Alura_ImersãoDados_Aula02.ipynb

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  "metadata": {
    "colab": {
      "name": "Alura_ImersãoDados-Aula02.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyMGDkHtd7Cb91QlSpQ6qMCl",
      "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/rcarasek/Alura-ImersaoDados/blob/main/Alura_Imers%C3%A3oDados_Aula02.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "7r8Sokb5QDHt"
      },
      "source": [
        "import pandas as pd\n",
        "url_dados = 'https://github.com/alura-cursos/imersaodados3/blob/main/dados/dados_experimentos.zip?raw=true'\n",
        "\n",
        "dados = pd.read_csv(url_dados, compression = 'zip')\n"
      ],
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "mVbM0HrtZoJd",
        "outputId": "d7d2c9e5-8d89-495e-ab30-fff5fa224f20"
      },
      "source": [
        " dados['tratamento'].unique()\n"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['com_droga', 'com_controle'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "l48UzEZWfCJu"
      },
      "source": [
        "mapa = {'droga': 'composto'}   #SmallMolecules\n",
        "dados.rename(columns=mapa, inplace=True)"
      ],
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "FcK--y_2k5Ob",
        "outputId": "10f6da2d-2a88-4e3c-e460-3e88461450ce"
      },
      "source": [
        "dados.head()"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>composto</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
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              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
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              "      <th>g-22</th>\n",
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              "      <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": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xjF_hMLrl9Mv"
      },
      "source": [
        "cod_compostos = dados['composto'].value_counts()[:5]   #do 0 ao 4"
      ],
      "execution_count": 7,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7hF0vSI8mfCd",
        "outputId": "6cea0a0f-d8dc-4d37-fbcb-fe497979996d"
      },
      "source": [
        "cod_compostos"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "cacb2b860    1866\n",
              "87d714366     718\n",
              "9f80f3f77     246\n",
              "8b87a7a83     203\n",
              "5628cb3ee     202\n",
              "Name: composto, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CZ0OUZczmslW",
        "outputId": "ffe47c0d-8a42-4e12-ddb9-6e82e3cdbd22"
      },
      "source": [
        "cod_compostos.index"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['cacb2b860', '87d714366', '9f80f3f77', '8b87a7a83', '5628cb3ee'], dtype='object')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "X7DRg-XJnKSb"
      },
      "source": [
        "dados_5mais = dados.query('composto in @cod_compostos.index')"
      ],
      "execution_count": 10,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CLowPtMIlAWv"
      },
      "source": [
        "import seaborn as sns"
      ],
      "execution_count": 11,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BT3VCqbKp8Uh"
      },
      "source": [
        "sns.set()"
      ],
      "execution_count": 12,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 302
        },
        "id": "vXQkOtniluL2",
        "outputId": "0cc85711-72d3-44d6-b53d-f4401f9f65e0"
      },
      "source": [
        "sns.countplot(x = 'composto', data = dados_5mais)"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4b84bc950>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 13
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 247
        },
        "id": "3OWDltd9pVmm",
        "outputId": "c1155e81-f300-454b-c098-e5e888d7b1f0"
      },
      "source": [
        "import seaborn as sns\n",
        "import matplotlib.pyplot as plt\n",
        "sns.set()\n",
        "plt.figure(figsize=(12,3))\n",
        "sns.countplot(x = 'composto', data = dados_5mais)\n"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4b89d0b50>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 14
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 864x216 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ln16HQeGr44S"
      },
      "source": [
        "## ordenar o grafico"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "tIYo3yc2sj9a",
        "outputId": "fd64788a-df69-4f52-e09b-d7b9983d597c"
      },
      "source": [
        "dados_5mais = dados.query('composto in @cod_compostos.index')\n",
        "dados_5mais"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>composto</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>id_0020d0484</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.2711</td>\n",
              "      <td>0.5133</td>\n",
              "      <td>-0.1327</td>\n",
              "      <td>2.5950</td>\n",
              "      <td>0.6980</td>\n",
              "      <td>0.5846</td>\n",
              "      <td>-0.2633</td>\n",
              "      <td>-2.1490</td>\n",
              "      <td>0.4881</td>\n",
              "      <td>1.4750</td>\n",
              "      <td>-0.0488</td>\n",
              "      <td>-0.0561</td>\n",
              "      <td>0.1641</td>\n",
              "      <td>0.1749</td>\n",
              "      <td>-0.3464</td>\n",
              "      <td>-0.1811</td>\n",
              "      <td>0.5685</td>\n",
              "      <td>1.2970</td>\n",
              "      <td>1.0510</td>\n",
              "      <td>-0.9585</td>\n",
              "      <td>0.7911</td>\n",
              "      <td>-0.2991</td>\n",
              "      <td>2.7420</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>-1.0240</td>\n",
              "      <td>0.7268</td>\n",
              "      <td>0.1590</td>\n",
              "      <td>-1.9730</td>\n",
              "      <td>1.1340</td>\n",
              "      <td>-2.5720</td>\n",
              "      <td>0.2068</td>\n",
              "      <td>0.9992</td>\n",
              "      <td>-0.1958</td>\n",
              "      <td>0.2262</td>\n",
              "      <td>1.0140</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2623</td>\n",
              "      <td>-0.5500</td>\n",
              "      <td>-0.0530</td>\n",
              "      <td>0.2077</td>\n",
              "      <td>-0.0825</td>\n",
              "      <td>0.2156</td>\n",
              "      <td>0.8142</td>\n",
              "      <td>1.0990</td>\n",
              "      <td>1.0860</td>\n",
              "      <td>0.4011</td>\n",
              "      <td>-0.1342</td>\n",
              "      <td>0.4653</td>\n",
              "      <td>-0.1104</td>\n",
              "      <td>0.3935</td>\n",
              "      <td>1.2370</td>\n",
              "      <td>-0.5072</td>\n",
              "      <td>0.0351</td>\n",
              "      <td>0.5084</td>\n",
              "      <td>-0.1248</td>\n",
              "      <td>0.4351</td>\n",
              "      <td>0.1389</td>\n",
              "      <td>0.6726</td>\n",
              "      <td>0.6070</td>\n",
              "      <td>0.3431</td>\n",
              "      <td>-0.4116</td>\n",
              "      <td>0.1194</td>\n",
              "      <td>0.3420</td>\n",
              "      <td>0.1331</td>\n",
              "      <td>0.8541</td>\n",
              "      <td>0.6282</td>\n",
              "      <td>0.3230</td>\n",
              "      <td>-0.4140</td>\n",
              "      <td>0.2532</td>\n",
              "      <td>0.0513</td>\n",
              "      <td>0.8600</td>\n",
              "      <td>1.4250</td>\n",
              "      <td>0.6633</td>\n",
              "      <td>0.4562</td>\n",
              "      <td>-0.9622</td>\n",
              "      <td>0.0260</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>id_002fb9c19</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>87d714366</td>\n",
              "      <td>8.7380</td>\n",
              "      <td>0.1914</td>\n",
              "      <td>2.4380</td>\n",
              "      <td>-0.2930</td>\n",
              "      <td>3.2010</td>\n",
              "      <td>1.4910</td>\n",
              "      <td>5.3920</td>\n",
              "      <td>-1.0420</td>\n",
              "      <td>-8.4860</td>\n",
              "      <td>-2.5790</td>\n",
              "      <td>-6.7470</td>\n",
              "      <td>3.6150</td>\n",
              "      <td>-1.4510</td>\n",
              "      <td>0.6909</td>\n",
              "      <td>-0.7623</td>\n",
              "      <td>-2.9400</td>\n",
              "      <td>-9.2850</td>\n",
              "      <td>-6.7110</td>\n",
              "      <td>-0.4195</td>\n",
              "      <td>1.1600</td>\n",
              "      <td>-1.3180</td>\n",
              "      <td>1.3660</td>\n",
              "      <td>-1.4020</td>\n",
              "      <td>-2.6220</td>\n",
              "      <td>0.7204</td>\n",
              "      <td>-2.5930</td>\n",
              "      <td>-4.0630</td>\n",
              "      <td>-0.8282</td>\n",
              "      <td>-3.5000</td>\n",
              "      <td>0.9206</td>\n",
              "      <td>-5.1450</td>\n",
              "      <td>9.8040</td>\n",
              "      <td>-2.6840</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>-0.1427</td>\n",
              "      <td>...</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-9.5910</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-8.5110</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-8.8870</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-10.0000</td>\n",
              "      <td>-4.9020</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-5.5520</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.7960</td>\n",
              "      <td>-8.1770</td>\n",
              "      <td>-9.8990</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-9.9840</td>\n",
              "      <td>-6.7840</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>id_0054388ec</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.6696</td>\n",
              "      <td>-0.2718</td>\n",
              "      <td>-1.2230</td>\n",
              "      <td>-0.6226</td>\n",
              "      <td>-0.7220</td>\n",
              "      <td>0.1588</td>\n",
              "      <td>0.7785</td>\n",
              "      <td>0.7062</td>\n",
              "      <td>-0.7951</td>\n",
              "      <td>1.3770</td>\n",
              "      <td>0.2856</td>\n",
              "      <td>-0.8331</td>\n",
              "      <td>0.3879</td>\n",
              "      <td>1.3290</td>\n",
              "      <td>-0.4746</td>\n",
              "      <td>0.0857</td>\n",
              "      <td>-0.2745</td>\n",
              "      <td>-0.1093</td>\n",
              "      <td>0.2603</td>\n",
              "      <td>0.7386</td>\n",
              "      <td>-0.6665</td>\n",
              "      <td>-1.6520</td>\n",
              "      <td>-0.9262</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.6310</td>\n",
              "      <td>-0.2933</td>\n",
              "      <td>0.2043</td>\n",
              "      <td>-2.2070</td>\n",
              "      <td>0.1383</td>\n",
              "      <td>-0.4966</td>\n",
              "      <td>0.6922</td>\n",
              "      <td>-0.4077</td>\n",
              "      <td>0.2303</td>\n",
              "      <td>-0.0456</td>\n",
              "      <td>-0.7447</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6976</td>\n",
              "      <td>-0.0178</td>\n",
              "      <td>0.3768</td>\n",
              "      <td>0.4318</td>\n",
              "      <td>-0.1051</td>\n",
              "      <td>0.3933</td>\n",
              "      <td>-0.3189</td>\n",
              "      <td>0.4128</td>\n",
              "      <td>-0.2116</td>\n",
              "      <td>-1.0410</td>\n",
              "      <td>0.7798</td>\n",
              "      <td>0.1579</td>\n",
              "      <td>1.7250</td>\n",
              "      <td>1.4490</td>\n",
              "      <td>0.9117</td>\n",
              "      <td>-0.0754</td>\n",
              "      <td>-0.8396</td>\n",
              "      <td>0.7640</td>\n",
              "      <td>1.2080</td>\n",
              "      <td>1.1890</td>\n",
              "      <td>0.2114</td>\n",
              "      <td>0.6335</td>\n",
              "      <td>0.3265</td>\n",
              "      <td>-0.1056</td>\n",
              "      <td>0.5478</td>\n",
              "      <td>0.7477</td>\n",
              "      <td>1.2340</td>\n",
              "      <td>0.5035</td>\n",
              "      <td>-0.6591</td>\n",
              "      <td>0.3023</td>\n",
              "      <td>0.6171</td>\n",
              "      <td>0.6405</td>\n",
              "      <td>0.5429</td>\n",
              "      <td>0.3562</td>\n",
              "      <td>1.3290</td>\n",
              "      <td>0.5573</td>\n",
              "      <td>0.8837</td>\n",
              "      <td>0.5534</td>\n",
              "      <td>0.8976</td>\n",
              "      <td>1.0050</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>id_0079af0fb</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.1636</td>\n",
              "      <td>-1.8230</td>\n",
              "      <td>-0.5211</td>\n",
              "      <td>0.3054</td>\n",
              "      <td>-1.1280</td>\n",
              "      <td>0.6041</td>\n",
              "      <td>0.3856</td>\n",
              "      <td>-0.1670</td>\n",
              "      <td>-0.5400</td>\n",
              "      <td>0.2721</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>0.0761</td>\n",
              "      <td>-0.4054</td>\n",
              "      <td>2.9760</td>\n",
              "      <td>-0.7679</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>0.0752</td>\n",
              "      <td>0.5943</td>\n",
              "      <td>0.4266</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.0410</td>\n",
              "      <td>-0.1131</td>\n",
              "      <td>0.6593</td>\n",
              "      <td>-0.6890</td>\n",
              "      <td>0.5115</td>\n",
              "      <td>-0.2512</td>\n",
              "      <td>-0.8775</td>\n",
              "      <td>-1.3810</td>\n",
              "      <td>0.1419</td>\n",
              "      <td>-0.0363</td>\n",
              "      <td>0.2559</td>\n",
              "      <td>2.5290</td>\n",
              "      <td>0.2853</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.3626</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.3420</td>\n",
              "      <td>0.2815</td>\n",
              "      <td>-0.7493</td>\n",
              "      <td>-0.2701</td>\n",
              "      <td>0.1205</td>\n",
              "      <td>0.2396</td>\n",
              "      <td>0.3506</td>\n",
              "      <td>-0.9233</td>\n",
              "      <td>0.2490</td>\n",
              "      <td>-0.0824</td>\n",
              "      <td>0.4841</td>\n",
              "      <td>1.1940</td>\n",
              "      <td>-1.1650</td>\n",
              "      <td>-0.4853</td>\n",
              "      <td>1.1080</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>0.7438</td>\n",
              "      <td>0.2050</td>\n",
              "      <td>-0.2761</td>\n",
              "      <td>-0.1748</td>\n",
              "      <td>0.3385</td>\n",
              "      <td>-0.3500</td>\n",
              "      <td>-0.0309</td>\n",
              "      <td>-0.0409</td>\n",
              "      <td>-0.0735</td>\n",
              "      <td>0.2732</td>\n",
              "      <td>-1.2100</td>\n",
              "      <td>0.0089</td>\n",
              "      <td>0.0317</td>\n",
              "      <td>0.4721</td>\n",
              "      <td>-0.3880</td>\n",
              "      <td>-0.6828</td>\n",
              "      <td>-0.6594</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.3571</td>\n",
              "      <td>-0.1319</td>\n",
              "      <td>0.2187</td>\n",
              "      <td>0.0737</td>\n",
              "      <td>0.6498</td>\n",
              "      <td>-1.4820</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>id_007bfbb91</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-1.3200</td>\n",
              "      <td>-1.7340</td>\n",
              "      <td>-0.0741</td>\n",
              "      <td>1.5440</td>\n",
              "      <td>-1.8290</td>\n",
              "      <td>-0.0951</td>\n",
              "      <td>0.3829</td>\n",
              "      <td>-1.8700</td>\n",
              "      <td>-0.0324</td>\n",
              "      <td>2.7670</td>\n",
              "      <td>-0.0438</td>\n",
              "      <td>-0.0147</td>\n",
              "      <td>0.1276</td>\n",
              "      <td>0.2968</td>\n",
              "      <td>-0.0704</td>\n",
              "      <td>-0.3767</td>\n",
              "      <td>2.5790</td>\n",
              "      <td>0.4069</td>\n",
              "      <td>-0.3868</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>1.8180</td>\n",
              "      <td>-2.9390</td>\n",
              "      <td>-0.1150</td>\n",
              "      <td>-0.8009</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>0.5412</td>\n",
              "      <td>-0.0804</td>\n",
              "      <td>-0.4444</td>\n",
              "      <td>2.9230</td>\n",
              "      <td>2.8270</td>\n",
              "      <td>-0.3437</td>\n",
              "      <td>1.6570</td>\n",
              "      <td>-1.9200</td>\n",
              "      <td>0.3442</td>\n",
              "      <td>1.7160</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4009</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2789</td>\n",
              "      <td>0.4465</td>\n",
              "      <td>0.9492</td>\n",
              "      <td>0.6385</td>\n",
              "      <td>1.5510</td>\n",
              "      <td>-0.1220</td>\n",
              "      <td>0.6688</td>\n",
              "      <td>0.4396</td>\n",
              "      <td>0.6947</td>\n",
              "      <td>0.9761</td>\n",
              "      <td>1.2430</td>\n",
              "      <td>1.4770</td>\n",
              "      <td>-0.0081</td>\n",
              "      <td>1.0040</td>\n",
              "      <td>1.4420</td>\n",
              "      <td>-0.3482</td>\n",
              "      <td>0.3297</td>\n",
              "      <td>1.2070</td>\n",
              "      <td>0.0524</td>\n",
              "      <td>0.5346</td>\n",
              "      <td>0.7643</td>\n",
              "      <td>0.4067</td>\n",
              "      <td>0.3817</td>\n",
              "      <td>0.4566</td>\n",
              "      <td>0.7736</td>\n",
              "      <td>0.5316</td>\n",
              "      <td>0.2790</td>\n",
              "      <td>0.9735</td>\n",
              "      <td>0.7412</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>0.7393</td>\n",
              "      <td>1.1020</td>\n",
              "      <td>0.3786</td>\n",
              "      <td>0.2636</td>\n",
              "      <td>-0.5751</td>\n",
              "      <td>0.3362</td>\n",
              "      <td>0.8543</td>\n",
              "      <td>0.9180</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23793</th>\n",
              "      <td>id_ffd26f361</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.6008</td>\n",
              "      <td>0.2781</td>\n",
              "      <td>-0.3319</td>\n",
              "      <td>-0.8782</td>\n",
              "      <td>0.9281</td>\n",
              "      <td>0.7535</td>\n",
              "      <td>0.5971</td>\n",
              "      <td>1.6350</td>\n",
              "      <td>-0.3146</td>\n",
              "      <td>0.4984</td>\n",
              "      <td>-1.1890</td>\n",
              "      <td>0.3772</td>\n",
              "      <td>-0.8196</td>\n",
              "      <td>0.1083</td>\n",
              "      <td>-2.0350</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.7586</td>\n",
              "      <td>-0.4024</td>\n",
              "      <td>-0.0449</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.2358</td>\n",
              "      <td>0.7919</td>\n",
              "      <td>-0.8775</td>\n",
              "      <td>0.4232</td>\n",
              "      <td>1.8460</td>\n",
              "      <td>-2.0940</td>\n",
              "      <td>0.1438</td>\n",
              "      <td>-0.6604</td>\n",
              "      <td>0.7243</td>\n",
              "      <td>0.0338</td>\n",
              "      <td>-0.0182</td>\n",
              "      <td>-0.2022</td>\n",
              "      <td>0.8827</td>\n",
              "      <td>0.3147</td>\n",
              "      <td>-0.9263</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1934</td>\n",
              "      <td>1.2240</td>\n",
              "      <td>-0.1178</td>\n",
              "      <td>0.1459</td>\n",
              "      <td>-0.1242</td>\n",
              "      <td>0.3106</td>\n",
              "      <td>-0.7959</td>\n",
              "      <td>0.5681</td>\n",
              "      <td>0.3663</td>\n",
              "      <td>0.4874</td>\n",
              "      <td>-0.0548</td>\n",
              "      <td>0.1810</td>\n",
              "      <td>1.3470</td>\n",
              "      <td>1.6210</td>\n",
              "      <td>-0.8260</td>\n",
              "      <td>0.3377</td>\n",
              "      <td>0.3264</td>\n",
              "      <td>0.9241</td>\n",
              "      <td>0.3012</td>\n",
              "      <td>1.2980</td>\n",
              "      <td>-0.2789</td>\n",
              "      <td>0.7019</td>\n",
              "      <td>-0.3528</td>\n",
              "      <td>0.7383</td>\n",
              "      <td>1.0300</td>\n",
              "      <td>0.6527</td>\n",
              "      <td>1.6750</td>\n",
              "      <td>-0.5046</td>\n",
              "      <td>0.2942</td>\n",
              "      <td>0.2950</td>\n",
              "      <td>1.2470</td>\n",
              "      <td>0.9569</td>\n",
              "      <td>-0.2065</td>\n",
              "      <td>-0.4918</td>\n",
              "      <td>0.7863</td>\n",
              "      <td>0.0504</td>\n",
              "      <td>0.8813</td>\n",
              "      <td>0.7757</td>\n",
              "      <td>-0.5272</td>\n",
              "      <td>0.7082</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23802</th>\n",
              "      <td>id_fff3976bd</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>87d714366</td>\n",
              "      <td>3.2890</td>\n",
              "      <td>2.1270</td>\n",
              "      <td>0.9770</td>\n",
              "      <td>2.0490</td>\n",
              "      <td>2.3170</td>\n",
              "      <td>-0.5355</td>\n",
              "      <td>-0.6357</td>\n",
              "      <td>-6.9060</td>\n",
              "      <td>-4.4830</td>\n",
              "      <td>-2.8400</td>\n",
              "      <td>-5.3310</td>\n",
              "      <td>0.6547</td>\n",
              "      <td>-2.2080</td>\n",
              "      <td>3.6030</td>\n",
              "      <td>0.6380</td>\n",
              "      <td>-2.1280</td>\n",
              "      <td>-3.1680</td>\n",
              "      <td>-4.2180</td>\n",
              "      <td>-0.3170</td>\n",
              "      <td>0.2140</td>\n",
              "      <td>-1.7660</td>\n",
              "      <td>-1.9700</td>\n",
              "      <td>-1.4820</td>\n",
              "      <td>-1.3710</td>\n",
              "      <td>-0.2628</td>\n",
              "      <td>-0.5276</td>\n",
              "      <td>-2.4160</td>\n",
              "      <td>-0.4638</td>\n",
              "      <td>-3.8630</td>\n",
              "      <td>-0.8880</td>\n",
              "      <td>-1.9850</td>\n",
              "      <td>2.0530</td>\n",
              "      <td>-1.4700</td>\n",
              "      <td>-3.3220</td>\n",
              "      <td>1.8800</td>\n",
              "      <td>...</td>\n",
              "      <td>-9.9170</td>\n",
              "      <td>-4.0200</td>\n",
              "      <td>-6.7560</td>\n",
              "      <td>-9.9170</td>\n",
              "      <td>-4.1240</td>\n",
              "      <td>-8.5110</td>\n",
              "      <td>-5.7500</td>\n",
              "      <td>-8.4760</td>\n",
              "      <td>-6.9470</td>\n",
              "      <td>-4.7650</td>\n",
              "      <td>-9.7690</td>\n",
              "      <td>-5.7900</td>\n",
              "      <td>-9.9170</td>\n",
              "      <td>-5.7450</td>\n",
              "      <td>-2.3570</td>\n",
              "      <td>-9.1190</td>\n",
              "      <td>-4.5980</td>\n",
              "      <td>-8.7760</td>\n",
              "      <td>-7.7980</td>\n",
              "      <td>-4.1620</td>\n",
              "      <td>-6.1510</td>\n",
              "      <td>-5.7400</td>\n",
              "      <td>-6.8700</td>\n",
              "      <td>-9.1000</td>\n",
              "      <td>-3.3360</td>\n",
              "      <td>-6.6420</td>\n",
              "      <td>-2.2750</td>\n",
              "      <td>-3.4720</td>\n",
              "      <td>-6.2670</td>\n",
              "      <td>-6.3980</td>\n",
              "      <td>-8.6300</td>\n",
              "      <td>-8.1490</td>\n",
              "      <td>-6.2900</td>\n",
              "      <td>-8.0970</td>\n",
              "      <td>-8.7330</td>\n",
              "      <td>-2.3780</td>\n",
              "      <td>-8.4480</td>\n",
              "      <td>-4.4550</td>\n",
              "      <td>-5.7930</td>\n",
              "      <td>-3.7000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23805</th>\n",
              "      <td>id_fff6df1c5</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>5628cb3ee</td>\n",
              "      <td>1.7380</td>\n",
              "      <td>-1.2900</td>\n",
              "      <td>-0.4533</td>\n",
              "      <td>-1.1640</td>\n",
              "      <td>-0.4841</td>\n",
              "      <td>-0.2392</td>\n",
              "      <td>-0.1774</td>\n",
              "      <td>-1.3980</td>\n",
              "      <td>-0.4059</td>\n",
              "      <td>0.1553</td>\n",
              "      <td>0.1083</td>\n",
              "      <td>-0.8020</td>\n",
              "      <td>-0.5039</td>\n",
              "      <td>-0.7167</td>\n",
              "      <td>-0.5016</td>\n",
              "      <td>-0.9369</td>\n",
              "      <td>-0.5864</td>\n",
              "      <td>-0.1009</td>\n",
              "      <td>0.8987</td>\n",
              "      <td>0.3389</td>\n",
              "      <td>-1.3460</td>\n",
              "      <td>-0.5087</td>\n",
              "      <td>-0.0892</td>\n",
              "      <td>-0.6559</td>\n",
              "      <td>0.0864</td>\n",
              "      <td>-0.6251</td>\n",
              "      <td>0.2471</td>\n",
              "      <td>-0.4523</td>\n",
              "      <td>-0.0389</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>0.0796</td>\n",
              "      <td>-0.2560</td>\n",
              "      <td>-0.7851</td>\n",
              "      <td>-0.1687</td>\n",
              "      <td>-1.2890</td>\n",
              "      <td>...</td>\n",
              "      <td>0.2866</td>\n",
              "      <td>0.3854</td>\n",
              "      <td>-0.4986</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.5843</td>\n",
              "      <td>0.0907</td>\n",
              "      <td>-0.9303</td>\n",
              "      <td>0.1981</td>\n",
              "      <td>0.6515</td>\n",
              "      <td>0.2877</td>\n",
              "      <td>0.4389</td>\n",
              "      <td>-0.3859</td>\n",
              "      <td>0.5203</td>\n",
              "      <td>-1.1070</td>\n",
              "      <td>2.3870</td>\n",
              "      <td>0.1820</td>\n",
              "      <td>-0.6434</td>\n",
              "      <td>-0.9722</td>\n",
              "      <td>-0.4200</td>\n",
              "      <td>-0.5693</td>\n",
              "      <td>1.0700</td>\n",
              "      <td>1.1110</td>\n",
              "      <td>-0.5117</td>\n",
              "      <td>-1.2130</td>\n",
              "      <td>0.3769</td>\n",
              "      <td>0.5296</td>\n",
              "      <td>1.0400</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>1.0150</td>\n",
              "      <td>-0.7669</td>\n",
              "      <td>0.2865</td>\n",
              "      <td>0.5974</td>\n",
              "      <td>-0.2727</td>\n",
              "      <td>0.1188</td>\n",
              "      <td>1.0770</td>\n",
              "      <td>-1.0250</td>\n",
              "      <td>0.1516</td>\n",
              "      <td>0.4503</td>\n",
              "      <td>-0.6312</td>\n",
              "      <td>-0.8302</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>3235 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "7      id_0020d0484     com_droga     48   D1  ...  0.6633  0.4562 -0.9622  0.0260\n",
              "16     id_002fb9c19     com_droga     48   D1  ... -9.9840 -9.9840 -9.9840 -6.7840\n",
              "25     id_0054388ec  com_controle     48   D1  ...  0.8837  0.5534  0.8976  1.0050\n",
              "38     id_0079af0fb  com_controle     24   D1  ...  0.2187  0.0737  0.6498 -1.4820\n",
              "40     id_007bfbb91  com_controle     24   D2  ... -0.5751  0.3362  0.8543  0.9180\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23793  id_ffd26f361  com_controle     48   D2  ...  0.8813  0.7757 -0.5272  0.7082\n",
              "23802  id_fff3976bd     com_droga     24   D1  ... -8.4480 -4.4550 -5.7930 -3.7000\n",
              "23805  id_fff6df1c5     com_droga     48   D2  ...  0.1516  0.4503 -0.6312 -0.8302\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "\n",
              "[3235 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 192
        },
        "id": "Dfmoxpq-rQms",
        "outputId": "2dd5cfb9-249c-4fdf-f898-0a8a8950248f"
      },
      "source": [
        "plt.figure(figsize=(12,2))\n",
        "ax = sns.countplot(x = 'composto', data = dados_5mais)\n",
        "ax.set_title('Top 5 compostos')\n",
        "plt.show()"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 864x144 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "GLTjnSWMsJE6",
        "outputId": "6f999cc4-e877-4fba-f0e2-1a68078735f6"
      },
      "source": [
        "dados['g-0'].hist(bins = 100)"
      ],
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4a8dc9e10>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 17
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "kRGCWV1V54Ml",
        "outputId": "468285af-b116-4d7c-9f1f-74e98bb91306"
      },
      "source": [
        "dados.describe()"
      ],
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>tempo</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>g-35</th>\n",
              "      <th>g-36</th>\n",
              "      <th>g-37</th>\n",
              "      <th>g-38</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>48.020156</td>\n",
              "      <td>0.248366</td>\n",
              "      <td>-0.095684</td>\n",
              "      <td>0.152253</td>\n",
              "      <td>0.081971</td>\n",
              "      <td>0.057347</td>\n",
              "      <td>-0.138836</td>\n",
              "      <td>0.035961</td>\n",
              "      <td>-0.202651</td>\n",
              "      <td>-0.190083</td>\n",
              "      <td>0.119905</td>\n",
              "      <td>-0.123321</td>\n",
              "      <td>0.182307</td>\n",
              "      <td>0.143203</td>\n",
              "      <td>0.209402</td>\n",
              "      <td>-0.173884</td>\n",
              "      <td>-0.024432</td>\n",
              "      <td>0.126823</td>\n",
              "      <td>-0.146663</td>\n",
              "      <td>0.087687</td>\n",
              "      <td>-0.082982</td>\n",
              "      <td>-0.111908</td>\n",
              "      <td>-0.087379</td>\n",
              "      <td>0.047548</td>\n",
              "      <td>-0.117474</td>\n",
              "      <td>-0.113212</td>\n",
              "      <td>-0.052746</td>\n",
              "      <td>-0.091055</td>\n",
              "      <td>0.112176</td>\n",
              "      <td>-0.046458</td>\n",
              "      <td>-0.076239</td>\n",
              "      <td>-0.197699</td>\n",
              "      <td>0.382177</td>\n",
              "      <td>-0.189432</td>\n",
              "      <td>0.078791</td>\n",
              "      <td>-0.093312</td>\n",
              "      <td>0.135729</td>\n",
              "      <td>-0.188616</td>\n",
              "      <td>-0.606710</td>\n",
              "      <td>0.534425</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.517397</td>\n",
              "      <td>-0.360770</td>\n",
              "      <td>-0.435752</td>\n",
              "      <td>-0.613591</td>\n",
              "      <td>-0.402083</td>\n",
              "      <td>-0.619682</td>\n",
              "      <td>-0.452265</td>\n",
              "      <td>-0.497164</td>\n",
              "      <td>-0.413836</td>\n",
              "      <td>-0.277029</td>\n",
              "      <td>-0.547845</td>\n",
              "      <td>-0.358611</td>\n",
              "      <td>-0.442906</td>\n",
              "      <td>-0.475194</td>\n",
              "      <td>-0.010404</td>\n",
              "      <td>-0.467001</td>\n",
              "      <td>-0.276963</td>\n",
              "      <td>-0.455848</td>\n",
              "      <td>-0.412918</td>\n",
              "      <td>-0.456404</td>\n",
              "      <td>-0.472514</td>\n",
              "      <td>-0.505481</td>\n",
              "      <td>-0.492735</td>\n",
              "      <td>-0.446836</td>\n",
              "      <td>-0.463029</td>\n",
              "      <td>-0.409310</td>\n",
              "      <td>-0.333124</td>\n",
              "      <td>-0.295009</td>\n",
              "      <td>-0.328342</td>\n",
              "      <td>-0.401615</td>\n",
              "      <td>-0.469244</td>\n",
              "      <td>-0.461411</td>\n",
              "      <td>-0.513256</td>\n",
              "      <td>-0.500142</td>\n",
              "      <td>-0.507093</td>\n",
              "      <td>-0.353726</td>\n",
              "      <td>-0.463485</td>\n",
              "      <td>-0.378241</td>\n",
              "      <td>-0.470252</td>\n",
              "      <td>-0.301505</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>19.402807</td>\n",
              "      <td>1.393399</td>\n",
              "      <td>0.812363</td>\n",
              "      <td>1.035731</td>\n",
              "      <td>0.950012</td>\n",
              "      <td>1.032091</td>\n",
              "      <td>1.179388</td>\n",
              "      <td>0.882395</td>\n",
              "      <td>1.125494</td>\n",
              "      <td>1.749885</td>\n",
              "      <td>1.087180</td>\n",
              "      <td>1.291501</td>\n",
              "      <td>1.253604</td>\n",
              "      <td>1.234590</td>\n",
              "      <td>1.273068</td>\n",
              "      <td>1.247178</td>\n",
              "      <td>0.659839</td>\n",
              "      <td>1.418997</td>\n",
              "      <td>1.179688</td>\n",
              "      <td>0.743301</td>\n",
              "      <td>0.844796</td>\n",
              "      <td>1.219529</td>\n",
              "      <td>0.824401</td>\n",
              "      <td>0.924838</td>\n",
              "      <td>0.760159</td>\n",
              "      <td>1.203186</td>\n",
              "      <td>0.866977</td>\n",
              "      <td>1.103765</td>\n",
              "      <td>1.001687</td>\n",
              "      <td>1.027758</td>\n",
              "      <td>1.279399</td>\n",
              "      <td>1.302567</td>\n",
              "      <td>1.559174</td>\n",
              "      <td>0.933514</td>\n",
              "      <td>1.172270</td>\n",
              "      <td>1.174325</td>\n",
              "      <td>1.061719</td>\n",
              "      <td>1.397677</td>\n",
              "      <td>2.200277</td>\n",
              "      <td>2.003317</td>\n",
              "      <td>...</td>\n",
              "      <td>2.122318</td>\n",
              "      <td>1.710725</td>\n",
              "      <td>1.898871</td>\n",
              "      <td>2.307820</td>\n",
              "      <td>1.785055</td>\n",
              "      <td>2.225596</td>\n",
              "      <td>1.991021</td>\n",
              "      <td>2.063896</td>\n",
              "      <td>1.887001</td>\n",
              "      <td>1.459639</td>\n",
              "      <td>2.187835</td>\n",
              "      <td>1.730634</td>\n",
              "      <td>1.924716</td>\n",
              "      <td>2.021927</td>\n",
              "      <td>1.029820</td>\n",
              "      <td>2.004317</td>\n",
              "      <td>1.429340</td>\n",
              "      <td>1.924263</td>\n",
              "      <td>1.888788</td>\n",
              "      <td>1.832863</td>\n",
              "      <td>2.011396</td>\n",
              "      <td>2.091353</td>\n",
              "      <td>2.055624</td>\n",
              "      <td>1.987476</td>\n",
              "      <td>2.014045</td>\n",
              "      <td>1.883974</td>\n",
              "      <td>1.647241</td>\n",
              "      <td>1.634073</td>\n",
              "      <td>1.663170</td>\n",
              "      <td>1.832794</td>\n",
              "      <td>2.000488</td>\n",
              "      <td>2.042475</td>\n",
              "      <td>2.001714</td>\n",
              "      <td>2.107105</td>\n",
              "      <td>2.159589</td>\n",
              "      <td>1.629291</td>\n",
              "      <td>2.059725</td>\n",
              "      <td>1.703615</td>\n",
              "      <td>1.834828</td>\n",
              "      <td>1.407918</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>24.000000</td>\n",
              "      <td>-5.513000</td>\n",
              "      <td>-5.737000</td>\n",
              "      <td>-9.104000</td>\n",
              "      <td>-5.998000</td>\n",
              "      <td>-6.369000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.337000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.870000</td>\n",
              "      <td>-8.587000</td>\n",
              "      <td>-5.018000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.226000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.700000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.272000</td>\n",
              "      <td>-8.184000</td>\n",
              "      <td>-4.835000</td>\n",
              "      <td>-7.913000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-2.956000</td>\n",
              "      <td>-8.356000</td>\n",
              "      <td>-7.182000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.261000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.839000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-6.452000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.938000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>24.000000</td>\n",
              "      <td>-0.473075</td>\n",
              "      <td>-0.562200</td>\n",
              "      <td>-0.437750</td>\n",
              "      <td>-0.429575</td>\n",
              "      <td>-0.470925</td>\n",
              "      <td>-0.602225</td>\n",
              "      <td>-0.493900</td>\n",
              "      <td>-0.525175</td>\n",
              "      <td>-0.511675</td>\n",
              "      <td>-0.360200</td>\n",
              "      <td>-0.511475</td>\n",
              "      <td>-0.489675</td>\n",
              "      <td>-0.447500</td>\n",
              "      <td>-0.481200</td>\n",
              "      <td>-0.607975</td>\n",
              "      <td>-0.404150</td>\n",
              "      <td>-0.391950</td>\n",
              "      <td>-0.513775</td>\n",
              "      <td>-0.272200</td>\n",
              "      <td>-0.488675</td>\n",
              "      <td>-0.524600</td>\n",
              "      <td>-0.538900</td>\n",
              "      <td>-0.440375</td>\n",
              "      <td>-0.508900</td>\n",
              "      <td>-0.533900</td>\n",
              "      <td>-0.497700</td>\n",
              "      <td>-0.512875</td>\n",
              "      <td>-0.467800</td>\n",
              "      <td>-0.378300</td>\n",
              "      <td>-0.505750</td>\n",
              "      <td>-0.457975</td>\n",
              "      <td>-0.328200</td>\n",
              "      <td>-0.600500</td>\n",
              "      <td>-0.478700</td>\n",
              "      <td>-0.570525</td>\n",
              "      <td>-0.481800</td>\n",
              "      <td>-0.541950</td>\n",
              "      <td>-0.604100</td>\n",
              "      <td>-0.470250</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.588075</td>\n",
              "      <td>-0.564025</td>\n",
              "      <td>-0.561000</td>\n",
              "      <td>-0.583250</td>\n",
              "      <td>-0.566500</td>\n",
              "      <td>-0.603200</td>\n",
              "      <td>-0.541575</td>\n",
              "      <td>-0.560825</td>\n",
              "      <td>-0.555200</td>\n",
              "      <td>-0.534500</td>\n",
              "      <td>-0.569100</td>\n",
              "      <td>-0.558300</td>\n",
              "      <td>-0.573350</td>\n",
              "      <td>-0.594275</td>\n",
              "      <td>-0.389925</td>\n",
              "      <td>-0.551200</td>\n",
              "      <td>-0.544150</td>\n",
              "      <td>-0.575075</td>\n",
              "      <td>-0.568275</td>\n",
              "      <td>-0.582650</td>\n",
              "      <td>-0.558575</td>\n",
              "      <td>-0.562375</td>\n",
              "      <td>-0.572800</td>\n",
              "      <td>-0.561225</td>\n",
              "      <td>-0.560675</td>\n",
              "      <td>-0.560100</td>\n",
              "      <td>-0.533700</td>\n",
              "      <td>-0.504575</td>\n",
              "      <td>-0.544275</td>\n",
              "      <td>-0.569150</td>\n",
              "      <td>-0.566175</td>\n",
              "      <td>-0.565975</td>\n",
              "      <td>-0.589975</td>\n",
              "      <td>-0.568700</td>\n",
              "      <td>-0.563775</td>\n",
              "      <td>-0.567975</td>\n",
              "      <td>-0.552575</td>\n",
              "      <td>-0.561000</td>\n",
              "      <td>-0.592600</td>\n",
              "      <td>-0.562900</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>48.000000</td>\n",
              "      <td>-0.008850</td>\n",
              "      <td>-0.046600</td>\n",
              "      <td>0.075200</td>\n",
              "      <td>0.008050</td>\n",
              "      <td>-0.026900</td>\n",
              "      <td>-0.015650</td>\n",
              "      <td>-0.000650</td>\n",
              "      <td>-0.017900</td>\n",
              "      <td>0.010000</td>\n",
              "      <td>0.160450</td>\n",
              "      <td>0.038550</td>\n",
              "      <td>0.013800</td>\n",
              "      <td>0.060250</td>\n",
              "      <td>0.009800</td>\n",
              "      <td>-0.030100</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.149400</td>\n",
              "      <td>-0.002200</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.027800</td>\n",
              "      <td>-0.002800</td>\n",
              "      <td>-0.069350</td>\n",
              "      <td>-0.011800</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.018300</td>\n",
              "      <td>-0.011650</td>\n",
              "      <td>0.016100</td>\n",
              "      <td>0.037600</td>\n",
              "      <td>0.003750</td>\n",
              "      <td>0.021750</td>\n",
              "      <td>0.027000</td>\n",
              "      <td>0.019100</td>\n",
              "      <td>-0.054000</td>\n",
              "      <td>0.023350</td>\n",
              "      <td>0.003350</td>\n",
              "      <td>-0.000600</td>\n",
              "      <td>0.015350</td>\n",
              "      <td>-0.000700</td>\n",
              "      <td>0.005800</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.017650</td>\n",
              "      <td>-0.041550</td>\n",
              "      <td>-0.002950</td>\n",
              "      <td>-0.012650</td>\n",
              "      <td>-0.005600</td>\n",
              "      <td>0.007650</td>\n",
              "      <td>0.004950</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.023800</td>\n",
              "      <td>-0.011450</td>\n",
              "      <td>-0.007100</td>\n",
              "      <td>-0.019500</td>\n",
              "      <td>-0.019500</td>\n",
              "      <td>-0.009300</td>\n",
              "      <td>0.081550</td>\n",
              "      <td>-0.006900</td>\n",
              "      <td>0.018400</td>\n",
              "      <td>-0.014650</td>\n",
              "      <td>-0.014350</td>\n",
              "      <td>0.005300</td>\n",
              "      <td>-0.005300</td>\n",
              "      <td>-0.004050</td>\n",
              "      <td>0.003300</td>\n",
              "      <td>-0.007900</td>\n",
              "      <td>-0.004600</td>\n",
              "      <td>-0.002400</td>\n",
              "      <td>0.007850</td>\n",
              "      <td>-0.005600</td>\n",
              "      <td>-0.020600</td>\n",
              "      <td>-0.030000</td>\n",
              "      <td>-0.009900</td>\n",
              "      <td>0.003250</td>\n",
              "      <td>-0.009100</td>\n",
              "      <td>-0.013750</td>\n",
              "      <td>-0.003300</td>\n",
              "      <td>-0.010250</td>\n",
              "      <td>-0.001250</td>\n",
              "      <td>-0.006800</td>\n",
              "      <td>0.014000</td>\n",
              "      <td>-0.019500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>72.000000</td>\n",
              "      <td>0.525700</td>\n",
              "      <td>0.403075</td>\n",
              "      <td>0.663925</td>\n",
              "      <td>0.463400</td>\n",
              "      <td>0.465375</td>\n",
              "      <td>0.510425</td>\n",
              "      <td>0.528725</td>\n",
              "      <td>0.411900</td>\n",
              "      <td>0.549225</td>\n",
              "      <td>0.697775</td>\n",
              "      <td>0.525400</td>\n",
              "      <td>0.575275</td>\n",
              "      <td>0.604450</td>\n",
              "      <td>0.575825</td>\n",
              "      <td>0.457975</td>\n",
              "      <td>0.382475</td>\n",
              "      <td>0.829500</td>\n",
              "      <td>0.494775</td>\n",
              "      <td>0.327800</td>\n",
              "      <td>0.400600</td>\n",
              "      <td>0.492400</td>\n",
              "      <td>0.414875</td>\n",
              "      <td>0.433400</td>\n",
              "      <td>0.329250</td>\n",
              "      <td>0.527700</td>\n",
              "      <td>0.461650</td>\n",
              "      <td>0.508425</td>\n",
              "      <td>0.586450</td>\n",
              "      <td>0.431275</td>\n",
              "      <td>0.507600</td>\n",
              "      <td>0.458075</td>\n",
              "      <td>0.471075</td>\n",
              "      <td>0.391950</td>\n",
              "      <td>0.551300</td>\n",
              "      <td>0.503725</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.517025</td>\n",
              "      <td>0.460500</td>\n",
              "      <td>0.642300</td>\n",
              "      <td>...</td>\n",
              "      <td>0.452675</td>\n",
              "      <td>0.427675</td>\n",
              "      <td>0.462175</td>\n",
              "      <td>0.447975</td>\n",
              "      <td>0.447150</td>\n",
              "      <td>0.441250</td>\n",
              "      <td>0.470600</td>\n",
              "      <td>0.458550</td>\n",
              "      <td>0.441000</td>\n",
              "      <td>0.460075</td>\n",
              "      <td>0.460950</td>\n",
              "      <td>0.449975</td>\n",
              "      <td>0.445200</td>\n",
              "      <td>0.473200</td>\n",
              "      <td>0.563575</td>\n",
              "      <td>0.456350</td>\n",
              "      <td>0.493400</td>\n",
              "      <td>0.448375</td>\n",
              "      <td>0.451975</td>\n",
              "      <td>0.463075</td>\n",
              "      <td>0.447675</td>\n",
              "      <td>0.462000</td>\n",
              "      <td>0.468900</td>\n",
              "      <td>0.452375</td>\n",
              "      <td>0.460475</td>\n",
              "      <td>0.461675</td>\n",
              "      <td>0.465950</td>\n",
              "      <td>0.463400</td>\n",
              "      <td>0.450075</td>\n",
              "      <td>0.430875</td>\n",
              "      <td>0.457750</td>\n",
              "      <td>0.461500</td>\n",
              "      <td>0.445675</td>\n",
              "      <td>0.452900</td>\n",
              "      <td>0.470900</td>\n",
              "      <td>0.444750</td>\n",
              "      <td>0.465225</td>\n",
              "      <td>0.446400</td>\n",
              "      <td>0.461275</td>\n",
              "      <td>0.438650</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>72.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.039000</td>\n",
              "      <td>8.257000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.282000</td>\n",
              "      <td>7.333000</td>\n",
              "      <td>5.473000</td>\n",
              "      <td>8.887000</td>\n",
              "      <td>6.433000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.134000</td>\n",
              "      <td>6.418000</td>\n",
              "      <td>4.750000</td>\n",
              "      <td>8.872000</td>\n",
              "      <td>4.081000</td>\n",
              "      <td>9.842000</td>\n",
              "      <td>5.248000</td>\n",
              "      <td>5.942000</td>\n",
              "      <td>5.201000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.494000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.416000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.796000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.834000</td>\n",
              "      <td>5.602000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>3.888000</td>\n",
              "      <td>3.596000</td>\n",
              "      <td>4.857000</td>\n",
              "      <td>3.549000</td>\n",
              "      <td>3.382000</td>\n",
              "      <td>3.328000</td>\n",
              "      <td>4.157000</td>\n",
              "      <td>3.736000</td>\n",
              "      <td>3.582000</td>\n",
              "      <td>3.119000</td>\n",
              "      <td>3.323000</td>\n",
              "      <td>5.014000</td>\n",
              "      <td>2.898000</td>\n",
              "      <td>4.185000</td>\n",
              "      <td>3.170000</td>\n",
              "      <td>3.276000</td>\n",
              "      <td>4.992000</td>\n",
              "      <td>3.770000</td>\n",
              "      <td>2.851000</td>\n",
              "      <td>3.211000</td>\n",
              "      <td>4.534000</td>\n",
              "      <td>3.890000</td>\n",
              "      <td>3.994000</td>\n",
              "      <td>4.321000</td>\n",
              "      <td>4.020000</td>\n",
              "      <td>3.738000</td>\n",
              "      <td>3.252000</td>\n",
              "      <td>5.406000</td>\n",
              "      <td>3.110000</td>\n",
              "      <td>3.320000</td>\n",
              "      <td>4.069000</td>\n",
              "      <td>3.960000</td>\n",
              "      <td>3.927000</td>\n",
              "      <td>3.596000</td>\n",
              "      <td>3.747000</td>\n",
              "      <td>2.814000</td>\n",
              "      <td>3.505000</td>\n",
              "      <td>2.924000</td>\n",
              "      <td>3.111000</td>\n",
              "      <td>3.805000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 873 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "              tempo           g-0  ...          c-98          c-99\n",
              "count  23814.000000  23814.000000  ...  23814.000000  23814.000000\n",
              "mean      48.020156      0.248366  ...     -0.470252     -0.301505\n",
              "std       19.402807      1.393399  ...      1.834828      1.407918\n",
              "min       24.000000     -5.513000  ...    -10.000000    -10.000000\n",
              "25%       24.000000     -0.473075  ...     -0.592600     -0.562900\n",
              "50%       48.000000     -0.008850  ...      0.014000     -0.019500\n",
              "75%       72.000000      0.525700  ...      0.461275      0.438650\n",
              "max       72.000000     10.000000  ...      3.111000      3.805000\n",
              "\n",
              "[8 rows x 873 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 18
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "saC5_Pki7lxu",
        "outputId": "86a51319-aaba-48e0-9775-c83213bca589"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe().T['mean'].hist(bins=50)"
      ],
      "execution_count": 19,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4a8a9fdd0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 19
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 287
        },
        "id": "6Qq25yWa71wN",
        "outputId": "14170aac-15c7-4f39-99d6-f02f695ee457"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe().T['max'].hist(bins=50)"
      ],
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4a9341c90>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 20
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 302
        },
        "id": "5fUiySTh8sQl",
        "outputId": "e98344a8-c260-42a9-cbb7-a9cdcf3d39b9"
      },
      "source": [
        "sns.boxplot(x = 'g-0', data = dados)"
      ],
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4a8925f50>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 21
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 303
        },
        "id": "4qBhO5wN-tHb",
        "outputId": "593f4558-b65e-4c49-f0b6-2b4cf1f59eb3"
      },
      "source": [
        "sns.boxplot(x = 'tratamento', y = 'g-0', data = dados)"
      ],
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4a89dc610>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "0QsHMKiien-C"
      },
      "source": [
        ""
      ],
      "execution_count": 22,
      "outputs": []
    }
  ]
}