IMD3_Aula_02.ipynb

{
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  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "IMD3 - Aula 02.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyN7UH59RZ01GKkaN9WUHybe"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "metadata": {
        "id": "CKAd4GYGUeQG"
      },
      "source": [
        "#Importação de bibliotecas\n",
        "import pandas as pd\n",
        "import seaborn as sns\n",
        "import matplotlib.pyplot as plt\n"
      ],
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "88SsTEFKVeQz"
      },
      "source": [
        "### Informações da aula\n",
        "O dataset não trata de drogas, mas sim de pequenas moleculas ou compostos que estão em fase de experimentação\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "VDxkI6lmVZ4c",
        "outputId": "b819e69b-bd3d-4a9a-89ee-e07def6e37ba"
      },
      "source": [
        "url_dados = 'https://github.com/alura-cursos/imersaodados3/blob/main/dados/dados_experimentos.zip?raw=true'\n",
        "\n",
        "dados = pd.read_csv(url_dados, compression = 'zip')\n",
        "dados"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <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",
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              "      <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",
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              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>id_fffb70c0c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>ecf3b6b74</td>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "      <td>-0.3743</td>\n",
              "      <td>0.9905</td>\n",
              "      <td>-0.7178</td>\n",
              "      <td>0.6621</td>\n",
              "      <td>-0.2252</td>\n",
              "      <td>-0.5565</td>\n",
              "      <td>0.5112</td>\n",
              "      <td>0.6727</td>\n",
              "      <td>-0.1851</td>\n",
              "      <td>2.8650</td>\n",
              "      <td>-0.2140</td>\n",
              "      <td>-0.6153</td>\n",
              "      <td>0.8362</td>\n",
              "      <td>0.5584</td>\n",
              "      <td>-0.2589</td>\n",
              "      <td>0.1292</td>\n",
              "      <td>0.0148</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>-0.2182</td>\n",
              "      <td>-0.9235</td>\n",
              "      <td>0.0749</td>\n",
              "      <td>-1.5910</td>\n",
              "      <td>-0.8359</td>\n",
              "      <td>-0.9217</td>\n",
              "      <td>0.3013</td>\n",
              "      <td>0.1716</td>\n",
              "      <td>0.0880</td>\n",
              "      <td>0.1842</td>\n",
              "      <td>0.1835</td>\n",
              "      <td>0.5436</td>\n",
              "      <td>-0.0533</td>\n",
              "      <td>-0.0491</td>\n",
              "      <td>0.9543</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1410</td>\n",
              "      <td>1.2640</td>\n",
              "      <td>-0.8663</td>\n",
              "      <td>0.8129</td>\n",
              "      <td>-0.1514</td>\n",
              "      <td>-0.4652</td>\n",
              "      <td>-0.7390</td>\n",
              "      <td>-1.3270</td>\n",
              "      <td>0.9925</td>\n",
              "      <td>1.0570</td>\n",
              "      <td>-0.3355</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.8219</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>-0.2942</td>\n",
              "      <td>0.2408</td>\n",
              "      <td>-0.7781</td>\n",
              "      <td>-0.0929</td>\n",
              "      <td>-0.0329</td>\n",
              "      <td>0.0781</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>0.3188</td>\n",
              "      <td>-1.1080</td>\n",
              "      <td>0.4895</td>\n",
              "      <td>-0.2144</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.4444</td>\n",
              "      <td>-1.1130</td>\n",
              "      <td>0.4286</td>\n",
              "      <td>0.4426</td>\n",
              "      <td>0.0423</td>\n",
              "      <td>-0.3195</td>\n",
              "      <td>-0.8086</td>\n",
              "      <td>-0.9798</td>\n",
              "      <td>-0.2084</td>\n",
              "      <td>-0.1224</td>\n",
              "      <td>-0.2715</td>\n",
              "      <td>0.3689</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>id_ffffdd77b</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>972f41291</td>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>-0.1361</td>\n",
              "      <td>0.7952</td>\n",
              "      <td>-0.3611</td>\n",
              "      <td>-3.6750</td>\n",
              "      <td>-1.2420</td>\n",
              "      <td>0.9146</td>\n",
              "      <td>3.0790</td>\n",
              "      <td>1.2460</td>\n",
              "      <td>1.9460</td>\n",
              "      <td>1.4370</td>\n",
              "      <td>2.9780</td>\n",
              "      <td>2.2370</td>\n",
              "      <td>-0.6818</td>\n",
              "      <td>0.6870</td>\n",
              "      <td>-1.1060</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>-0.9247</td>\n",
              "      <td>-0.0738</td>\n",
              "      <td>-0.1919</td>\n",
              "      <td>-0.7722</td>\n",
              "      <td>-1.4050</td>\n",
              "      <td>-1.0050</td>\n",
              "      <td>-1.1170</td>\n",
              "      <td>-0.5293</td>\n",
              "      <td>-1.1720</td>\n",
              "      <td>-0.2885</td>\n",
              "      <td>0.1599</td>\n",
              "      <td>-0.4250</td>\n",
              "      <td>0.3591</td>\n",
              "      <td>-0.1420</td>\n",
              "      <td>-0.9530</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-1.8340</td>\n",
              "      <td>...</td>\n",
              "      <td>-6.9170</td>\n",
              "      <td>-1.8640</td>\n",
              "      <td>-2.5090</td>\n",
              "      <td>-4.7130</td>\n",
              "      <td>-1.7250</td>\n",
              "      <td>-3.8650</td>\n",
              "      <td>-3.0800</td>\n",
              "      <td>-4.1530</td>\n",
              "      <td>-1.2030</td>\n",
              "      <td>-1.1690</td>\n",
              "      <td>-4.1460</td>\n",
              "      <td>-1.2670</td>\n",
              "      <td>-1.1300</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>0.1591</td>\n",
              "      <td>-2.2490</td>\n",
              "      <td>-2.5860</td>\n",
              "      <td>-1.9520</td>\n",
              "      <td>-2.1810</td>\n",
              "      <td>-4.6690</td>\n",
              "      <td>-3.9450</td>\n",
              "      <td>-2.9560</td>\n",
              "      <td>-2.7930</td>\n",
              "      <td>-2.1560</td>\n",
              "      <td>-2.4100</td>\n",
              "      <td>-1.8190</td>\n",
              "      <td>-3.3480</td>\n",
              "      <td>-0.1414</td>\n",
              "      <td>-2.6430</td>\n",
              "      <td>-2.5810</td>\n",
              "      <td>-3.3890</td>\n",
              "      <td>-1.7450</td>\n",
              "      <td>-6.6300</td>\n",
              "      <td>-4.0950</td>\n",
              "      <td>-7.3860</td>\n",
              "      <td>-1.4160</td>\n",
              "      <td>-3.5770</td>\n",
              "      <td>-0.4775</td>\n",
              "      <td>-2.1500</td>\n",
              "      <td>-4.2520</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>23814 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "0      id_000644bb2     com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1      id_000779bfc     com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2      id_000a6266a     com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3      id_0015fd391     com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4      id_001626bd3     com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23810  id_fffb70c0c     com_droga     24   D2  ... -0.2084 -0.1224 -0.2715  0.3689\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "23813  id_ffffdd77b     com_droga     72   D1  ... -3.5770 -0.4775 -2.1500 -4.2520\n",
              "\n",
              "[23814 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 2
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 253
        },
        "id": "HUIxbRT4V55k",
        "outputId": "443bc85e-c1cf-4cac-c121-2f40050bc83b"
      },
      "source": [
        "#Usando rename para melhorar a identificação da coluna Droga\n",
        "mapa = {'droga':'composto'}\n",
        "dados.rename(columns=mapa, inplace=True)\n",
        "dados.head()"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>composto</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             id tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "0  id_000644bb2  com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1  id_000779bfc  com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2  id_000a6266a  com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3  id_0015fd391  com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4  id_001626bd3  com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "jkUMfGORWdAb",
        "outputId": "37e7942d-6b78-4386-82a5-db150a2314ef"
      },
      "source": [
        "#Pegando os 5 compostos que aparecem mais vezes (uso de index para pegar os nomes apenas na Series)\n",
        "cod_compostos = dados['composto'].value_counts().index[0:5]\n",
        "cod_compostos"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['cacb2b860', '87d714366', '9f80f3f77', '8b87a7a83', '5628cb3ee'], dtype='object')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 439
        },
        "id": "GOhvy7M3Y9O2",
        "outputId": "ee7b7f06-f40d-4d9d-ea5d-6ca4ae861c0c"
      },
      "source": [
        "#query para pegar o dataframe dos 5 compostos\n",
        "dados.query('composto in @cod_compostos')\n",
        "\n",
        "#O uso do @ serve para dizer à query que a palavra em seguida é uma variavel do programa"
      ],
      "execution_count": 8,
      "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": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 410
        },
        "id": "0WYbteOxWv9K",
        "outputId": "02ad94e2-2c46-4774-e583-fc447808427e"
      },
      "source": [
        "#Plotando grafico\n",
        "sns.set()\n",
        "plt.figure(figsize=(8,6))\n",
        "ax = sns.countplot(x='composto',data=dados.query('composto in @cod_compostos'))\n",
        "ax.set_title('Top 5 Compostos')\n",
        "plt.show()"
      ],
      "execution_count": 38,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wnrWUYDifslZ",
        "outputId": "96edf1b7-ca49-4d57-c691-a87d39f9c474"
      },
      "source": [
        "#Qtd de elementos na coluna g-0\n",
        "print(len(dados['g-0'].unique()))\n",
        "print(dados['g-0'].min())\n",
        "print(dados['g-0'].max())"
      ],
      "execution_count": 40,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "14367\n",
            "-5.513\n",
            "10.0\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "siILa01gfsjF",
        "outputId": "a1142005-0455-4b43-a3da-33046201ac84"
      },
      "source": [
        "#plot do histograma (via matplotlib)\n",
        "dados['g-0'].hist(bins = 50) #onde bins é é o range de valores"
      ],
      "execution_count": 42,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f1834989490>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 42
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "WOPR7QVefsgk",
        "outputId": "403e41e4-a677-4633-a293-1f6635ad71ee"
      },
      "source": [
        "#plot do histograma (via matplotlib)\n",
        "dados['g-19'].hist(bins = 50) #onde bins é é o range de valores"
      ],
      "execution_count": 43,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f1834982950>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 43
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "5mEx1PVSfseA",
        "outputId": "6cb54e3a-1946-4bb8-95ba-61d851ab6a8a"
      },
      "source": [
        "dados.describe()"
      ],
      "execution_count": 44,
      "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": 44
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 419
        },
        "id": "9SZjq-IWfsbn",
        "outputId": "e109cc2a-96ea-4b7e-f917-367264b1e737"
      },
      "source": [
        "dados[['g-0','g-1']]"
      ],
      "execution_count": 45,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>23814 rows × 2 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "          g-0     g-1\n",
              "0      1.0620  0.5577\n",
              "1      0.0743  0.4087\n",
              "2      0.6280  0.5817\n",
              "3     -0.5138 -0.2491\n",
              "4     -0.3254 -0.4009\n",
              "...       ...     ...\n",
              "23809  0.1394 -0.0636\n",
              "23810 -1.3260  0.3478\n",
              "23811  0.3942  0.3756\n",
              "23812  0.6660  0.2324\n",
              "23813 -0.8598  1.0240\n",
              "\n",
              "[23814 rows x 2 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 45
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "0qhFFhfKfsZ-",
        "outputId": "0fb257ac-f72e-40d3-a58d-68581c731ea2"
      },
      "source": [
        "#selecionando um range de colunas\n",
        "dados_g = dados.loc[:,'g-0':'g-771']\n",
        "dados_g.describe()"
      ],
      "execution_count": 47,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "  <thead>\n",
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              "      <th></th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
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              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
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              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>g-35</th>\n",
              "      <th>g-36</th>\n",
              "      <th>g-37</th>\n",
              "      <th>g-38</th>\n",
              "      <th>g-39</th>\n",
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              "      <th>g-732</th>\n",
              "      <th>g-733</th>\n",
              "      <th>g-734</th>\n",
              "      <th>g-735</th>\n",
              "      <th>g-736</th>\n",
              "      <th>g-737</th>\n",
              "      <th>g-738</th>\n",
              "      <th>g-739</th>\n",
              "      <th>g-740</th>\n",
              "      <th>g-741</th>\n",
              "      <th>g-742</th>\n",
              "      <th>g-743</th>\n",
              "      <th>g-744</th>\n",
              "      <th>g-745</th>\n",
              "      <th>g-746</th>\n",
              "      <th>g-747</th>\n",
              "      <th>g-748</th>\n",
              "      <th>g-749</th>\n",
              "      <th>g-750</th>\n",
              "      <th>g-751</th>\n",
              "      <th>g-752</th>\n",
              "      <th>g-753</th>\n",
              "      <th>g-754</th>\n",
              "      <th>g-755</th>\n",
              "      <th>g-756</th>\n",
              "      <th>g-757</th>\n",
              "      <th>g-758</th>\n",
              "      <th>g-759</th>\n",
              "      <th>g-760</th>\n",
              "      <th>g-761</th>\n",
              "      <th>g-762</th>\n",
              "      <th>g-763</th>\n",
              "      <th>g-764</th>\n",
              "      <th>g-765</th>\n",
              "      <th>g-766</th>\n",
              "      <th>g-767</th>\n",
              "      <th>g-768</th>\n",
              "      <th>g-769</th>\n",
              "      <th>g-770</th>\n",
              "      <th>g-771</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>0.248366</td>\n",
              "      <td>-0.095684</td>\n",
              "      <td>0.152253</td>\n",
              "      <td>0.081971</td>\n",
              "      <td>0.057347</td>\n",
              "      <td>-0.138836</td>\n",
              "      <td>0.035961</td>\n",
              "      <td>-0.202651</td>\n",
              "      <td>-0.190083</td>\n",
              "      <td>0.119905</td>\n",
              "      <td>-0.123321</td>\n",
              "      <td>0.182307</td>\n",
              "      <td>0.143203</td>\n",
              "      <td>0.209402</td>\n",
              "      <td>-0.173884</td>\n",
              "      <td>-0.024432</td>\n",
              "      <td>0.126823</td>\n",
              "      <td>-0.146663</td>\n",
              "      <td>0.087687</td>\n",
              "      <td>-0.082982</td>\n",
              "      <td>-0.111908</td>\n",
              "      <td>-0.087379</td>\n",
              "      <td>0.047548</td>\n",
              "      <td>-0.117474</td>\n",
              "      <td>-0.113212</td>\n",
              "      <td>-0.052746</td>\n",
              "      <td>-0.091055</td>\n",
              "      <td>0.112176</td>\n",
              "      <td>-0.046458</td>\n",
              "      <td>-0.076239</td>\n",
              "      <td>-0.197699</td>\n",
              "      <td>0.382177</td>\n",
              "      <td>-0.189432</td>\n",
              "      <td>0.078791</td>\n",
              "      <td>-0.093312</td>\n",
              "      <td>0.135729</td>\n",
              "      <td>-0.188616</td>\n",
              "      <td>-0.606710</td>\n",
              "      <td>0.534425</td>\n",
              "      <td>0.132026</td>\n",
              "      <td>...</td>\n",
              "      <td>0.263569</td>\n",
              "      <td>-0.242638</td>\n",
              "      <td>0.110180</td>\n",
              "      <td>-0.039868</td>\n",
              "      <td>-0.064056</td>\n",
              "      <td>0.193629</td>\n",
              "      <td>0.004470</td>\n",
              "      <td>-0.187085</td>\n",
              "      <td>0.067186</td>\n",
              "      <td>0.006159</td>\n",
              "      <td>-0.201189</td>\n",
              "      <td>-0.243317</td>\n",
              "      <td>0.548903</td>\n",
              "      <td>0.247065</td>\n",
              "      <td>0.085950</td>\n",
              "      <td>0.090544</td>\n",
              "      <td>0.215525</td>\n",
              "      <td>-0.007705</td>\n",
              "      <td>0.236954</td>\n",
              "      <td>0.022785</td>\n",
              "      <td>0.103224</td>\n",
              "      <td>0.048402</td>\n",
              "      <td>0.109367</td>\n",
              "      <td>-0.103262</td>\n",
              "      <td>0.004129</td>\n",
              "      <td>0.066211</td>\n",
              "      <td>0.072773</td>\n",
              "      <td>-0.033051</td>\n",
              "      <td>-0.400643</td>\n",
              "      <td>-0.338978</td>\n",
              "      <td>0.207299</td>\n",
              "      <td>0.009161</td>\n",
              "      <td>0.171027</td>\n",
              "      <td>0.002316</td>\n",
              "      <td>-0.209799</td>\n",
              "      <td>-0.076251</td>\n",
              "      <td>0.134162</td>\n",
              "      <td>-0.128018</td>\n",
              "      <td>-0.219210</td>\n",
              "      <td>0.101524</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>1.393399</td>\n",
              "      <td>0.812363</td>\n",
              "      <td>1.035731</td>\n",
              "      <td>0.950012</td>\n",
              "      <td>1.032091</td>\n",
              "      <td>1.179388</td>\n",
              "      <td>0.882395</td>\n",
              "      <td>1.125494</td>\n",
              "      <td>1.749885</td>\n",
              "      <td>1.087180</td>\n",
              "      <td>1.291501</td>\n",
              "      <td>1.253604</td>\n",
              "      <td>1.234590</td>\n",
              "      <td>1.273068</td>\n",
              "      <td>1.247178</td>\n",
              "      <td>0.659839</td>\n",
              "      <td>1.418997</td>\n",
              "      <td>1.179688</td>\n",
              "      <td>0.743301</td>\n",
              "      <td>0.844796</td>\n",
              "      <td>1.219529</td>\n",
              "      <td>0.824401</td>\n",
              "      <td>0.924838</td>\n",
              "      <td>0.760159</td>\n",
              "      <td>1.203186</td>\n",
              "      <td>0.866977</td>\n",
              "      <td>1.103765</td>\n",
              "      <td>1.001687</td>\n",
              "      <td>1.027758</td>\n",
              "      <td>1.279399</td>\n",
              "      <td>1.302567</td>\n",
              "      <td>1.559174</td>\n",
              "      <td>0.933514</td>\n",
              "      <td>1.172270</td>\n",
              "      <td>1.174325</td>\n",
              "      <td>1.061719</td>\n",
              "      <td>1.397677</td>\n",
              "      <td>2.200277</td>\n",
              "      <td>2.003317</td>\n",
              "      <td>0.990477</td>\n",
              "      <td>...</td>\n",
              "      <td>1.075809</td>\n",
              "      <td>1.309482</td>\n",
              "      <td>0.881283</td>\n",
              "      <td>0.917119</td>\n",
              "      <td>1.186966</td>\n",
              "      <td>1.212621</td>\n",
              "      <td>1.175611</td>\n",
              "      <td>1.182180</td>\n",
              "      <td>1.057292</td>\n",
              "      <td>0.996940</td>\n",
              "      <td>1.029370</td>\n",
              "      <td>1.378815</td>\n",
              "      <td>2.023791</td>\n",
              "      <td>1.639307</td>\n",
              "      <td>1.238753</td>\n",
              "      <td>0.961212</td>\n",
              "      <td>1.293783</td>\n",
              "      <td>0.966213</td>\n",
              "      <td>1.284074</td>\n",
              "      <td>1.015557</td>\n",
              "      <td>1.035968</td>\n",
              "      <td>1.048645</td>\n",
              "      <td>0.856080</td>\n",
              "      <td>1.175372</td>\n",
              "      <td>0.701031</td>\n",
              "      <td>0.996914</td>\n",
              "      <td>1.077310</td>\n",
              "      <td>1.579948</td>\n",
              "      <td>1.913468</td>\n",
              "      <td>1.701554</td>\n",
              "      <td>1.096488</td>\n",
              "      <td>1.200395</td>\n",
              "      <td>1.357701</td>\n",
              "      <td>1.052771</td>\n",
              "      <td>1.201918</td>\n",
              "      <td>1.115477</td>\n",
              "      <td>0.951264</td>\n",
              "      <td>1.230636</td>\n",
              "      <td>1.326193</td>\n",
              "      <td>1.417674</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>-5.513000</td>\n",
              "      <td>-5.737000</td>\n",
              "      <td>-9.104000</td>\n",
              "      <td>-5.998000</td>\n",
              "      <td>-6.369000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.337000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.870000</td>\n",
              "      <td>-8.587000</td>\n",
              "      <td>-5.018000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.226000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.700000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.272000</td>\n",
              "      <td>-8.184000</td>\n",
              "      <td>-4.835000</td>\n",
              "      <td>-7.913000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-2.956000</td>\n",
              "      <td>-8.356000</td>\n",
              "      <td>-7.182000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.261000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.223000</td>\n",
              "      <td>...</td>\n",
              "      <td>-5.504000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-3.790000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-7.920000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.462000</td>\n",
              "      <td>-6.634000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-2.912000</td>\n",
              "      <td>-9.833000</td>\n",
              "      <td>-7.227000</td>\n",
              "      <td>-5.561000</td>\n",
              "      <td>-8.393000</td>\n",
              "      <td>-5.790000</td>\n",
              "      <td>-4.915000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-7.918000</td>\n",
              "      <td>-5.255000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-6.264000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-5.505000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-8.193000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-9.795000</td>\n",
              "      <td>-8.180000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-4.269000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "      <td>-10.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>-0.473075</td>\n",
              "      <td>-0.562200</td>\n",
              "      <td>-0.437750</td>\n",
              "      <td>-0.429575</td>\n",
              "      <td>-0.470925</td>\n",
              "      <td>-0.602225</td>\n",
              "      <td>-0.493900</td>\n",
              "      <td>-0.525175</td>\n",
              "      <td>-0.511675</td>\n",
              "      <td>-0.360200</td>\n",
              "      <td>-0.511475</td>\n",
              "      <td>-0.489675</td>\n",
              "      <td>-0.447500</td>\n",
              "      <td>-0.481200</td>\n",
              "      <td>-0.607975</td>\n",
              "      <td>-0.404150</td>\n",
              "      <td>-0.391950</td>\n",
              "      <td>-0.513775</td>\n",
              "      <td>-0.272200</td>\n",
              "      <td>-0.488675</td>\n",
              "      <td>-0.524600</td>\n",
              "      <td>-0.538900</td>\n",
              "      <td>-0.440375</td>\n",
              "      <td>-0.508900</td>\n",
              "      <td>-0.533900</td>\n",
              "      <td>-0.497700</td>\n",
              "      <td>-0.512875</td>\n",
              "      <td>-0.467800</td>\n",
              "      <td>-0.378300</td>\n",
              "      <td>-0.505750</td>\n",
              "      <td>-0.457975</td>\n",
              "      <td>-0.328200</td>\n",
              "      <td>-0.600500</td>\n",
              "      <td>-0.478700</td>\n",
              "      <td>-0.570525</td>\n",
              "      <td>-0.481800</td>\n",
              "      <td>-0.541950</td>\n",
              "      <td>-0.604100</td>\n",
              "      <td>-0.470250</td>\n",
              "      <td>-0.401700</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.390700</td>\n",
              "      <td>-0.565075</td>\n",
              "      <td>-0.433275</td>\n",
              "      <td>-0.498650</td>\n",
              "      <td>-0.526300</td>\n",
              "      <td>-0.430750</td>\n",
              "      <td>-0.488775</td>\n",
              "      <td>-0.593125</td>\n",
              "      <td>-0.498275</td>\n",
              "      <td>-0.489800</td>\n",
              "      <td>-0.564100</td>\n",
              "      <td>-0.538000</td>\n",
              "      <td>-0.464000</td>\n",
              "      <td>-0.521975</td>\n",
              "      <td>-0.488600</td>\n",
              "      <td>-0.442925</td>\n",
              "      <td>-0.457200</td>\n",
              "      <td>-0.477900</td>\n",
              "      <td>-0.458175</td>\n",
              "      <td>-0.479075</td>\n",
              "      <td>-0.478825</td>\n",
              "      <td>-0.489300</td>\n",
              "      <td>-0.327500</td>\n",
              "      <td>-0.576775</td>\n",
              "      <td>-0.278275</td>\n",
              "      <td>-0.492700</td>\n",
              "      <td>-0.501575</td>\n",
              "      <td>-0.526450</td>\n",
              "      <td>-0.507375</td>\n",
              "      <td>-0.559175</td>\n",
              "      <td>-0.433875</td>\n",
              "      <td>-0.502250</td>\n",
              "      <td>-0.537075</td>\n",
              "      <td>-0.508775</td>\n",
              "      <td>-0.606175</td>\n",
              "      <td>-0.506200</td>\n",
              "      <td>-0.353100</td>\n",
              "      <td>-0.544600</td>\n",
              "      <td>-0.554400</td>\n",
              "      <td>-0.523800</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>-0.008850</td>\n",
              "      <td>-0.046600</td>\n",
              "      <td>0.075200</td>\n",
              "      <td>0.008050</td>\n",
              "      <td>-0.026900</td>\n",
              "      <td>-0.015650</td>\n",
              "      <td>-0.000650</td>\n",
              "      <td>-0.017900</td>\n",
              "      <td>0.010000</td>\n",
              "      <td>0.160450</td>\n",
              "      <td>0.038550</td>\n",
              "      <td>0.013800</td>\n",
              "      <td>0.060250</td>\n",
              "      <td>0.009800</td>\n",
              "      <td>-0.030100</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.149400</td>\n",
              "      <td>-0.002200</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>-0.027800</td>\n",
              "      <td>-0.002800</td>\n",
              "      <td>-0.069350</td>\n",
              "      <td>-0.011800</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.018300</td>\n",
              "      <td>-0.011650</td>\n",
              "      <td>0.016100</td>\n",
              "      <td>0.037600</td>\n",
              "      <td>0.003750</td>\n",
              "      <td>0.021750</td>\n",
              "      <td>0.027000</td>\n",
              "      <td>0.019100</td>\n",
              "      <td>-0.054000</td>\n",
              "      <td>0.023350</td>\n",
              "      <td>0.003350</td>\n",
              "      <td>-0.000600</td>\n",
              "      <td>0.015350</td>\n",
              "      <td>-0.000700</td>\n",
              "      <td>0.005800</td>\n",
              "      <td>0.007400</td>\n",
              "      <td>...</td>\n",
              "      <td>0.065650</td>\n",
              "      <td>-0.014100</td>\n",
              "      <td>0.030850</td>\n",
              "      <td>-0.001800</td>\n",
              "      <td>-0.008400</td>\n",
              "      <td>0.101400</td>\n",
              "      <td>0.033400</td>\n",
              "      <td>-0.001600</td>\n",
              "      <td>0.000850</td>\n",
              "      <td>0.014800</td>\n",
              "      <td>-0.044000</td>\n",
              "      <td>0.017400</td>\n",
              "      <td>0.000850</td>\n",
              "      <td>-0.015550</td>\n",
              "      <td>0.025350</td>\n",
              "      <td>0.017750</td>\n",
              "      <td>0.053450</td>\n",
              "      <td>0.027700</td>\n",
              "      <td>-0.002100</td>\n",
              "      <td>0.009500</td>\n",
              "      <td>-0.004450</td>\n",
              "      <td>-0.000050</td>\n",
              "      <td>0.002400</td>\n",
              "      <td>0.024250</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.005300</td>\n",
              "      <td>0.013600</td>\n",
              "      <td>0.001350</td>\n",
              "      <td>0.007350</td>\n",
              "      <td>0.038700</td>\n",
              "      <td>0.059600</td>\n",
              "      <td>-0.005900</td>\n",
              "      <td>-0.013600</td>\n",
              "      <td>-0.027700</td>\n",
              "      <td>-0.011850</td>\n",
              "      <td>0.009900</td>\n",
              "      <td>0.005400</td>\n",
              "      <td>0.000600</td>\n",
              "      <td>0.028700</td>\n",
              "      <td>-0.006500</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>0.525700</td>\n",
              "      <td>0.403075</td>\n",
              "      <td>0.663925</td>\n",
              "      <td>0.463400</td>\n",
              "      <td>0.465375</td>\n",
              "      <td>0.510425</td>\n",
              "      <td>0.528725</td>\n",
              "      <td>0.411900</td>\n",
              "      <td>0.549225</td>\n",
              "      <td>0.697775</td>\n",
              "      <td>0.525400</td>\n",
              "      <td>0.575275</td>\n",
              "      <td>0.604450</td>\n",
              "      <td>0.575825</td>\n",
              "      <td>0.457975</td>\n",
              "      <td>0.382475</td>\n",
              "      <td>0.829500</td>\n",
              "      <td>0.494775</td>\n",
              "      <td>0.327800</td>\n",
              "      <td>0.400600</td>\n",
              "      <td>0.492400</td>\n",
              "      <td>0.414875</td>\n",
              "      <td>0.433400</td>\n",
              "      <td>0.329250</td>\n",
              "      <td>0.527700</td>\n",
              "      <td>0.461650</td>\n",
              "      <td>0.508425</td>\n",
              "      <td>0.586450</td>\n",
              "      <td>0.431275</td>\n",
              "      <td>0.507600</td>\n",
              "      <td>0.458075</td>\n",
              "      <td>0.471075</td>\n",
              "      <td>0.391950</td>\n",
              "      <td>0.551300</td>\n",
              "      <td>0.503725</td>\n",
              "      <td>0.564875</td>\n",
              "      <td>0.517025</td>\n",
              "      <td>0.460500</td>\n",
              "      <td>0.642300</td>\n",
              "      <td>0.439400</td>\n",
              "      <td>...</td>\n",
              "      <td>0.646900</td>\n",
              "      <td>0.467900</td>\n",
              "      <td>0.543400</td>\n",
              "      <td>0.477200</td>\n",
              "      <td>0.497400</td>\n",
              "      <td>0.846400</td>\n",
              "      <td>0.573875</td>\n",
              "      <td>0.501675</td>\n",
              "      <td>0.519825</td>\n",
              "      <td>0.515000</td>\n",
              "      <td>0.412375</td>\n",
              "      <td>0.479400</td>\n",
              "      <td>0.646325</td>\n",
              "      <td>0.565200</td>\n",
              "      <td>0.610075</td>\n",
              "      <td>0.506975</td>\n",
              "      <td>0.671725</td>\n",
              "      <td>0.514175</td>\n",
              "      <td>0.524175</td>\n",
              "      <td>0.501325</td>\n",
              "      <td>0.516975</td>\n",
              "      <td>0.517475</td>\n",
              "      <td>0.375275</td>\n",
              "      <td>0.572250</td>\n",
              "      <td>0.251600</td>\n",
              "      <td>0.540950</td>\n",
              "      <td>0.530900</td>\n",
              "      <td>0.527900</td>\n",
              "      <td>0.475275</td>\n",
              "      <td>0.522075</td>\n",
              "      <td>0.648500</td>\n",
              "      <td>0.492150</td>\n",
              "      <td>0.522500</td>\n",
              "      <td>0.457000</td>\n",
              "      <td>0.483000</td>\n",
              "      <td>0.511175</td>\n",
              "      <td>0.409075</td>\n",
              "      <td>0.498500</td>\n",
              "      <td>0.496400</td>\n",
              "      <td>0.536950</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.039000</td>\n",
              "      <td>8.257000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.282000</td>\n",
              "      <td>7.333000</td>\n",
              "      <td>5.473000</td>\n",
              "      <td>8.887000</td>\n",
              "      <td>6.433000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.134000</td>\n",
              "      <td>6.418000</td>\n",
              "      <td>4.750000</td>\n",
              "      <td>8.872000</td>\n",
              "      <td>4.081000</td>\n",
              "      <td>9.842000</td>\n",
              "      <td>5.248000</td>\n",
              "      <td>5.942000</td>\n",
              "      <td>5.201000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.494000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.416000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.796000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.834000</td>\n",
              "      <td>5.602000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>...</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.444000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.889000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>7.635000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.664000</td>\n",
              "      <td>9.566000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>3.497000</td>\n",
              "      <td>6.911000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.323000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>6.533000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>4.008000</td>\n",
              "      <td>5.900000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>9.552000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>8.346000</td>\n",
              "      <td>5.444000</td>\n",
              "      <td>6.317000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>5.911000</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>10.000000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 772 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                g-0           g-1  ...         g-770         g-771\n",
              "count  23814.000000  23814.000000  ...  23814.000000  23814.000000\n",
              "mean       0.248366     -0.095684  ...     -0.219210      0.101524\n",
              "std        1.393399      0.812363  ...      1.326193      1.417674\n",
              "min       -5.513000     -5.737000  ...    -10.000000    -10.000000\n",
              "25%       -0.473075     -0.562200  ...     -0.554400     -0.523800\n",
              "50%       -0.008850     -0.046600  ...      0.028700     -0.006500\n",
              "75%        0.525700      0.403075  ...      0.496400      0.536950\n",
              "max       10.000000      5.039000  ...     10.000000     10.000000\n",
              "\n",
              "[8 rows x 772 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 47
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "C4o86szEfsSl",
        "outputId": "596f6771-f24a-49f8-83e0-b62946bb4acc"
      },
      "source": [
        "#Transpondo o DataFrame pela media e gerando um histograma\n",
        "dados_g_transp = dados_g.describe().T['mean']\n",
        "dados_g_transp.hist(bins=30)"
      ],
      "execution_count": 48,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f18394e39d0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 48
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "-rsu0Ev7j4Mo",
        "outputId": "8b5e1024-eb39-4542-f5d5-82960a7c1bc2"
      },
      "source": [
        "#Transpondo o DataFrame pelo minimo e gerando um histograma\n",
        "dados_g_transp = dados_g.describe().T['min']\n",
        "dados_g_transp.hist(bins=30)"
      ],
      "execution_count": 49,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f1834789110>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 49
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": "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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "MF2e9Ljej-G1",
        "outputId": "ddadd264-faa1-480e-e0f2-3b5a9313244d"
      },
      "source": [
        "#Transpondo o DataFrame pelo maximo e gerando um histograma\n",
        "dados_g_transp = dados_g.describe().T['max']\n",
        "dados_g_transp.hist(bins=30)"
      ],
      "execution_count": 50,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f18393c92d0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 50
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "cK6dx4OCkcWz",
        "outputId": "2d88bf64-a7bd-4bbb-cfaa-776095cfb49d"
      },
      "source": [
        "#Replicando a mesma coisa para os tipos celulas(c)\n",
        "dados_c = dados.loc[:,'c-0':'c-99']\n",
        "dados_c.describe()"
      ],
      "execution_count": 53,
      "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>c-0</th>\n",
              "      <th>c-1</th>\n",
              "      <th>c-2</th>\n",
              "      <th>c-3</th>\n",
              "      <th>c-4</th>\n",
              "      <th>c-5</th>\n",
              "      <th>c-6</th>\n",
              "      <th>c-7</th>\n",
              "      <th>c-8</th>\n",
              "      <th>c-9</th>\n",
              "      <th>c-10</th>\n",
              "      <th>c-11</th>\n",
              "      <th>c-12</th>\n",
              "      <th>c-13</th>\n",
              "      <th>c-14</th>\n",
              "      <th>c-15</th>\n",
              "      <th>c-16</th>\n",
              "      <th>c-17</th>\n",
              "      <th>c-18</th>\n",
              "      <th>c-19</th>\n",
              "      <th>c-20</th>\n",
              "      <th>c-21</th>\n",
              "      <th>c-22</th>\n",
              "      <th>c-23</th>\n",
              "      <th>c-24</th>\n",
              "      <th>c-25</th>\n",
              "      <th>c-26</th>\n",
              "      <th>c-27</th>\n",
              "      <th>c-28</th>\n",
              "      <th>c-29</th>\n",
              "      <th>c-30</th>\n",
              "      <th>c-31</th>\n",
              "      <th>c-32</th>\n",
              "      <th>c-33</th>\n",
              "      <th>c-34</th>\n",
              "      <th>c-35</th>\n",
              "      <th>c-36</th>\n",
              "      <th>c-37</th>\n",
              "      <th>c-38</th>\n",
              "      <th>c-39</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>-0.355156</td>\n",
              "      <td>-0.455359</td>\n",
              "      <td>-0.480542</td>\n",
              "      <td>-0.377666</td>\n",
              "      <td>-0.493552</td>\n",
              "      <td>-0.446037</td>\n",
              "      <td>-0.574855</td>\n",
              "      <td>-0.266293</td>\n",
              "      <td>-0.451307</td>\n",
              "      <td>-0.458664</td>\n",
              "      <td>-0.486027</td>\n",
              "      <td>-0.473410</td>\n",
              "      <td>-0.508091</td>\n",
              "      <td>-0.510905</td>\n",
              "      <td>-0.306528</td>\n",
              "      <td>-0.452293</td>\n",
              "      <td>-0.337267</td>\n",
              "      <td>-0.473728</td>\n",
              "      <td>-0.619461</td>\n",
              "      <td>-0.330389</td>\n",
              "      <td>-0.454165</td>\n",
              "      <td>-0.496059</td>\n",
              "      <td>-0.383134</td>\n",
              "      <td>-0.295655</td>\n",
              "      <td>-0.443384</td>\n",
              "      <td>-0.449683</td>\n",
              "      <td>-0.597730</td>\n",
              "      <td>-0.431899</td>\n",
              "      <td>-0.501831</td>\n",
              "      <td>-0.288958</td>\n",
              "      <td>-0.385486</td>\n",
              "      <td>-0.434420</td>\n",
              "      <td>-0.322990</td>\n",
              "      <td>-0.545691</td>\n",
              "      <td>-0.461527</td>\n",
              "      <td>-0.350457</td>\n",
              "      <td>-0.477049</td>\n",
              "      <td>-0.209301</td>\n",
              "      <td>-0.598003</td>\n",
              "      <td>-0.397430</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>1.752565</td>\n",
              "      <td>2.004962</td>\n",
              "      <td>2.039346</td>\n",
              "      <td>1.554583</td>\n",
              "      <td>2.091888</td>\n",
              "      <td>1.893484</td>\n",
              "      <td>2.234152</td>\n",
              "      <td>1.465313</td>\n",
              "      <td>1.948829</td>\n",
              "      <td>1.646122</td>\n",
              "      <td>2.066695</td>\n",
              "      <td>2.058766</td>\n",
              "      <td>2.140051</td>\n",
              "      <td>2.170919</td>\n",
              "      <td>1.575507</td>\n",
              "      <td>1.974010</td>\n",
              "      <td>1.594663</td>\n",
              "      <td>2.079550</td>\n",
              "      <td>2.294899</td>\n",
              "      <td>1.641563</td>\n",
              "      <td>2.001374</td>\n",
              "      <td>2.023053</td>\n",
              "      <td>1.690235</td>\n",
              "      <td>1.536784</td>\n",
              "      <td>1.967079</td>\n",
              "      <td>1.899095</td>\n",
              "      <td>2.268931</td>\n",
              "      <td>1.916467</td>\n",
              "      <td>1.904629</td>\n",
              "      <td>1.521773</td>\n",
              "      <td>1.741182</td>\n",
              "      <td>1.988458</td>\n",
              "      <td>1.772399</td>\n",
              "      <td>2.201552</td>\n",
              "      <td>1.974772</td>\n",
              "      <td>1.751440</td>\n",
              "      <td>1.965178</td>\n",
              "      <td>1.287766</td>\n",
              "      <td>2.297375</td>\n",
              "      <td>1.838205</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>-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",
              "      <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>-9.910000</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>-0.549300</td>\n",
              "      <td>-0.538425</td>\n",
              "      <td>-0.550375</td>\n",
              "      <td>-0.601975</td>\n",
              "      <td>-0.559975</td>\n",
              "      <td>-0.578775</td>\n",
              "      <td>-0.571250</td>\n",
              "      <td>-0.524275</td>\n",
              "      <td>-0.551100</td>\n",
              "      <td>-0.654675</td>\n",
              "      <td>-0.564000</td>\n",
              "      <td>-0.546475</td>\n",
              "      <td>-0.555500</td>\n",
              "      <td>-0.572450</td>\n",
              "      <td>-0.535700</td>\n",
              "      <td>-0.561600</td>\n",
              "      <td>-0.580450</td>\n",
              "      <td>-0.554575</td>\n",
              "      <td>-0.582575</td>\n",
              "      <td>-0.552675</td>\n",
              "      <td>-0.561575</td>\n",
              "      <td>-0.572275</td>\n",
              "      <td>-0.570975</td>\n",
              "      <td>-0.556275</td>\n",
              "      <td>-0.532100</td>\n",
              "      <td>-0.583600</td>\n",
              "      <td>-0.569675</td>\n",
              "      <td>-0.574025</td>\n",
              "      <td>-0.608700</td>\n",
              "      <td>-0.538600</td>\n",
              "      <td>-0.552475</td>\n",
              "      <td>-0.537300</td>\n",
              "      <td>-0.533125</td>\n",
              "      <td>-0.584875</td>\n",
              "      <td>-0.569625</td>\n",
              "      <td>-0.539075</td>\n",
              "      <td>-0.575475</td>\n",
              "      <td>-0.532525</td>\n",
              "      <td>-0.579900</td>\n",
              "      <td>-0.559575</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>-0.009000</td>\n",
              "      <td>0.009800</td>\n",
              "      <td>-0.004000</td>\n",
              "      <td>-0.039050</td>\n",
              "      <td>0.011400</td>\n",
              "      <td>-0.008900</td>\n",
              "      <td>0.007400</td>\n",
              "      <td>0.006350</td>\n",
              "      <td>-0.005350</td>\n",
              "      <td>-0.025350</td>\n",
              "      <td>0.005350</td>\n",
              "      <td>0.002550</td>\n",
              "      <td>-0.005500</td>\n",
              "      <td>0.006400</td>\n",
              "      <td>0.002850</td>\n",
              "      <td>0.003100</td>\n",
              "      <td>-0.035850</td>\n",
              "      <td>-0.000100</td>\n",
              "      <td>0.009350</td>\n",
              "      <td>-0.008650</td>\n",
              "      <td>-0.013200</td>\n",
              "      <td>-0.004900</td>\n",
              "      <td>-0.010550</td>\n",
              "      <td>0.019600</td>\n",
              "      <td>0.016650</td>\n",
              "      <td>-0.008550</td>\n",
              "      <td>0.006500</td>\n",
              "      <td>-0.009250</td>\n",
              "      <td>-0.022400</td>\n",
              "      <td>-0.018200</td>\n",
              "      <td>0.003050</td>\n",
              "      <td>-0.002150</td>\n",
              "      <td>0.000500</td>\n",
              "      <td>0.005850</td>\n",
              "      <td>0.008650</td>\n",
              "      <td>-0.012800</td>\n",
              "      <td>-0.003350</td>\n",
              "      <td>-0.004000</td>\n",
              "      <td>-0.006650</td>\n",
              "      <td>-0.002500</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>0.448975</td>\n",
              "      <td>0.476875</td>\n",
              "      <td>0.460575</td>\n",
              "      <td>0.413100</td>\n",
              "      <td>0.470300</td>\n",
              "      <td>0.442675</td>\n",
              "      <td>0.459475</td>\n",
              "      <td>0.469375</td>\n",
              "      <td>0.453175</td>\n",
              "      <td>0.424400</td>\n",
              "      <td>0.468675</td>\n",
              "      <td>0.466900</td>\n",
              "      <td>0.458775</td>\n",
              "      <td>0.485875</td>\n",
              "      <td>0.462725</td>\n",
              "      <td>0.464475</td>\n",
              "      <td>0.430400</td>\n",
              "      <td>0.466700</td>\n",
              "      <td>0.466775</td>\n",
              "      <td>0.460100</td>\n",
              "      <td>0.452025</td>\n",
              "      <td>0.460900</td>\n",
              "      <td>0.450575</td>\n",
              "      <td>0.489350</td>\n",
              "      <td>0.468175</td>\n",
              "      <td>0.448800</td>\n",
              "      <td>0.468075</td>\n",
              "      <td>0.452675</td>\n",
              "      <td>0.425250</td>\n",
              "      <td>0.442650</td>\n",
              "      <td>0.461375</td>\n",
              "      <td>0.454775</td>\n",
              "      <td>0.482400</td>\n",
              "      <td>0.460250</td>\n",
              "      <td>0.464875</td>\n",
              "      <td>0.453475</td>\n",
              "      <td>0.445675</td>\n",
              "      <td>0.475400</td>\n",
              "      <td>0.456575</td>\n",
              "      <td>0.452875</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>3.365000</td>\n",
              "      <td>3.915000</td>\n",
              "      <td>2.970000</td>\n",
              "      <td>2.408000</td>\n",
              "      <td>4.555000</td>\n",
              "      <td>3.614000</td>\n",
              "      <td>3.904000</td>\n",
              "      <td>4.918000</td>\n",
              "      <td>3.648000</td>\n",
              "      <td>3.194000</td>\n",
              "      <td>5.642000</td>\n",
              "      <td>3.904000</td>\n",
              "      <td>4.472000</td>\n",
              "      <td>4.434000</td>\n",
              "      <td>3.358000</td>\n",
              "      <td>4.929000</td>\n",
              "      <td>2.675000</td>\n",
              "      <td>4.342000</td>\n",
              "      <td>3.811000</td>\n",
              "      <td>3.013000</td>\n",
              "      <td>3.228000</td>\n",
              "      <td>2.827000</td>\n",
              "      <td>4.134000</td>\n",
              "      <td>3.918000</td>\n",
              "      <td>3.924000</td>\n",
              "      <td>3.058000</td>\n",
              "      <td>4.144000</td>\n",
              "      <td>2.957000</td>\n",
              "      <td>3.322000</td>\n",
              "      <td>4.467000</td>\n",
              "      <td>3.606000</td>\n",
              "      <td>6.099000</td>\n",
              "      <td>4.073000</td>\n",
              "      <td>4.258000</td>\n",
              "      <td>3.374000</td>\n",
              "      <td>4.345000</td>\n",
              "      <td>2.837000</td>\n",
              "      <td>3.962000</td>\n",
              "      <td>3.734000</td>\n",
              "      <td>3.480000</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 × 100 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                c-0           c-1  ...          c-98          c-99\n",
              "count  23814.000000  23814.000000  ...  23814.000000  23814.000000\n",
              "mean      -0.355156     -0.455359  ...     -0.470252     -0.301505\n",
              "std        1.752565      2.004962  ...      1.834828      1.407918\n",
              "min      -10.000000    -10.000000  ...    -10.000000    -10.000000\n",
              "25%       -0.549300     -0.538425  ...     -0.592600     -0.562900\n",
              "50%       -0.009000      0.009800  ...      0.014000     -0.019500\n",
              "75%        0.448975      0.476875  ...      0.461275      0.438650\n",
              "max        3.365000      3.915000  ...      3.111000      3.805000\n",
              "\n",
              "[8 rows x 100 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 53
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 285
        },
        "id": "fac8NH_okjmX",
        "outputId": "f000927e-f3dc-46a5-8407-887c6fef46fa"
      },
      "source": [
        "dados_c.describe().T['mean'].hist(bins=50)"
      ],
      "execution_count": 52,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f1839485ad0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 52
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "FjtqLzZbZTGo"
      },
      "source": [
        "## Desafio 01: Ordenar o gráfico countplot"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 410
        },
        "id": "czAXaPV5ZVZ9",
        "outputId": "0d5e1522-9c0f-4d96-eaee-e09f071bdc5b"
      },
      "source": [
        "#Plotando grafico ordenado\n",
        "sns.set()\n",
        "plt.figure(figsize=(8,6))\n",
        "ax = sns.countplot(x='composto',\n",
        "                   data=dados.query('composto in @cod_compostos'),\n",
        "                   order = dados['composto'].value_counts().index[0:5])\n",
        "ax.set_title('Top 5 Compostos')\n",
        "ax.xlabel()\n",
        "plt.show()"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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uys3N1dy5c3Xs2DE5nU516tRJ8fHx8vf3lyR169ZNXbt2lcNRnlkSExPVrVs3SdL27duVmJgol8ul66+/XosWLVLz5s0bancAALhiNFjPwJAhQ7R27Vp16NDBmubl5aUpU6YoJSVFycnJ6tixo5YuXVphufXr1yspKUlJSUlWECgoKNDjjz+uVatW6f3331fLli21evXqhtoVAACuKA0WBsLDwxUcHFxhmp+fn/r372897tmzp9LS0mpc186dO9W9e3d17txZkhQTE6P33nuvXusFAMAuGmyYoCZut1vr1q1TVFRUhemTJk2Sy+XSoEGDNGPGDDmdTqWnpyskJMSaJyQkROnp6Q1dMgAAV4TLJgw89dRTatGihSZOnGhN27Fjh4KDg5Wfn685c+Zo5cqVmjVrVr1tMyDAt97WZUeBga08XQIAoB5cFmFg8eLFOnr0qFatWmVdLCjJGlbw9fXVuHHjtGbNGmv6nj17rPnS0tIuGIKojezsfLndpsp2Puyqd+pUnqdLAADUgsPhVe0XYI//tHDZsmVKTU3VypUr5XQ6relnzpxRUVGRJKmsrEwpKSkKCwuTJEVEROiLL77QkSNHJJVfZDh8+PAGrx0AgCtBg/UMLFy4UNu2bVNWVpYmT54sPz8/rVixQq+88oo6d+6smJgYSVJoaKhWrlyp77//XgsWLJCXl5fKysrUq1cvzZw5U1J5T0F8fLweeOABud1uhYWFaf78+Q21KwAAXFG8jDFV95Nf4WozTDBh7toGrKjx+HviXQwTAEAjcdkPEwAAAM8iDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJurdRhYvXp1pdPXrFlTb8UAAICGV+swsHLlykqnv/zyy/VWDAAAaHjeNc3wr3/9S5Lkdrv16aefyhhjtR0/flwtW7a8dNUBAIBLrsYwMH/+fElScXGxHn30UWu6l5eXAgMD9dhjj1266gAAwCVXYxjYvn27JGnu3LlKTEy85AUBAICGVWMYOO+nQcDtdldoczj4UQIAAI1VrcPAl19+qfj4eH3zzTcqLi6WJBlj5OXlpa+++uqSFQgAAC6tWoeBefPmafDgwXr66afVrFmzS1kTAABoQLXu3z9x4oRmzZqlLl26qEOHDhX+1WTx4sWKiopSt27d9O2331rTf/jhB40fP1633nqrxo8fryNHjvziNgAAUDe1DgM333yzdu/efVEbGTJkiNauXXtBcIiLi9OECROUkpKiCRMmaMGCBb+4DQAA1E2thwmKi4s1ffp09enTR+3atavQVtOvDMLDwy+Ylp2drUOHDll/wXDkyJF66qmnlJOTI2PMRbX5+/vXdncAAMD/V+sw8Otf/1q//vWv623D6enpCgoKUpMmTSRJTZo0Ufv27ZWeni5jzEW1EQYAAKi7WoeB6dOnX8o6PCIgwNfTJTRqgYGtPF0CAKAe1DoMnP+zxJW58cYb67zh4OBgZWRkyOVyqUmTJnK5XMrMzFRwcLCMMRfVVlfZ2flyu02V7XzYVe/UqTxPlwAAqAWHw6vaL8C1DgPn/yzxebm5uSotLVVQUJA+/PDDOhcWEBCgsLAwbd68WWPGjNHmzZsVFhZmdfVfbBsAAKgbL/PTOw/Vgcvl0ssvv6yWLVtq8uTJ1c67cOFCbdu2TVlZWWrbtq38/Pz07rvv6vDhw5o3b57Onj2r1q1ba/Hixbrmmmsk6aLb6qI2PQMT5q6t83rt4O+Jd9EzAACNRE09AxcdBiSprKxMkZGR+vjjjy92FR5FGLh4hAEAaDxqCgO/6KYCH3/8sby8vH7JKgAAgIfV+pqByMjICh/8586dU0lJieLi4i5JYQAAoGHUOgwsWbKkwuPmzZvr6quvlq8vP88DAKAxq3UY6Nevn6Ty2xdnZWWpXbt23LoYAIArQK0/zfPz8zV37lz16NFDgwYNUo8ePfTwww8rL4+LyAAAaMxqHQYWLlyoc+fOKTk5WQcPHlRycrLOnTunhQsXXsr6AADAJVbrYYJdu3bpgw8+UPPmzSVJV199tRYtWqSbb775khUHAAAuvVr3DPj4+CgnJ6fCtNzcXDmdznovCgAANJxa9wzccccd+tOf/qR7771XISEhSktL02uvvaZx48ZdyvoAAMAlVuswMHXqVAUFBSk5OVmZmZlq3769pkyZQhgAAKCRq/UwQUJCgq6++mq99tpr2rJli1577TV16dJFCQkJl7I+AABwidU6DGzevFndu3evMK179+7avHlzvRcFAAAaTq3DgJeXl9xud4VpLpfrgmkAAKBxqXUYCA8P13PPPWd9+Lvdbr3wwgsKDw+/ZMUBAIBLr9YXEM6fP18PPPCABg4cqJCQEKWnpyswMFCrVq26lPUBAIBLrNZh4KqrrtLGjRt18OBBpaenKzg4WD169OD+BAAANHK1DgOS5HA41LNnT/Xs2fNS1QMAABoYX+sBALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNEQYAALA5wgAAADZHGAAAwOYIAwAA2BxhAAAAmyMMAABgc4QBAABsjjAAAIDNeXu6gOPHj2vatGnW47y8POXn5+vf//63oqKi5HQ65ePjI0mKjY1VRESEJOnAgQNasGCBiouL1aFDBy1ZskQBAQEe2QcAABozj4eB0NBQJSUlWY8TEhLkcrmsx88//7y6du1aYRm32605c+Zo0aJFCg8P10svvaSlS5dq0aJFDVY3AABXistqmKCkpETJycmKjo6udr7U1FT5+PgoPDxckhQTE6OtW7c2RIkAAFxxPN4z8FPbt29XUFCQrr/+emtabGysjDHq06ePZs+erdatWys9PV0hISHWPP7+/nK73Tp9+rT8/Pxqvb2AAN96rd9uAgNbeboEAEA9uKzCwIYNGyr0Cqxdu1bBwcEqKSlRQkKC4uPjtXTp0nrbXnZ2vtxuU2U7H3bVO3Uqz9MlAABqweHwqvYL8GUzTJCRkaG9e/dq1KhR1rTg4GBJktPp1IQJE7R//35relpamjVfTk6OHA5HnXoFAABAucsmDGzcuFGRkZFq27atJKmwsFB5eeXfPI0x2rJli8LCwiRJ3bt3V1FRkfbt2ydJWr9+vYYNG+aZwgEAaOQum2GCjRs3av78+dbj7OxszZgxQy6XS263W126dFFcXJwkyeFwKDExUXFxcRV+WggAAOrOyxhT9aD5Fa421wxMmLu2AStqPP6eeBfXDABAI1HTNQOXTc8A7KltG6e8nT6eLuOyVFZSrNwzJZ4uA4ANEAbgUd5OH32WOMXTZVyW+sx9VRJhAMCld9lcQAgAADyDMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYnLenC5CkqKgoOZ1O+fj4SJJiY2MVERGhAwcOaMGCBSouLlaHDh20ZMkSBQQESFK1bQAAoPYum56B559/XklJSUpKSlJERITcbrfmzJmjBQsWKCUlReHh4Vq6dKkkVdsGAADq5rIJAz+XmpoqHx8fhYeHS5JiYmK0devWGtsAAEDdXBbDBFL50IAxRn369NHs2bOVnp6ukJAQq93f319ut1unT5+uts3Pz88T5QMA0GhdFmFg7dq1Cg4OVklJiRISEhQfH6+bb775km83IMD3km/jShYY2MrTJVzxOMYAGsJlEQaCg4MlSU6nUxMmTNDUqVN19913Ky0tzZonJydHDodDfn5+Cg4OrrKtLrKz8+V2myrbORFX79SpvF+8Do5x9erjGAOAw+FV7Rdgj18zUFhYqLy88hOeMUZbtmxRWFiYunfvrqKiIu3bt0+StH79eg0bNkySqm0DAAB14/GegezsbM2YMUMul0tut1tdunRRXFycHA6HEhMTFRcXV+Hng5KqbQMAAHXj8TDQsWNHvfPOO5W29e7dW8nJyXVuAwAAtefxYQIAAOBZhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGyOMAAAgM0RBgAAsDnCAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBz3p4uIDc3V3PnztWxY8fkdDrVqVMnxcfHy9/fX926dVPXrl3lcJRnlsTERHXr1k2StH37diUmJsrlcun666/XokWL1Lx5c0/uCgAAjZLHewa8vLw0ZcoUpaSkKDk5WR07dtTSpUut9vXr1yspKUlJSUlWECgoKNDjjz+uVatW6f3331fLli21evVqT+0CAACNmsfDgJ+fn/r372897tmzp9LS0qpdZufOnerevbs6d+4sSYqJidF77713KcsEAOCK5fFhgp9yu91at26doqKirGmTJk2Sy+XSoEGDNGPGDDmdTqWnpyskJMSaJyQkROnp6Z4oGQCARu+yCgNPPfWUWrRooYkTJ0qSduzYoeDgYOXn52vOnDlauXKlZs2aVW/bCwjwrbd12VFgYCtPl3DFq49jXFJWKqd303qo5srE8QEuozCwePFiHT16VKtWrbIuGAwODpYk+fr6aty4cVqzZo01fc+ePdayaWlp1rx1kZ2dL7fbVNnOh131Tp3K+8Xr4BhXr76O8b1rZtZDNVem1yY/Vy/HGbicORxe1X4B9vg1A5K0bNkypaamauXKlXI6nZKkM2fOqKioSJJUVlamlJQUhYWFSZIiIiL0xRdf6MiRI5LKLzIcPny4R2oHAKCx83jPwHfffadXXnlFnTt3VkxMjCQpNDRUU6ZM0YIFC+Tl5aWysjL16tVLM2eWf7vx9fVVfHy8HnjgAbndboWFhWn+/Pme3A0AABotj4eBa6+9Vt98802lbcnJyVUuN3ToUA0dOvRSlQUAgG1cFsMEAADAcwgDAADYHGEAAACb8/g1AwDQ2Pm1cqppMx9Pl3HZKi0q1um8kl+8njatm8vpw8dWZUqKy3Tm7LmLXp6jCgC/UNNmPtpy92RPl3HZGvHGGqkewoDTx1tPz3+rHiq68jyacMcvWp5hAgAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwOcIAAAA2RxgAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGAACwuUYdBn744QeNHz9et956q8aPH68jR454uiQAABqdRh0G4uLiNGHCBKWkpGjChAlasGCBp0sCAKDRabRhIDs7W4cOHdLIkSMlSSNHjtShQ4eUk5Pj4coAAGhcvD1dwMVKT09XUFCQmjRpIklq0qSJ2rdvr/T0dPn7+9dqHQ6HV43ztGvb8hfVeSWrzfGrDWfrgHpZz5Wovo5xO9/avSfsqj6Oc/N2vI6rU1+v5TZ+LeplPVei6o5xTcffyxhj6rughpCamqqHH35Y7777rjVtxIgRWrJkia6//noPVgYAQOPSaIcJgoODlZGRIZfLJUlyuVzKzMxUcHCwhysDAKBxabRhICAgQGFhYdq8ebMkafPmzQoLC6v1EAEAACjXaIcJJOnw4cOaN2+ezp49q9atW2vx4sW65pprPF0WAACNSqMOAwAA4JdrtMMEAACgfhAGAACwOcIAAAA2RxgAAMDmCAMAANhco/1zxFeKbt26af/+/WrZskLKM5kAABSiSURBVOKfPc7NzdXcuXN17NgxOZ1OderUSfHx8fL399fx48cVHR2tPXv2VLrOt956S6+//rocDoeaNGmiRx99VOHh4ZKk06dPKz4+Xl9++aW8vb01fPhwTZ8+XZJ04MABLViwQMXFxerQoYOWLFmigADP/InVjz76SM8995yMMTLGaPr06bruuus0bdo0a568vDzl5+fr3//+d6XrOH9sc3Nzq11u8eLFSklJ0YkTJ5ScnKyuXbtesK4XX3xRL7zwgtXudrv1xz/+UefOnZMkBQYG6sknn1RoaKik6o9zdW2etmPHDj333HMqKytTmzZttGjRInXs2FEffPCBnn32Wfn4+GjZsmU6evToBc/PLbfcIqn8bqLz5s3T6dOn5efnp8WLF6tz586SdMF6li5dquPHj8vhcKhFixZ6/PHHFRYWVum8s2bNsur86XN4/PjxOr0uGlplr+Vbbrmlyvd+dctc7L5u3bpVL7/8svX45MmT6tu3r1588cVqlzt37pwee+wxffPNNzLG6Nprr9XChQvl6+urnTt3aunSpfLy8lJZWZmGDh2qhx56SF5e9fNnh+siKipKTqdTPj4+kqTY2FhFRERU+V774YcftGDBAp06dUre3t767W9/q7i4ODVr1kyStGrVKm3atEne3t5q2bKl4uPjde2111a5/erOyTWdKy4bBh7VtWtXk5+ff8H03Nxc8+mnn1qPn3nmGfPII48YY4z58ccfTb9+/SpdX05OjunVq5c5deqUMcaYDz74wAwfPtxqf+CBB8yaNWusx5mZmcYYY1wulxk6dKjZu3evMcaYlStXmnnz5v2ynbtIbrfbhIeHm2+++cYYY8xXX31levbsaVwuV4X5Fi5caJ588skq11PVsf35cnv37jVpaWlm8ODB1jZ/KjU11dx3330XtJ89e9b6/2uvvWamTZtmPa7qONfU5kmnT582/fr1M99//70xxph33nnH/OlPfzLGGHPfffeZLVu2GGNqfn4mTZpk3nnnHWsdkyZNsrbx0/UYU/EYvv/+++b222+vct6fqu65r+l10ZCqO1ZVvT5r+/o35uL3dcyYMea9996rcb41a9aYGTNmGLfbbdxut5kxY4b529/+ZowxJj8/35SVlRljjCkpKTHR0dHmgw8+qHMt9aGq925V77Uff/zRfPnll8aY8nPfzJkzzYsvvmiMMebQoUPmpptuMgUFBcYYY15//XUzZcqUardf3TnZmOrPFZcLhgku0ueff64//vGPGj16tEaPHq3du3dr8eLFio6O1ujRo3XPPffoxIkT1vwfffSRxo4dq9GjR+v222/X119/bbWtXr1aY8aM0a233qqUlBRJkp+fn/r372/N07NnT6WlpVWo4ZlnntGoUaM0atQo7du3T5KsbxIFBQWSyr85XHXVVZKkI0eO6Ntvv9U999xjrSMwMFBS+b0efHx8rB6EmJgYbd26td6OV105HA7l5eVJKt+H9u3by+H4v5drSUmJkpOTFR0dbU3btm2bhg0bpjFjxmjlypWVrrey5cLDw6v8M9YlJSWKj4/XE088cUFbq1atrP/n5+db9VV3nKtr87SjR4+qXbt2uvrqqyVJkZGR2r17tx555BF99tlnWrp0qSZNmiSp6uenuruJPv300xes5+fH8Py3ysrmPa+y57A2bZ5S3Wu5svd+TcucV9m+/vWvf9XYsWM1atQoTZs2TWfOnLmgni+//FInT55UVFSUJOnUqVOaNGmSxo4dq9tuu02JiYnWvF5eXioqKlJpaalKS0tVWFhonU9atmxp3SiuuLhYpaWlF9ToSdW910JDQ3XddddJKj/WPXr0sM6vXl5eKi0tVVFRkaSK51CpvOf1/Hk/OjpaWVlZVltl52Sp6nOFJP3zn/9UTEyMxo4dq/Hjx+vAgQNW28aNGzVu3DiNHTtWd999t77//vt6OTaV8nQaaYxyc3PNgAEDzGeffWaMMaasrMycPn3aZGdnW/P84x//MA899JAxxpjvv//eDBgwwPzwww/GGGOKi4tNXl6eMab82+sLL7xgjDHm8OHDpl+/fiYrK6vC9lwul7nnnnvM66+/bowpT6Fdu3Y1GzduNMYY8+mnn5qIiAhTXFxsjDFm06ZNplevXiYyMtJERESYI0eOGGPKv3nFxMSYRx55xNx+++1mypQp5ttvvzXGGLN161Zz//33V9hujx49TG5ubv0ctDr65JNPTL9+/cxNN91k+vbtaz7//PMK7e+9954ZPXq09fjUqVOmX79+5vDhw8YYY/72t79V+s3r58v9VGXfLhITE83//M//VNk+ZcoUM2DAAHPbbbeZkydPGmOqP87VtXna2bNnTb9+/cx//vMfY4wxb7zxhunatatJTU01EydONNu3b7fmrer5+eKLL8yIESMqrHf48OEmNTXVGGMuWI8xxjz66KMmMjLSDBo0qMKxqGxeY6p/Dqtr85SqjlV17/2aXv/GVL6vPz0HLVu2zCxZsuSC5Z588kmzcOFC63FRUZH1PikpKTGTJk0y//znP622hx56yISHh5vw8HDrnHbewYMHzciRI81vf/tb8/TTTxu3213n41MfBg8ebEaNGmVGjhxp4uLizJkzZ2r9Xjt37pwZMWJEhV6NV1991fzud78zAwcONCNGjDA5OTnGmPJz7dChQ60ehvz8fFNUVFTjOdmYys8VR48eNXfeeaf1efDtt9+ayMhIY0x5j+X9999vrWPHjh1m/Pjx9Xzk/s/lE+MakQMHDqhLly7q3bu3pPLbJ7dp00Y7d+7UnXfeqZEjR2r16tX66quvJEmffPKJBg0aZI2bOp1O+fr6WusbN26cJOmaa67RddddVyEZStJTTz2lFi1aaOLEida0pk2bavTo0ZKk/v37q1mzZvr++++Vn5+vtWvX6q233tKOHTs0b948TZ8+XcYYud1u/ec//9HYsWOtxDl16tRLdpwuVllZmV555RW99NJL+uijj/Tyyy/roYcesno7JGnDhg0VvhH95z//0XXXXWf9Oerx48dXuu6fL1edzz//XKmpqZowYUKV8/z3f/+3du3apdtuu80ak63uOF/Oz0GrVq20fPlyLVq0SGPHjlV2drZat25tffs7rzbPT10kJCRox44dmjVrVoVvpVWp7jmsy/PbEGo6VpW992t7fCvb16SkJKtnYPPmzdY56LySkhJt3ry5wnIul0uJiYkaPXq0xo4dq++++87qufzkk08kSbt379bu3btVWlqq1atXW8v+9re/VXJysnbs2KEvv/yywrfhhrR27Vpt2rRJGzZskDFG8fHxtXqvlZWVadasWbrhhhs0ZMgQSdKJEyf04Ycfatu2bdq1a5f+8Ic/aN68eZLKr6kZM2aM1cPQsmVL6zqFqs7J51V2rti1a5eOHTumu+66S2PGjFFsbKzKysqUlZWl7du36+uvv9a4ceM0ZswYPfvsszp58uQlO4aEgXpy4sQJLVq0SM8++6w2b96sp59+WiUlJb94vYsXL9bRo0e1YsWKWnXB7d69W61atbI+FEeMGKFjx44pNzdXwcHBCg4OtoYCbrnlFp06dUo5OTkKDg6uMAyRk5Mjh8MhPz+/X7wPdfXVV18pMzNTffr0kST16dNHzZs31+HDhyVJGRkZ2rt3r0aNGlWn9dZ1ub179+rw4cMaMmSIoqKidPLkSd13333avXt3hfkcDofuuOMOJSUlSVKNx7mqtsvBgAEDtG7dOr399tuaOHGiioqK9Ktf/arCPNU9P7/kbqK333679uzZo9zc3Crnqe45vNjXxaVU02v5YpepbF/37dundevW6dVXX1VycrIeeuihC85B77//vkJDQ/Wb3/zGmrZmzRqdPXtWb775ppKTkzV06FAVFxdLktavX6+bb75ZPj4+8vHx0YgRIyq9SM7f31+DBg3y2NDi+deX0+nUhAkTtH///hrfay6XS7GxsWrTpo0ee+wxa11bt25V165d1b59e0n/97qsDz8/V0hSRESEkpKSrH+7d+9Wu3btZIxRdHS0NX3Tpk3asWNHvdRRaW2XbM1XsJ49e+rw4cP6/PPPJZW/qNLT09W0aVMFBgbK7XZr/fr11vy///3vtXPnTh05ckRSeTrPz8+32jds2CCpfIzr0KFD6tmzpyRp2bJlSk1N1cqVK+V0OivUUFpaquTkZEnlJ4GioiJdc801Cg0N1aFDh5SdnS1J+vTTT+Xr66u2bduqe/fuatGihb777jtJ5R92bdq0sdqKioqsZL9+/XoNGzasvg9drVx11VU6efKklaoPHz6s7Oxs60Np48aNioyMVNu2ba1levbsqUOHDlnH+M0337xgvZUtV50///nP2r17t7Zv367t27frqquu0urVqzVw4EDl5ORU+ADfunWrunXrJkk1Hueq2i4Hp06dklTeg7Fs2TLFxMSoRYsWFeap7vmpy91ECwoKlJ6ebj3evn272rRpU20Are45rOvz2xBqei1X9t6vaRmp8n09e/asfH195efnp5KSEmvdP1VZb0JeXp4CAwPl4+OjjIwMffjhh1ZbaGiodu/ebfUs7tq1y7qq/ocffpDb7ZYkFRYWaufOnZX+EudSKywstK6vMMZoy5YtCgsLq/a95na7NW/ePDVp0kQJCQkVfgERGhqqzz77TIWFhZLKx/TP7/NNN92kpKQk6zqBgoICKzhVdU6u7lzx+9//Xrt27bJqlKSDBw9KKv+FRFJSktUb4HK5lJqaWs9H7//w08KL4OfnpxdeeEHPPPOMCgsL5XA49PDDD2vYsGEaMWKE2rZtq8jISOuDtXPnznrqqac0a9YsuVwuNWnSRM8884z1gnC5XLr99tt17tw5xcfHKyAgQN99951eeeUVde7cWTExMZLKX6TnL4zz8/PT119/rVdffVVSeXBwOp3q3r27pkyZookTJ6pp06ZyOp167rnnKlyY9cgjj6ikpETNmzfXiy++KC8vL3l5eSkxMVFxcXEVflroCYGBgXriiSc0c+bMCnWf/5DYuHGj5s+fX2GZgIAAPfXUU3rwwQfVrFkz62duP1XZcpK0cOFCbdu2TVlZWZo8ebL8/Pz07rvvVlvjqVOn9Mgjj6i0tFSSKhwvLy+vKo/z+X2pqs3TVqxYof3796u0tFS///3vFRsbe8E8NT0/TzzxhObNm6eXXnrJuptoZc6dO6eZM2fq3LlzcjgcatOmjVatWlXtsajqOaypzVNqOlaVvfclVbuMVPm+RkREaNOmTbr11lvVtm1bhYeH64svvrDa09PTtX//fq1YsaLCcpMmTdLMmTM1cuRIBQUF6cYbb7Tapk2bpgULFlgXhP7mN7+xuto//PBDbdy4UU2aNJHb7dbQoUOtYY+GlJ2drRkzZsjlcsntdqtLly6Ki4ur9n34z3/+U5s2bVLXrl01duxYSVLv3r0VFxenW265xRpecDqdat26tRYtWiSpvPv/z3/+syZPniwvLy85nU6tWrVKUtXn5OrOFZ07d9aSJUs0f/5860LN3r17q0ePHurbt68eeughTZ06VS6XS6WlpRo2bJi6d+9+SY4jdy0EAMDmGCYAAMDmCAMAANgcYQAAAJsjDAAAYHOEAQAAbI4wAACAzREGADQ6x48fV7du3VRWVubpUoArAmEAAACbIwwANpeenq7p06frhhtuUP/+/a2bvLz00ksaPHiwbrzxRs2dO9f6k6/nv5Vv2LBBkZGR6tu3r9atW6eDBw9q1KhRCg8PV3x8vLX+t99+WzExMYqPj1efPn00bNgw/etf/7LaMzIy9OCDD6pfv366+eab9Y9//MNqO3jwoMaOHavevXtrwIAB1l+CO3/Trr59+6pXr176/PPPq60ZQA0u2f0QAVz2ysrKzKhRo0xCQoIpKCgwRUVFZu/evebNN980Q4cONceOHTP5+flm2rRpJjY21hjzf7fQfvzxx01RUZHZtWuX6d69u5k6darJysoyJ0+eNDfccIPZs2ePMcaYDRs2mLCwMLNmzRpTUlJi3n33XdO7d2/r9tgTJkwwcXFxpqioyBw6dMj079/ffPLJJ8YYY+68807rtrD5+fnWrXzP11BaWmrtS3U1A6gePQOAjR08eFCZmZmaO3euWrRoIR8fH4WHhys5OVn33nuvOnbsqJYtW2r27NnasmVLhTH6adOmycfHRwMHDlSLFi00cuRIBQQEKCgoSOHh4Tp06JA1r7+/v+655x41bdpUI0aM0NVXX60dO3ZYfy8/NjZWPj4+CgsL07hx46y7unl7e+vYsWPKyclRy5YtrZt4VaY2NQOoHGEAsLH09HSFhITI27viPcsyMzPVoUMH63GHDh1UVlZm3Q1TknVTHUny8fG54PH5u75JUlBQUIUbEIWEhCgzM1OZmZlq06aNfH19K7RlZGRIkhISEnTkyBENHz5c0dHR+uijj6rcl9rUDKByhAHAxoKDg5Wenn7Bt+f27dvrxIkT1uO0tDR5e3tX+MCvi4yMDJmf3BMtPT1d7du3V/v27XXmzJkKt/ROT09XUFCQpPK7ui1btkz/+te/dP/99+u//uu/VFhYWOmdDeu7ZsBOCAOAjfXo0UOBgYF69tlnVVhYqOLiYn322WcaOXKkXn/9df34448qKCjQ8uXLNXz48At6EGorJydHb7zxhkpLS/Xee+/p8OHDioyMVHBwsHr16qVly5apuLhYX3/9td566y2NHj1akpSUlKScnBw5HA61bt1akuRwOOTv7y+Hw6Eff/zR2kZ91wzYCe8SwMaaNGmiVatWaeHChRo8eLAkadSoUXr00UeVkZGhiRMnqri4WAMHDtTjjz9+0dvp0aOHjh49qhtuuEHt2rXT888/r7Zt20oqv+97XFycIiIi1Lp1a82YMUMDBgyQJO3atUvPPPOMioqKFBISouXLl6tZs2aSpAcffFB//OMfVVZWpldffVXR0dH1WjNgJ17mp313AFDP3n77bb355ptat26dp0sBUAWGCQAAsDnCAAAANscwAQAANkfPAAAANkcYAADA5ggDAADYHGEAAACbIwwAAGBzhAEAAGzu/wH+dl1mOCHFAwAAAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Y6moa0YdZYSs"
      },
      "source": [
        "## Desafio 02: Melhorar a visualização alterando tamanho da fonte..."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 413
        },
        "id": "sj11gYg2c6cB",
        "outputId": "296ebba1-fa05-4283-f4ec-80a19d74127b"
      },
      "source": [
        "#Plotando grafico ordenado\n",
        "sns.set()\n",
        "plt.figure(figsize=(8,6))\n",
        "plt.rcParams.update({'font.size': 20}) #tamanho da fonte\n",
        "plt.rcParams['xtick.labelsize'] = 12\n",
        "plt.rcParams['ytick.labelsize'] = 12\n",
        "ax = sns.countplot(x='composto',\n",
        "                   data=dados.query('composto in @cod_compostos'),\n",
        "                   order = dados['composto'].value_counts().index[0:5],\n",
        "                   palette='crest'\n",
        "                   )\n",
        "ax.set_title('Comparação de Qtd de Testes dos Top 5 Compostos')\n",
        "plt.xlabel(\"Nome dos Compostos\")\n",
        "plt.ylabel(\"Qtds de Testes\")\n",
        "plt.show()"
      ],
      "execution_count": 37,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xWWRgziCZYK0"
      },
      "source": [
        "## Desafio 03: Plotar os histogramas com seaborn"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PCYAfCfiZYDc"
      },
      "source": [
        "## Desafio 04: Estudar sobre as estatíticas retornadas no .describe()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XfZZBk6wZX7k"
      },
      "source": [
        "## Desafio 05: Refletir sobre a manipulação do tamanho das visualizações."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "zJDcnzvlZXvO"
      },
      "source": [
        "## Desafio 06: Fazer outras análises com o boxplot e até com o histograma."
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "D3nCv3AmZWu8"
      },
      "source": [
        "### Desafio 07: Resumo do que você aprendeu com os dados"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "A-RO0XsrZlf1"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}