Aula1.ipynb

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  "metadata": {
    "colab": {
      "name": "Untitled0 (2).ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "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/EduardoNicolini/IMERSAO-DADOS-ALURA-2021/blob/main/Aula1.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "_Lb6Pe6GuIRC"
      },
      "source": [
        "# **Imersão Ciência de Dados Alura**\n",
        "\n",
        "### **Aula1 - ANÁLISE DE DADOS, PYTHON, PANDAS E NOVOS FÁRMACOS**\n",
        "\n",
        "**Autor: Eduardo Nicolini**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VVYDEADjWYqn"
      },
      "source": [
        "#bibliotecas \n",
        "import pandas as pd\n",
        "\n",
        "# Biblioteca para plotar o grafico\n",
        "from matplotlib import pyplot as plt\n",
        "\n",
        "\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "W2wEP7Wmqyvb",
        "outputId": "8f81dff9-d63b-4194-da21-c6c883c0cb61"
      },
      "source": [
        "#URL coma base de dados\n",
        "url_dados = 'https://github.com/alura-cursos/imersaodados3/blob/main/dados/dados_experimentos.zip?raw=true'\n",
        "\n",
        "# Faz a leitura do arquivo zip\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",
              "      <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",
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              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
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              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
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              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
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              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
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              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
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              "      <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",
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              "      <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",
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              "      <td>0.6584</td>\n",
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              "    <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",
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              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
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              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
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              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>id_fffb70c0c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>ecf3b6b74</td>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "      <td>-0.3743</td>\n",
              "      <td>0.9905</td>\n",
              "      <td>-0.7178</td>\n",
              "      <td>0.6621</td>\n",
              "      <td>-0.2252</td>\n",
              "      <td>-0.5565</td>\n",
              "      <td>0.5112</td>\n",
              "      <td>0.6727</td>\n",
              "      <td>-0.1851</td>\n",
              "      <td>2.8650</td>\n",
              "      <td>-0.2140</td>\n",
              "      <td>-0.6153</td>\n",
              "      <td>0.8362</td>\n",
              "      <td>0.5584</td>\n",
              "      <td>-0.2589</td>\n",
              "      <td>0.1292</td>\n",
              "      <td>0.0148</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>-0.2182</td>\n",
              "      <td>-0.9235</td>\n",
              "      <td>0.0749</td>\n",
              "      <td>-1.5910</td>\n",
              "      <td>-0.8359</td>\n",
              "      <td>-0.9217</td>\n",
              "      <td>0.3013</td>\n",
              "      <td>0.1716</td>\n",
              "      <td>0.0880</td>\n",
              "      <td>0.1842</td>\n",
              "      <td>0.1835</td>\n",
              "      <td>0.5436</td>\n",
              "      <td>-0.0533</td>\n",
              "      <td>-0.0491</td>\n",
              "      <td>0.9543</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1410</td>\n",
              "      <td>1.2640</td>\n",
              "      <td>-0.8663</td>\n",
              "      <td>0.8129</td>\n",
              "      <td>-0.1514</td>\n",
              "      <td>-0.4652</td>\n",
              "      <td>-0.7390</td>\n",
              "      <td>-1.3270</td>\n",
              "      <td>0.9925</td>\n",
              "      <td>1.0570</td>\n",
              "      <td>-0.3355</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.8219</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>-0.2942</td>\n",
              "      <td>0.2408</td>\n",
              "      <td>-0.7781</td>\n",
              "      <td>-0.0929</td>\n",
              "      <td>-0.0329</td>\n",
              "      <td>0.0781</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>0.3188</td>\n",
              "      <td>-1.1080</td>\n",
              "      <td>0.4895</td>\n",
              "      <td>-0.2144</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.4444</td>\n",
              "      <td>-1.1130</td>\n",
              "      <td>0.4286</td>\n",
              "      <td>0.4426</td>\n",
              "      <td>0.0423</td>\n",
              "      <td>-0.3195</td>\n",
              "      <td>-0.8086</td>\n",
              "      <td>-0.9798</td>\n",
              "      <td>-0.2084</td>\n",
              "      <td>-0.1224</td>\n",
              "      <td>-0.2715</td>\n",
              "      <td>0.3689</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>id_ffffdd77b</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>972f41291</td>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>-0.1361</td>\n",
              "      <td>0.7952</td>\n",
              "      <td>-0.3611</td>\n",
              "      <td>-3.6750</td>\n",
              "      <td>-1.2420</td>\n",
              "      <td>0.9146</td>\n",
              "      <td>3.0790</td>\n",
              "      <td>1.2460</td>\n",
              "      <td>1.9460</td>\n",
              "      <td>1.4370</td>\n",
              "      <td>2.9780</td>\n",
              "      <td>2.2370</td>\n",
              "      <td>-0.6818</td>\n",
              "      <td>0.6870</td>\n",
              "      <td>-1.1060</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>-0.9247</td>\n",
              "      <td>-0.0738</td>\n",
              "      <td>-0.1919</td>\n",
              "      <td>-0.7722</td>\n",
              "      <td>-1.4050</td>\n",
              "      <td>-1.0050</td>\n",
              "      <td>-1.1170</td>\n",
              "      <td>-0.5293</td>\n",
              "      <td>-1.1720</td>\n",
              "      <td>-0.2885</td>\n",
              "      <td>0.1599</td>\n",
              "      <td>-0.4250</td>\n",
              "      <td>0.3591</td>\n",
              "      <td>-0.1420</td>\n",
              "      <td>-0.9530</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-1.8340</td>\n",
              "      <td>...</td>\n",
              "      <td>-6.9170</td>\n",
              "      <td>-1.8640</td>\n",
              "      <td>-2.5090</td>\n",
              "      <td>-4.7130</td>\n",
              "      <td>-1.7250</td>\n",
              "      <td>-3.8650</td>\n",
              "      <td>-3.0800</td>\n",
              "      <td>-4.1530</td>\n",
              "      <td>-1.2030</td>\n",
              "      <td>-1.1690</td>\n",
              "      <td>-4.1460</td>\n",
              "      <td>-1.2670</td>\n",
              "      <td>-1.1300</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>0.1591</td>\n",
              "      <td>-2.2490</td>\n",
              "      <td>-2.5860</td>\n",
              "      <td>-1.9520</td>\n",
              "      <td>-2.1810</td>\n",
              "      <td>-4.6690</td>\n",
              "      <td>-3.9450</td>\n",
              "      <td>-2.9560</td>\n",
              "      <td>-2.7930</td>\n",
              "      <td>-2.1560</td>\n",
              "      <td>-2.4100</td>\n",
              "      <td>-1.8190</td>\n",
              "      <td>-3.3480</td>\n",
              "      <td>-0.1414</td>\n",
              "      <td>-2.6430</td>\n",
              "      <td>-2.5810</td>\n",
              "      <td>-3.3890</td>\n",
              "      <td>-1.7450</td>\n",
              "      <td>-6.6300</td>\n",
              "      <td>-4.0950</td>\n",
              "      <td>-7.3860</td>\n",
              "      <td>-1.4160</td>\n",
              "      <td>-3.5770</td>\n",
              "      <td>-0.4775</td>\n",
              "      <td>-2.1500</td>\n",
              "      <td>-4.2520</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>23814 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "0      id_000644bb2     com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1      id_000779bfc     com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2      id_000a6266a     com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3      id_0015fd391     com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4      id_001626bd3     com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23810  id_fffb70c0c     com_droga     24   D2  ... -0.2084 -0.1224 -0.2715  0.3689\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "23813  id_ffffdd77b     com_droga     72   D1  ... -3.5770 -0.4775 -2.1500 -4.2520\n",
              "\n",
              "[23814 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QlvW2qD0rQdi",
        "outputId": "7dc63276-2844-4283-e6c2-79f37e2970c4"
      },
      "source": [
        "# Enumera Linhas e colunas\n",
        "dados.shape"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(23814, 877)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wI7KyQ5JdAyd",
        "outputId": "55af0ec7-8455-4944-f7a4-d12c0ae4b1f3"
      },
      "source": [
        "# Pega um unico valor na coluna 'droga'\n",
        "dados['droga'].unique()"
      ],
      "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": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "q4hpgt0FmXbM",
        "outputId": "0d0ad454-36f8-4e5e-8a7c-8450c3913ff2"
      },
      "source": [
        "#imprime 5 primeiras linhas \n",
        "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": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hiyGZCcSIppO",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "64bfb698-d55d-4456-882e-cb1c699802e7"
      },
      "source": [
        "# Normaliza e conta os valores que estão dentro da coluna\n",
        "dados['tratamento'].value_counts(normalize = True)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "com_droga       0.921643\n",
              "com_controle    0.078357\n",
              "Name: tratamento, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "yLXE7YWoI-Jt"
      },
      "source": [
        "**Desafio 01: Investigar por que a classe tratamento é tão desbalanceada?** \n",
        "\n",
        "Há maior quantidade de dados nas linhas com drogas pois é nessesario ter um volume de dados para comparar com os dados de controle.\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xRVNK2okLeUW"
      },
      "source": [
        "**Desafio 02: Plotar as 5 últimas linhas da tabela.**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "A-dm0U-JLkHE",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "outputId": "a2e3b840-bac6-4f74-e1f2-d6c10f08f2b7"
      },
      "source": [
        "#imprime 5 ultimas linhas \n",
        "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": 5
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HKkw7eY0M_11"
      },
      "source": [
        "**Desafio 04: Quantos tipos de drogas foram investigados.**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yCpfmqFvNlWz",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "b1d4e210-37fc-43bc-f3ea-42587fdbcb68"
      },
      "source": [
        "# Conta os valores que estão dentro da coluna 'droga'\n",
        "dados['droga'].value_counts()"
      ],
      "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",
              "758c4ac3d       1\n",
              "263b9a195       1\n",
              "b046f598b       1\n",
              "36dc71f82       1\n",
              "89ced6383       1\n",
              "Name: droga, Length: 3289, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "bcRj6z9nNscO"
      },
      "source": [
        "**Desafio 05: Procurar na documentação o método query(pandas)**\n",
        "\n",
        "Você pode consultar as colunas de um DataFrame com uma expressão booleana.\n",
        "\n",
        "https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.query.html"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "TeGzrU0DQKvV",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "outputId": "ecfc73a1-db45-4234-860e-010a4f2aac8b"
      },
      "source": [
        "# Consulta somente o tratamento com drogas somente com a dose D2 \n",
        "dados.query('tratamento == \"com_droga\" & dose == \"D2\" ')"
      ],
      "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>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>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>9</th>\n",
              "      <td>id_0023f063e</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>de7583071</td>\n",
              "      <td>-0.0630</td>\n",
              "      <td>0.2564</td>\n",
              "      <td>-0.5279</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>-0.0182</td>\n",
              "      <td>-1.5370</td>\n",
              "      <td>-0.2180</td>\n",
              "      <td>-0.0430</td>\n",
              "      <td>-0.0116</td>\n",
              "      <td>0.6565</td>\n",
              "      <td>-0.1618</td>\n",
              "      <td>-0.6742</td>\n",
              "      <td>0.7260</td>\n",
              "      <td>-0.8124</td>\n",
              "      <td>0.3477</td>\n",
              "      <td>0.2425</td>\n",
              "      <td>1.2030</td>\n",
              "      <td>-0.4435</td>\n",
              "      <td>0.8795</td>\n",
              "      <td>-0.2243</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.3758</td>\n",
              "      <td>-0.6869</td>\n",
              "      <td>0.2382</td>\n",
              "      <td>-0.8178</td>\n",
              "      <td>-0.7586</td>\n",
              "      <td>1.2330</td>\n",
              "      <td>1.0770</td>\n",
              "      <td>0.3447</td>\n",
              "      <td>-0.3917</td>\n",
              "      <td>0.3276</td>\n",
              "      <td>2.2610</td>\n",
              "      <td>-0.1933</td>\n",
              "      <td>0.2296</td>\n",
              "      <td>-0.1599</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5233</td>\n",
              "      <td>-0.0834</td>\n",
              "      <td>-0.8118</td>\n",
              "      <td>-0.4018</td>\n",
              "      <td>-1.2540</td>\n",
              "      <td>-0.9295</td>\n",
              "      <td>-0.5881</td>\n",
              "      <td>-0.8408</td>\n",
              "      <td>-0.1703</td>\n",
              "      <td>-0.0097</td>\n",
              "      <td>0.1205</td>\n",
              "      <td>-0.5683</td>\n",
              "      <td>-0.5235</td>\n",
              "      <td>-0.8461</td>\n",
              "      <td>-0.8039</td>\n",
              "      <td>-1.1390</td>\n",
              "      <td>-0.3498</td>\n",
              "      <td>-0.2183</td>\n",
              "      <td>-0.3053</td>\n",
              "      <td>-0.6116</td>\n",
              "      <td>-0.1504</td>\n",
              "      <td>-0.5320</td>\n",
              "      <td>-1.1000</td>\n",
              "      <td>-0.2852</td>\n",
              "      <td>-0.5361</td>\n",
              "      <td>-0.3377</td>\n",
              "      <td>-0.2916</td>\n",
              "      <td>-1.4360</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-1.0490</td>\n",
              "      <td>0.2201</td>\n",
              "      <td>0.5601</td>\n",
              "      <td>-0.3501</td>\n",
              "      <td>-1.4070</td>\n",
              "      <td>-0.1717</td>\n",
              "      <td>-1.1160</td>\n",
              "      <td>-0.8745</td>\n",
              "      <td>-0.2716</td>\n",
              "      <td>0.0189</td>\n",
              "      <td>-2.0000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>id_002452c7e</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>89dea2045</td>\n",
              "      <td>-0.2875</td>\n",
              "      <td>0.0322</td>\n",
              "      <td>-0.8863</td>\n",
              "      <td>-0.0016</td>\n",
              "      <td>-0.7471</td>\n",
              "      <td>-0.3890</td>\n",
              "      <td>-0.7827</td>\n",
              "      <td>-0.1934</td>\n",
              "      <td>0.7227</td>\n",
              "      <td>0.0086</td>\n",
              "      <td>0.3385</td>\n",
              "      <td>-0.8161</td>\n",
              "      <td>1.3800</td>\n",
              "      <td>-0.1154</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>0.0607</td>\n",
              "      <td>0.2425</td>\n",
              "      <td>0.9784</td>\n",
              "      <td>-0.3517</td>\n",
              "      <td>-0.9382</td>\n",
              "      <td>-0.4164</td>\n",
              "      <td>-0.5645</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>-0.3545</td>\n",
              "      <td>0.5206</td>\n",
              "      <td>0.0446</td>\n",
              "      <td>0.2734</td>\n",
              "      <td>0.9901</td>\n",
              "      <td>-0.0668</td>\n",
              "      <td>-1.2280</td>\n",
              "      <td>0.9931</td>\n",
              "      <td>-0.0938</td>\n",
              "      <td>-0.6165</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.8438</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.0407</td>\n",
              "      <td>0.6523</td>\n",
              "      <td>0.4882</td>\n",
              "      <td>0.3049</td>\n",
              "      <td>0.6439</td>\n",
              "      <td>0.4413</td>\n",
              "      <td>-0.3652</td>\n",
              "      <td>0.7670</td>\n",
              "      <td>-1.0200</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>1.2780</td>\n",
              "      <td>0.4764</td>\n",
              "      <td>0.9367</td>\n",
              "      <td>-0.2893</td>\n",
              "      <td>-0.3778</td>\n",
              "      <td>0.7664</td>\n",
              "      <td>0.1937</td>\n",
              "      <td>-0.3739</td>\n",
              "      <td>0.6929</td>\n",
              "      <td>-0.4707</td>\n",
              "      <td>0.3359</td>\n",
              "      <td>0.4557</td>\n",
              "      <td>-0.4657</td>\n",
              "      <td>-0.8399</td>\n",
              "      <td>0.7681</td>\n",
              "      <td>0.7488</td>\n",
              "      <td>-0.4314</td>\n",
              "      <td>-0.0011</td>\n",
              "      <td>-0.0923</td>\n",
              "      <td>0.4200</td>\n",
              "      <td>0.2050</td>\n",
              "      <td>-0.7286</td>\n",
              "      <td>0.4684</td>\n",
              "      <td>-0.1541</td>\n",
              "      <td>0.8135</td>\n",
              "      <td>1.4680</td>\n",
              "      <td>0.6648</td>\n",
              "      <td>0.0651</td>\n",
              "      <td>-0.0125</td>\n",
              "      <td>0.2600</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>id_0024bcd70</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>b877aa048</td>\n",
              "      <td>-0.3864</td>\n",
              "      <td>-0.5551</td>\n",
              "      <td>-0.8978</td>\n",
              "      <td>-0.2616</td>\n",
              "      <td>-0.2801</td>\n",
              "      <td>-0.7128</td>\n",
              "      <td>-0.2960</td>\n",
              "      <td>-0.1811</td>\n",
              "      <td>0.4521</td>\n",
              "      <td>1.6000</td>\n",
              "      <td>-0.2325</td>\n",
              "      <td>0.2750</td>\n",
              "      <td>-0.3063</td>\n",
              "      <td>0.4162</td>\n",
              "      <td>0.4514</td>\n",
              "      <td>-0.1926</td>\n",
              "      <td>-0.3090</td>\n",
              "      <td>0.2198</td>\n",
              "      <td>-0.5743</td>\n",
              "      <td>-0.3183</td>\n",
              "      <td>-0.4053</td>\n",
              "      <td>-0.5434</td>\n",
              "      <td>0.4164</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.5475</td>\n",
              "      <td>0.3858</td>\n",
              "      <td>0.0109</td>\n",
              "      <td>-0.4169</td>\n",
              "      <td>0.2151</td>\n",
              "      <td>0.3453</td>\n",
              "      <td>-0.7071</td>\n",
              "      <td>-0.0849</td>\n",
              "      <td>-0.2968</td>\n",
              "      <td>0.1824</td>\n",
              "      <td>0.8732</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.0314</td>\n",
              "      <td>-0.5320</td>\n",
              "      <td>0.0589</td>\n",
              "      <td>0.8906</td>\n",
              "      <td>0.6207</td>\n",
              "      <td>0.0469</td>\n",
              "      <td>0.3254</td>\n",
              "      <td>0.0787</td>\n",
              "      <td>0.2399</td>\n",
              "      <td>0.3990</td>\n",
              "      <td>0.1501</td>\n",
              "      <td>0.4105</td>\n",
              "      <td>0.3239</td>\n",
              "      <td>-0.5079</td>\n",
              "      <td>-0.7841</td>\n",
              "      <td>0.2495</td>\n",
              "      <td>-0.0202</td>\n",
              "      <td>0.7055</td>\n",
              "      <td>0.3081</td>\n",
              "      <td>0.2200</td>\n",
              "      <td>-0.5511</td>\n",
              "      <td>-0.1174</td>\n",
              "      <td>0.2932</td>\n",
              "      <td>0.6291</td>\n",
              "      <td>-0.9436</td>\n",
              "      <td>-1.0680</td>\n",
              "      <td>0.5833</td>\n",
              "      <td>-0.0413</td>\n",
              "      <td>0.1107</td>\n",
              "      <td>0.6545</td>\n",
              "      <td>0.2856</td>\n",
              "      <td>-0.1953</td>\n",
              "      <td>0.7269</td>\n",
              "      <td>-0.5909</td>\n",
              "      <td>-0.0241</td>\n",
              "      <td>0.0299</td>\n",
              "      <td>0.2731</td>\n",
              "      <td>0.6306</td>\n",
              "      <td>0.8285</td>\n",
              "      <td>0.3605</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</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>23801</th>\n",
              "      <td>id_fff26b3c2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>24c787f29</td>\n",
              "      <td>0.3480</td>\n",
              "      <td>0.8765</td>\n",
              "      <td>-0.7967</td>\n",
              "      <td>-0.3478</td>\n",
              "      <td>-0.1713</td>\n",
              "      <td>0.0767</td>\n",
              "      <td>-0.8824</td>\n",
              "      <td>0.1951</td>\n",
              "      <td>0.6134</td>\n",
              "      <td>0.1289</td>\n",
              "      <td>0.0680</td>\n",
              "      <td>1.1980</td>\n",
              "      <td>1.2380</td>\n",
              "      <td>0.0054</td>\n",
              "      <td>-0.3988</td>\n",
              "      <td>0.3584</td>\n",
              "      <td>0.2575</td>\n",
              "      <td>0.6421</td>\n",
              "      <td>-1.1430</td>\n",
              "      <td>-0.9284</td>\n",
              "      <td>-0.4181</td>\n",
              "      <td>-0.0056</td>\n",
              "      <td>0.0455</td>\n",
              "      <td>-0.0439</td>\n",
              "      <td>0.2297</td>\n",
              "      <td>0.7964</td>\n",
              "      <td>0.0264</td>\n",
              "      <td>0.9212</td>\n",
              "      <td>0.0927</td>\n",
              "      <td>-0.6201</td>\n",
              "      <td>0.5768</td>\n",
              "      <td>0.1512</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>-0.5207</td>\n",
              "      <td>-0.1600</td>\n",
              "      <td>...</td>\n",
              "      <td>-1.0240</td>\n",
              "      <td>-0.2381</td>\n",
              "      <td>-0.4362</td>\n",
              "      <td>-0.5436</td>\n",
              "      <td>-0.1360</td>\n",
              "      <td>0.7211</td>\n",
              "      <td>-0.0944</td>\n",
              "      <td>0.0039</td>\n",
              "      <td>-0.6567</td>\n",
              "      <td>0.2765</td>\n",
              "      <td>-1.0010</td>\n",
              "      <td>-0.3398</td>\n",
              "      <td>0.5229</td>\n",
              "      <td>-0.6251</td>\n",
              "      <td>1.3380</td>\n",
              "      <td>0.6903</td>\n",
              "      <td>-0.1613</td>\n",
              "      <td>0.5247</td>\n",
              "      <td>0.4961</td>\n",
              "      <td>0.4908</td>\n",
              "      <td>-1.3000</td>\n",
              "      <td>-0.0817</td>\n",
              "      <td>0.4904</td>\n",
              "      <td>-0.4431</td>\n",
              "      <td>0.0343</td>\n",
              "      <td>0.4565</td>\n",
              "      <td>0.4862</td>\n",
              "      <td>-0.6762</td>\n",
              "      <td>-0.3523</td>\n",
              "      <td>-1.6630</td>\n",
              "      <td>-0.6627</td>\n",
              "      <td>-0.1705</td>\n",
              "      <td>-0.4611</td>\n",
              "      <td>0.3560</td>\n",
              "      <td>-0.0867</td>\n",
              "      <td>0.0594</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>-0.0893</td>\n",
              "      <td>-0.5229</td>\n",
              "      <td>-0.9149</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23805</th>\n",
              "      <td>id_fff6df1c5</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>5628cb3ee</td>\n",
              "      <td>1.7380</td>\n",
              "      <td>-1.2900</td>\n",
              "      <td>-0.4533</td>\n",
              "      <td>-1.1640</td>\n",
              "      <td>-0.4841</td>\n",
              "      <td>-0.2392</td>\n",
              "      <td>-0.1774</td>\n",
              "      <td>-1.3980</td>\n",
              "      <td>-0.4059</td>\n",
              "      <td>0.1553</td>\n",
              "      <td>0.1083</td>\n",
              "      <td>-0.8020</td>\n",
              "      <td>-0.5039</td>\n",
              "      <td>-0.7167</td>\n",
              "      <td>-0.5016</td>\n",
              "      <td>-0.9369</td>\n",
              "      <td>-0.5864</td>\n",
              "      <td>-0.1009</td>\n",
              "      <td>0.8987</td>\n",
              "      <td>0.3389</td>\n",
              "      <td>-1.3460</td>\n",
              "      <td>-0.5087</td>\n",
              "      <td>-0.0892</td>\n",
              "      <td>-0.6559</td>\n",
              "      <td>0.0864</td>\n",
              "      <td>-0.6251</td>\n",
              "      <td>0.2471</td>\n",
              "      <td>-0.4523</td>\n",
              "      <td>-0.0389</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>0.0796</td>\n",
              "      <td>-0.2560</td>\n",
              "      <td>-0.7851</td>\n",
              "      <td>-0.1687</td>\n",
              "      <td>-1.2890</td>\n",
              "      <td>...</td>\n",
              "      <td>0.2866</td>\n",
              "      <td>0.3854</td>\n",
              "      <td>-0.4986</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.5843</td>\n",
              "      <td>0.0907</td>\n",
              "      <td>-0.9303</td>\n",
              "      <td>0.1981</td>\n",
              "      <td>0.6515</td>\n",
              "      <td>0.2877</td>\n",
              "      <td>0.4389</td>\n",
              "      <td>-0.3859</td>\n",
              "      <td>0.5203</td>\n",
              "      <td>-1.1070</td>\n",
              "      <td>2.3870</td>\n",
              "      <td>0.1820</td>\n",
              "      <td>-0.6434</td>\n",
              "      <td>-0.9722</td>\n",
              "      <td>-0.4200</td>\n",
              "      <td>-0.5693</td>\n",
              "      <td>1.0700</td>\n",
              "      <td>1.1110</td>\n",
              "      <td>-0.5117</td>\n",
              "      <td>-1.2130</td>\n",
              "      <td>0.3769</td>\n",
              "      <td>0.5296</td>\n",
              "      <td>1.0400</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>1.0150</td>\n",
              "      <td>-0.7669</td>\n",
              "      <td>0.2865</td>\n",
              "      <td>0.5974</td>\n",
              "      <td>-0.2727</td>\n",
              "      <td>0.1188</td>\n",
              "      <td>1.0770</td>\n",
              "      <td>-1.0250</td>\n",
              "      <td>0.1516</td>\n",
              "      <td>0.4503</td>\n",
              "      <td>-0.6312</td>\n",
              "      <td>-0.8302</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23806</th>\n",
              "      <td>id_fff790a17</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>47dd8f190</td>\n",
              "      <td>-0.1150</td>\n",
              "      <td>-0.8037</td>\n",
              "      <td>0.0988</td>\n",
              "      <td>-0.1301</td>\n",
              "      <td>0.2013</td>\n",
              "      <td>0.9126</td>\n",
              "      <td>0.2234</td>\n",
              "      <td>0.8321</td>\n",
              "      <td>0.0486</td>\n",
              "      <td>-0.4505</td>\n",
              "      <td>0.3666</td>\n",
              "      <td>-0.0418</td>\n",
              "      <td>0.5645</td>\n",
              "      <td>0.4406</td>\n",
              "      <td>0.5708</td>\n",
              "      <td>-0.0984</td>\n",
              "      <td>1.2150</td>\n",
              "      <td>-0.0770</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>0.7522</td>\n",
              "      <td>-0.3141</td>\n",
              "      <td>-0.2469</td>\n",
              "      <td>-0.5490</td>\n",
              "      <td>-0.1521</td>\n",
              "      <td>0.5957</td>\n",
              "      <td>-0.0912</td>\n",
              "      <td>0.4107</td>\n",
              "      <td>-0.0944</td>\n",
              "      <td>-0.1861</td>\n",
              "      <td>0.5627</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>-0.5673</td>\n",
              "      <td>0.2384</td>\n",
              "      <td>0.5478</td>\n",
              "      <td>0.3555</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1608</td>\n",
              "      <td>-0.2668</td>\n",
              "      <td>0.8981</td>\n",
              "      <td>-0.5505</td>\n",
              "      <td>0.5671</td>\n",
              "      <td>0.2905</td>\n",
              "      <td>0.8563</td>\n",
              "      <td>-0.4375</td>\n",
              "      <td>0.3678</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>0.4316</td>\n",
              "      <td>-0.6997</td>\n",
              "      <td>0.5957</td>\n",
              "      <td>0.1860</td>\n",
              "      <td>0.3508</td>\n",
              "      <td>0.2853</td>\n",
              "      <td>1.0110</td>\n",
              "      <td>0.0014</td>\n",
              "      <td>-0.2718</td>\n",
              "      <td>-0.1950</td>\n",
              "      <td>1.0390</td>\n",
              "      <td>-0.3072</td>\n",
              "      <td>0.8025</td>\n",
              "      <td>-0.1202</td>\n",
              "      <td>-1.0380</td>\n",
              "      <td>0.9099</td>\n",
              "      <td>0.2493</td>\n",
              "      <td>-0.7423</td>\n",
              "      <td>0.3864</td>\n",
              "      <td>1.2630</td>\n",
              "      <td>0.2358</td>\n",
              "      <td>0.1086</td>\n",
              "      <td>-0.1686</td>\n",
              "      <td>-0.3482</td>\n",
              "      <td>0.4121</td>\n",
              "      <td>0.5728</td>\n",
              "      <td>1.2630</td>\n",
              "      <td>0.7823</td>\n",
              "      <td>-0.6947</td>\n",
              "      <td>0.7277</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>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",
              "  </tbody>\n",
              "</table>\n",
              "<p>10752 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "4      id_001626bd3  com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "6      id_001bd861f  com_droga     24   D2  ...  2.4670  0.0357  0.1351 -0.3179\n",
              "9      id_0023f063e  com_droga     48   D2  ... -0.8745 -0.2716  0.0189 -2.0000\n",
              "10     id_002452c7e  com_droga     72   D2  ...  0.6648  0.0651 -0.0125  0.2600\n",
              "11     id_0024bcd70  com_droga     48   D2  ...  0.2731  0.6306  0.8285  0.3605\n",
              "...             ...        ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23801  id_fff26b3c2  com_droga     24   D2  ...  0.1421 -0.0893 -0.5229 -0.9149\n",
              "23805  id_fff6df1c5  com_droga     48   D2  ...  0.1516  0.4503 -0.6312 -0.8302\n",
              "23806  id_fff790a17  com_droga     48   D2  ...  1.2630  0.7823 -0.6947  0.7277\n",
              "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",
              "\n",
              "[10752 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 48
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PAmtsmQlWpxq"
      },
      "source": [
        "**Desafio 06: Renomear as colunas tirando o hífen**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2MqL4HGGWyqr",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "outputId": "98604f8a-656a-456d-b820-f4a731103a52"
      },
      "source": [
        "# Filtra as colunas e retira os - \n",
        "dados.columns = dados.columns.str.replace('-','')\n",
        "# Le o arquivo sem o hífen\n",
        "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",
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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",
              "      <th>g9</th>\n",
              "      <th>g10</th>\n",
              "      <th>g11</th>\n",
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              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
              "      <th>g28</th>\n",
              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             id tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "0  id_000644bb2  com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1  id_000779bfc  com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2  id_000a6266a  com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3  id_0015fd391  com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4  id_001626bd3  com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 50
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "K9bJpH04XSQT"
      },
      "source": [
        "**Desafio 07: Deixar os gráficos bonitões. (Matplotlib.pyplot)**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JM3GRLkHlCtc",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 315
        },
        "outputId": "e76f5220-9172-4b62-d5a8-c14689e4adaf"
      },
      "source": [
        "dados['tempo'].value_counts().plot.bar(color=['darkblue','gold','cyan'])\n",
        "\n",
        "plt.title('Gráfico Bonitão (Matplotlib.pyplot)')\n",
        "plt.xlabel(\"Horas Submetidas\")\n",
        "plt.ylabel(\"Quantidades\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0, 0.5, 'Quantidades')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 18
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2uPppsbQf5ot",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 300
        },
        "outputId": "135af528-7e76-4303-c661-4a783aaec327"
      },
      "source": [
        "eixoX = ['Com droga', 'Com comtrole']\n",
        "eixoY = dados.tratamento.value_counts()\n",
        "\n",
        "plt.xlabel('Grupos de tratamento', fontsize = 14)\n",
        "plt.ylabel('Números de experimentos', fontsize = 14)\n",
        "plt.title('Tipos de tratamento', fontsize = 14)\n",
        "\n",
        "plt.bar(eixoX, eixoY, color=['darkblue','gold','cyan'])\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uhtyWwM5qm7O"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}