aula02_alura.ipynb

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      "name": "aula02_alura.ipynb",
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      "authorship_tag": "ABX9TyObxi8bGqkzgR1BW3rjMDW7",
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
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      "source": [
        "<a href=\"https://colab.research.google.com/github/M00NCX/Imersao_de_Dados/blob/main/aula02_alura.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "cXKRck_vNsDj"
      },
      "source": [
        "3ª Edição da Imersão Dados - Alura é para quem quer acelerar os conhecimentos em Ciência de Dados, utilizando tecnologias alinhadas ao mercado e desenvolvendo projetos com dados do mundo real. |Utilizando conehcimentos em Lógica da Programação, Python, Data Science e +"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hMky7BNgCxDv"
      },
      "source": [
        "## AULA 01"
      ],
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "CNhnb6b-GAI6"
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      "source": [
        "####Desafio 01: Investigar por que a classe tratamento é tão desbalanceada? | **OK**\n",
        "\n",
        "####Desafio 02: Plotar as 5 últimas linhas da tabela.  | **OK**\n",
        "\n",
        "####Desafio 03: Proporção das classes tratamento. | **OK**\n",
        "\n",
        "####Desafio 04: Quantos tipos de drogas foram investigadas? | **OK**\n",
        "\n",
        "####Desafio 05: Procurar na documentação o método query. | **OK**\n",
        "\n",
        "####Desafio 06: Renomear as colunas tirando o hífen. | **OK**\n",
        "\n",
        "####Desafio 07: Deixar os gráficos bonitões. (Matplotlib.pyplot) | **OK**\n",
        "\n",
        "####Desafio 08: Resumo do que você aprendeu com os dados: \n",
        "#### **Pode-se observar que:**\n",
        "#### **- Há dois tipos de tratamentos, o com drogas e o com controle, que somam 23.214 amostras;**\n",
        "#### **- Com controle: Somente um tipo de droga, sendo este o \"cacb2b860\", e 1.866 ao total;**\n",
        "#### **- Com drogas: 3.289 tipos de drogas usadas em 21.948 amostras, ao total;**\n",
        "#### **- Há dois tipos de doses, D1 e D2;**\n",
        "#### **- Os períodos do tempo de exposição são divididos em 24, 48 e 72 horas;**\n",
        "#### **- Nota: As observações feitas não querem dizer verdade absoluta, pois foram as análises que eu consegui chegar, podendo ser verídicas ou não.** \n",
        "\n",
        "#### - Aprendi a criar gráficos de uma base de dados e personalizar algumas variáveis, como: cor, fonte, tamanho, posição, legenda, etc;\n",
        "#### - Fazer um \"refinamento\" dos dados com .value_counts() e .unique();\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 444
        },
        "id": "IKohAnO7_XqV",
        "outputId": "002ef279-f2ba-4707-a464-af81692dc0a7"
      },
      "source": [
        "import pandas as pd\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "import numpy as np\n",
        "\n",
        "import seaborn as sns\n",
        "\n",
        "\n",
        "url_dados = 'https://github.com/alura-cursos/imersaodados3/blob/main/dados/dados_experimentos.zip?raw=true'\n",
        "\n",
        "dados = pd.read_csv(url_dados, compression = 'zip')\n",
        "dados"
      ],
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "execute_result",
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              "      <td>48</td>\n",
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              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>id_fffb70c0c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>ecf3b6b74</td>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "      <td>-0.3743</td>\n",
              "      <td>0.9905</td>\n",
              "      <td>-0.7178</td>\n",
              "      <td>0.6621</td>\n",
              "      <td>-0.2252</td>\n",
              "      <td>-0.5565</td>\n",
              "      <td>0.5112</td>\n",
              "      <td>0.6727</td>\n",
              "      <td>-0.1851</td>\n",
              "      <td>2.8650</td>\n",
              "      <td>-0.2140</td>\n",
              "      <td>-0.6153</td>\n",
              "      <td>0.8362</td>\n",
              "      <td>0.5584</td>\n",
              "      <td>-0.2589</td>\n",
              "      <td>0.1292</td>\n",
              "      <td>0.0148</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>-0.2182</td>\n",
              "      <td>-0.9235</td>\n",
              "      <td>0.0749</td>\n",
              "      <td>-1.5910</td>\n",
              "      <td>-0.8359</td>\n",
              "      <td>-0.9217</td>\n",
              "      <td>0.3013</td>\n",
              "      <td>0.1716</td>\n",
              "      <td>0.0880</td>\n",
              "      <td>0.1842</td>\n",
              "      <td>0.1835</td>\n",
              "      <td>0.5436</td>\n",
              "      <td>-0.0533</td>\n",
              "      <td>-0.0491</td>\n",
              "      <td>0.9543</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1410</td>\n",
              "      <td>1.2640</td>\n",
              "      <td>-0.8663</td>\n",
              "      <td>0.8129</td>\n",
              "      <td>-0.1514</td>\n",
              "      <td>-0.4652</td>\n",
              "      <td>-0.7390</td>\n",
              "      <td>-1.3270</td>\n",
              "      <td>0.9925</td>\n",
              "      <td>1.0570</td>\n",
              "      <td>-0.3355</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.8219</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>-0.2942</td>\n",
              "      <td>0.2408</td>\n",
              "      <td>-0.7781</td>\n",
              "      <td>-0.0929</td>\n",
              "      <td>-0.0329</td>\n",
              "      <td>0.0781</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>0.3188</td>\n",
              "      <td>-1.1080</td>\n",
              "      <td>0.4895</td>\n",
              "      <td>-0.2144</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.4444</td>\n",
              "      <td>-1.1130</td>\n",
              "      <td>0.4286</td>\n",
              "      <td>0.4426</td>\n",
              "      <td>0.0423</td>\n",
              "      <td>-0.3195</td>\n",
              "      <td>-0.8086</td>\n",
              "      <td>-0.9798</td>\n",
              "      <td>-0.2084</td>\n",
              "      <td>-0.1224</td>\n",
              "      <td>-0.2715</td>\n",
              "      <td>0.3689</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>id_ffffdd77b</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>972f41291</td>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>-0.1361</td>\n",
              "      <td>0.7952</td>\n",
              "      <td>-0.3611</td>\n",
              "      <td>-3.6750</td>\n",
              "      <td>-1.2420</td>\n",
              "      <td>0.9146</td>\n",
              "      <td>3.0790</td>\n",
              "      <td>1.2460</td>\n",
              "      <td>1.9460</td>\n",
              "      <td>1.4370</td>\n",
              "      <td>2.9780</td>\n",
              "      <td>2.2370</td>\n",
              "      <td>-0.6818</td>\n",
              "      <td>0.6870</td>\n",
              "      <td>-1.1060</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>-0.9247</td>\n",
              "      <td>-0.0738</td>\n",
              "      <td>-0.1919</td>\n",
              "      <td>-0.7722</td>\n",
              "      <td>-1.4050</td>\n",
              "      <td>-1.0050</td>\n",
              "      <td>-1.1170</td>\n",
              "      <td>-0.5293</td>\n",
              "      <td>-1.1720</td>\n",
              "      <td>-0.2885</td>\n",
              "      <td>0.1599</td>\n",
              "      <td>-0.4250</td>\n",
              "      <td>0.3591</td>\n",
              "      <td>-0.1420</td>\n",
              "      <td>-0.9530</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-1.8340</td>\n",
              "      <td>...</td>\n",
              "      <td>-6.9170</td>\n",
              "      <td>-1.8640</td>\n",
              "      <td>-2.5090</td>\n",
              "      <td>-4.7130</td>\n",
              "      <td>-1.7250</td>\n",
              "      <td>-3.8650</td>\n",
              "      <td>-3.0800</td>\n",
              "      <td>-4.1530</td>\n",
              "      <td>-1.2030</td>\n",
              "      <td>-1.1690</td>\n",
              "      <td>-4.1460</td>\n",
              "      <td>-1.2670</td>\n",
              "      <td>-1.1300</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>0.1591</td>\n",
              "      <td>-2.2490</td>\n",
              "      <td>-2.5860</td>\n",
              "      <td>-1.9520</td>\n",
              "      <td>-2.1810</td>\n",
              "      <td>-4.6690</td>\n",
              "      <td>-3.9450</td>\n",
              "      <td>-2.9560</td>\n",
              "      <td>-2.7930</td>\n",
              "      <td>-2.1560</td>\n",
              "      <td>-2.4100</td>\n",
              "      <td>-1.8190</td>\n",
              "      <td>-3.3480</td>\n",
              "      <td>-0.1414</td>\n",
              "      <td>-2.6430</td>\n",
              "      <td>-2.5810</td>\n",
              "      <td>-3.3890</td>\n",
              "      <td>-1.7450</td>\n",
              "      <td>-6.6300</td>\n",
              "      <td>-4.0950</td>\n",
              "      <td>-7.3860</td>\n",
              "      <td>-1.4160</td>\n",
              "      <td>-3.5770</td>\n",
              "      <td>-0.4775</td>\n",
              "      <td>-2.1500</td>\n",
              "      <td>-4.2520</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>23814 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "0      id_000644bb2     com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1      id_000779bfc     com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2      id_000a6266a     com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3      id_0015fd391     com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4      id_001626bd3     com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23810  id_fffb70c0c     com_droga     24   D2  ... -0.2084 -0.1224 -0.2715  0.3689\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "23813  id_ffffdd77b     com_droga     72   D1  ... -3.5770 -0.4775 -2.1500 -4.2520\n",
              "\n",
              "[23814 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 3
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 256
        },
        "id": "Wa3d964Q__1A",
        "outputId": "199470dd-f595-42e9-f437-2476295962f6"
      },
      "source": [
        "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",
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              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             id tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "0  id_000644bb2  com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1  id_000779bfc  com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2  id_000a6266a  com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "3  id_0015fd391  com_droga     48   D1  ... -1.6210 -0.8784 -0.3876 -0.8154\n",
              "4  id_001626bd3  com_droga     72   D2  ...  0.1094  0.2885 -0.3786  0.7125\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "F9eJn_YUA249",
        "outputId": "eeda683f-d1fd-4604-fee5-3a7537ddcfb7"
      },
      "source": [
        "dados.shape"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(23814, 877)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HAyqz2YvA54Y",
        "outputId": "c26a170f-1929-4f02-c37c-6fba0d6f6474"
      },
      "source": [
        "dados['tratamento']"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0           com_droga\n",
              "1           com_droga\n",
              "2           com_droga\n",
              "3           com_droga\n",
              "4           com_droga\n",
              "             ...     \n",
              "23809       com_droga\n",
              "23810       com_droga\n",
              "23811    com_controle\n",
              "23812       com_droga\n",
              "23813       com_droga\n",
              "Name: tratamento, Length: 23814, dtype: object"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CijkOyyOBAHZ",
        "outputId": "45182237-acd8-4d7d-8bff-fdd8d7d1f8fb"
      },
      "source": [
        "dados['tratamento'].unique()"
      ],
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['com_droga', 'com_controle'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 7
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "XAmNZcSSBOb9",
        "outputId": "45f18b2b-060c-4f52-fd30-92aa02d1b266"
      },
      "source": [
        "dados['tempo'].unique()"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([24, 72, 48])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "TK6lHS67CBku",
        "outputId": "289ffb7f-28ee-44cf-d57c-f258af6d6407"
      },
      "source": [
        "dados['dose'].unique()"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['D1', 'D2'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wgqNf0eOCWWV",
        "outputId": "fcf75125-b4c3-45e3-cb4a-1c656458123f"
      },
      "source": [
        "dados['droga'].unique()"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array(['b68db1d53', 'df89a8e5a', '18bb41b2c', ..., '573c787a2',\n",
              "       'b2fe3eca7', 'dd4a96d16'], dtype=object)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "S8ibn-NRCbwU",
        "outputId": "83d19aa5-7881-437c-a25c-d1ea09221706"
      },
      "source": [
        "dados['g-0'].unique()"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([ 1.062 ,  0.0743,  0.628 , ...,  0.3942,  0.666 , -0.8598])"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "9mB9nPq7GhqE",
        "outputId": "ecb99132-98e0-4e94-e65f-d887c22aa1e2"
      },
      "source": [
        "dados['dose'].value_counts()"
      ],
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "D1    12147\n",
              "D2    11667\n",
              "Name: dose, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ONkDUm6WC9zO",
        "outputId": "5b2774b7-1748-437b-e631-b7994284991a"
      },
      "source": [
        "## DESAFIO 01\n",
        "dados['tratamento'].value_counts()"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "com_droga       21948\n",
              "com_controle     1866\n",
              "Name: tratamento, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 256
        },
        "id": "IE5zsDc9HNeC",
        "outputId": "7966afd7-39ae-4d86-8a51-398f87f05c35"
      },
      "source": [
        "dados.tail()\n",
        "\n",
        "## DESAFIO 02"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23810</th>\n",
              "      <td>id_fffb70c0c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>ecf3b6b74</td>\n",
              "      <td>-1.3260</td>\n",
              "      <td>0.3478</td>\n",
              "      <td>-0.3743</td>\n",
              "      <td>0.9905</td>\n",
              "      <td>-0.7178</td>\n",
              "      <td>0.6621</td>\n",
              "      <td>-0.2252</td>\n",
              "      <td>-0.5565</td>\n",
              "      <td>0.5112</td>\n",
              "      <td>0.6727</td>\n",
              "      <td>-0.1851</td>\n",
              "      <td>2.8650</td>\n",
              "      <td>-0.2140</td>\n",
              "      <td>-0.6153</td>\n",
              "      <td>0.8362</td>\n",
              "      <td>0.5584</td>\n",
              "      <td>-0.2589</td>\n",
              "      <td>0.1292</td>\n",
              "      <td>0.0148</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>-0.2182</td>\n",
              "      <td>-0.9235</td>\n",
              "      <td>0.0749</td>\n",
              "      <td>-1.5910</td>\n",
              "      <td>-0.8359</td>\n",
              "      <td>-0.9217</td>\n",
              "      <td>0.3013</td>\n",
              "      <td>0.1716</td>\n",
              "      <td>0.0880</td>\n",
              "      <td>0.1842</td>\n",
              "      <td>0.1835</td>\n",
              "      <td>0.5436</td>\n",
              "      <td>-0.0533</td>\n",
              "      <td>-0.0491</td>\n",
              "      <td>0.9543</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1410</td>\n",
              "      <td>1.2640</td>\n",
              "      <td>-0.8663</td>\n",
              "      <td>0.8129</td>\n",
              "      <td>-0.1514</td>\n",
              "      <td>-0.4652</td>\n",
              "      <td>-0.7390</td>\n",
              "      <td>-1.3270</td>\n",
              "      <td>0.9925</td>\n",
              "      <td>1.0570</td>\n",
              "      <td>-0.3355</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.8219</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>-0.2942</td>\n",
              "      <td>0.2408</td>\n",
              "      <td>-0.7781</td>\n",
              "      <td>-0.0929</td>\n",
              "      <td>-0.0329</td>\n",
              "      <td>0.0781</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>0.3188</td>\n",
              "      <td>-1.1080</td>\n",
              "      <td>0.4895</td>\n",
              "      <td>-0.2144</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.4444</td>\n",
              "      <td>-1.1130</td>\n",
              "      <td>0.4286</td>\n",
              "      <td>0.4426</td>\n",
              "      <td>0.0423</td>\n",
              "      <td>-0.3195</td>\n",
              "      <td>-0.8086</td>\n",
              "      <td>-0.9798</td>\n",
              "      <td>-0.2084</td>\n",
              "      <td>-0.1224</td>\n",
              "      <td>-0.2715</td>\n",
              "      <td>0.3689</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23813</th>\n",
              "      <td>id_ffffdd77b</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>972f41291</td>\n",
              "      <td>-0.8598</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>-0.1361</td>\n",
              "      <td>0.7952</td>\n",
              "      <td>-0.3611</td>\n",
              "      <td>-3.6750</td>\n",
              "      <td>-1.2420</td>\n",
              "      <td>0.9146</td>\n",
              "      <td>3.0790</td>\n",
              "      <td>1.2460</td>\n",
              "      <td>1.9460</td>\n",
              "      <td>1.4370</td>\n",
              "      <td>2.9780</td>\n",
              "      <td>2.2370</td>\n",
              "      <td>-0.6818</td>\n",
              "      <td>0.6870</td>\n",
              "      <td>-1.1060</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>-0.9247</td>\n",
              "      <td>-0.0738</td>\n",
              "      <td>-0.1919</td>\n",
              "      <td>-0.7722</td>\n",
              "      <td>-1.4050</td>\n",
              "      <td>-1.0050</td>\n",
              "      <td>-1.1170</td>\n",
              "      <td>-0.5293</td>\n",
              "      <td>-1.1720</td>\n",
              "      <td>-0.2885</td>\n",
              "      <td>0.1599</td>\n",
              "      <td>-0.4250</td>\n",
              "      <td>0.3591</td>\n",
              "      <td>-0.1420</td>\n",
              "      <td>-0.9530</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-1.8340</td>\n",
              "      <td>...</td>\n",
              "      <td>-6.9170</td>\n",
              "      <td>-1.8640</td>\n",
              "      <td>-2.5090</td>\n",
              "      <td>-4.7130</td>\n",
              "      <td>-1.7250</td>\n",
              "      <td>-3.8650</td>\n",
              "      <td>-3.0800</td>\n",
              "      <td>-4.1530</td>\n",
              "      <td>-1.2030</td>\n",
              "      <td>-1.1690</td>\n",
              "      <td>-4.1460</td>\n",
              "      <td>-1.2670</td>\n",
              "      <td>-1.1300</td>\n",
              "      <td>-2.4390</td>\n",
              "      <td>0.1591</td>\n",
              "      <td>-2.2490</td>\n",
              "      <td>-2.5860</td>\n",
              "      <td>-1.9520</td>\n",
              "      <td>-2.1810</td>\n",
              "      <td>-4.6690</td>\n",
              "      <td>-3.9450</td>\n",
              "      <td>-2.9560</td>\n",
              "      <td>-2.7930</td>\n",
              "      <td>-2.1560</td>\n",
              "      <td>-2.4100</td>\n",
              "      <td>-1.8190</td>\n",
              "      <td>-3.3480</td>\n",
              "      <td>-0.1414</td>\n",
              "      <td>-2.6430</td>\n",
              "      <td>-2.5810</td>\n",
              "      <td>-3.3890</td>\n",
              "      <td>-1.7450</td>\n",
              "      <td>-6.6300</td>\n",
              "      <td>-4.0950</td>\n",
              "      <td>-7.3860</td>\n",
              "      <td>-1.4160</td>\n",
              "      <td>-3.5770</td>\n",
              "      <td>-0.4775</td>\n",
              "      <td>-2.1500</td>\n",
              "      <td>-4.2520</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23810  id_fffb70c0c     com_droga     24   D2  ... -0.2084 -0.1224 -0.2715  0.3689\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "23813  id_ffffdd77b     com_droga     72   D1  ... -3.5770 -0.4775 -2.1500 -4.2520\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "9RkWCn5bHxNl",
        "outputId": "8cfe8199-54c5-4d83-97f5-0fd239b7b2c6"
      },
      "source": [
        "dados['tratamento'].value_counts(normalize = True)"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "com_droga       0.921643\n",
              "com_controle    0.078357\n",
              "Name: tratamento, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "md5MzdJXJEbS",
        "outputId": "dc993d94-ffeb-4243-d47b-c7596c9cf507"
      },
      "source": [
        "dados['dose'].value_counts(normalize = True)"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "D1    0.510078\n",
              "D2    0.489922\n",
              "Name: dose, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 16
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "gfscypkYJLEL",
        "outputId": "58df4c6b-9cdc-4055-a540-1beff9e11bd9"
      },
      "source": [
        "dados['droga'].value_counts(normalize = True)"
      ],
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "cacb2b860    0.078357\n",
              "87d714366    0.030150\n",
              "9f80f3f77    0.010330\n",
              "8b87a7a83    0.008524\n",
              "5628cb3ee    0.008482\n",
              "               ...   \n",
              "c7e535136    0.000042\n",
              "67c4672f3    0.000042\n",
              "eff33f208    0.000042\n",
              "828099693    0.000042\n",
              "3264f3b74    0.000042\n",
              "Name: droga, Length: 3289, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WN-Yj8VeDIN4"
      },
      "source": [
        ""
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 293
        },
        "id": "xkxCqTWvzn3j",
        "outputId": "4d379bb8-162d-4dc1-80df-1bf1d9a6ef55"
      },
      "source": [
        "## DESAFIO 03 + 07\n",
        "\n",
        "tipos_de_tratamento = dados.tratamento.value_counts()\n",
        "labels = (dados.tratamento.unique())\n",
        "explode = (0, 0.1)\n",
        "cores = ['salmon', 'springgreen']\n",
        "\n",
        "\n",
        "plt.title('Tipos de Tratamentos', fontsize=16, fontweight='bold')\n",
        "plt.pie(tipos_de_tratamento, labels=labels, explode=explode, autopct='%2.2f%%', colors=cores)\n",
        "plt.tight_layout()\n",
        "plt.axis('equal')\n",
        "plt.show()\n"
      ],
      "execution_count": 87,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 293
        },
        "id": "_vMJcHnHJ05S",
        "outputId": "40c2178d-3dcc-488e-ca69-9ad19c86017f"
      },
      "source": [
        "## DESAFIO 07\n",
        "dados['tempo'].value_counts().plot.bar()\n",
        "tempo_hrs = dados.tempo.value_counts()\n",
        "\n",
        "plt.title('Tempo de exposição', fontsize=16, fontweight='bold')\n",
        "plt.bar(tempo_hrs, height= 0.6, width=0.8)\n",
        "\n",
        "tempo_hrs.plot.bar(color=['springgreen','mediumseagreen','forestgreen'])\n",
        "plt.xlabel('Tempo em horas', fontsize=12)\n",
        "plt.ylabel('Quantidade de tratamentos', fontsize=12)\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ],
      "execution_count": 88,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "W9XZLJEhKM1Q"
      },
      "source": [
        "dados_filtrados = dados[dados['g-0'] > 0]"
      ],
      "execution_count": 20,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 256
        },
        "id": "BQl5u0mZLBHp",
        "outputId": "11db6a28-3611-469d-c4b6-ea7673cbb41a"
      },
      "source": [
        "dados_filtrados.head()"
      ],
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>id_001bd861f</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>746ca1f5a</td>\n",
              "      <td>2.0440</td>\n",
              "      <td>1.7000</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>5.9440</td>\n",
              "      <td>-2.1670</td>\n",
              "      <td>-4.0360</td>\n",
              "      <td>3.6950</td>\n",
              "      <td>1.4530</td>\n",
              "      <td>0.9724</td>\n",
              "      <td>-2.4380</td>\n",
              "      <td>5.1340</td>\n",
              "      <td>-4.6600</td>\n",
              "      <td>5.7960</td>\n",
              "      <td>4.9700</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>2.4790</td>\n",
              "      <td>-3.8010</td>\n",
              "      <td>-1.0230</td>\n",
              "      <td>5.3110</td>\n",
              "      <td>-0.5660</td>\n",
              "      <td>-4.4450</td>\n",
              "      <td>1.2210</td>\n",
              "      <td>1.3750</td>\n",
              "      <td>0.3932</td>\n",
              "      <td>0.3392</td>\n",
              "      <td>4.3510</td>\n",
              "      <td>5.7540</td>\n",
              "      <td>-1.6590</td>\n",
              "      <td>5.3000</td>\n",
              "      <td>5.6050</td>\n",
              "      <td>5.5320</td>\n",
              "      <td>3.7860</td>\n",
              "      <td>0.9197</td>\n",
              "      <td>1.9310</td>\n",
              "      <td>2.4870</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.8904</td>\n",
              "      <td>2.0590</td>\n",
              "      <td>0.5052</td>\n",
              "      <td>0.6890</td>\n",
              "      <td>0.5340</td>\n",
              "      <td>0.5135</td>\n",
              "      <td>0.6507</td>\n",
              "      <td>0.9838</td>\n",
              "      <td>0.4532</td>\n",
              "      <td>-0.3212</td>\n",
              "      <td>0.2662</td>\n",
              "      <td>0.6864</td>\n",
              "      <td>1.6300</td>\n",
              "      <td>1.3810</td>\n",
              "      <td>0.0061</td>\n",
              "      <td>0.2908</td>\n",
              "      <td>0.2598</td>\n",
              "      <td>0.1266</td>\n",
              "      <td>-0.3526</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>-1.1030</td>\n",
              "      <td>1.3650</td>\n",
              "      <td>1.0610</td>\n",
              "      <td>0.4034</td>\n",
              "      <td>1.0880</td>\n",
              "      <td>-0.4230</td>\n",
              "      <td>0.4013</td>\n",
              "      <td>0.1726</td>\n",
              "      <td>0.7464</td>\n",
              "      <td>0.9418</td>\n",
              "      <td>0.1855</td>\n",
              "      <td>1.1720</td>\n",
              "      <td>0.8325</td>\n",
              "      <td>0.6486</td>\n",
              "      <td>0.8090</td>\n",
              "      <td>1.5880</td>\n",
              "      <td>2.4670</td>\n",
              "      <td>0.0357</td>\n",
              "      <td>0.1351</td>\n",
              "      <td>-0.3179</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>id_0020d0484</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.2711</td>\n",
              "      <td>0.5133</td>\n",
              "      <td>-0.1327</td>\n",
              "      <td>2.5950</td>\n",
              "      <td>0.6980</td>\n",
              "      <td>0.5846</td>\n",
              "      <td>-0.2633</td>\n",
              "      <td>-2.1490</td>\n",
              "      <td>0.4881</td>\n",
              "      <td>1.4750</td>\n",
              "      <td>-0.0488</td>\n",
              "      <td>-0.0561</td>\n",
              "      <td>0.1641</td>\n",
              "      <td>0.1749</td>\n",
              "      <td>-0.3464</td>\n",
              "      <td>-0.1811</td>\n",
              "      <td>0.5685</td>\n",
              "      <td>1.2970</td>\n",
              "      <td>1.0510</td>\n",
              "      <td>-0.9585</td>\n",
              "      <td>0.7911</td>\n",
              "      <td>-0.2991</td>\n",
              "      <td>2.7420</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>-1.0240</td>\n",
              "      <td>0.7268</td>\n",
              "      <td>0.1590</td>\n",
              "      <td>-1.9730</td>\n",
              "      <td>1.1340</td>\n",
              "      <td>-2.5720</td>\n",
              "      <td>0.2068</td>\n",
              "      <td>0.9992</td>\n",
              "      <td>-0.1958</td>\n",
              "      <td>0.2262</td>\n",
              "      <td>1.0140</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2623</td>\n",
              "      <td>-0.5500</td>\n",
              "      <td>-0.0530</td>\n",
              "      <td>0.2077</td>\n",
              "      <td>-0.0825</td>\n",
              "      <td>0.2156</td>\n",
              "      <td>0.8142</td>\n",
              "      <td>1.0990</td>\n",
              "      <td>1.0860</td>\n",
              "      <td>0.4011</td>\n",
              "      <td>-0.1342</td>\n",
              "      <td>0.4653</td>\n",
              "      <td>-0.1104</td>\n",
              "      <td>0.3935</td>\n",
              "      <td>1.2370</td>\n",
              "      <td>-0.5072</td>\n",
              "      <td>0.0351</td>\n",
              "      <td>0.5084</td>\n",
              "      <td>-0.1248</td>\n",
              "      <td>0.4351</td>\n",
              "      <td>0.1389</td>\n",
              "      <td>0.6726</td>\n",
              "      <td>0.6070</td>\n",
              "      <td>0.3431</td>\n",
              "      <td>-0.4116</td>\n",
              "      <td>0.1194</td>\n",
              "      <td>0.3420</td>\n",
              "      <td>0.1331</td>\n",
              "      <td>0.8541</td>\n",
              "      <td>0.6282</td>\n",
              "      <td>0.3230</td>\n",
              "      <td>-0.4140</td>\n",
              "      <td>0.2532</td>\n",
              "      <td>0.0513</td>\n",
              "      <td>0.8600</td>\n",
              "      <td>1.4250</td>\n",
              "      <td>0.6633</td>\n",
              "      <td>0.4562</td>\n",
              "      <td>-0.9622</td>\n",
              "      <td>0.0260</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "             id tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "0  id_000644bb2  com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1  id_000779bfc  com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2  id_000a6266a  com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "6  id_001bd861f  com_droga     24   D2  ...  2.4670  0.0357  0.1351 -0.3179\n",
              "7  id_0020d0484  com_droga     48   D1  ...  0.6633  0.4562 -0.9622  0.0260\n",
              "\n",
              "[5 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "m94kLsBoLog6",
        "outputId": "b252250d-34e8-4b62-de21-a3f3e7fdd9ea"
      },
      "source": [
        "## DESAFIO 04\n",
        "dados['droga'].nunique()"
      ],
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "3289"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 444
        },
        "id": "iQED51cIP0AA",
        "outputId": "12e0bedc-8bdc-4fe7-de2b-04ced1cd0b7c"
      },
      "source": [
        "## DESAFIO 05\n",
        "dados.query('tratamento == \"com_droga\"')"
      ],
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>id_0015fd391</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8c7f86626</td>\n",
              "      <td>-0.5138</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.5288</td>\n",
              "      <td>4.0620</td>\n",
              "      <td>-0.8095</td>\n",
              "      <td>-1.9590</td>\n",
              "      <td>0.1792</td>\n",
              "      <td>-0.1321</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>-0.8269</td>\n",
              "      <td>-0.3584</td>\n",
              "      <td>-0.8511</td>\n",
              "      <td>-0.5844</td>\n",
              "      <td>-2.5690</td>\n",
              "      <td>0.8183</td>\n",
              "      <td>-0.0532</td>\n",
              "      <td>-0.8554</td>\n",
              "      <td>0.1160</td>\n",
              "      <td>-2.3520</td>\n",
              "      <td>2.1200</td>\n",
              "      <td>-1.1580</td>\n",
              "      <td>-0.7191</td>\n",
              "      <td>-0.8004</td>\n",
              "      <td>-1.4670</td>\n",
              "      <td>-0.0107</td>\n",
              "      <td>-0.8995</td>\n",
              "      <td>0.2406</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-1.0890</td>\n",
              "      <td>-0.7575</td>\n",
              "      <td>0.0881</td>\n",
              "      <td>-2.7370</td>\n",
              "      <td>0.8745</td>\n",
              "      <td>0.5787</td>\n",
              "      <td>...</td>\n",
              "      <td>-2.1220</td>\n",
              "      <td>-0.3752</td>\n",
              "      <td>-2.3820</td>\n",
              "      <td>-3.7350</td>\n",
              "      <td>-2.9740</td>\n",
              "      <td>-1.4930</td>\n",
              "      <td>-1.6600</td>\n",
              "      <td>-3.1660</td>\n",
              "      <td>0.2816</td>\n",
              "      <td>-0.2990</td>\n",
              "      <td>-1.1870</td>\n",
              "      <td>-0.5044</td>\n",
              "      <td>-1.7750</td>\n",
              "      <td>-1.6120</td>\n",
              "      <td>-0.9215</td>\n",
              "      <td>-1.0810</td>\n",
              "      <td>-3.0520</td>\n",
              "      <td>-3.4470</td>\n",
              "      <td>-2.7740</td>\n",
              "      <td>-1.8460</td>\n",
              "      <td>-0.5568</td>\n",
              "      <td>-3.3960</td>\n",
              "      <td>-2.9510</td>\n",
              "      <td>-1.1550</td>\n",
              "      <td>-3.2620</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>-2.4600</td>\n",
              "      <td>-0.9417</td>\n",
              "      <td>-1.5550</td>\n",
              "      <td>0.2431</td>\n",
              "      <td>-2.0990</td>\n",
              "      <td>-0.6441</td>\n",
              "      <td>-5.6300</td>\n",
              "      <td>-1.3780</td>\n",
              "      <td>-0.8632</td>\n",
              "      <td>-1.2880</td>\n",
              "      <td>-1.6210</td>\n",
              "      <td>-0.8784</td>\n",
              "      <td>-0.3876</td>\n",
              "      <td>-0.8154</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>id_001626bd3</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>7cbed3131</td>\n",
              "      <td>-0.3254</td>\n",
              "      <td>-0.4009</td>\n",
              "      <td>0.9700</td>\n",
              "      <td>0.6919</td>\n",
              "      <td>1.4180</td>\n",
              "      <td>-0.8244</td>\n",
              "      <td>-0.2800</td>\n",
              "      <td>-0.1498</td>\n",
              "      <td>-0.8789</td>\n",
              "      <td>0.8630</td>\n",
              "      <td>-0.2219</td>\n",
              "      <td>-0.5121</td>\n",
              "      <td>-0.9577</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>0.2042</td>\n",
              "      <td>0.1970</td>\n",
              "      <td>0.1244</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>-0.3543</td>\n",
              "      <td>-0.5160</td>\n",
              "      <td>-0.3330</td>\n",
              "      <td>-0.2685</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2057</td>\n",
              "      <td>1.3720</td>\n",
              "      <td>0.6835</td>\n",
              "      <td>0.8056</td>\n",
              "      <td>-0.3754</td>\n",
              "      <td>-1.2090</td>\n",
              "      <td>0.2965</td>\n",
              "      <td>-0.0712</td>\n",
              "      <td>0.6389</td>\n",
              "      <td>0.6674</td>\n",
              "      <td>-0.0783</td>\n",
              "      <td>1.1740</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2274</td>\n",
              "      <td>0.3215</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.4640</td>\n",
              "      <td>-0.5943</td>\n",
              "      <td>0.3973</td>\n",
              "      <td>0.1500</td>\n",
              "      <td>0.5178</td>\n",
              "      <td>0.5159</td>\n",
              "      <td>0.6091</td>\n",
              "      <td>0.1813</td>\n",
              "      <td>-0.4249</td>\n",
              "      <td>0.7832</td>\n",
              "      <td>0.6529</td>\n",
              "      <td>0.5648</td>\n",
              "      <td>0.4817</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>0.5303</td>\n",
              "      <td>0.6376</td>\n",
              "      <td>-0.3966</td>\n",
              "      <td>-1.4950</td>\n",
              "      <td>-0.9625</td>\n",
              "      <td>-0.0541</td>\n",
              "      <td>0.6273</td>\n",
              "      <td>0.4563</td>\n",
              "      <td>0.0698</td>\n",
              "      <td>0.8134</td>\n",
              "      <td>0.1924</td>\n",
              "      <td>0.6054</td>\n",
              "      <td>-0.1824</td>\n",
              "      <td>0.0042</td>\n",
              "      <td>0.0048</td>\n",
              "      <td>0.6670</td>\n",
              "      <td>1.0690</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.3031</td>\n",
              "      <td>0.1094</td>\n",
              "      <td>0.2885</td>\n",
              "      <td>-0.3786</td>\n",
              "      <td>0.7125</td>\n",
              "    </tr>\n",
              "    <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>23808</th>\n",
              "      <td>id_fff8c2444</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>6c3a459be</td>\n",
              "      <td>0.1608</td>\n",
              "      <td>-1.0500</td>\n",
              "      <td>0.2551</td>\n",
              "      <td>-0.2239</td>\n",
              "      <td>-0.2431</td>\n",
              "      <td>0.4256</td>\n",
              "      <td>-0.1166</td>\n",
              "      <td>-0.1777</td>\n",
              "      <td>-0.7480</td>\n",
              "      <td>0.1368</td>\n",
              "      <td>0.5493</td>\n",
              "      <td>-0.5083</td>\n",
              "      <td>0.4112</td>\n",
              "      <td>0.1181</td>\n",
              "      <td>0.7861</td>\n",
              "      <td>-0.1877</td>\n",
              "      <td>0.2476</td>\n",
              "      <td>0.1956</td>\n",
              "      <td>0.0273</td>\n",
              "      <td>0.1182</td>\n",
              "      <td>-0.5037</td>\n",
              "      <td>-0.5939</td>\n",
              "      <td>0.4825</td>\n",
              "      <td>-0.5187</td>\n",
              "      <td>0.1618</td>\n",
              "      <td>-0.2253</td>\n",
              "      <td>0.3153</td>\n",
              "      <td>0.4839</td>\n",
              "      <td>0.0520</td>\n",
              "      <td>1.3850</td>\n",
              "      <td>0.6502</td>\n",
              "      <td>-0.4198</td>\n",
              "      <td>0.2723</td>\n",
              "      <td>-0.3629</td>\n",
              "      <td>1.0820</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2720</td>\n",
              "      <td>-0.6021</td>\n",
              "      <td>0.2451</td>\n",
              "      <td>0.6607</td>\n",
              "      <td>-0.1849</td>\n",
              "      <td>-0.6546</td>\n",
              "      <td>-0.5798</td>\n",
              "      <td>0.3449</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>0.2949</td>\n",
              "      <td>0.4158</td>\n",
              "      <td>0.8586</td>\n",
              "      <td>0.3868</td>\n",
              "      <td>1.0030</td>\n",
              "      <td>-0.4593</td>\n",
              "      <td>0.6498</td>\n",
              "      <td>0.8293</td>\n",
              "      <td>-0.7645</td>\n",
              "      <td>0.5379</td>\n",
              "      <td>0.5610</td>\n",
              "      <td>0.2577</td>\n",
              "      <td>-0.5493</td>\n",
              "      <td>0.2690</td>\n",
              "      <td>0.6392</td>\n",
              "      <td>-0.5774</td>\n",
              "      <td>-0.3393</td>\n",
              "      <td>0.5068</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-0.4559</td>\n",
              "      <td>0.3734</td>\n",
              "      <td>0.0789</td>\n",
              "      <td>0.3538</td>\n",
              "      <td>0.0558</td>\n",
              "      <td>0.3377</td>\n",
              "      <td>-0.4753</td>\n",
              "      <td>-0.2504</td>\n",
              "      <td>-0.7415</td>\n",
              "      <td>0.8413</td>\n",
              "      <td>-0.4259</td>\n",
              "      <td>0.2434</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>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>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>21948 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",
              "23808  id_fff8c2444  com_droga     72   D1  ... -0.7415  0.8413 -0.4259  0.2434\n",
              "23809  id_fffb1ceed  com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23810  id_fffb70c0c  com_droga     24   D2  ... -0.2084 -0.1224 -0.2715  0.3689\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",
              "[21948 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 444
        },
        "id": "BH8__QjzONFb",
        "outputId": "23b02fcb-0017-4640-92c4-39b06cf9137a"
      },
      "source": [
        "\n",
        "dados.query('tratamento == \"com_controle\"')"
      ],
      "execution_count": 24,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
              "      <th>g-3</th>\n",
              "      <th>g-4</th>\n",
              "      <th>g-5</th>\n",
              "      <th>g-6</th>\n",
              "      <th>g-7</th>\n",
              "      <th>g-8</th>\n",
              "      <th>g-9</th>\n",
              "      <th>g-10</th>\n",
              "      <th>g-11</th>\n",
              "      <th>g-12</th>\n",
              "      <th>g-13</th>\n",
              "      <th>g-14</th>\n",
              "      <th>g-15</th>\n",
              "      <th>g-16</th>\n",
              "      <th>g-17</th>\n",
              "      <th>g-18</th>\n",
              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
              "      <th>g-21</th>\n",
              "      <th>g-22</th>\n",
              "      <th>g-23</th>\n",
              "      <th>g-24</th>\n",
              "      <th>g-25</th>\n",
              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>id_0054388ec</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.6696</td>\n",
              "      <td>-0.2718</td>\n",
              "      <td>-1.2230</td>\n",
              "      <td>-0.6226</td>\n",
              "      <td>-0.7220</td>\n",
              "      <td>0.1588</td>\n",
              "      <td>0.7785</td>\n",
              "      <td>0.7062</td>\n",
              "      <td>-0.7951</td>\n",
              "      <td>1.3770</td>\n",
              "      <td>0.2856</td>\n",
              "      <td>-0.8331</td>\n",
              "      <td>0.3879</td>\n",
              "      <td>1.3290</td>\n",
              "      <td>-0.4746</td>\n",
              "      <td>0.0857</td>\n",
              "      <td>-0.2745</td>\n",
              "      <td>-0.1093</td>\n",
              "      <td>0.2603</td>\n",
              "      <td>0.7386</td>\n",
              "      <td>-0.6665</td>\n",
              "      <td>-1.6520</td>\n",
              "      <td>-0.9262</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.6310</td>\n",
              "      <td>-0.2933</td>\n",
              "      <td>0.2043</td>\n",
              "      <td>-2.2070</td>\n",
              "      <td>0.1383</td>\n",
              "      <td>-0.4966</td>\n",
              "      <td>0.6922</td>\n",
              "      <td>-0.4077</td>\n",
              "      <td>0.2303</td>\n",
              "      <td>-0.0456</td>\n",
              "      <td>-0.7447</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6976</td>\n",
              "      <td>-0.0178</td>\n",
              "      <td>0.3768</td>\n",
              "      <td>0.4318</td>\n",
              "      <td>-0.1051</td>\n",
              "      <td>0.3933</td>\n",
              "      <td>-0.3189</td>\n",
              "      <td>0.4128</td>\n",
              "      <td>-0.2116</td>\n",
              "      <td>-1.0410</td>\n",
              "      <td>0.7798</td>\n",
              "      <td>0.1579</td>\n",
              "      <td>1.7250</td>\n",
              "      <td>1.4490</td>\n",
              "      <td>0.9117</td>\n",
              "      <td>-0.0754</td>\n",
              "      <td>-0.8396</td>\n",
              "      <td>0.7640</td>\n",
              "      <td>1.2080</td>\n",
              "      <td>1.1890</td>\n",
              "      <td>0.2114</td>\n",
              "      <td>0.6335</td>\n",
              "      <td>0.3265</td>\n",
              "      <td>-0.1056</td>\n",
              "      <td>0.5478</td>\n",
              "      <td>0.7477</td>\n",
              "      <td>1.2340</td>\n",
              "      <td>0.5035</td>\n",
              "      <td>-0.6591</td>\n",
              "      <td>0.3023</td>\n",
              "      <td>0.6171</td>\n",
              "      <td>0.6405</td>\n",
              "      <td>0.5429</td>\n",
              "      <td>0.3562</td>\n",
              "      <td>1.3290</td>\n",
              "      <td>0.5573</td>\n",
              "      <td>0.8837</td>\n",
              "      <td>0.5534</td>\n",
              "      <td>0.8976</td>\n",
              "      <td>1.0050</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>id_0079af0fb</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.1636</td>\n",
              "      <td>-1.8230</td>\n",
              "      <td>-0.5211</td>\n",
              "      <td>0.3054</td>\n",
              "      <td>-1.1280</td>\n",
              "      <td>0.6041</td>\n",
              "      <td>0.3856</td>\n",
              "      <td>-0.1670</td>\n",
              "      <td>-0.5400</td>\n",
              "      <td>0.2721</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>0.0761</td>\n",
              "      <td>-0.4054</td>\n",
              "      <td>2.9760</td>\n",
              "      <td>-0.7679</td>\n",
              "      <td>0.6995</td>\n",
              "      <td>0.0752</td>\n",
              "      <td>0.5943</td>\n",
              "      <td>0.4266</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>1.0410</td>\n",
              "      <td>-0.1131</td>\n",
              "      <td>0.6593</td>\n",
              "      <td>-0.6890</td>\n",
              "      <td>0.5115</td>\n",
              "      <td>-0.2512</td>\n",
              "      <td>-0.8775</td>\n",
              "      <td>-1.3810</td>\n",
              "      <td>0.1419</td>\n",
              "      <td>-0.0363</td>\n",
              "      <td>0.2559</td>\n",
              "      <td>2.5290</td>\n",
              "      <td>0.2853</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.3626</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.3420</td>\n",
              "      <td>0.2815</td>\n",
              "      <td>-0.7493</td>\n",
              "      <td>-0.2701</td>\n",
              "      <td>0.1205</td>\n",
              "      <td>0.2396</td>\n",
              "      <td>0.3506</td>\n",
              "      <td>-0.9233</td>\n",
              "      <td>0.2490</td>\n",
              "      <td>-0.0824</td>\n",
              "      <td>0.4841</td>\n",
              "      <td>1.1940</td>\n",
              "      <td>-1.1650</td>\n",
              "      <td>-0.4853</td>\n",
              "      <td>1.1080</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>0.7438</td>\n",
              "      <td>0.2050</td>\n",
              "      <td>-0.2761</td>\n",
              "      <td>-0.1748</td>\n",
              "      <td>0.3385</td>\n",
              "      <td>-0.3500</td>\n",
              "      <td>-0.0309</td>\n",
              "      <td>-0.0409</td>\n",
              "      <td>-0.0735</td>\n",
              "      <td>0.2732</td>\n",
              "      <td>-1.2100</td>\n",
              "      <td>0.0089</td>\n",
              "      <td>0.0317</td>\n",
              "      <td>0.4721</td>\n",
              "      <td>-0.3880</td>\n",
              "      <td>-0.6828</td>\n",
              "      <td>-0.6594</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.3571</td>\n",
              "      <td>-0.1319</td>\n",
              "      <td>0.2187</td>\n",
              "      <td>0.0737</td>\n",
              "      <td>0.6498</td>\n",
              "      <td>-1.4820</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>id_007bfbb91</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-1.3200</td>\n",
              "      <td>-1.7340</td>\n",
              "      <td>-0.0741</td>\n",
              "      <td>1.5440</td>\n",
              "      <td>-1.8290</td>\n",
              "      <td>-0.0951</td>\n",
              "      <td>0.3829</td>\n",
              "      <td>-1.8700</td>\n",
              "      <td>-0.0324</td>\n",
              "      <td>2.7670</td>\n",
              "      <td>-0.0438</td>\n",
              "      <td>-0.0147</td>\n",
              "      <td>0.1276</td>\n",
              "      <td>0.2968</td>\n",
              "      <td>-0.0704</td>\n",
              "      <td>-0.3767</td>\n",
              "      <td>2.5790</td>\n",
              "      <td>0.4069</td>\n",
              "      <td>-0.3868</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>1.8180</td>\n",
              "      <td>-2.9390</td>\n",
              "      <td>-0.1150</td>\n",
              "      <td>-0.8009</td>\n",
              "      <td>-1.4440</td>\n",
              "      <td>0.5412</td>\n",
              "      <td>-0.0804</td>\n",
              "      <td>-0.4444</td>\n",
              "      <td>2.9230</td>\n",
              "      <td>2.8270</td>\n",
              "      <td>-0.3437</td>\n",
              "      <td>1.6570</td>\n",
              "      <td>-1.9200</td>\n",
              "      <td>0.3442</td>\n",
              "      <td>1.7160</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4009</td>\n",
              "      <td>0.7649</td>\n",
              "      <td>0.2789</td>\n",
              "      <td>0.4465</td>\n",
              "      <td>0.9492</td>\n",
              "      <td>0.6385</td>\n",
              "      <td>1.5510</td>\n",
              "      <td>-0.1220</td>\n",
              "      <td>0.6688</td>\n",
              "      <td>0.4396</td>\n",
              "      <td>0.6947</td>\n",
              "      <td>0.9761</td>\n",
              "      <td>1.2430</td>\n",
              "      <td>1.4770</td>\n",
              "      <td>-0.0081</td>\n",
              "      <td>1.0040</td>\n",
              "      <td>1.4420</td>\n",
              "      <td>-0.3482</td>\n",
              "      <td>0.3297</td>\n",
              "      <td>1.2070</td>\n",
              "      <td>0.0524</td>\n",
              "      <td>0.5346</td>\n",
              "      <td>0.7643</td>\n",
              "      <td>0.4067</td>\n",
              "      <td>0.3817</td>\n",
              "      <td>0.4566</td>\n",
              "      <td>0.7736</td>\n",
              "      <td>0.5316</td>\n",
              "      <td>0.2790</td>\n",
              "      <td>0.9735</td>\n",
              "      <td>0.7412</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>0.7393</td>\n",
              "      <td>1.1020</td>\n",
              "      <td>0.3786</td>\n",
              "      <td>0.2636</td>\n",
              "      <td>-0.5751</td>\n",
              "      <td>0.3362</td>\n",
              "      <td>0.8543</td>\n",
              "      <td>0.9180</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>id_008a986b7</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.4860</td>\n",
              "      <td>0.1430</td>\n",
              "      <td>0.5281</td>\n",
              "      <td>-0.0022</td>\n",
              "      <td>-0.2334</td>\n",
              "      <td>-0.6607</td>\n",
              "      <td>0.6459</td>\n",
              "      <td>-0.0109</td>\n",
              "      <td>1.0120</td>\n",
              "      <td>-0.0864</td>\n",
              "      <td>-0.3817</td>\n",
              "      <td>-1.0600</td>\n",
              "      <td>0.9435</td>\n",
              "      <td>0.6296</td>\n",
              "      <td>0.3864</td>\n",
              "      <td>0.1420</td>\n",
              "      <td>0.9834</td>\n",
              "      <td>0.4189</td>\n",
              "      <td>0.7980</td>\n",
              "      <td>-0.2132</td>\n",
              "      <td>0.7651</td>\n",
              "      <td>-1.2410</td>\n",
              "      <td>0.0747</td>\n",
              "      <td>-1.5750</td>\n",
              "      <td>0.1535</td>\n",
              "      <td>-0.0840</td>\n",
              "      <td>0.6705</td>\n",
              "      <td>-0.7517</td>\n",
              "      <td>-0.2756</td>\n",
              "      <td>-1.0920</td>\n",
              "      <td>-0.8683</td>\n",
              "      <td>0.3021</td>\n",
              "      <td>-0.3164</td>\n",
              "      <td>-0.2074</td>\n",
              "      <td>0.4587</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2189</td>\n",
              "      <td>-0.5262</td>\n",
              "      <td>-0.2982</td>\n",
              "      <td>-0.2491</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>-1.0040</td>\n",
              "      <td>-0.6726</td>\n",
              "      <td>-0.0321</td>\n",
              "      <td>-0.5398</td>\n",
              "      <td>-0.7518</td>\n",
              "      <td>0.0370</td>\n",
              "      <td>0.7213</td>\n",
              "      <td>-0.3466</td>\n",
              "      <td>0.2354</td>\n",
              "      <td>-0.4432</td>\n",
              "      <td>-0.1020</td>\n",
              "      <td>-0.9391</td>\n",
              "      <td>-1.1970</td>\n",
              "      <td>0.1365</td>\n",
              "      <td>-0.9264</td>\n",
              "      <td>0.5828</td>\n",
              "      <td>-0.7379</td>\n",
              "      <td>-0.4354</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>-0.3771</td>\n",
              "      <td>-0.6525</td>\n",
              "      <td>-0.4169</td>\n",
              "      <td>-1.0640</td>\n",
              "      <td>-0.3331</td>\n",
              "      <td>-0.5761</td>\n",
              "      <td>-0.3085</td>\n",
              "      <td>-0.1866</td>\n",
              "      <td>0.7629</td>\n",
              "      <td>0.3288</td>\n",
              "      <td>-0.9915</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.4979</td>\n",
              "      <td>0.5281</td>\n",
              "      <td>-0.9245</td>\n",
              "      <td>-0.9367</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>63</th>\n",
              "      <td>id_009d8340f</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.4471</td>\n",
              "      <td>-0.0839</td>\n",
              "      <td>-0.3864</td>\n",
              "      <td>0.3196</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>-0.3156</td>\n",
              "      <td>-0.1187</td>\n",
              "      <td>1.1610</td>\n",
              "      <td>0.5838</td>\n",
              "      <td>-0.2996</td>\n",
              "      <td>-0.3995</td>\n",
              "      <td>1.0700</td>\n",
              "      <td>0.2969</td>\n",
              "      <td>-0.2785</td>\n",
              "      <td>0.9678</td>\n",
              "      <td>-0.1409</td>\n",
              "      <td>1.0850</td>\n",
              "      <td>-0.0656</td>\n",
              "      <td>-0.6502</td>\n",
              "      <td>0.3527</td>\n",
              "      <td>0.1998</td>\n",
              "      <td>0.0975</td>\n",
              "      <td>0.0563</td>\n",
              "      <td>-0.3578</td>\n",
              "      <td>-0.0657</td>\n",
              "      <td>0.5316</td>\n",
              "      <td>0.6573</td>\n",
              "      <td>-0.5355</td>\n",
              "      <td>1.2380</td>\n",
              "      <td>-0.4994</td>\n",
              "      <td>-0.8140</td>\n",
              "      <td>0.2567</td>\n",
              "      <td>-0.8155</td>\n",
              "      <td>1.1180</td>\n",
              "      <td>-0.2501</td>\n",
              "      <td>...</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.5214</td>\n",
              "      <td>0.0587</td>\n",
              "      <td>-0.5903</td>\n",
              "      <td>0.1332</td>\n",
              "      <td>-0.3517</td>\n",
              "      <td>-0.3276</td>\n",
              "      <td>-0.4955</td>\n",
              "      <td>0.1359</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>0.5725</td>\n",
              "      <td>-0.1126</td>\n",
              "      <td>-0.0874</td>\n",
              "      <td>1.2220</td>\n",
              "      <td>-0.0641</td>\n",
              "      <td>0.0246</td>\n",
              "      <td>-0.5659</td>\n",
              "      <td>-0.7402</td>\n",
              "      <td>1.1170</td>\n",
              "      <td>-0.0612</td>\n",
              "      <td>-1.3040</td>\n",
              "      <td>-0.4025</td>\n",
              "      <td>0.3760</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>0.8064</td>\n",
              "      <td>-0.0170</td>\n",
              "      <td>0.3092</td>\n",
              "      <td>0.2671</td>\n",
              "      <td>0.3311</td>\n",
              "      <td>-0.4572</td>\n",
              "      <td>0.4795</td>\n",
              "      <td>0.3939</td>\n",
              "      <td>0.7665</td>\n",
              "      <td>0.7932</td>\n",
              "      <td>-0.6804</td>\n",
              "      <td>-0.0435</td>\n",
              "      <td>0.0949</td>\n",
              "      <td>0.2000</td>\n",
              "      <td>-0.4326</td>\n",
              "      <td>0.9364</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23729</th>\n",
              "      <td>id_ff1f9e5fc</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.0465</td>\n",
              "      <td>0.6430</td>\n",
              "      <td>-0.2453</td>\n",
              "      <td>0.3521</td>\n",
              "      <td>0.6195</td>\n",
              "      <td>-0.6659</td>\n",
              "      <td>0.8263</td>\n",
              "      <td>0.5933</td>\n",
              "      <td>0.1388</td>\n",
              "      <td>-0.2246</td>\n",
              "      <td>-0.6127</td>\n",
              "      <td>-0.1687</td>\n",
              "      <td>1.5170</td>\n",
              "      <td>0.6243</td>\n",
              "      <td>-0.8399</td>\n",
              "      <td>-0.1881</td>\n",
              "      <td>-0.1583</td>\n",
              "      <td>0.0622</td>\n",
              "      <td>-0.1170</td>\n",
              "      <td>0.7722</td>\n",
              "      <td>0.0063</td>\n",
              "      <td>0.7347</td>\n",
              "      <td>-0.4820</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.0938</td>\n",
              "      <td>-0.6062</td>\n",
              "      <td>0.6108</td>\n",
              "      <td>-0.4900</td>\n",
              "      <td>0.1075</td>\n",
              "      <td>0.3029</td>\n",
              "      <td>-0.1369</td>\n",
              "      <td>0.1946</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>1.1030</td>\n",
              "      <td>0.3444</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.4342</td>\n",
              "      <td>0.0541</td>\n",
              "      <td>0.9346</td>\n",
              "      <td>0.7595</td>\n",
              "      <td>-0.0139</td>\n",
              "      <td>0.2990</td>\n",
              "      <td>-0.7176</td>\n",
              "      <td>0.8572</td>\n",
              "      <td>0.2990</td>\n",
              "      <td>-0.2060</td>\n",
              "      <td>0.9029</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.0802</td>\n",
              "      <td>0.0686</td>\n",
              "      <td>-0.3934</td>\n",
              "      <td>0.2344</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.0144</td>\n",
              "      <td>-1.0080</td>\n",
              "      <td>0.8748</td>\n",
              "      <td>1.2900</td>\n",
              "      <td>0.5188</td>\n",
              "      <td>0.5824</td>\n",
              "      <td>0.0182</td>\n",
              "      <td>0.7578</td>\n",
              "      <td>1.1910</td>\n",
              "      <td>-0.3264</td>\n",
              "      <td>0.6882</td>\n",
              "      <td>0.7486</td>\n",
              "      <td>0.6438</td>\n",
              "      <td>0.6085</td>\n",
              "      <td>0.1621</td>\n",
              "      <td>-0.2065</td>\n",
              "      <td>0.8314</td>\n",
              "      <td>-0.1891</td>\n",
              "      <td>-0.0074</td>\n",
              "      <td>0.2131</td>\n",
              "      <td>-0.1419</td>\n",
              "      <td>-0.2422</td>\n",
              "      <td>0.0457</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23747</th>\n",
              "      <td>id_ff469c482</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.6204</td>\n",
              "      <td>-1.3800</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>-0.6573</td>\n",
              "      <td>-0.8408</td>\n",
              "      <td>-0.2447</td>\n",
              "      <td>1.3490</td>\n",
              "      <td>-0.5155</td>\n",
              "      <td>1.2610</td>\n",
              "      <td>-0.1790</td>\n",
              "      <td>-0.7182</td>\n",
              "      <td>-0.7885</td>\n",
              "      <td>0.3022</td>\n",
              "      <td>2.0140</td>\n",
              "      <td>0.1667</td>\n",
              "      <td>-0.7325</td>\n",
              "      <td>-0.1553</td>\n",
              "      <td>0.8400</td>\n",
              "      <td>-0.1069</td>\n",
              "      <td>-0.7247</td>\n",
              "      <td>1.3430</td>\n",
              "      <td>1.5010</td>\n",
              "      <td>-1.3370</td>\n",
              "      <td>0.7190</td>\n",
              "      <td>-0.0843</td>\n",
              "      <td>0.4841</td>\n",
              "      <td>-0.9104</td>\n",
              "      <td>1.3990</td>\n",
              "      <td>0.7447</td>\n",
              "      <td>-1.2110</td>\n",
              "      <td>0.6562</td>\n",
              "      <td>0.1265</td>\n",
              "      <td>0.3036</td>\n",
              "      <td>2.2600</td>\n",
              "      <td>-1.3770</td>\n",
              "      <td>...</td>\n",
              "      <td>0.9633</td>\n",
              "      <td>-0.4057</td>\n",
              "      <td>-0.2206</td>\n",
              "      <td>0.5111</td>\n",
              "      <td>-0.8666</td>\n",
              "      <td>0.4692</td>\n",
              "      <td>0.8903</td>\n",
              "      <td>0.6648</td>\n",
              "      <td>0.2922</td>\n",
              "      <td>0.2440</td>\n",
              "      <td>1.0960</td>\n",
              "      <td>1.2420</td>\n",
              "      <td>1.0430</td>\n",
              "      <td>1.4310</td>\n",
              "      <td>1.0040</td>\n",
              "      <td>1.0320</td>\n",
              "      <td>0.7345</td>\n",
              "      <td>0.8025</td>\n",
              "      <td>0.7174</td>\n",
              "      <td>0.1932</td>\n",
              "      <td>-0.2609</td>\n",
              "      <td>0.3501</td>\n",
              "      <td>0.5916</td>\n",
              "      <td>0.9193</td>\n",
              "      <td>0.1398</td>\n",
              "      <td>0.0243</td>\n",
              "      <td>0.4820</td>\n",
              "      <td>-0.4428</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.4166</td>\n",
              "      <td>0.8209</td>\n",
              "      <td>0.7366</td>\n",
              "      <td>0.5468</td>\n",
              "      <td>1.1450</td>\n",
              "      <td>0.5254</td>\n",
              "      <td>0.6224</td>\n",
              "      <td>-0.9630</td>\n",
              "      <td>0.8872</td>\n",
              "      <td>-0.0742</td>\n",
              "      <td>-0.6777</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23768</th>\n",
              "      <td>id_ff89331ca</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>72</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>-0.1051</td>\n",
              "      <td>0.4335</td>\n",
              "      <td>0.3648</td>\n",
              "      <td>-0.0525</td>\n",
              "      <td>-0.3632</td>\n",
              "      <td>-0.3228</td>\n",
              "      <td>-2.3190</td>\n",
              "      <td>-0.5294</td>\n",
              "      <td>0.1878</td>\n",
              "      <td>0.5047</td>\n",
              "      <td>1.3820</td>\n",
              "      <td>0.6107</td>\n",
              "      <td>2.4790</td>\n",
              "      <td>0.4347</td>\n",
              "      <td>0.9422</td>\n",
              "      <td>-0.1042</td>\n",
              "      <td>-0.2611</td>\n",
              "      <td>1.5760</td>\n",
              "      <td>-0.0232</td>\n",
              "      <td>-0.2455</td>\n",
              "      <td>0.8058</td>\n",
              "      <td>-2.4180</td>\n",
              "      <td>-0.5838</td>\n",
              "      <td>-0.1626</td>\n",
              "      <td>-0.8609</td>\n",
              "      <td>-0.2021</td>\n",
              "      <td>0.1494</td>\n",
              "      <td>0.6618</td>\n",
              "      <td>1.3080</td>\n",
              "      <td>-0.7822</td>\n",
              "      <td>0.3923</td>\n",
              "      <td>-0.4608</td>\n",
              "      <td>-1.7090</td>\n",
              "      <td>0.3173</td>\n",
              "      <td>0.7622</td>\n",
              "      <td>...</td>\n",
              "      <td>1.2340</td>\n",
              "      <td>-0.1665</td>\n",
              "      <td>-0.0318</td>\n",
              "      <td>0.8694</td>\n",
              "      <td>0.4048</td>\n",
              "      <td>0.1281</td>\n",
              "      <td>0.0164</td>\n",
              "      <td>1.0670</td>\n",
              "      <td>1.5790</td>\n",
              "      <td>0.2428</td>\n",
              "      <td>1.1330</td>\n",
              "      <td>-1.2310</td>\n",
              "      <td>0.3626</td>\n",
              "      <td>-0.4737</td>\n",
              "      <td>0.2937</td>\n",
              "      <td>0.1638</td>\n",
              "      <td>-0.1554</td>\n",
              "      <td>0.9236</td>\n",
              "      <td>0.0937</td>\n",
              "      <td>0.9598</td>\n",
              "      <td>0.4738</td>\n",
              "      <td>-0.2608</td>\n",
              "      <td>0.3577</td>\n",
              "      <td>-1.2040</td>\n",
              "      <td>0.8125</td>\n",
              "      <td>1.4260</td>\n",
              "      <td>0.2223</td>\n",
              "      <td>0.3079</td>\n",
              "      <td>1.1490</td>\n",
              "      <td>1.7320</td>\n",
              "      <td>-0.1219</td>\n",
              "      <td>0.4885</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.9434</td>\n",
              "      <td>-0.4779</td>\n",
              "      <td>0.6951</td>\n",
              "      <td>0.9517</td>\n",
              "      <td>-0.8110</td>\n",
              "      <td>-0.1748</td>\n",
              "      <td>-0.3626</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23793</th>\n",
              "      <td>id_ffd26f361</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.6008</td>\n",
              "      <td>0.2781</td>\n",
              "      <td>-0.3319</td>\n",
              "      <td>-0.8782</td>\n",
              "      <td>0.9281</td>\n",
              "      <td>0.7535</td>\n",
              "      <td>0.5971</td>\n",
              "      <td>1.6350</td>\n",
              "      <td>-0.3146</td>\n",
              "      <td>0.4984</td>\n",
              "      <td>-1.1890</td>\n",
              "      <td>0.3772</td>\n",
              "      <td>-0.8196</td>\n",
              "      <td>0.1083</td>\n",
              "      <td>-2.0350</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.7586</td>\n",
              "      <td>-0.4024</td>\n",
              "      <td>-0.0449</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.2358</td>\n",
              "      <td>0.7919</td>\n",
              "      <td>-0.8775</td>\n",
              "      <td>0.4232</td>\n",
              "      <td>1.8460</td>\n",
              "      <td>-2.0940</td>\n",
              "      <td>0.1438</td>\n",
              "      <td>-0.6604</td>\n",
              "      <td>0.7243</td>\n",
              "      <td>0.0338</td>\n",
              "      <td>-0.0182</td>\n",
              "      <td>-0.2022</td>\n",
              "      <td>0.8827</td>\n",
              "      <td>0.3147</td>\n",
              "      <td>-0.9263</td>\n",
              "      <td>...</td>\n",
              "      <td>0.1934</td>\n",
              "      <td>1.2240</td>\n",
              "      <td>-0.1178</td>\n",
              "      <td>0.1459</td>\n",
              "      <td>-0.1242</td>\n",
              "      <td>0.3106</td>\n",
              "      <td>-0.7959</td>\n",
              "      <td>0.5681</td>\n",
              "      <td>0.3663</td>\n",
              "      <td>0.4874</td>\n",
              "      <td>-0.0548</td>\n",
              "      <td>0.1810</td>\n",
              "      <td>1.3470</td>\n",
              "      <td>1.6210</td>\n",
              "      <td>-0.8260</td>\n",
              "      <td>0.3377</td>\n",
              "      <td>0.3264</td>\n",
              "      <td>0.9241</td>\n",
              "      <td>0.3012</td>\n",
              "      <td>1.2980</td>\n",
              "      <td>-0.2789</td>\n",
              "      <td>0.7019</td>\n",
              "      <td>-0.3528</td>\n",
              "      <td>0.7383</td>\n",
              "      <td>1.0300</td>\n",
              "      <td>0.6527</td>\n",
              "      <td>1.6750</td>\n",
              "      <td>-0.5046</td>\n",
              "      <td>0.2942</td>\n",
              "      <td>0.2950</td>\n",
              "      <td>1.2470</td>\n",
              "      <td>0.9569</td>\n",
              "      <td>-0.2065</td>\n",
              "      <td>-0.4918</td>\n",
              "      <td>0.7863</td>\n",
              "      <td>0.0504</td>\n",
              "      <td>0.8813</td>\n",
              "      <td>0.7757</td>\n",
              "      <td>-0.5272</td>\n",
              "      <td>0.7082</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>1866 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...    c-96    c-97    c-98    c-99\n",
              "25     id_0054388ec  com_controle     48   D1  ...  0.8837  0.5534  0.8976  1.0050\n",
              "38     id_0079af0fb  com_controle     24   D1  ...  0.2187  0.0737  0.6498 -1.4820\n",
              "40     id_007bfbb91  com_controle     24   D2  ... -0.5751  0.3362  0.8543  0.9180\n",
              "47     id_008a986b7  com_controle     48   D2  ... -0.4979  0.5281 -0.9245 -0.9367\n",
              "63     id_009d8340f  com_controle     24   D2  ...  0.0949  0.2000 -0.4326  0.9364\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23729  id_ff1f9e5fc  com_controle     24   D1  ...  0.2131 -0.1419 -0.2422  0.0457\n",
              "23747  id_ff469c482  com_controle     72   D1  ... -0.9630  0.8872 -0.0742 -0.6777\n",
              "23768  id_ff89331ca  com_controle     72   D2  ...  0.9517 -0.8110 -0.1748 -0.3626\n",
              "23793  id_ffd26f361  com_controle     48   D2  ...  0.8813  0.7757 -0.5272  0.7082\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "\n",
              "[1866 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4jYhfkn6kaZ6",
        "outputId": "eb832f4f-781d-40cd-ef38-2ce1d528da89"
      },
      "source": [
        "dados['tratamento'].nunique()"
      ],
      "execution_count": 25,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "2"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 25
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 444
        },
        "id": "NsN3798mSYwG",
        "outputId": "a12e147c-665a-4587-eaf9-0f79a646de75"
      },
      "source": [
        "## DESAFIO 06\n",
        "\n",
        "nv_dados = dados.copy()\n",
        "nv_dados.columns =[column.replace(\"-\", \"\") for column in nv_dados.columns]\n",
        "nv_dados.query('g0 > 0')\n"
      ],
      "execution_count": 26,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>droga</th>\n",
              "      <th>g0</th>\n",
              "      <th>g1</th>\n",
              "      <th>g2</th>\n",
              "      <th>g3</th>\n",
              "      <th>g4</th>\n",
              "      <th>g5</th>\n",
              "      <th>g6</th>\n",
              "      <th>g7</th>\n",
              "      <th>g8</th>\n",
              "      <th>g9</th>\n",
              "      <th>g10</th>\n",
              "      <th>g11</th>\n",
              "      <th>g12</th>\n",
              "      <th>g13</th>\n",
              "      <th>g14</th>\n",
              "      <th>g15</th>\n",
              "      <th>g16</th>\n",
              "      <th>g17</th>\n",
              "      <th>g18</th>\n",
              "      <th>g19</th>\n",
              "      <th>g20</th>\n",
              "      <th>g21</th>\n",
              "      <th>g22</th>\n",
              "      <th>g23</th>\n",
              "      <th>g24</th>\n",
              "      <th>g25</th>\n",
              "      <th>g26</th>\n",
              "      <th>g27</th>\n",
              "      <th>g28</th>\n",
              "      <th>g29</th>\n",
              "      <th>g30</th>\n",
              "      <th>g31</th>\n",
              "      <th>g32</th>\n",
              "      <th>g33</th>\n",
              "      <th>g34</th>\n",
              "      <th>...</th>\n",
              "      <th>c60</th>\n",
              "      <th>c61</th>\n",
              "      <th>c62</th>\n",
              "      <th>c63</th>\n",
              "      <th>c64</th>\n",
              "      <th>c65</th>\n",
              "      <th>c66</th>\n",
              "      <th>c67</th>\n",
              "      <th>c68</th>\n",
              "      <th>c69</th>\n",
              "      <th>c70</th>\n",
              "      <th>c71</th>\n",
              "      <th>c72</th>\n",
              "      <th>c73</th>\n",
              "      <th>c74</th>\n",
              "      <th>c75</th>\n",
              "      <th>c76</th>\n",
              "      <th>c77</th>\n",
              "      <th>c78</th>\n",
              "      <th>c79</th>\n",
              "      <th>c80</th>\n",
              "      <th>c81</th>\n",
              "      <th>c82</th>\n",
              "      <th>c83</th>\n",
              "      <th>c84</th>\n",
              "      <th>c85</th>\n",
              "      <th>c86</th>\n",
              "      <th>c87</th>\n",
              "      <th>c88</th>\n",
              "      <th>c89</th>\n",
              "      <th>c90</th>\n",
              "      <th>c91</th>\n",
              "      <th>c92</th>\n",
              "      <th>c93</th>\n",
              "      <th>c94</th>\n",
              "      <th>c95</th>\n",
              "      <th>c96</th>\n",
              "      <th>c97</th>\n",
              "      <th>c98</th>\n",
              "      <th>c99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
              "      <td>0.5819</td>\n",
              "      <td>0.2934</td>\n",
              "      <td>-0.5584</td>\n",
              "      <td>-0.0916</td>\n",
              "      <td>-0.3010</td>\n",
              "      <td>-0.1537</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4805</td>\n",
              "      <td>0.4965</td>\n",
              "      <td>0.3680</td>\n",
              "      <td>0.8427</td>\n",
              "      <td>0.1042</td>\n",
              "      <td>0.1403</td>\n",
              "      <td>0.1758</td>\n",
              "      <td>1.2570</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>1.2250</td>\n",
              "      <td>-0.0553</td>\n",
              "      <td>0.7351</td>\n",
              "      <td>0.5810</td>\n",
              "      <td>0.9590</td>\n",
              "      <td>0.2427</td>\n",
              "      <td>0.0495</td>\n",
              "      <td>0.4141</td>\n",
              "      <td>0.8432</td>\n",
              "      <td>0.6162</td>\n",
              "      <td>-0.7318</td>\n",
              "      <td>1.2120</td>\n",
              "      <td>0.6362</td>\n",
              "      <td>-0.4427</td>\n",
              "      <td>0.1288</td>\n",
              "      <td>1.4840</td>\n",
              "      <td>0.1799</td>\n",
              "      <td>0.5367</td>\n",
              "      <td>-0.1111</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>0.6685</td>\n",
              "      <td>0.2862</td>\n",
              "      <td>0.2584</td>\n",
              "      <td>0.8076</td>\n",
              "      <td>0.5523</td>\n",
              "      <td>-0.1912</td>\n",
              "      <td>0.6584</td>\n",
              "      <td>-0.3981</td>\n",
              "      <td>0.2139</td>\n",
              "      <td>0.3801</td>\n",
              "      <td>0.4176</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>id_000779bfc</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>df89a8e5a</td>\n",
              "      <td>0.0743</td>\n",
              "      <td>0.4087</td>\n",
              "      <td>0.2991</td>\n",
              "      <td>0.0604</td>\n",
              "      <td>1.0190</td>\n",
              "      <td>0.5207</td>\n",
              "      <td>0.2341</td>\n",
              "      <td>0.3372</td>\n",
              "      <td>-0.4047</td>\n",
              "      <td>0.8507</td>\n",
              "      <td>-1.1520</td>\n",
              "      <td>-0.4201</td>\n",
              "      <td>-0.0958</td>\n",
              "      <td>0.4590</td>\n",
              "      <td>0.0803</td>\n",
              "      <td>0.2250</td>\n",
              "      <td>0.5293</td>\n",
              "      <td>0.2839</td>\n",
              "      <td>-0.3494</td>\n",
              "      <td>0.2883</td>\n",
              "      <td>0.9449</td>\n",
              "      <td>-0.1646</td>\n",
              "      <td>-0.2657</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.3135</td>\n",
              "      <td>-0.4316</td>\n",
              "      <td>0.4773</td>\n",
              "      <td>0.2075</td>\n",
              "      <td>-0.4216</td>\n",
              "      <td>-0.1161</td>\n",
              "      <td>-0.0499</td>\n",
              "      <td>-0.2627</td>\n",
              "      <td>0.9959</td>\n",
              "      <td>-0.2483</td>\n",
              "      <td>0.2655</td>\n",
              "      <td>...</td>\n",
              "      <td>0.4083</td>\n",
              "      <td>0.0319</td>\n",
              "      <td>0.3905</td>\n",
              "      <td>0.7099</td>\n",
              "      <td>0.2912</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>-0.2840</td>\n",
              "      <td>-0.3104</td>\n",
              "      <td>-0.6373</td>\n",
              "      <td>0.2887</td>\n",
              "      <td>-0.0765</td>\n",
              "      <td>0.2539</td>\n",
              "      <td>0.4443</td>\n",
              "      <td>0.5932</td>\n",
              "      <td>0.2031</td>\n",
              "      <td>0.7639</td>\n",
              "      <td>0.5499</td>\n",
              "      <td>-0.3322</td>\n",
              "      <td>-0.0977</td>\n",
              "      <td>0.4329</td>\n",
              "      <td>-0.2782</td>\n",
              "      <td>0.7827</td>\n",
              "      <td>0.5934</td>\n",
              "      <td>0.3402</td>\n",
              "      <td>0.1499</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9366</td>\n",
              "      <td>0.8193</td>\n",
              "      <td>-0.4236</td>\n",
              "      <td>0.3192</td>\n",
              "      <td>-0.4265</td>\n",
              "      <td>0.7543</td>\n",
              "      <td>0.4708</td>\n",
              "      <td>0.0230</td>\n",
              "      <td>0.2957</td>\n",
              "      <td>0.4899</td>\n",
              "      <td>0.1522</td>\n",
              "      <td>0.1241</td>\n",
              "      <td>0.6077</td>\n",
              "      <td>0.7371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>id_000a6266a</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>18bb41b2c</td>\n",
              "      <td>0.6280</td>\n",
              "      <td>0.5817</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>-0.0764</td>\n",
              "      <td>-0.0323</td>\n",
              "      <td>1.2390</td>\n",
              "      <td>0.1715</td>\n",
              "      <td>0.2155</td>\n",
              "      <td>0.0065</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.4797</td>\n",
              "      <td>-0.5631</td>\n",
              "      <td>-0.0366</td>\n",
              "      <td>-1.8300</td>\n",
              "      <td>0.6057</td>\n",
              "      <td>-0.3278</td>\n",
              "      <td>0.6042</td>\n",
              "      <td>-0.3075</td>\n",
              "      <td>-0.1147</td>\n",
              "      <td>-0.0570</td>\n",
              "      <td>-0.0799</td>\n",
              "      <td>-0.8181</td>\n",
              "      <td>-1.5320</td>\n",
              "      <td>0.2307</td>\n",
              "      <td>0.4901</td>\n",
              "      <td>0.4780</td>\n",
              "      <td>-1.3970</td>\n",
              "      <td>4.6240</td>\n",
              "      <td>-0.0437</td>\n",
              "      <td>1.2870</td>\n",
              "      <td>-1.8530</td>\n",
              "      <td>0.6069</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.1783</td>\n",
              "      <td>0.0018</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.5477</td>\n",
              "      <td>-0.7576</td>\n",
              "      <td>-0.0444</td>\n",
              "      <td>0.1894</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>-2.3640</td>\n",
              "      <td>-0.4682</td>\n",
              "      <td>0.1210</td>\n",
              "      <td>-0.5177</td>\n",
              "      <td>-0.0604</td>\n",
              "      <td>0.1682</td>\n",
              "      <td>-0.4436</td>\n",
              "      <td>0.4963</td>\n",
              "      <td>0.1363</td>\n",
              "      <td>0.3335</td>\n",
              "      <td>0.9760</td>\n",
              "      <td>-0.0427</td>\n",
              "      <td>-0.1235</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>0.0690</td>\n",
              "      <td>-0.9416</td>\n",
              "      <td>-0.7548</td>\n",
              "      <td>-0.1109</td>\n",
              "      <td>-0.6272</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>0.1172</td>\n",
              "      <td>0.1093</td>\n",
              "      <td>-0.3113</td>\n",
              "      <td>0.3019</td>\n",
              "      <td>-0.0873</td>\n",
              "      <td>-0.7250</td>\n",
              "      <td>-0.6297</td>\n",
              "      <td>0.6103</td>\n",
              "      <td>0.0223</td>\n",
              "      <td>-1.3240</td>\n",
              "      <td>-0.3174</td>\n",
              "      <td>-0.6417</td>\n",
              "      <td>-0.2187</td>\n",
              "      <td>-1.4080</td>\n",
              "      <td>0.6931</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>id_001bd861f</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>746ca1f5a</td>\n",
              "      <td>2.0440</td>\n",
              "      <td>1.7000</td>\n",
              "      <td>-1.5390</td>\n",
              "      <td>5.9440</td>\n",
              "      <td>-2.1670</td>\n",
              "      <td>-4.0360</td>\n",
              "      <td>3.6950</td>\n",
              "      <td>1.4530</td>\n",
              "      <td>0.9724</td>\n",
              "      <td>-2.4380</td>\n",
              "      <td>5.1340</td>\n",
              "      <td>-4.6600</td>\n",
              "      <td>5.7960</td>\n",
              "      <td>4.9700</td>\n",
              "      <td>1.5540</td>\n",
              "      <td>2.4790</td>\n",
              "      <td>-3.8010</td>\n",
              "      <td>-1.0230</td>\n",
              "      <td>5.3110</td>\n",
              "      <td>-0.5660</td>\n",
              "      <td>-4.4450</td>\n",
              "      <td>1.2210</td>\n",
              "      <td>1.3750</td>\n",
              "      <td>0.3932</td>\n",
              "      <td>0.3392</td>\n",
              "      <td>4.3510</td>\n",
              "      <td>5.7540</td>\n",
              "      <td>-1.6590</td>\n",
              "      <td>5.3000</td>\n",
              "      <td>5.6050</td>\n",
              "      <td>5.5320</td>\n",
              "      <td>3.7860</td>\n",
              "      <td>0.9197</td>\n",
              "      <td>1.9310</td>\n",
              "      <td>2.4870</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.8904</td>\n",
              "      <td>2.0590</td>\n",
              "      <td>0.5052</td>\n",
              "      <td>0.6890</td>\n",
              "      <td>0.5340</td>\n",
              "      <td>0.5135</td>\n",
              "      <td>0.6507</td>\n",
              "      <td>0.9838</td>\n",
              "      <td>0.4532</td>\n",
              "      <td>-0.3212</td>\n",
              "      <td>0.2662</td>\n",
              "      <td>0.6864</td>\n",
              "      <td>1.6300</td>\n",
              "      <td>1.3810</td>\n",
              "      <td>0.0061</td>\n",
              "      <td>0.2908</td>\n",
              "      <td>0.2598</td>\n",
              "      <td>0.1266</td>\n",
              "      <td>-0.3526</td>\n",
              "      <td>1.1750</td>\n",
              "      <td>-1.1030</td>\n",
              "      <td>1.3650</td>\n",
              "      <td>1.0610</td>\n",
              "      <td>0.4034</td>\n",
              "      <td>1.0880</td>\n",
              "      <td>-0.4230</td>\n",
              "      <td>0.4013</td>\n",
              "      <td>0.1726</td>\n",
              "      <td>0.7464</td>\n",
              "      <td>0.9418</td>\n",
              "      <td>0.1855</td>\n",
              "      <td>1.1720</td>\n",
              "      <td>0.8325</td>\n",
              "      <td>0.6486</td>\n",
              "      <td>0.8090</td>\n",
              "      <td>1.5880</td>\n",
              "      <td>2.4670</td>\n",
              "      <td>0.0357</td>\n",
              "      <td>0.1351</td>\n",
              "      <td>-0.3179</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>id_0020d0484</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.2711</td>\n",
              "      <td>0.5133</td>\n",
              "      <td>-0.1327</td>\n",
              "      <td>2.5950</td>\n",
              "      <td>0.6980</td>\n",
              "      <td>0.5846</td>\n",
              "      <td>-0.2633</td>\n",
              "      <td>-2.1490</td>\n",
              "      <td>0.4881</td>\n",
              "      <td>1.4750</td>\n",
              "      <td>-0.0488</td>\n",
              "      <td>-0.0561</td>\n",
              "      <td>0.1641</td>\n",
              "      <td>0.1749</td>\n",
              "      <td>-0.3464</td>\n",
              "      <td>-0.1811</td>\n",
              "      <td>0.5685</td>\n",
              "      <td>1.2970</td>\n",
              "      <td>1.0510</td>\n",
              "      <td>-0.9585</td>\n",
              "      <td>0.7911</td>\n",
              "      <td>-0.2991</td>\n",
              "      <td>2.7420</td>\n",
              "      <td>-0.5979</td>\n",
              "      <td>-1.0240</td>\n",
              "      <td>0.7268</td>\n",
              "      <td>0.1590</td>\n",
              "      <td>-1.9730</td>\n",
              "      <td>1.1340</td>\n",
              "      <td>-2.5720</td>\n",
              "      <td>0.2068</td>\n",
              "      <td>0.9992</td>\n",
              "      <td>-0.1958</td>\n",
              "      <td>0.2262</td>\n",
              "      <td>1.0140</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2623</td>\n",
              "      <td>-0.5500</td>\n",
              "      <td>-0.0530</td>\n",
              "      <td>0.2077</td>\n",
              "      <td>-0.0825</td>\n",
              "      <td>0.2156</td>\n",
              "      <td>0.8142</td>\n",
              "      <td>1.0990</td>\n",
              "      <td>1.0860</td>\n",
              "      <td>0.4011</td>\n",
              "      <td>-0.1342</td>\n",
              "      <td>0.4653</td>\n",
              "      <td>-0.1104</td>\n",
              "      <td>0.3935</td>\n",
              "      <td>1.2370</td>\n",
              "      <td>-0.5072</td>\n",
              "      <td>0.0351</td>\n",
              "      <td>0.5084</td>\n",
              "      <td>-0.1248</td>\n",
              "      <td>0.4351</td>\n",
              "      <td>0.1389</td>\n",
              "      <td>0.6726</td>\n",
              "      <td>0.6070</td>\n",
              "      <td>0.3431</td>\n",
              "      <td>-0.4116</td>\n",
              "      <td>0.1194</td>\n",
              "      <td>0.3420</td>\n",
              "      <td>0.1331</td>\n",
              "      <td>0.8541</td>\n",
              "      <td>0.6282</td>\n",
              "      <td>0.3230</td>\n",
              "      <td>-0.4140</td>\n",
              "      <td>0.2532</td>\n",
              "      <td>0.0513</td>\n",
              "      <td>0.8600</td>\n",
              "      <td>1.4250</td>\n",
              "      <td>0.6633</td>\n",
              "      <td>0.4562</td>\n",
              "      <td>-0.9622</td>\n",
              "      <td>0.0260</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23807</th>\n",
              "      <td>id_fff7e6992</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>48</td>\n",
              "      <td>D1</td>\n",
              "      <td>a28556d51</td>\n",
              "      <td>0.1420</td>\n",
              "      <td>-0.3696</td>\n",
              "      <td>-0.0093</td>\n",
              "      <td>-0.2495</td>\n",
              "      <td>-0.0175</td>\n",
              "      <td>0.0959</td>\n",
              "      <td>-0.2201</td>\n",
              "      <td>0.2443</td>\n",
              "      <td>0.4879</td>\n",
              "      <td>0.3432</td>\n",
              "      <td>0.4151</td>\n",
              "      <td>0.9056</td>\n",
              "      <td>0.3538</td>\n",
              "      <td>0.5246</td>\n",
              "      <td>-0.4441</td>\n",
              "      <td>-0.1605</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-0.5619</td>\n",
              "      <td>-0.1409</td>\n",
              "      <td>0.1255</td>\n",
              "      <td>0.1214</td>\n",
              "      <td>-0.1975</td>\n",
              "      <td>-0.4367</td>\n",
              "      <td>0.0000</td>\n",
              "      <td>0.4301</td>\n",
              "      <td>-0.7606</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>0.0270</td>\n",
              "      <td>-0.0367</td>\n",
              "      <td>-1.2480</td>\n",
              "      <td>0.0559</td>\n",
              "      <td>-0.0984</td>\n",
              "      <td>0.5537</td>\n",
              "      <td>0.1063</td>\n",
              "      <td>0.3893</td>\n",
              "      <td>...</td>\n",
              "      <td>0.5554</td>\n",
              "      <td>0.2225</td>\n",
              "      <td>-0.0903</td>\n",
              "      <td>0.9227</td>\n",
              "      <td>-0.0460</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>1.0730</td>\n",
              "      <td>-0.6904</td>\n",
              "      <td>0.9298</td>\n",
              "      <td>1.0500</td>\n",
              "      <td>0.4646</td>\n",
              "      <td>0.4481</td>\n",
              "      <td>0.9771</td>\n",
              "      <td>0.7187</td>\n",
              "      <td>0.5299</td>\n",
              "      <td>0.1079</td>\n",
              "      <td>1.2010</td>\n",
              "      <td>0.2529</td>\n",
              "      <td>-0.4546</td>\n",
              "      <td>0.7998</td>\n",
              "      <td>0.6401</td>\n",
              "      <td>-1.3370</td>\n",
              "      <td>0.6542</td>\n",
              "      <td>0.8561</td>\n",
              "      <td>0.4829</td>\n",
              "      <td>0.3213</td>\n",
              "      <td>-0.0177</td>\n",
              "      <td>-0.2656</td>\n",
              "      <td>0.4626</td>\n",
              "      <td>0.0030</td>\n",
              "      <td>0.8775</td>\n",
              "      <td>0.5230</td>\n",
              "      <td>0.1589</td>\n",
              "      <td>0.7715</td>\n",
              "      <td>0.5497</td>\n",
              "      <td>0.6929</td>\n",
              "      <td>0.3738</td>\n",
              "      <td>0.8636</td>\n",
              "      <td>0.4494</td>\n",
              "      <td>0.1218</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23808</th>\n",
              "      <td>id_fff8c2444</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>72</td>\n",
              "      <td>D1</td>\n",
              "      <td>6c3a459be</td>\n",
              "      <td>0.1608</td>\n",
              "      <td>-1.0500</td>\n",
              "      <td>0.2551</td>\n",
              "      <td>-0.2239</td>\n",
              "      <td>-0.2431</td>\n",
              "      <td>0.4256</td>\n",
              "      <td>-0.1166</td>\n",
              "      <td>-0.1777</td>\n",
              "      <td>-0.7480</td>\n",
              "      <td>0.1368</td>\n",
              "      <td>0.5493</td>\n",
              "      <td>-0.5083</td>\n",
              "      <td>0.4112</td>\n",
              "      <td>0.1181</td>\n",
              "      <td>0.7861</td>\n",
              "      <td>-0.1877</td>\n",
              "      <td>0.2476</td>\n",
              "      <td>0.1956</td>\n",
              "      <td>0.0273</td>\n",
              "      <td>0.1182</td>\n",
              "      <td>-0.5037</td>\n",
              "      <td>-0.5939</td>\n",
              "      <td>0.4825</td>\n",
              "      <td>-0.5187</td>\n",
              "      <td>0.1618</td>\n",
              "      <td>-0.2253</td>\n",
              "      <td>0.3153</td>\n",
              "      <td>0.4839</td>\n",
              "      <td>0.0520</td>\n",
              "      <td>1.3850</td>\n",
              "      <td>0.6502</td>\n",
              "      <td>-0.4198</td>\n",
              "      <td>0.2723</td>\n",
              "      <td>-0.3629</td>\n",
              "      <td>1.0820</td>\n",
              "      <td>...</td>\n",
              "      <td>-0.2720</td>\n",
              "      <td>-0.6021</td>\n",
              "      <td>0.2451</td>\n",
              "      <td>0.6607</td>\n",
              "      <td>-0.1849</td>\n",
              "      <td>-0.6546</td>\n",
              "      <td>-0.5798</td>\n",
              "      <td>0.3449</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>0.2949</td>\n",
              "      <td>0.4158</td>\n",
              "      <td>0.8586</td>\n",
              "      <td>0.3868</td>\n",
              "      <td>1.0030</td>\n",
              "      <td>-0.4593</td>\n",
              "      <td>0.6498</td>\n",
              "      <td>0.8293</td>\n",
              "      <td>-0.7645</td>\n",
              "      <td>0.5379</td>\n",
              "      <td>0.5610</td>\n",
              "      <td>0.2577</td>\n",
              "      <td>-0.5493</td>\n",
              "      <td>0.2690</td>\n",
              "      <td>0.6392</td>\n",
              "      <td>-0.5774</td>\n",
              "      <td>-0.3393</td>\n",
              "      <td>0.5068</td>\n",
              "      <td>-0.2005</td>\n",
              "      <td>-0.4559</td>\n",
              "      <td>0.3734</td>\n",
              "      <td>0.0789</td>\n",
              "      <td>0.3538</td>\n",
              "      <td>0.0558</td>\n",
              "      <td>0.3377</td>\n",
              "      <td>-0.4753</td>\n",
              "      <td>-0.2504</td>\n",
              "      <td>-0.7415</td>\n",
              "      <td>0.8413</td>\n",
              "      <td>-0.4259</td>\n",
              "      <td>0.2434</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23809</th>\n",
              "      <td>id_fffb1ceed</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D2</td>\n",
              "      <td>df1d0a5a1</td>\n",
              "      <td>0.1394</td>\n",
              "      <td>-0.0636</td>\n",
              "      <td>-0.1112</td>\n",
              "      <td>-0.5080</td>\n",
              "      <td>-0.4713</td>\n",
              "      <td>0.7201</td>\n",
              "      <td>0.5773</td>\n",
              "      <td>0.3055</td>\n",
              "      <td>-0.4726</td>\n",
              "      <td>0.1269</td>\n",
              "      <td>0.2531</td>\n",
              "      <td>0.1730</td>\n",
              "      <td>-0.4532</td>\n",
              "      <td>-1.0790</td>\n",
              "      <td>0.2474</td>\n",
              "      <td>-0.4550</td>\n",
              "      <td>0.3588</td>\n",
              "      <td>0.1600</td>\n",
              "      <td>-0.7362</td>\n",
              "      <td>-0.1103</td>\n",
              "      <td>0.8550</td>\n",
              "      <td>-0.4139</td>\n",
              "      <td>0.5541</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.5573</td>\n",
              "      <td>-0.4397</td>\n",
              "      <td>-0.9260</td>\n",
              "      <td>-0.2424</td>\n",
              "      <td>-0.6686</td>\n",
              "      <td>0.2326</td>\n",
              "      <td>0.6456</td>\n",
              "      <td>0.0136</td>\n",
              "      <td>-0.5141</td>\n",
              "      <td>-0.6320</td>\n",
              "      <td>0.7166</td>\n",
              "      <td>...</td>\n",
              "      <td>0.0807</td>\n",
              "      <td>0.4024</td>\n",
              "      <td>-0.0895</td>\n",
              "      <td>0.4420</td>\n",
              "      <td>0.9641</td>\n",
              "      <td>-0.1846</td>\n",
              "      <td>-0.0014</td>\n",
              "      <td>0.3154</td>\n",
              "      <td>-0.2071</td>\n",
              "      <td>-0.6158</td>\n",
              "      <td>-0.2977</td>\n",
              "      <td>0.0992</td>\n",
              "      <td>0.6838</td>\n",
              "      <td>0.5259</td>\n",
              "      <td>0.7882</td>\n",
              "      <td>0.3119</td>\n",
              "      <td>-0.7697</td>\n",
              "      <td>0.2203</td>\n",
              "      <td>-1.0710</td>\n",
              "      <td>0.5979</td>\n",
              "      <td>0.0848</td>\n",
              "      <td>-0.2555</td>\n",
              "      <td>0.6293</td>\n",
              "      <td>1.1660</td>\n",
              "      <td>0.3329</td>\n",
              "      <td>0.2754</td>\n",
              "      <td>0.4108</td>\n",
              "      <td>-0.1252</td>\n",
              "      <td>-0.2340</td>\n",
              "      <td>0.2267</td>\n",
              "      <td>0.1969</td>\n",
              "      <td>0.0262</td>\n",
              "      <td>-0.8121</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.5372</td>\n",
              "      <td>-0.3246</td>\n",
              "      <td>0.0631</td>\n",
              "      <td>0.9171</td>\n",
              "      <td>0.5258</td>\n",
              "      <td>0.4680</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23811</th>\n",
              "      <td>id_fffc1c3f4</td>\n",
              "      <td>com_controle</td>\n",
              "      <td>48</td>\n",
              "      <td>D2</td>\n",
              "      <td>cacb2b860</td>\n",
              "      <td>0.3942</td>\n",
              "      <td>0.3756</td>\n",
              "      <td>0.3109</td>\n",
              "      <td>-0.7389</td>\n",
              "      <td>0.5505</td>\n",
              "      <td>-0.0159</td>\n",
              "      <td>-0.2541</td>\n",
              "      <td>0.1745</td>\n",
              "      <td>-0.0340</td>\n",
              "      <td>0.4865</td>\n",
              "      <td>-0.1854</td>\n",
              "      <td>0.0716</td>\n",
              "      <td>0.1729</td>\n",
              "      <td>-0.0434</td>\n",
              "      <td>0.1542</td>\n",
              "      <td>-0.2192</td>\n",
              "      <td>-0.0302</td>\n",
              "      <td>-0.4218</td>\n",
              "      <td>0.4057</td>\n",
              "      <td>-0.5372</td>\n",
              "      <td>0.1521</td>\n",
              "      <td>-0.2651</td>\n",
              "      <td>0.2310</td>\n",
              "      <td>-0.8101</td>\n",
              "      <td>0.4943</td>\n",
              "      <td>0.6905</td>\n",
              "      <td>-0.3720</td>\n",
              "      <td>-1.4110</td>\n",
              "      <td>0.4516</td>\n",
              "      <td>1.2300</td>\n",
              "      <td>-0.1949</td>\n",
              "      <td>-1.3280</td>\n",
              "      <td>-0.4276</td>\n",
              "      <td>-0.0040</td>\n",
              "      <td>-0.3086</td>\n",
              "      <td>...</td>\n",
              "      <td>0.6845</td>\n",
              "      <td>0.7127</td>\n",
              "      <td>0.7294</td>\n",
              "      <td>0.4718</td>\n",
              "      <td>-0.2020</td>\n",
              "      <td>0.2783</td>\n",
              "      <td>0.4934</td>\n",
              "      <td>0.4144</td>\n",
              "      <td>0.5449</td>\n",
              "      <td>1.4690</td>\n",
              "      <td>-0.6142</td>\n",
              "      <td>0.6068</td>\n",
              "      <td>0.3434</td>\n",
              "      <td>0.9880</td>\n",
              "      <td>-0.0468</td>\n",
              "      <td>-0.1882</td>\n",
              "      <td>-0.0087</td>\n",
              "      <td>-0.0356</td>\n",
              "      <td>0.5718</td>\n",
              "      <td>0.4971</td>\n",
              "      <td>0.1057</td>\n",
              "      <td>0.2111</td>\n",
              "      <td>0.6992</td>\n",
              "      <td>0.0708</td>\n",
              "      <td>0.6169</td>\n",
              "      <td>0.2248</td>\n",
              "      <td>0.5994</td>\n",
              "      <td>0.2689</td>\n",
              "      <td>0.0305</td>\n",
              "      <td>1.2320</td>\n",
              "      <td>0.5409</td>\n",
              "      <td>0.3755</td>\n",
              "      <td>0.7343</td>\n",
              "      <td>0.2807</td>\n",
              "      <td>0.4116</td>\n",
              "      <td>0.6422</td>\n",
              "      <td>0.2256</td>\n",
              "      <td>0.7592</td>\n",
              "      <td>0.6656</td>\n",
              "      <td>0.3808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23812</th>\n",
              "      <td>id_fffcb9e7c</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>8b87a7a83</td>\n",
              "      <td>0.6660</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.4392</td>\n",
              "      <td>0.2044</td>\n",
              "      <td>0.8531</td>\n",
              "      <td>-0.0343</td>\n",
              "      <td>0.0323</td>\n",
              "      <td>0.0463</td>\n",
              "      <td>0.4299</td>\n",
              "      <td>-0.7985</td>\n",
              "      <td>0.5742</td>\n",
              "      <td>0.1421</td>\n",
              "      <td>2.2700</td>\n",
              "      <td>0.2046</td>\n",
              "      <td>0.5363</td>\n",
              "      <td>-1.7330</td>\n",
              "      <td>0.1450</td>\n",
              "      <td>0.6097</td>\n",
              "      <td>0.2024</td>\n",
              "      <td>0.9865</td>\n",
              "      <td>-0.7805</td>\n",
              "      <td>0.9608</td>\n",
              "      <td>0.3440</td>\n",
              "      <td>2.7650</td>\n",
              "      <td>0.4925</td>\n",
              "      <td>0.6698</td>\n",
              "      <td>0.2374</td>\n",
              "      <td>-0.3372</td>\n",
              "      <td>0.8771</td>\n",
              "      <td>-2.6560</td>\n",
              "      <td>-0.2000</td>\n",
              "      <td>-0.2043</td>\n",
              "      <td>0.6797</td>\n",
              "      <td>-0.0248</td>\n",
              "      <td>-0.0927</td>\n",
              "      <td>...</td>\n",
              "      <td>0.3360</td>\n",
              "      <td>-0.6136</td>\n",
              "      <td>0.5011</td>\n",
              "      <td>0.9261</td>\n",
              "      <td>0.4419</td>\n",
              "      <td>0.0295</td>\n",
              "      <td>0.4220</td>\n",
              "      <td>0.4677</td>\n",
              "      <td>-0.1184</td>\n",
              "      <td>0.4524</td>\n",
              "      <td>0.4135</td>\n",
              "      <td>0.1356</td>\n",
              "      <td>-0.5801</td>\n",
              "      <td>0.0411</td>\n",
              "      <td>1.0240</td>\n",
              "      <td>1.0340</td>\n",
              "      <td>-0.0270</td>\n",
              "      <td>-0.4194</td>\n",
              "      <td>0.7403</td>\n",
              "      <td>-0.6793</td>\n",
              "      <td>-0.1423</td>\n",
              "      <td>0.7307</td>\n",
              "      <td>0.7946</td>\n",
              "      <td>-0.0650</td>\n",
              "      <td>0.9038</td>\n",
              "      <td>0.2324</td>\n",
              "      <td>0.9676</td>\n",
              "      <td>1.0940</td>\n",
              "      <td>0.4290</td>\n",
              "      <td>0.5187</td>\n",
              "      <td>-0.1105</td>\n",
              "      <td>0.4258</td>\n",
              "      <td>-0.2012</td>\n",
              "      <td>0.1506</td>\n",
              "      <td>1.5230</td>\n",
              "      <td>0.7101</td>\n",
              "      <td>0.1732</td>\n",
              "      <td>0.7015</td>\n",
              "      <td>-0.6290</td>\n",
              "      <td>0.0740</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>11769 rows × 877 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                 id    tratamento  tempo dose  ...     c96     c97     c98     c99\n",
              "0      id_000644bb2     com_droga     24   D1  ... -0.3981  0.2139  0.3801  0.4176\n",
              "1      id_000779bfc     com_droga     72   D1  ...  0.1522  0.1241  0.6077  0.7371\n",
              "2      id_000a6266a     com_droga     48   D1  ... -0.6417 -0.2187 -1.4080  0.6931\n",
              "6      id_001bd861f     com_droga     24   D2  ...  2.4670  0.0357  0.1351 -0.3179\n",
              "7      id_0020d0484     com_droga     48   D1  ...  0.6633  0.4562 -0.9622  0.0260\n",
              "...             ...           ...    ...  ...  ...     ...     ...     ...     ...\n",
              "23807  id_fff7e6992     com_droga     48   D1  ...  0.3738  0.8636  0.4494  0.1218\n",
              "23808  id_fff8c2444     com_droga     72   D1  ... -0.7415  0.8413 -0.4259  0.2434\n",
              "23809  id_fffb1ceed     com_droga     24   D2  ...  0.0631  0.9171  0.5258  0.4680\n",
              "23811  id_fffc1c3f4  com_controle     48   D2  ...  0.2256  0.7592  0.6656  0.3808\n",
              "23812  id_fffcb9e7c     com_droga     24   D1  ...  0.1732  0.7015 -0.6290  0.0740\n",
              "\n",
              "[11769 rows x 877 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 26
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "iEw_pJVoEGWh"
      },
      "source": [
        "##AULA 02"
      ],
      "execution_count": 27,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "cxUyxVPQLFQT"
      },
      "source": [
        "####**DESAFIO 01: Ordenar o gráfico countplot; | OK**\n",
        "####**DESAFIO 02: Melhorar a visualização alterando o tamanho da fonte...; | OK**\n",
        "####**DESAFIO 03: Plotar os histogramas com seaborn; | OK** \n",
        "####**DESAFIO 04: Estudar sobre as estatísticas retornadas no .describe(); | OK** - O .describe() retorna informações sobre os dados, tal como o máximo(max); mínimo (min); média (mean); quantidade (count); percentis (25%, 50%, 75%); desvio padrão (std).\n",
        "####**DESAFIO 05: Refletir sobre a manipulação do tamanho das visualizações; | OK** - O tamnho das visualizações do gráfico é extremamente importante, uma vez que, dependendo da quantidade de dados e do intervalo entre eles, pode ficar indecifrável as informações que deseja-se obter. Desse modo, é importante ajustar a escala de visualização para uma melhor compreensão.\n",
        "####**DESAFIO 06: Fazer outras análises com o bloxplot e até com o histograma; | OK**\n",
        "####**DESAFIO 07: Resumo do que você aprendeu com os dados:**\n",
        "- Distribuição dos valores G e C;\n",
        "- Como usar seaborn para melhorar a visualização dos gráficos;\n",
        "- Alguns conceitos de estatística;\n",
        "\n",
        "\n",
        "\n",
        "#####**GLOSSÁRIO:**\n",
        "\n",
        "*   G = Genes;\n",
        "*   C = Tipos celulares;\n",
        "*   Desvio Padrão = Quanto mais próximo de 0, mais homogêneo são os dados.\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PUi4-KwTEIn6"
      },
      "source": [
        "mapa={'droga':'composto'}\n",
        "dados.rename(columns= mapa, inplace=True)"
      ],
      "execution_count": 28,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 256
        },
        "id": "Ju6uz01wJsEA",
        "outputId": "5b1b8ae1-4704-4b43-d553-6c082cea6db4"
      },
      "source": [
        "dados.head()"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>id</th>\n",
              "      <th>tratamento</th>\n",
              "      <th>tempo</th>\n",
              "      <th>dose</th>\n",
              "      <th>composto</th>\n",
              "      <th>g-0</th>\n",
              "      <th>g-1</th>\n",
              "      <th>g-2</th>\n",
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              "      <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-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",
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              "      <th>g-26</th>\n",
              "      <th>g-27</th>\n",
              "      <th>g-28</th>\n",
              "      <th>g-29</th>\n",
              "      <th>g-30</th>\n",
              "      <th>g-31</th>\n",
              "      <th>g-32</th>\n",
              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>...</th>\n",
              "      <th>c-60</th>\n",
              "      <th>c-61</th>\n",
              "      <th>c-62</th>\n",
              "      <th>c-63</th>\n",
              "      <th>c-64</th>\n",
              "      <th>c-65</th>\n",
              "      <th>c-66</th>\n",
              "      <th>c-67</th>\n",
              "      <th>c-68</th>\n",
              "      <th>c-69</th>\n",
              "      <th>c-70</th>\n",
              "      <th>c-71</th>\n",
              "      <th>c-72</th>\n",
              "      <th>c-73</th>\n",
              "      <th>c-74</th>\n",
              "      <th>c-75</th>\n",
              "      <th>c-76</th>\n",
              "      <th>c-77</th>\n",
              "      <th>c-78</th>\n",
              "      <th>c-79</th>\n",
              "      <th>c-80</th>\n",
              "      <th>c-81</th>\n",
              "      <th>c-82</th>\n",
              "      <th>c-83</th>\n",
              "      <th>c-84</th>\n",
              "      <th>c-85</th>\n",
              "      <th>c-86</th>\n",
              "      <th>c-87</th>\n",
              "      <th>c-88</th>\n",
              "      <th>c-89</th>\n",
              "      <th>c-90</th>\n",
              "      <th>c-91</th>\n",
              "      <th>c-92</th>\n",
              "      <th>c-93</th>\n",
              "      <th>c-94</th>\n",
              "      <th>c-95</th>\n",
              "      <th>c-96</th>\n",
              "      <th>c-97</th>\n",
              "      <th>c-98</th>\n",
              "      <th>c-99</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>id_000644bb2</td>\n",
              "      <td>com_droga</td>\n",
              "      <td>24</td>\n",
              "      <td>D1</td>\n",
              "      <td>b68db1d53</td>\n",
              "      <td>1.0620</td>\n",
              "      <td>0.5577</td>\n",
              "      <td>-0.2479</td>\n",
              "      <td>-0.6208</td>\n",
              "      <td>-0.1944</td>\n",
              "      <td>-1.0120</td>\n",
              "      <td>-1.0220</td>\n",
              "      <td>-0.0326</td>\n",
              "      <td>0.5548</td>\n",
              "      <td>-0.0921</td>\n",
              "      <td>1.1830</td>\n",
              "      <td>0.1530</td>\n",
              "      <td>0.5574</td>\n",
              "      <td>-0.4015</td>\n",
              "      <td>0.1789</td>\n",
              "      <td>-0.6528</td>\n",
              "      <td>-0.7969</td>\n",
              "      <td>0.6342</td>\n",
              "      <td>0.1778</td>\n",
              "      <td>-0.3694</td>\n",
              "      <td>-0.5688</td>\n",
              "      <td>-1.1360</td>\n",
              "      <td>-1.1880</td>\n",
              "      <td>0.6940</td>\n",
              "      <td>0.4393</td>\n",
              "      <td>0.2664</td>\n",
              "      <td>0.1907</td>\n",
              "      <td>0.1628</td>\n",
              "      <td>-0.2853</td>\n",
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              "      <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",
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              "      <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": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "MLfrfaLOFQCI"
      },
      "source": [
        "cod_compostos = dados['composto'].value_counts().index [0:5]"
      ],
      "execution_count": 30,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "DQkWEoEnJmQ6",
        "outputId": "dd506c65-8c71-4c36-db83-2db4c8d5ef58"
      },
      "source": [
        "cod_compostos"
      ],
      "execution_count": 31,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['cacb2b860', '87d714366', '9f80f3f77', '8b87a7a83', '5628cb3ee'], dtype='object')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 31
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 444
        },
        "id": "G796yXa9HC6Y",
        "outputId": "bd48f472-6444-4051-ea2e-ba06e88e050a"
      },
      "source": [
        "dados.query('composto in @cod_compostos')"
      ],
      "execution_count": 32,
      "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": 32
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "GcmuCX6AGkkE",
        "outputId": "f6e33fe7-5ed9-402d-8831-6f96d9899d02"
      },
      "source": [
        "##DESAFIO 01 + 02\n",
        "ax = sns.countplot(x='composto', data=dados.query('composto in @cod_compostos'), palette=\"rocket\", order=cod_compostos)\n",
        "ax.set_title('Top 5 Compostos', fontsize=16, fontweight='bold')\n",
        "ax.set_ylabel('Quantidade', fontsize=14)\n",
        "ax.set_xlabel('Composto', fontsize=14)\n",
        "sns.set_style(style=\"whitegrid\")\n",
        "\n",
        "plt.show()"
      ],
      "execution_count": 79,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pNPGZNNKtLMD",
        "outputId": "b8eacf5e-0e3f-47af-da27-1b022b474c9a"
      },
      "source": [
        "len(dados['g-0'].unique())"
      ],
      "execution_count": 40,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "14367"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 40
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QNLT28mItUad",
        "outputId": "81f497ab-df23-44e4-bd48-84971b97ef7f"
      },
      "source": [
        "dados['g-0'].min()"
      ],
      "execution_count": 41,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "-5.513"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 41
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "9YQrhxgothRJ",
        "outputId": "5d216265-4edf-4418-d1b8-7917d27c99aa"
      },
      "source": [
        "dados['g-0'].max()"
      ],
      "execution_count": 42,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "10.0"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 42
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "u9_DwAQNtkhT",
        "outputId": "4aa52b5b-d577-42ab-eb61-b9aec330f645"
      },
      "source": [
        "ax0 = dados['g-0'].hist(bins = 100)\n",
        "ax0.set_title('G-0', fontsize = 16, fontweight='bold')\n",
        "ax0.set_ylabel('Quantidade', fontsize=14)\n",
        "ax0.set_xlabel('Intervalo', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 62,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "0p79IEGrET4x",
        "outputId": "f2b3a0f5-650c-4e91-c286-3784937bb90d"
      },
      "source": [
        "ax70 = dados['g-70'].hist(bins = 80)\n",
        "ax70.set_title('G-70', fontsize = 16, fontweight='bold')\n",
        "ax70.set_ylabel('Quantidade', fontsize=14)\n",
        "ax70.set_xlabel('Intervalo', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 151,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "GVq875LgtruS",
        "outputId": "4158be3e-8229-4f84-dfc8-139df3d596e3"
      },
      "source": [
        "ax18 = dados['g-18'].hist(bins = 80)\n",
        "ax18.set_title('G-18', fontsize = 16, fontweight='bold')\n",
        "ax18.set_ylabel('Quantidade', fontsize=14)\n",
        "ax18.set_xlabel('Intervalo', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 118,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "V7XovKV6AZrW",
        "outputId": "2e59b03a-7399-4264-b47d-a21d43bb1dc9"
      },
      "source": [
        "##DESAFIO 03\n",
        "ax99 = dados['c-99'].hist(bins = 100)\n",
        "ax99.set_title('C-99', fontsize = 16, fontweight='bold')\n",
        "ax99.set_ylabel('Quantidade', fontsize=14)\n",
        "ax99.set_xlabel('Intervalo', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 109,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 287
        },
        "id": "TYtWZvea9j4b",
        "outputId": "b6e22956-5ace-4f6b-bb73-f4b06718c7b9"
      },
      "source": [
        "axt = dados['tratamento'].hist()\n",
        "axt.set_title('Histograma Tratamento', fontsize = 16, fontweight='bold')\n",
        "axt.set_ylabel('Quantidade', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 99,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xXkotCYjwdS-",
        "outputId": "408b56c5-4c67-4952-e7eb-a8d6babee89c"
      },
      "source": [
        "dados['g-0'].mean()"
      ],
      "execution_count": 65,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.24836629293692816"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 65
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 350
        },
        "id": "fY4E1iukwhaX",
        "outputId": "737f737a-45ee-4a9d-a367-e31d19fcd97c"
      },
      "source": [
        "dados.describe()"
      ],
      "execution_count": 66,
      "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": 66
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 424
        },
        "id": "8EzG4j1iwljZ",
        "outputId": "7654514d-8bb8-4afb-dcf7-f1c39f12e18b"
      },
      "source": [
        "dados[['g-0', 'g-1']]"
      ],
      "execution_count": 67,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>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": 67
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 350
        },
        "id": "Yc3bs2MVw9-c",
        "outputId": "ef5462de-7c11-401c-f21b-899af4e8d311"
      },
      "source": [
        "dados.loc[:,'g-0':'g-771'].describe()"
      ],
      "execution_count": 69,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>g-0</th>\n",
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              "      <th>g-19</th>\n",
              "      <th>g-20</th>\n",
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              "      <th>g-23</th>\n",
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              "      <th>g-27</th>\n",
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              "      <th>g-29</th>\n",
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              "      <th>g-31</th>\n",
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              "      <th>g-33</th>\n",
              "      <th>g-34</th>\n",
              "      <th>g-35</th>\n",
              "      <th>g-36</th>\n",
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              "      <th>g-736</th>\n",
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              "      <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",
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              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</td>\n",
              "      <td>23814.000000</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": 69
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "iAnssSyyxGAL",
        "outputId": "8dce328a-4074-4975-fd9a-600b6b746561"
      },
      "source": [
        "## .T inverte linhas e colunas\n",
        "hig = dados.loc[:,'g-0':'g-771'].describe().T['mean'].hist(bins=50)\n",
        "hig.set_title('Histograma G0 - G771', fontsize=16, fontweight='bold')\n",
        "hig.set_xlabel('Intevalo', fontsize=14)\n",
        "hig.set_ylabel('Quantidade', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 132,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "DBxd0cIuxkX0",
        "outputId": "e1913671-d889-467b-fa3e-8fe46e2a8b12"
      },
      "source": [
        "higm = dados.loc[:,'g-0':'g-771'].describe().T['min'].hist(bins=30)\n",
        "higm.set_title('Mínimos G0 - G771', fontsize=16, fontweight='bold')\n",
        "higm.set_xlabel('Intevalo', fontsize=14)\n",
        "higm.set_ylabel('Quantidade', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 131,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "2Cd49r3lx5ct",
        "outputId": "c5791fba-e538-4ff8-b720-6386672b1c83"
      },
      "source": [
        "higma = dados.loc[:,'g-0':'g-771'].describe().T['max'].hist(bins=30)\n",
        "higma.set_title('Máximo G0 - G771', fontsize=16, fontweight='bold')\n",
        "higma.set_xlabel('Intevalo', fontsize=14)\n",
        "higma.set_ylabel('Quantidade', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 130,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "0eGYyxQtx8_o",
        "outputId": "c8fb2908-9fbd-4467-ee99-fce49a4ba41d"
      },
      "source": [
        "hicme = dados.loc[:,'c-0':'c-99'].describe().T['mean'].hist(bins=50)\n",
        "hicme.set_title('Média C0 - C99', fontsize=16, fontweight='bold')\n",
        "hicme.set_xlabel('Intevalo', fontsize=14)\n",
        "hicme.set_ylabel('Quantidade', fontsize=14)\n",
        "plt.show()"
      ],
      "execution_count": 129,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "2oARwzafQb7g"
      },
      "source": [
        "Boxplot, exemplificação:\n",
        "![image.png](data:image/png;base64,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)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8J3ww4JqQo49"
      },
      "source": [
        "O quartil 1 é o número médio do intervalo à esquerda da mediana.\n",
        "\n",
        "O quartil 3 é o número médio do intervalo à direita da mediana."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 411
        },
        "id": "dm3AueK_1R5u",
        "outputId": "d5a28318-cc88-4a8e-a54b-98be486d11e1"
      },
      "source": [
        "plt.figure(figsize=(8,6))\n",
        "bxg = sns.boxplot(y='g-0' , x='tratamento', data=dados, palette='Blues')\n",
        "bxg.set_xlabel('Tratamento')\n",
        "bxg.set_title('Boxplot G-0 x Tratamento', fontsize=14, fontweight='bold')\n",
        "plt.show()"
      ],
      "execution_count": 144,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 411
        },
        "id": "Y74J09P_JCgY",
        "outputId": "02d1a571-2abf-4bec-aaf9-6e839049b637"
      },
      "source": [
        "plt.figure(figsize=(8,6))\n",
        "bxc = sns.boxplot(y='c-0' , x='tratamento', data=dados, palette='Purples')\n",
        "bxc.set_xlabel('Tratamento')\n",
        "bxc.set_title('Boxplot C-0 x Tratamento', fontsize=14, fontweight='bold')\n",
        "plt.show()"
      ],
      "execution_count": 145,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 576x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 519
        },
        "id": "mNA4IkHdJH9S",
        "outputId": "503fab31-6c94-476f-914b-dd2c32f21ea6"
      },
      "source": [
        "fig, (dg, dc) = plt.subplots(1, 2, figsize=(10,8))\n",
        "\n",
        "sns.boxplot(y='g-0' , x='dose', data=dados, palette = 'crest', ax=dg)\n",
        "dg.set_xlabel('Dose')\n",
        "dg.set_title('Boxplot G-0 x Dose', fontsize=14, fontweight='bold')\n",
        "\n",
        "sns.boxplot(y='c-0' , x='dose', data=dados, palette = 'viridis', ax=dc)\n",
        "dc.set_xlabel('Dose')\n",
        "dc.set_title('Boxplot C-0 x Dose', fontsize=14, fontweight='bold')\n",
        "\n",
        "plt.show()"
      ],
      "execution_count": 230,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x576 with 2 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 319
        },
        "id": "RzZPlOXwp1eG",
        "outputId": "853ceee1-7823-448b-920c-2928d880aaee"
      },
      "source": [
        "\n",
        "dt = sns.boxplot(y='g-0' , x='tempo', data=dados, palette='gray')\n",
        "dt.set_xlabel('Tempo(h)')\n",
        "dt.set_ylabel('G-0')\n",
        "dt.set_title('G0 x Tempo', fontsize=14, fontweight='bold')"
      ],
      "execution_count": 243,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Text(0.5, 1.0, 'G0 x Tempo')"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 243
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    }
  ]
}