From c783a6d6fedc5db1a4cd9213549438f943208822 Mon Sep 17 00:00:00 2001
From: carlitapereira <164639531+carlitapereira@users.noreply.github.com>
Date: Sat, 25 May 2024 11:51:23 -0300
Subject: [PATCH 1/4] Criado usando o Colab

---
 aula9.ipynb | 42 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 42 insertions(+)
 create mode 100644 aula9.ipynb

diff --git a/aula9.ipynb b/aula9.ipynb
new file mode 100644
index 0000000..ceee2a9
--- /dev/null
+++ b/aula9.ipynb
@@ -0,0 +1,42 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "authorship_tag": "ABX9TyMXDZ6f4pXvr+YIG2TNKJC3",
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/carlitapereira/on29-python-s09-pandas-numpy-I/blob/main/aula9.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 2,
+      "metadata": {
+        "id": "dyNpoWDhNoJP"
+      },
+      "outputs": [],
+      "source": [
+        "\n",
+        "import pandas\n"
+      ]
+    }
+  ]
+}
\ No newline at end of file

From 668074f69c3e5b8b8a96a885cecf1bc120bb9f06 Mon Sep 17 00:00:00 2001
From: carlitapereira <164639531+carlitapereira@users.noreply.github.com>
Date: Sat, 25 May 2024 11:57:02 -0300
Subject: [PATCH 2/4] Criado usando o Colab


From 8f9b14d847a91a277055bdcfc28b4ca2c516c544 Mon Sep 17 00:00:00 2001
From: carlitapereira <164639531+carlitapereira@users.noreply.github.com>
Date: Sat, 25 May 2024 12:05:30 -0300
Subject: [PATCH 3/4] Criado usando o Colab

---
 exercicios/para-casa/aula9.ipynb | 41 ++++++++++++++++++++++++++++++++
 1 file changed, 41 insertions(+)
 create mode 100644 exercicios/para-casa/aula9.ipynb

diff --git a/exercicios/para-casa/aula9.ipynb b/exercicios/para-casa/aula9.ipynb
new file mode 100644
index 0000000..64aae66
--- /dev/null
+++ b/exercicios/para-casa/aula9.ipynb
@@ -0,0 +1,41 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "authorship_tag": "ABX9TyPR6m7XDlNzcAUExmJnDpd6",
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/carlitapereira/on29-python-s09-pandas-numpy-I/blob/main/exercicios/para-casa/aula9.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": 2,
+      "metadata": {
+        "id": "dyNpoWDhNoJP"
+      },
+      "outputs": [],
+      "source": [
+        "import pandas\n"
+      ]
+    }
+  ]
+}
\ No newline at end of file

From 9982ba905fc0448074f1f8873be7ae8f1a0ba2fa Mon Sep 17 00:00:00 2001
From: Carla-pereira <carlapatriciapdasilva@gmail.com>
Date: Wed, 5 Jun 2024 14:39:30 -0300
Subject: [PATCH 4/4] resolucao-carla-aula9

---
 exercicios/para-casa/Exercicio_09_Carla.ipynb | 1536 +++++++++++++++++
 exercicios/para-casa/aula9.ipynb              |   41 -
 2 files changed, 1536 insertions(+), 41 deletions(-)
 create mode 100644 exercicios/para-casa/Exercicio_09_Carla.ipynb
 delete mode 100644 exercicios/para-casa/aula9.ipynb

diff --git a/exercicios/para-casa/Exercicio_09_Carla.ipynb b/exercicios/para-casa/Exercicio_09_Carla.ipynb
new file mode 100644
index 0000000..b733379
--- /dev/null
+++ b/exercicios/para-casa/Exercicio_09_Carla.ipynb
@@ -0,0 +1,1536 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": 2,
+      "metadata": {
+        "id": "lStAAoc7YxIh"
+      },
+      "outputs": [],
+      "source": [
+        "import pandas as pd\n",
+        "\n"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df = pd.read_csv('data_sample_MG.csv', sep=\";\", encoding='latin-1', on_bad_lines='skip')"
+      ],
+      "metadata": {
+        "id": "Mu46qclTZUh8"
+      },
+      "execution_count": 4,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df.head()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 429
+        },
+        "id": "k9CwjRmhZ2Aq",
+        "outputId": "4906fd2e-4dce-4356-8c25-dada0eac0f5f"
+      },
+      "execution_count": 5,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "         Data  Hora UTC  PRECIPITAO TOTAL. HORARIO (mm)  \\\n",
+              "0  2022/09/08  2200 UTC                             0.0   \n",
+              "1  2021/01/26  1100 UTC                             0.0   \n",
+              "2  2021/11/24  2100 UTC                             0.0   \n",
+              "3  2021/07/25  1800 UTC                             0.0   \n",
+              "4  2020/07/16  0700 UTC                             0.0   \n",
+              "\n",
+              "   PRESSAO ATMOSFERICA AO NIVEL DA ESTACAO. HORARIA (mB)  \\\n",
+              "0                                              909.4       \n",
+              "1                                              926.5       \n",
+              "2                                              924.5       \n",
+              "3                                              929.2       \n",
+              "4                                              928.6       \n",
+              "\n",
+              "   PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)  \\\n",
+              "0                                            909.4   \n",
+              "1                                            926.5   \n",
+              "2                                            924.5   \n",
+              "3                                            930.1   \n",
+              "4                                            928.7   \n",
+              "\n",
+              "   PRESSAO ATMOSFERICA MIN. NA HORA ANT. (AUT) (mB)  RADIACAO GLOBAL (Kj/m2)  \\\n",
+              "0                                             908.9                      NaN   \n",
+              "1                                             926.1                    720.1   \n",
+              "2                                             924.4                    368.7   \n",
+              "3                                             929.2                   2228.8   \n",
+              "4                                             928.6                      NaN   \n",
+              "\n",
+              "   TEMPERATURA DO AR - BULBO SECO. HORARIA (C)  \\\n",
+              "0                                         22.8   \n",
+              "1                                         22.5   \n",
+              "2                                         27.6   \n",
+              "3                                         27.8   \n",
+              "4                                         16.1   \n",
+              "\n",
+              "   TEMPERATURA DO PONTO DE ORVALHO (C)  \\\n",
+              "0                                  8.6   \n",
+              "1                                 19.6   \n",
+              "2                                 11.4   \n",
+              "3                                  4.6   \n",
+              "4                                 14.6   \n",
+              "\n",
+              "   TEMPERATURA MAXIMA NA HORA ANT. (AUT) (C)  ...  VENTO. RAJADA MAXIMA (m/s)  \\\n",
+              "0                                       24.6  ...                         3.0   \n",
+              "1                                       22.5  ...                         3.5   \n",
+              "2                                       29.8  ...                         4.3   \n",
+              "3                                       28.1  ...                         4.7   \n",
+              "4                                       16.3  ...                         2.4   \n",
+              "\n",
+              "   VENTO. VELOCIDADE HORARIA (m/s)  REGIAO  UF   ESTACAO  CODIGO (WMO)  \\\n",
+              "0                              2.0      SE  MG  VARGINHA          A515   \n",
+              "1                              1.3      SE  MG   UBERABA          A568   \n",
+              "2                              2.1      SE  MG    PASSOS          A516   \n",
+              "3                              0.9      SE  MG   UBERABA          A568   \n",
+              "4                              1.5      SE  MG  MANHUACU          A556   \n",
+              "\n",
+              "    LATITUDE  LONGITUDE  ALTITUDE DATA DE FUNDACAO  \n",
+              "0 -21.566389 -45.404167    949.78         13/07/06  \n",
+              "1 -19.710000 -47.961944    778.00         19/05/17  \n",
+              "2 -20.745237 -46.633916    781.70         16/07/06  \n",
+              "3 -19.710000 -47.961944    778.00         19/05/17  \n",
+              "4 -20.263333 -42.182778    819.47         25/09/10  \n",
+              "\n",
+              "[5 rows x 27 columns]"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-7cf612f2-3477-428e-b864-94ff4a6fbee4\" class=\"colab-df-container\">\n",
+              "    <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>Data</th>\n",
+              "      <th>Hora UTC</th>\n",
+              "      <th>PRECIPITAO TOTAL. HORARIO (mm)</th>\n",
+              "      <th>PRESSAO ATMOSFERICA AO NIVEL DA ESTACAO. HORARIA (mB)</th>\n",
+              "      <th>PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)</th>\n",
+              "      <th>PRESSAO ATMOSFERICA MIN. NA HORA ANT. (AUT) (mB)</th>\n",
+              "      <th>RADIACAO GLOBAL (Kj/m2)</th>\n",
+              "      <th>TEMPERATURA DO AR - BULBO SECO. HORARIA (C)</th>\n",
+              "      <th>TEMPERATURA DO PONTO DE ORVALHO (C)</th>\n",
+              "      <th>TEMPERATURA MAXIMA NA HORA ANT. (AUT) (C)</th>\n",
+              "      <th>...</th>\n",
+              "      <th>VENTO. RAJADA MAXIMA (m/s)</th>\n",
+              "      <th>VENTO. VELOCIDADE HORARIA (m/s)</th>\n",
+              "      <th>REGIAO</th>\n",
+              "      <th>UF</th>\n",
+              "      <th>ESTACAO</th>\n",
+              "      <th>CODIGO (WMO)</th>\n",
+              "      <th>LATITUDE</th>\n",
+              "      <th>LONGITUDE</th>\n",
+              "      <th>ALTITUDE</th>\n",
+              "      <th>DATA DE FUNDACAO</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>0</th>\n",
+              "      <td>2022/09/08</td>\n",
+              "      <td>2200 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>909.4</td>\n",
+              "      <td>909.4</td>\n",
+              "      <td>908.9</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>22.8</td>\n",
+              "      <td>8.6</td>\n",
+              "      <td>24.6</td>\n",
+              "      <td>...</td>\n",
+              "      <td>3.0</td>\n",
+              "      <td>2.0</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>VARGINHA</td>\n",
+              "      <td>A515</td>\n",
+              "      <td>-21.566389</td>\n",
+              "      <td>-45.404167</td>\n",
+              "      <td>949.78</td>\n",
+              "      <td>13/07/06</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2021/01/26</td>\n",
+              "      <td>1100 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>926.5</td>\n",
+              "      <td>926.5</td>\n",
+              "      <td>926.1</td>\n",
+              "      <td>720.1</td>\n",
+              "      <td>22.5</td>\n",
+              "      <td>19.6</td>\n",
+              "      <td>22.5</td>\n",
+              "      <td>...</td>\n",
+              "      <td>3.5</td>\n",
+              "      <td>1.3</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>UBERABA</td>\n",
+              "      <td>A568</td>\n",
+              "      <td>-19.710000</td>\n",
+              "      <td>-47.961944</td>\n",
+              "      <td>778.00</td>\n",
+              "      <td>19/05/17</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>2021/11/24</td>\n",
+              "      <td>2100 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>924.5</td>\n",
+              "      <td>924.5</td>\n",
+              "      <td>924.4</td>\n",
+              "      <td>368.7</td>\n",
+              "      <td>27.6</td>\n",
+              "      <td>11.4</td>\n",
+              "      <td>29.8</td>\n",
+              "      <td>...</td>\n",
+              "      <td>4.3</td>\n",
+              "      <td>2.1</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>PASSOS</td>\n",
+              "      <td>A516</td>\n",
+              "      <td>-20.745237</td>\n",
+              "      <td>-46.633916</td>\n",
+              "      <td>781.70</td>\n",
+              "      <td>16/07/06</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>2021/07/25</td>\n",
+              "      <td>1800 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>929.2</td>\n",
+              "      <td>930.1</td>\n",
+              "      <td>929.2</td>\n",
+              "      <td>2228.8</td>\n",
+              "      <td>27.8</td>\n",
+              "      <td>4.6</td>\n",
+              "      <td>28.1</td>\n",
+              "      <td>...</td>\n",
+              "      <td>4.7</td>\n",
+              "      <td>0.9</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>UBERABA</td>\n",
+              "      <td>A568</td>\n",
+              "      <td>-19.710000</td>\n",
+              "      <td>-47.961944</td>\n",
+              "      <td>778.00</td>\n",
+              "      <td>19/05/17</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>4</th>\n",
+              "      <td>2020/07/16</td>\n",
+              "      <td>0700 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>928.6</td>\n",
+              "      <td>928.7</td>\n",
+              "      <td>928.6</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>16.1</td>\n",
+              "      <td>14.6</td>\n",
+              "      <td>16.3</td>\n",
+              "      <td>...</td>\n",
+              "      <td>2.4</td>\n",
+              "      <td>1.5</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>MANHUACU</td>\n",
+              "      <td>A556</td>\n",
+              "      <td>-20.263333</td>\n",
+              "      <td>-42.182778</td>\n",
+              "      <td>819.47</td>\n",
+              "      <td>25/09/10</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "<p>5 rows × 27 columns</p>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-7cf612f2-3477-428e-b864-94ff4a6fbee4')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
+              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-7cf612f2-3477-428e-b864-94ff4a6fbee4 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-7cf612f2-3477-428e-b864-94ff4a6fbee4');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-6b7dfd93-e9c3-4415-bf39-cab09a78d183\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-6b7dfd93-e9c3-4415-bf39-cab09a78d183')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-6b7dfd93-e9c3-4415-bf39-cab09a78d183 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "variable_name": "df"
+            }
+          },
+          "metadata": {},
+          "execution_count": 5
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "df[['PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)','RADIACAO GLOBAL (Kj/m2)']].mean()"
+      ],
+      "metadata": {
+        "id": "M96zAOn6aF6R"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df[['TEMPERATURA DO AR - BULBO SECO. HORARIA (C)']].mean()"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "MjTgbu5xaSxL",
+        "outputId": "4e9bd44f-caf0-461c-825a-030454fe1ed8"
+      },
+      "execution_count": 6,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "TEMPERATURA DO AR - BULBO SECO. HORARIA (C)    21.880183\n",
+              "dtype: float64"
+            ]
+          },
+          "metadata": {},
+          "execution_count": 6
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df.dropna(subset=['RADIACAO GLOBAL (Kj/m2)'])"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 738
+        },
+        "id": "d7td_UtJacHV",
+        "outputId": "f90e97c8-674c-4a2a-82a8-bfef57fc8a46"
+      },
+      "execution_count": 7,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "             Data  Hora UTC  PRECIPITAO TOTAL. HORARIO (mm)  \\\n",
+              "1      2021/01/26  1100 UTC                             0.0   \n",
+              "2      2021/11/24  2100 UTC                             0.0   \n",
+              "3      2021/07/25  1800 UTC                             0.0   \n",
+              "5      2022/09/29  1400 UTC                             0.0   \n",
+              "6      2021/04/30  1900 UTC                             0.0   \n",
+              "...           ...       ...                             ...   \n",
+              "40609  2020/08/08  1300 UTC                             0.0   \n",
+              "40612  2022/11/28  1300 UTC                             0.0   \n",
+              "40615  2021/03/25  1100 UTC                             NaN   \n",
+              "40620  2020/02/08  1900 UTC                             0.0   \n",
+              "40621  2020/06/17  2100 UTC                             0.0   \n",
+              "\n",
+              "       PRESSAO ATMOSFERICA AO NIVEL DA ESTACAO. HORARIA (mB)  \\\n",
+              "1                                                  926.5       \n",
+              "2                                                  924.5       \n",
+              "3                                                  929.2       \n",
+              "5                                                  910.6       \n",
+              "6                                                  899.0       \n",
+              "...                                                  ...       \n",
+              "40609                                              929.4       \n",
+              "40612                                              905.5       \n",
+              "40615                                              944.7       \n",
+              "40620                                              945.3       \n",
+              "40621                                              889.3       \n",
+              "\n",
+              "       PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)  \\\n",
+              "1                                                926.5   \n",
+              "2                                                924.5   \n",
+              "3                                                930.1   \n",
+              "5                                                910.9   \n",
+              "6                                                899.3   \n",
+              "...                                                ...   \n",
+              "40609                                            929.5   \n",
+              "40612                                            905.9   \n",
+              "40615                                            944.7   \n",
+              "40620                                            946.0   \n",
+              "40621                                            889.3   \n",
+              "\n",
+              "       PRESSAO ATMOSFERICA MIN. NA HORA ANT. (AUT) (mB)  \\\n",
+              "1                                                 926.1   \n",
+              "2                                                 924.4   \n",
+              "3                                                 929.2   \n",
+              "5                                                 910.6   \n",
+              "6                                                 899.0   \n",
+              "...                                                 ...   \n",
+              "40609                                             929.3   \n",
+              "40612                                             905.5   \n",
+              "40615                                             943.8   \n",
+              "40620                                             945.3   \n",
+              "40621                                             889.2   \n",
+              "\n",
+              "       RADIACAO GLOBAL (Kj/m2)  TEMPERATURA DO AR - BULBO SECO. HORARIA (C)  \\\n",
+              "1                        720.1                                         22.5   \n",
+              "2                        368.7                                         27.6   \n",
+              "3                       2228.8                                         27.8   \n",
+              "5                       1031.6                                         24.5   \n",
+              "6                        878.1                                         21.7   \n",
+              "...                        ...                                          ...   \n",
+              "40609                   1405.0                                         18.4   \n",
+              "40612                   2906.0                                         23.7   \n",
+              "40615                   1170.8                                         22.1   \n",
+              "40620                   1021.2                                         24.6   \n",
+              "40621                     54.5                                         14.0   \n",
+              "\n",
+              "       TEMPERATURA DO PONTO DE ORVALHO (C)  \\\n",
+              "1                                     19.6   \n",
+              "2                                     11.4   \n",
+              "3                                      4.6   \n",
+              "5                                     17.1   \n",
+              "6                                     11.2   \n",
+              "...                                    ...   \n",
+              "40609                                 12.8   \n",
+              "40612                                 20.2   \n",
+              "40615                                 16.2   \n",
+              "40620                                 20.6   \n",
+              "40621                                 10.9   \n",
+              "\n",
+              "       TEMPERATURA MAXIMA NA HORA ANT. (AUT) (C)  ...  \\\n",
+              "1                                           22.5  ...   \n",
+              "2                                           29.8  ...   \n",
+              "3                                           28.1  ...   \n",
+              "5                                           24.5  ...   \n",
+              "6                                           22.7  ...   \n",
+              "...                                          ...  ...   \n",
+              "40609                                       18.5  ...   \n",
+              "40612                                       23.8  ...   \n",
+              "40615                                       22.2  ...   \n",
+              "40620                                       27.1  ...   \n",
+              "40621                                       14.9  ...   \n",
+              "\n",
+              "       VENTO. RAJADA MAXIMA (m/s)  VENTO. VELOCIDADE HORARIA (m/s)  REGIAO  \\\n",
+              "1                             3.5                              1.3      SE   \n",
+              "2                             4.3                              2.1      SE   \n",
+              "3                             4.7                              0.9      SE   \n",
+              "5                             4.0                              1.4      SE   \n",
+              "6                             4.9                              2.5      SE   \n",
+              "...                           ...                              ...     ...   \n",
+              "40609                         8.3                              2.8      SE   \n",
+              "40612                         5.0                              2.4      SE   \n",
+              "40615                         0.4                              0.0      SE   \n",
+              "40620                         9.4                              0.0      SE   \n",
+              "40621                         5.6                              2.9      SE   \n",
+              "\n",
+              "       UF                ESTACAO  CODIGO (WMO)   LATITUDE  LONGITUDE  \\\n",
+              "1      MG                UBERABA          A568 -19.710000 -47.961944   \n",
+              "2      MG                 PASSOS          A516 -20.745237 -46.633916   \n",
+              "3      MG                UBERABA          A568 -19.710000 -47.961944   \n",
+              "5      MG         PATOS DE MINAS          A562 -18.520556 -46.440556   \n",
+              "6      MG                 CALDAS          A530 -21.918066 -46.382996   \n",
+              "...    ..                    ...           ...        ...        ...   \n",
+              "40609  MG     RIO PARDO DE MINAS          A551 -15.723139 -42.435756   \n",
+              "40612  MG           JUIZ DE FORA          A518 -21.769965 -43.364329   \n",
+              "40615  MG          MONTES CLAROS          A506 -16.686389 -43.843889   \n",
+              "40620  MG  CONCEICAO DAS ALAGOAS          A520 -19.985860 -48.151574   \n",
+              "40621  MG    IBIRITE (ROLA MOCA)           A55        NaN        NaN   \n",
+              "\n",
+              "       ALTITUDE DATA DE FUNDACAO  \n",
+              "1        778.00         19/05/17  \n",
+              "2        781.70         16/07/06  \n",
+              "3        778.00         19/05/17  \n",
+              "5        950.00         12/05/17  \n",
+              "6       1077.34         28/11/06  \n",
+              "...         ...              ...  \n",
+              "40609    850.06         17/11/07  \n",
+              "40612    936.88         26/05/07  \n",
+              "40615    645.87         19/12/02  \n",
+              "40620    572.54         18/07/06  \n",
+              "40621       NaN              NaN  \n",
+              "\n",
+              "[20540 rows x 27 columns]"
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-1879ac9e-b98c-42b8-9f5f-1ac4580826d7\" class=\"colab-df-container\">\n",
+              "    <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>Data</th>\n",
+              "      <th>Hora UTC</th>\n",
+              "      <th>PRECIPITAO TOTAL. HORARIO (mm)</th>\n",
+              "      <th>PRESSAO ATMOSFERICA AO NIVEL DA ESTACAO. HORARIA (mB)</th>\n",
+              "      <th>PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)</th>\n",
+              "      <th>PRESSAO ATMOSFERICA MIN. NA HORA ANT. (AUT) (mB)</th>\n",
+              "      <th>RADIACAO GLOBAL (Kj/m2)</th>\n",
+              "      <th>TEMPERATURA DO AR - BULBO SECO. HORARIA (C)</th>\n",
+              "      <th>TEMPERATURA DO PONTO DE ORVALHO (C)</th>\n",
+              "      <th>TEMPERATURA MAXIMA NA HORA ANT. (AUT) (C)</th>\n",
+              "      <th>...</th>\n",
+              "      <th>VENTO. RAJADA MAXIMA (m/s)</th>\n",
+              "      <th>VENTO. VELOCIDADE HORARIA (m/s)</th>\n",
+              "      <th>REGIAO</th>\n",
+              "      <th>UF</th>\n",
+              "      <th>ESTACAO</th>\n",
+              "      <th>CODIGO (WMO)</th>\n",
+              "      <th>LATITUDE</th>\n",
+              "      <th>LONGITUDE</th>\n",
+              "      <th>ALTITUDE</th>\n",
+              "      <th>DATA DE FUNDACAO</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>1</th>\n",
+              "      <td>2021/01/26</td>\n",
+              "      <td>1100 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>926.5</td>\n",
+              "      <td>926.5</td>\n",
+              "      <td>926.1</td>\n",
+              "      <td>720.1</td>\n",
+              "      <td>22.5</td>\n",
+              "      <td>19.6</td>\n",
+              "      <td>22.5</td>\n",
+              "      <td>...</td>\n",
+              "      <td>3.5</td>\n",
+              "      <td>1.3</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>UBERABA</td>\n",
+              "      <td>A568</td>\n",
+              "      <td>-19.710000</td>\n",
+              "      <td>-47.961944</td>\n",
+              "      <td>778.00</td>\n",
+              "      <td>19/05/17</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>2</th>\n",
+              "      <td>2021/11/24</td>\n",
+              "      <td>2100 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>924.5</td>\n",
+              "      <td>924.5</td>\n",
+              "      <td>924.4</td>\n",
+              "      <td>368.7</td>\n",
+              "      <td>27.6</td>\n",
+              "      <td>11.4</td>\n",
+              "      <td>29.8</td>\n",
+              "      <td>...</td>\n",
+              "      <td>4.3</td>\n",
+              "      <td>2.1</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>PASSOS</td>\n",
+              "      <td>A516</td>\n",
+              "      <td>-20.745237</td>\n",
+              "      <td>-46.633916</td>\n",
+              "      <td>781.70</td>\n",
+              "      <td>16/07/06</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>3</th>\n",
+              "      <td>2021/07/25</td>\n",
+              "      <td>1800 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>929.2</td>\n",
+              "      <td>930.1</td>\n",
+              "      <td>929.2</td>\n",
+              "      <td>2228.8</td>\n",
+              "      <td>27.8</td>\n",
+              "      <td>4.6</td>\n",
+              "      <td>28.1</td>\n",
+              "      <td>...</td>\n",
+              "      <td>4.7</td>\n",
+              "      <td>0.9</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>UBERABA</td>\n",
+              "      <td>A568</td>\n",
+              "      <td>-19.710000</td>\n",
+              "      <td>-47.961944</td>\n",
+              "      <td>778.00</td>\n",
+              "      <td>19/05/17</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>5</th>\n",
+              "      <td>2022/09/29</td>\n",
+              "      <td>1400 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>910.6</td>\n",
+              "      <td>910.9</td>\n",
+              "      <td>910.6</td>\n",
+              "      <td>1031.6</td>\n",
+              "      <td>24.5</td>\n",
+              "      <td>17.1</td>\n",
+              "      <td>24.5</td>\n",
+              "      <td>...</td>\n",
+              "      <td>4.0</td>\n",
+              "      <td>1.4</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>PATOS DE MINAS</td>\n",
+              "      <td>A562</td>\n",
+              "      <td>-18.520556</td>\n",
+              "      <td>-46.440556</td>\n",
+              "      <td>950.00</td>\n",
+              "      <td>12/05/17</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>6</th>\n",
+              "      <td>2021/04/30</td>\n",
+              "      <td>1900 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>899.0</td>\n",
+              "      <td>899.3</td>\n",
+              "      <td>899.0</td>\n",
+              "      <td>878.1</td>\n",
+              "      <td>21.7</td>\n",
+              "      <td>11.2</td>\n",
+              "      <td>22.7</td>\n",
+              "      <td>...</td>\n",
+              "      <td>4.9</td>\n",
+              "      <td>2.5</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>CALDAS</td>\n",
+              "      <td>A530</td>\n",
+              "      <td>-21.918066</td>\n",
+              "      <td>-46.382996</td>\n",
+              "      <td>1077.34</td>\n",
+              "      <td>28/11/06</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",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>40609</th>\n",
+              "      <td>2020/08/08</td>\n",
+              "      <td>1300 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>929.4</td>\n",
+              "      <td>929.5</td>\n",
+              "      <td>929.3</td>\n",
+              "      <td>1405.0</td>\n",
+              "      <td>18.4</td>\n",
+              "      <td>12.8</td>\n",
+              "      <td>18.5</td>\n",
+              "      <td>...</td>\n",
+              "      <td>8.3</td>\n",
+              "      <td>2.8</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>RIO PARDO DE MINAS</td>\n",
+              "      <td>A551</td>\n",
+              "      <td>-15.723139</td>\n",
+              "      <td>-42.435756</td>\n",
+              "      <td>850.06</td>\n",
+              "      <td>17/11/07</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>40612</th>\n",
+              "      <td>2022/11/28</td>\n",
+              "      <td>1300 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>905.5</td>\n",
+              "      <td>905.9</td>\n",
+              "      <td>905.5</td>\n",
+              "      <td>2906.0</td>\n",
+              "      <td>23.7</td>\n",
+              "      <td>20.2</td>\n",
+              "      <td>23.8</td>\n",
+              "      <td>...</td>\n",
+              "      <td>5.0</td>\n",
+              "      <td>2.4</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>JUIZ DE FORA</td>\n",
+              "      <td>A518</td>\n",
+              "      <td>-21.769965</td>\n",
+              "      <td>-43.364329</td>\n",
+              "      <td>936.88</td>\n",
+              "      <td>26/05/07</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>40615</th>\n",
+              "      <td>2021/03/25</td>\n",
+              "      <td>1100 UTC</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>944.7</td>\n",
+              "      <td>944.7</td>\n",
+              "      <td>943.8</td>\n",
+              "      <td>1170.8</td>\n",
+              "      <td>22.1</td>\n",
+              "      <td>16.2</td>\n",
+              "      <td>22.2</td>\n",
+              "      <td>...</td>\n",
+              "      <td>0.4</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>MONTES CLAROS</td>\n",
+              "      <td>A506</td>\n",
+              "      <td>-16.686389</td>\n",
+              "      <td>-43.843889</td>\n",
+              "      <td>645.87</td>\n",
+              "      <td>19/12/02</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>40620</th>\n",
+              "      <td>2020/02/08</td>\n",
+              "      <td>1900 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>945.3</td>\n",
+              "      <td>946.0</td>\n",
+              "      <td>945.3</td>\n",
+              "      <td>1021.2</td>\n",
+              "      <td>24.6</td>\n",
+              "      <td>20.6</td>\n",
+              "      <td>27.1</td>\n",
+              "      <td>...</td>\n",
+              "      <td>9.4</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>CONCEICAO DAS ALAGOAS</td>\n",
+              "      <td>A520</td>\n",
+              "      <td>-19.985860</td>\n",
+              "      <td>-48.151574</td>\n",
+              "      <td>572.54</td>\n",
+              "      <td>18/07/06</td>\n",
+              "    </tr>\n",
+              "    <tr>\n",
+              "      <th>40621</th>\n",
+              "      <td>2020/06/17</td>\n",
+              "      <td>2100 UTC</td>\n",
+              "      <td>0.0</td>\n",
+              "      <td>889.3</td>\n",
+              "      <td>889.3</td>\n",
+              "      <td>889.2</td>\n",
+              "      <td>54.5</td>\n",
+              "      <td>14.0</td>\n",
+              "      <td>10.9</td>\n",
+              "      <td>14.9</td>\n",
+              "      <td>...</td>\n",
+              "      <td>5.6</td>\n",
+              "      <td>2.9</td>\n",
+              "      <td>SE</td>\n",
+              "      <td>MG</td>\n",
+              "      <td>IBIRITE (ROLA MOCA)</td>\n",
+              "      <td>A55</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>NaN</td>\n",
+              "      <td>NaN</td>\n",
+              "    </tr>\n",
+              "  </tbody>\n",
+              "</table>\n",
+              "<p>20540 rows × 27 columns</p>\n",
+              "</div>\n",
+              "    <div class=\"colab-df-buttons\">\n",
+              "\n",
+              "  <div class=\"colab-df-container\">\n",
+              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-1879ac9e-b98c-42b8-9f5f-1ac4580826d7')\"\n",
+              "            title=\"Convert this dataframe to an interactive table.\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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+              "  </svg>\n",
+              "    </button>\n",
+              "\n",
+              "  <style>\n",
+              "    .colab-df-container {\n",
+              "      display:flex;\n",
+              "      gap: 12px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert {\n",
+              "      background-color: #E8F0FE;\n",
+              "      border: none;\n",
+              "      border-radius: 50%;\n",
+              "      cursor: pointer;\n",
+              "      display: none;\n",
+              "      fill: #1967D2;\n",
+              "      height: 32px;\n",
+              "      padding: 0 0 0 0;\n",
+              "      width: 32px;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-convert:hover {\n",
+              "      background-color: #E2EBFA;\n",
+              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "      fill: #174EA6;\n",
+              "    }\n",
+              "\n",
+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-1879ac9e-b98c-42b8-9f5f-1ac4580826d7 button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-1879ac9e-b98c-42b8-9f5f-1ac4580826d7');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-7177130c-477f-4dfd-a953-bbc75df49954\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-7177130c-477f-4dfd-a953-bbc75df49954')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-7177130c-477f-4dfd-a953-bbc75df49954 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe"
+            }
+          },
+          "metadata": {},
+          "execution_count": 7
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df[['Data','PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)','RADIACAO GLOBAL (Kj/m2)']].sample(3)"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 143
+        },
+        "id": "YahOEn3HclOn",
+        "outputId": "b678abec-22d6-4e88-c26f-41371b9ae9a2"
+      },
+      "execution_count": 12,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "             Data  PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)  \\\n",
+              "37481  2022/04/06                                            959.3   \n",
+              "25651  2020/04/03                                            947.8   \n",
+              "35386  2020/04/20                                            930.3   \n",
+              "\n",
+              "       RADIACAO GLOBAL (Kj/m2)  \n",
+              "37481                   2600.2  \n",
+              "25651                      NaN  \n",
+              "35386                      0.0  "
+            ],
+            "text/html": [
+              "\n",
+              "  <div id=\"df-3eedfbb0-e01a-4323-8382-11af419d5dcf\" class=\"colab-df-container\">\n",
+              "    <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",
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+              "    .dataframe thead th {\n",
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+              "  <thead>\n",
+              "    <tr style=\"text-align: right;\">\n",
+              "      <th></th>\n",
+              "      <th>Data</th>\n",
+              "      <th>PRESSAO ATMOSFERICA MAX.NA HORA ANT. (AUT) (mB)</th>\n",
+              "      <th>RADIACAO GLOBAL (Kj/m2)</th>\n",
+              "    </tr>\n",
+              "  </thead>\n",
+              "  <tbody>\n",
+              "    <tr>\n",
+              "      <th>37481</th>\n",
+              "      <td>2022/04/06</td>\n",
+              "      <td>959.3</td>\n",
+              "      <td>2600.2</td>\n",
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+              "    <tr>\n",
+              "      <th>25651</th>\n",
+              "      <td>2020/04/03</td>\n",
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+              "    .colab-df-buttons div {\n",
+              "      margin-bottom: 4px;\n",
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+              "\n",
+              "    [theme=dark] .colab-df-convert {\n",
+              "      background-color: #3B4455;\n",
+              "      fill: #D2E3FC;\n",
+              "    }\n",
+              "\n",
+              "    [theme=dark] .colab-df-convert:hover {\n",
+              "      background-color: #434B5C;\n",
+              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
+              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
+              "      fill: #FFFFFF;\n",
+              "    }\n",
+              "  </style>\n",
+              "\n",
+              "    <script>\n",
+              "      const buttonEl =\n",
+              "        document.querySelector('#df-3eedfbb0-e01a-4323-8382-11af419d5dcf button.colab-df-convert');\n",
+              "      buttonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "\n",
+              "      async function convertToInteractive(key) {\n",
+              "        const element = document.querySelector('#df-3eedfbb0-e01a-4323-8382-11af419d5dcf');\n",
+              "        const dataTable =\n",
+              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
+              "                                                    [key], {});\n",
+              "        if (!dataTable) return;\n",
+              "\n",
+              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
+              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
+              "          + ' to learn more about interactive tables.';\n",
+              "        element.innerHTML = '';\n",
+              "        dataTable['output_type'] = 'display_data';\n",
+              "        await google.colab.output.renderOutput(dataTable, element);\n",
+              "        const docLink = document.createElement('div');\n",
+              "        docLink.innerHTML = docLinkHtml;\n",
+              "        element.appendChild(docLink);\n",
+              "      }\n",
+              "    </script>\n",
+              "  </div>\n",
+              "\n",
+              "\n",
+              "<div id=\"df-48ec6e22-0ffd-4e6f-9aee-9dc8da7cc721\">\n",
+              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-48ec6e22-0ffd-4e6f-9aee-9dc8da7cc721')\"\n",
+              "            title=\"Suggest charts\"\n",
+              "            style=\"display:none;\">\n",
+              "\n",
+              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
+              "     width=\"24px\">\n",
+              "    <g>\n",
+              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
+              "    </g>\n",
+              "</svg>\n",
+              "  </button>\n",
+              "\n",
+              "<style>\n",
+              "  .colab-df-quickchart {\n",
+              "      --bg-color: #E8F0FE;\n",
+              "      --fill-color: #1967D2;\n",
+              "      --hover-bg-color: #E2EBFA;\n",
+              "      --hover-fill-color: #174EA6;\n",
+              "      --disabled-fill-color: #AAA;\n",
+              "      --disabled-bg-color: #DDD;\n",
+              "  }\n",
+              "\n",
+              "  [theme=dark] .colab-df-quickchart {\n",
+              "      --bg-color: #3B4455;\n",
+              "      --fill-color: #D2E3FC;\n",
+              "      --hover-bg-color: #434B5C;\n",
+              "      --hover-fill-color: #FFFFFF;\n",
+              "      --disabled-bg-color: #3B4455;\n",
+              "      --disabled-fill-color: #666;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart {\n",
+              "    background-color: var(--bg-color);\n",
+              "    border: none;\n",
+              "    border-radius: 50%;\n",
+              "    cursor: pointer;\n",
+              "    display: none;\n",
+              "    fill: var(--fill-color);\n",
+              "    height: 32px;\n",
+              "    padding: 0;\n",
+              "    width: 32px;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart:hover {\n",
+              "    background-color: var(--hover-bg-color);\n",
+              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
+              "    fill: var(--button-hover-fill-color);\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-quickchart-complete:disabled,\n",
+              "  .colab-df-quickchart-complete:disabled:hover {\n",
+              "    background-color: var(--disabled-bg-color);\n",
+              "    fill: var(--disabled-fill-color);\n",
+              "    box-shadow: none;\n",
+              "  }\n",
+              "\n",
+              "  .colab-df-spinner {\n",
+              "    border: 2px solid var(--fill-color);\n",
+              "    border-color: transparent;\n",
+              "    border-bottom-color: var(--fill-color);\n",
+              "    animation:\n",
+              "      spin 1s steps(1) infinite;\n",
+              "  }\n",
+              "\n",
+              "  @keyframes spin {\n",
+              "    0% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "      border-left-color: var(--fill-color);\n",
+              "    }\n",
+              "    20% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    30% {\n",
+              "      border-color: transparent;\n",
+              "      border-left-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    40% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-top-color: var(--fill-color);\n",
+              "    }\n",
+              "    60% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "    }\n",
+              "    80% {\n",
+              "      border-color: transparent;\n",
+              "      border-right-color: var(--fill-color);\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "    90% {\n",
+              "      border-color: transparent;\n",
+              "      border-bottom-color: var(--fill-color);\n",
+              "    }\n",
+              "  }\n",
+              "</style>\n",
+              "\n",
+              "  <script>\n",
+              "    async function quickchart(key) {\n",
+              "      const quickchartButtonEl =\n",
+              "        document.querySelector('#' + key + ' button');\n",
+              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
+              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
+              "      try {\n",
+              "        const charts = await google.colab.kernel.invokeFunction(\n",
+              "            'suggestCharts', [key], {});\n",
+              "      } catch (error) {\n",
+              "        console.error('Error during call to suggestCharts:', error);\n",
+              "      }\n",
+              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
+              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
+              "    }\n",
+              "    (() => {\n",
+              "      let quickchartButtonEl =\n",
+              "        document.querySelector('#df-48ec6e22-0ffd-4e6f-9aee-9dc8da7cc721 button');\n",
+              "      quickchartButtonEl.style.display =\n",
+              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
+              "    })();\n",
+              "  </script>\n",
+              "</div>\n",
+              "    </div>\n",
+              "  </div>\n"
+            ],
+            "application/vnd.google.colaboratory.intrinsic+json": {
+              "type": "dataframe",
+              "repr_error": "0"
+            }
+          },
+          "metadata": {},
+          "execution_count": 12
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [],
+      "metadata": {
+        "id": "4aQhRsQlbPUZ"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ]
+}
\ No newline at end of file
diff --git a/exercicios/para-casa/aula9.ipynb b/exercicios/para-casa/aula9.ipynb
deleted file mode 100644
index 64aae66..0000000
--- a/exercicios/para-casa/aula9.ipynb
+++ /dev/null
@@ -1,41 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": [],
-      "authorship_tag": "ABX9TyPR6m7XDlNzcAUExmJnDpd6",
-      "include_colab_link": true
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "view-in-github",
-        "colab_type": "text"
-      },
-      "source": [
-        "<a href=\"https://colab.research.google.com/github/carlitapereira/on29-python-s09-pandas-numpy-I/blob/main/exercicios/para-casa/aula9.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": 2,
-      "metadata": {
-        "id": "dyNpoWDhNoJP"
-      },
-      "outputs": [],
-      "source": [
-        "import pandas\n"
-      ]
-    }
-  ]
-}
\ No newline at end of file