td>-0.501575</td>\n",
              "      <td>-0.526450</td>\n",
              "      <td>-0.507375</td>\n",
              "      <td>-0.559175</td>\n",
              "      <td>-0.433875</td>\n",
              "      <td>-0.502250</td>\n",
              "      <td>-0.537075</td>\n",
              "      <td>-0.508775</td>\n",
              "      <td>-0.606175</td>\n",
              "      <td>-0.506200</td>\n",
              "      <td>-0.353100</td>\n",
              "      <td>-0.544600</td>\n",
              "      <td>-0.554400</td>\n",
              "      <td>-0.523800</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>0.065650</td>\n",
              "      <td>-0.014100</td>\n",
              "      <td>0.030850</td>\n",
              "      <td>-0.001800</td>\n",
              "      <td>-0.008400</td>\n",
              "      <td>0.101400</td>\n",
              "      <td>0.033400</td>\n",
              "      <td>-0.001600</td>\n",
              "      <td>0.000850</td>\n",
              "      <td>0.014800</td>\n",
              "      <td>-0.044000</td>\n",
              "      <td>0.017400</td>\n",
              "      <td>0.000850</td>\n",
              "      <td>-0.015550</td>\n",
              "      <td>0.025350</td>\n",
              "      <td>0.017750</td>\n",
              "      <td>0.053450</td>\n",
              "      <td>0.027700</td>\n",
              "      <td>-0.002100</td>\n",
              "      <td>0.009500</td>\n",
              "      <td>-0.004450</td>\n",
              "      <td>-0.000050</td>\n",
              "      <td>0.002400</td>\n",
              "      <td>0.024250</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.005300</td>\n",
              "      <td>0.013600</td>\n",
              "      <td>0.001350</td>\n",
              "      <td>0.007350</td>\n",
              "      <td>0.038700</td>\n",
              "      <td>0.059600</td>\n",
              "      <td>-0.005900</td>\n",
              "      <td>-0.013600</td>\n",
              "      <td>-0.027700</td>\n",
              "      <td>-0.011850</td>\n",
              "      <td>0.009900</td>\n",
              "      <td>0.005400</td>\n",
              "      <td>0.000600</td>\n",
              "      <td>0.028700</td>\n",
              "      <td>-0.006500</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>0.646900</td>\n",
              "      <td>0.467900</td>\n",
              "      <td>0.543400</td>\n",
              "      <td>0.477200</td>\n",
              "      <td>0.497400</td>\n",
              "      <td>0.846400</td>\n",
              "      <td>0.573875</td>\n",
              "      <td>0.501675</td>\n",
              "      <td>0.519825</td>\n",
              "      <td>0.515000</td>\n",
              "      <td>0.412375</td>\n",
              "      <td>0.479400</td>\n",
              "      <td>0.646325</td>\n",
              "      <td>0.565200</td>\n",
              "      <td>0.610075</td>\n",
              "      <td>0.506975</td>\n",
              "      <td>0.671725</td>\n",
              "      <td>0.514175</td>\n",
              "      <td>0.524175</td>\n",
              "      <td>0.501325</td>\n",
              "      <td>0.516975</td>\n",
              "      <td>0.517475</td>\n",
              "      <td>0.375275</td>\n",
              "      <td>0.572250</td>\n",
              "      <td>0.251600</td>\n",
              "      <td>0.540950</td>\n",
              "      <td>0.530900</td>\n",
              "      <td>0.527900</td>\n",
              "      <td>0.475275</td>\n",
              "      <td>0.522075</td>\n",
              "      <td>0.648500</td>\n",
              "      <td>0.492150</td>\n",
              "      <td>0.522500</td>\n",
              "      <td>0.457000</td>\n",
              "      <td>0.483000</td>\n",
              "      <td>0.511175</td>\n",
              "      <td>0.409075</td>\n",
              "      <td>0.498500</td>\n",
              "      <td>0.496400</td>\n",
              "      <td>0.536950</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>10.000000</td>\n",
              "      <td>5.444000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.889000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.635000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.664000</td>\n",
              "      <td>9.566000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>3.497000</td>\n",
              "      <td>6.911000</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>5.323000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.533000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.008000</td>\n",
              "      <td>5.900000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.552000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.346000</td>\n",
              "      <td>5.444000</td>\n",
              "      <td>6.317000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.911000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 772 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                g-0           g-1  ...         g-770         g-771\n",
              "count  23814.000000  23814.000000  ...  23814.000000  23814.000000\n",
              "mean       0.248366     -0.095684  ...     -0.219210      0.101524\n",
              "std        1.393399      0.812363  ...      1.326193      1.417674\n",
              "min       -5.513000     -5.737000  ...    -10.000000    -10.000000\n",
              "25%       -0.473075     -0.562200  ...     -0.554400     -0.523800\n",
              "50%       -0.008850     -0.046600  ...      0.028700     -0.006500\n",
              "75%        0.525700      0.403075  ...      0.496400      0.536950\n",
              "max       10.000000      5.039000  ...     10.000000     10.000000\n",
              "\n",
              "[8 rows x 772 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 38
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "pcDNT5ZBV_CQ",
        "outputId": "a3359ed8-ca9b-4aa5-8c40-52bb0b86dfd4"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe().T['mean'].hist(bins = 30)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9d4c538d0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 39
        },
        {
          "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": "nbfLGowyfcqI",
        "outputId": "db30709c-bd41-4083-da73-ea1d11c7e0ed"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe().T['min'].hist(bins = 30)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9d5298650>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 40
        },
        {
          "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": "EQDPpxFufiG5",
        "outputId": "b383abe9-b869-40f1-cf63-855a5fa1b409"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe().T['max'].hist(bins = 30)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9d51dc090>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 41
        },
        {
          "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": "5YRMvhluisL5",
        "outputId": "79f5aaef-5a9c-4678-eff0-7ec1b0b25f5d"
      },
      "source": [
        "dados.loc[:,'c-0':'c-99'].describe().T['mean'].hist(bins = 50)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9d4f9d3d0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 42
        },
        {
          "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": 302
        },
        "id": "doHMxgRFkMtm",
        "outputId": "1bdd8468-ebb3-4866-dbf3-41c9255add05"
      },
      "source": [
        "sns.boxplot(x='g-0', data=dados)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9d4f06bd0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 43
        },
        {
          "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": 411
        },
        "id": "hzxzHt1cmFS7",
        "outputId": "a9d506da-1a18-4806-b983-8d3b93e98fa4"
      },
      "source": [
        "plt.figure(figsize=(8,6))\n",
        "sns.boxplot(y='g-0', x= 'tratamento', data=dados)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd9d49bfed0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 44
        },
        {
          "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": "zh2qa24mNwIt"
      },
      "source": [
        "###Desafio 01: Ordenar o grafico com countplot do menor para o maior\n",
        "\n",
        "###Desafio 02: Melhorar a visualização do grafico, alterando tamanho da fonte.\n",
        "\n",
        "###Desafio 03: Plotar os histogramas com seaborn.\n",
        "\n",
        "###Desafio 04: Estudar sobre as estatisticas retornadas no .describe()\n",
        "\n",
        "###Desafio 05: Refletir sobre a manipulação do tamanho das visualizações\n",
        "\n",
        "###Desafio 06: Fazer outras analises com o boxplot e até com o histograma, plotando mais de um na mesma celula\n",
        "\n",
        "###Desafio 07: Resumo do que aprendeu com os dados\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "LDFRqevl1Z3R"
      },
      "source": [
        "##Resolução dos desafios"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VNp1RZQA1iH2"
      },
      "source": [
        "###Desafio 01: Ordenar o grafico com countplot do menor ao maior"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 410
        },
        "id": "7_AXf8vO1j8b",
        "outputId": "3f1d2259-e74b-4c5a-fc18-82dc1e79e2f3"
      },
      "source": [
        "cod_compostos = dados['composto'].value_counts().index[5:0:-1]\n",
        "plt.figure(figsize=(8, 6))\n",
        "\n",
        "ax = sns.countplot(x = 'composto', data=dados.query('composto in @cod_compostos'), order= cod_compostos, palette='pastel')\n",
        "ax.set_title('Top 5 compostos')\n",
        "ax.set_ylabel('Quantidade')\n",
        "plt.show()"
      ],
      "execution_count": 108,
      "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": "W9l5-KXd_J8u"
      },
      "source": [
        "###Desafio 02: Melhorar a visualização do grafico, alterando tamanho da fonte."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 468
        },
        "id": "bQB2maBkD3-r",
        "outputId": "2f9a3417-7bb8-49b9-8d01-6188e36ae584"
      },
      "source": [
        "plt.figure(figsize=(10, 7))\n",
        "ax = sns.countplot(x = 'composto', data=dados.query('composto in @cod_compostos'), order= cod_compostos, palette='pastel')\n",
        "ax.set_title('Top 5 compostos', fontsize= 15, color='darkblue')\n",
        "ax.set_ylabel('Quantidade', fontsize= 15, color='darkblue')\n",
        "ax.set_xlabel('Compostos', fontsize= 15, color='darkblue')\n",
        "plt.show()"
      ],
      "execution_count": 109,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x504 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HJH06eSuDp-b"
      },
      "source": [
        "###Desafio 03: Plotar os histogramas com seaborn."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 414
        },
        "id": "HiubaOb9D4ob",
        "outputId": "340f78c0-36aa-4c89-f64c-b194d6b4d426"
      },
      "source": [
        "plt.figure(figsize=(8, 6))\n",
        "hist = dados.loc[:,'g-0':'g-771'].describe().T['mean']\n",
        "ax = sns.histplot(data= hist, bins=100)\n",
        "ax.set_title('Histograma', fontsize=15)\n",
        "ax.set_ylabel('Quantidade', fontsize=15)\n",
        "ax.set_xlabel('Dados', fontsize=15)\n",
        "plt.show()"
      ],
      "execution_count": 125,
      "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": "xGtgyY7mFFY5"
      },
      "source": [
        "###Desafio 04: Estudar sobre as estatisticas retornadas no .describe()"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "VpqGnPAtMa5Z",
        "outputId": "8b8fe7ab-cb46-472e-c0ce-ad6d3aea7efe"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe()"
      ],
      "execution_count": 95,
      "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>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>g-35</th>\n",
              "      <th>g-36</th>\n",
              "      <th>g-37</th>\n",
              "      <th>g-38</th>\n",
              "      <th>g-39</th>\n",
              "      <th>...</th>\n",
              "      <th>g-732</th>\n",
              "      <th>g-733</th>\n",
              "      <th>g-734</th>\n",
              "      <th>g-735</th>\n",
              "      <th>g-736</th>\n",
              "      <th>g-737</th>\n",
              "      <th>g-738</th>\n",
              "      <th>g-739</th>\n",
              "      <th>g-740</th>\n",
              "      <th>g-741</th>\n",
              "      <th>g-742</th>\n",
              "      <th>g-743</th>\n",
              "      <th>g-744</th>\n",
              "      <th>g-745</th>\n",
              "      <th>g-746</th>\n",
              "      <th>g-747</th>\n",
              "      <th>g-748</th>\n",
              "      <th>g-749</th>\n",
              "      <th>g-750</th>\n",
              "      <th>g-751</th>\n",
              "      <th>g-752</th>\n",
              "      <th>g-753</th>\n",
              "      <th>g-754</th>\n",
              "      <th>g-755</th>\n",
              "      <th>g-756</th>\n",
              "      <th>g-757</th>\n",
              "      <th>g-758</th>\n",
              "      <th>g-759</th>\n",
              "      <th>g-760</th>\n",
              "      <th>g-761</th>\n",
              "      <th>g-762</th>\n",
              "      <th>g-763</th>\n",
              "      <th>g-764</th>\n",
              "      <th>g-765</th>\n",
              "      <th>g-766</th>\n",
              "      <th>g-767</th>\n",
              "      <th>g-768</th>\n",
              "      <th>g-769</th>\n",
              "      <th>g-770</th>\n",
              "      <th>g-771</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>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>0.263569</td>\n",
              "      <td>-0.242638</td>\n",
              "      <td>0.110180</td>\n",
              "      <td>-0.039868</td>\n",
              "      <td>-0.064056</td>\n",
              "      <td>0.193629</td>\n",
              "      <td>0.004470</td>\n",
              "      <td>-0.187085</td>\n",
              "      <td>0.067186</td>\n",
              "      <td>0.006159</td>\n",
              "      <td>-0.201189</td>\n",
              "      <td>-0.243317</td>\n",
              "      <td>0.548903</td>\n",
              "      <td>0.247065</td>\n",
              "      <td>0.085950</td>\n",
              "      <td>0.090544</td>\n",
              "      <td>0.215525</td>\n",
              "      <td>-0.007705</td>\n",
              "      <td>0.236954</td>\n",
              "      <td>0.022785</td>\n",
              "      <td>0.103224</td>\n",
              "      <td>0.048402</td>\n",
              "      <td>0.109367</td>\n",
              "      <td>-0.103262</td>\n",
              "      <td>0.004129</td>\n",
              "      <td>0.066211</td>\n",
              "      <td>0.072773</td>\n",
              "      <td>-0.033051</td>\n",
              "      <td>-0.400643</td>\n",
              "      <td>-0.338978</td>\n",
              "      <td>0.207299</td>\n",
              "      <td>0.009161</td>\n",
              "      <td>0.171027</td>\n",
              "      <td>0.002316</td>\n",
              "      <td>-0.209799</td>\n",
              "      <td>-0.076251</td>\n",
              "      <td>0.134162</td>\n",
              "      <td>-0.128018</td>\n",
              "      <td>-0.219210</td>\n",
              "      <td>0.101524</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>1.075809</td>\n",
              "      <td>1.309482</td>\n",
              "      <td>0.881283</td>\n",
              "      <td>0.917119</td>\n",
              "      <td>1.186966</td>\n",
              "      <td>1.212621</td>\n",
              "      <td>1.175611</td>\n",
              "      <td>1.182180</td>\n",
              "      <td>1.057292</td>\n",
              "      <td>0.996940</td>\n",
              "      <td>1.029370</td>\n",
              "      <td>1.378815</td>\n",
              "      <td>2.023791</td>\n",
              "      <td>1.639307</td>\n",
              "      <td>1.238753</td>\n",
              "      <td>0.961212</td>\n",
              "      <td>1.293783</td>\n",
              "      <td>0.966213</td>\n",
              "      <td>1.284074</td>\n",
              "      <td>1.015557</td>\n",
              "      <td>1.035968</td>\n",
              "      <td>1.048645</td>\n",
              "      <td>0.856080</td>\n",
              "      <td>1.175372</td>\n",
              "      <td>0.701031</td>\n",
              "      <td>0.996914</td>\n",
              "      <td>1.077310</td>\n",
              "      <td>1.579948</td>\n",
              "      <td>1.913468</td>\n",
              "      <td>1.701554</td>\n",
              "      <td>1.096488</td>\n",
              "      <td>1.200395</td>\n",
              "      <td>1.357701</td>\n",
              "      <td>1.052771</td>\n",
              "      <td>1.201918</td>\n",
              "      <td>1.115477</td>\n",
              "      <td>0.951264</td>\n",
              "      <td>1.230636</td>\n",
              "      <td>1.326193</td>\n",
              "      <td>1.417674</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>-5.504000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-3.790000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-7.920000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.462000</td>\n",
              "      <td>-6.634000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-2.912000</td>\n",
              "      <td>-9.833000</td>\n",
              "      <td>-7.227000</td>\n",
              "      <td>-5.561000</td>\n",
              "      <td>-8.393000</td>\n",
              "      <td>-5.790000</td>\n",
              "      <td>-4.915000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-7.918000</td>\n",
              "      <td>-5.255000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-6.264000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.505000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.193000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.795000</td>\n",
              "      <td>-8.180000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.269000</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>-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>-0.390700</td>\n",
              "      <td>-0.565075</td>\n",
              "      <td>-0.433275</td>\n",
              "      <td>-0.498650</td>\n",
              "      <td>-0.526300</td>\n",
              "      <td>-0.430750</td>\n",
              "      <td>-0.488775</td>\n",
              "      <td>-0.593125</td>\n",
              "      <td>-0.498275</td>\n",
              "      <td>-0.489800</td>\n",
              "      <td>-0.564100</td>\n",
              "      <td>-0.538000</td>\n",
              "      <td>-0.464000</td>\n",
              "      <td>-0.521975</td>\n",
              "      <td>-0.488600</td>\n",
              "      <td>-0.442925</td>\n",
              "      <td>-0.457200</td>\n",
              "      <td>-0.477900</td>\n",
              "      <td>-0.458175</td>\n",
              "      <td>-0.479075</td>\n",
              "      <td>-0.478825</td>\n",
              "      <td>-0.489300</td>\n",
              "      <td>-0.327500</td>\n",
              "      <td>-0.576775</td>\n",
              "      <td>-0.278275</td>\n",
              "      <td>-0.492700</td>\n",
              "      <td>-0.501575</td>\n",
              "      <td>-0.526450</td>\n",
              "      <td>-0.507375</td>\n",
              "      <td>-0.559175</td>\n",
              "      <td>-0.433875</td>\n",
              "      <td>-0.502250</td>\n",
              "      <td>-0.537075</td>\n",
              "      <td>-0.508775</td>\n",
              "      <td>-0.606175</td>\n",
              "      <td>-0.506200</td>\n",
              "      <td>-0.353100</td>\n",
              "      <td>-0.544600</td>\n",
              "      <td>-0.554400</td>\n",
              "      <td>-0.523800</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>0.065650</td>\n",
              "      <td>-0.014100</td>\n",
              "      <td>0.030850</td>\n",
              "      <td>-0.001800</td>\n",
              "      <td>-0.008400</td>\n",
              "      <td>0.101400</td>\n",
              "      <td>0.033400</td>\n",
              "      <td>-0.001600</td>\n",
              "      <td>0.000850</td>\n",
              "      <td>0.014800</td>\n",
              "      <td>-0.044000</td>\n",
              "      <td>0.017400</td>\n",
              "      <td>0.000850</td>\n",
              "      <td>-0.015550</td>\n",
              "      <td>0.025350</td>\n",
              "      <td>0.017750</td>\n",
              "      <td>0.053450</td>\n",
              "      <td>0.027700</td>\n",
              "      <td>-0.002100</td>\n",
              "      <td>0.009500</td>\n",
              "      <td>-0.004450</td>\n",
              "      <td>-0.000050</td>\n",
              "      <td>0.002400</td>\n",
              "      <td>0.024250</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.005300</td>\n",
              "      <td>0.013600</td>\n",
              "      <td>0.001350</td>\n",
              "      <td>0.007350</td>\n",
              "      <td>0.038700</td>\n",
              "      <td>0.059600</td>\n",
              "      <td>-0.005900</td>\n",
              "      <td>-0.013600</td>\n",
              "      <td>-0.027700</td>\n",
              "      <td>-0.011850</td>\n",
              "      <td>0.009900</td>\n",
              "      <td>0.005400</td>\n",
              "      <td>0.000600</td>\n",
              "      <td>0.028700</td>\n",
              "      <td>-0.006500</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>0.646900</td>\n",
              "      <td>0.467900</td>\n",
              "      <td>0.543400</td>\n",
              "      <td>0.477200</td>\n",
              "      <td>0.497400</td>\n",
              "      <td>0.846400</td>\n",
              "      <td>0.573875</td>\n",
              "      <td>0.501675</td>\n",
              "      <td>0.519825</td>\n",
              "      <td>0.515000</td>\n",
              "      <td>0.412375</td>\n",
              "      <td>0.479400</td>\n",
              "      <td>0.646325</td>\n",
              "      <td>0.565200</td>\n",
              "      <td>0.610075</td>\n",
              "      <td>0.506975</td>\n",
              "      <td>0.671725</td>\n",
              "      <td>0.514175</td>\n",
              "      <td>0.524175</td>\n",
              "      <td>0.501325</td>\n",
              "      <td>0.516975</td>\n",
              "      <td>0.517475</td>\n",
              "      <td>0.375275</td>\n",
              "      <td>0.572250</td>\n",
              "      <td>0.251600</td>\n",
              "      <td>0.540950</td>\n",
              "      <td>0.530900</td>\n",
              "      <td>0.527900</td>\n",
              "      <td>0.475275</td>\n",
              "      <td>0.522075</td>\n",
              "      <td>0.648500</td>\n",
              "      <td>0.492150</td>\n",
              "      <td>0.522500</td>\n",
              "      <td>0.457000</td>\n",
              "      <td>0.483000</td>\n",
              "      <td>0.511175</td>\n",
              "      <td>0.409075</td>\n",
              "      <td>0.498500</td>\n",
              "      <td>0.496400</td>\n",
              "      <td>0.536950</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>10.000000</td>\n",
              "      <td>5.444000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.889000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.635000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.664000</td>\n",
              "      <td>9.566000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>3.497000</td>\n",
              "      <td>6.911000</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>5.323000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.533000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.008000</td>\n",
              "      <td>5.900000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.552000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.346000</td>\n",
              "      <td>5.444000</td>\n",
              "      <td>6.317000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.911000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 772 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                g-0           g-1  ...         g-770         g-771\n",
              "count  23814.000000  23814.000000  ...  23814.000000  23814.000000\n",
              "mean       0.248366     -0.095684  ...     -0.219210      0.101524\n",
              "std        1.393399      0.812363  ...      1.326193      1.417674\n",
              "min       -5.513000     -5.737000  ...    -10.000000    -10.000000\n",
              "25%       -0.473075     -0.562200  ...     -0.554400     -0.523800\n",
              "50%       -0.008850     -0.046600  ...      0.028700     -0.006500\n",
              "75%        0.525700      0.403075  ...      0.496400      0.536950\n",
              "max       10.000000      5.039000  ...     10.000000     10.000000\n",
              "\n",
              "[8 rows x 772 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 95
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "aNKkQ6P7Nw2g"
      },
      "source": [
        "**count =** Quantidade de valores ou linhas\n",
        "\n",
        "**mean =** Média aritmética da amostra\n",
        "\n",
        "**std =** Desvio padrão entorno da média\n",
        "\n",
        "**min =** Valor minimo da amostra\n",
        "\n",
        "**25%, 50%, 75% =** Demonstração da forma de distribuição da amostra\n",
        "\n",
        "**max =** Valor maximo da amostra\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WChQ9xsmM5sV"
      },
      "source": [
        "###Desafio 05: Refletir sobre a manipulação do tamanho das visualizações"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "R2NThhydgxnr"
      },
      "source": [
        "Concluímos que a visualização gráfica depende do tipo e tamanho dos dados que estamos estudando.Também podemos pensar que em alguns casos, o gráfico pode ficar melhor apresentado de uma maneira enxuta, mas em outros casos não. \n",
        "Cabe a nós avaliarmos qual é a melhor solução."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WOXXKDaQNAhn"
      },
      "source": [
        "###Desafio 06: Fazer outras analises com o boxplot e até com o histograma, plotando mais de um na mesma celula"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 539
        },
        "id": "6wg_A-OVNCC4",
        "outputId": "b843b727-2e6a-4e95-8214-98f5795c9178"
      },
      "source": [
        "fig, axes = plt.subplots(1, 2, figsize=(18, 8), sharey=True)\n",
        "\n",
        "# Tratamento\n",
        "sns.boxplot(ax=axes[0], y='g-0', x='tratamento' , data=dados)\n",
        "axes[0].set_title('Análise tratamento', fontsize=15)\n",
        "axes[0].set_xlabel('Tipos de Tratamentos',fontsize=12)\n",
        "axes[0].set_ylabel('Valores G-0',fontsize=12)\n",
        "\n",
        "# Tempo\n",
        "sns.boxplot(ax=axes[1], y='g-0', x='tempo' , data=dados)\n",
        "axes[1].set_title('Análise tempo', fontsize=15)\n",
        "axes[1].set_xlabel('Tempo',fontsize=12)\n",
        "axes[1].set_ylabel('Valores G-0',fontsize=12)"
      ],
      "execution_count": 143,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0, 0.5, 'Valores G-0')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 143
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 1296x576 with 2 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "DE_ONM0yNnla"
      },
      "source": [
        "###Desafio 07: Resumo do que aprendeu com os dados"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "65iSYk4-bFvp"
      },
      "source": [
        "Com esta aula conseguimos aprender a como encontrar melhores formas de realizar analises com graficos, melhorando a visualização para melhor compreenção dos dados"
      ]
    }
  ]
}