nodos_ciclo.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "mount_file_id": "1WYQyWpLFq7aSyG3ewZvetSNEhEt7Moq4",
      "authorship_tag": "ABX9TyPyrGxFGBOW7/Kkw7pmUhzH",
      "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/JorgeICS/Primeos_Analisis_Geopandas/blob/main/nodos_ciclo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install geopandas pandas matplotlib"
      ],
      "metadata": {
        "id": "VxPcFGi4cyy5",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "c58bc127-9adf-45bc-a67d-8e7914234713"
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: geopandas in /usr/local/lib/python3.10/dist-packages (0.14.4)\n",
            "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (2.1.4)\n",
            "Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (3.7.1)\n",
            "Requirement already satisfied: fiona>=1.8.21 in /usr/local/lib/python3.10/dist-packages (from geopandas) (1.9.6)\n",
            "Requirement already satisfied: numpy>=1.22 in /usr/local/lib/python3.10/dist-packages (from geopandas) (1.26.4)\n",
            "Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from geopandas) (24.1)\n",
            "Requirement already satisfied: pyproj>=3.3.0 in /usr/local/lib/python3.10/dist-packages (from geopandas) (3.6.1)\n",
            "Requirement already satisfied: shapely>=1.8.0 in /usr/local/lib/python3.10/dist-packages (from geopandas) (2.0.5)\n",
            "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.10/dist-packages (from pandas) (2.8.2)\n",
            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2024.1)\n",
            "Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2024.1)\n",
            "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.2.1)\n",
            "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (0.12.1)\n",
            "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (4.53.1)\n",
            "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.4.5)\n",
            "Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (9.4.0)\n",
            "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (3.1.2)\n",
            "Requirement already satisfied: attrs>=19.2.0 in /usr/local/lib/python3.10/dist-packages (from fiona>=1.8.21->geopandas) (23.2.0)\n",
            "Requirement already satisfied: certifi in /usr/local/lib/python3.10/dist-packages (from fiona>=1.8.21->geopandas) (2024.7.4)\n",
            "Requirement already satisfied: click~=8.0 in /usr/local/lib/python3.10/dist-packages (from fiona>=1.8.21->geopandas) (8.1.7)\n",
            "Requirement already satisfied: click-plugins>=1.0 in /usr/local/lib/python3.10/dist-packages (from fiona>=1.8.21->geopandas) (1.1.1)\n",
            "Requirement already satisfied: cligj>=0.5 in /usr/local/lib/python3.10/dist-packages (from fiona>=1.8.21->geopandas) (0.7.2)\n",
            "Requirement already satisfied: six in /usr/local/lib/python3.10/dist-packages (from fiona>=1.8.21->geopandas) (1.16.0)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import geopandas as gpd\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt"
      ],
      "metadata": {
        "id": "NsxAnpxE-2i4"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "CF_todas_simp = gpd.read_file('/content/drive/MyDrive/Carreteras/filtradas/CF_todas_simp.geojson')"
      ],
      "metadata": {
        "id": "Z6g-fMFonVKL"
      },
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID = CF_todas_simp.loc[(CF_todas_simp['NOMBRE']=='nd')]"
      ],
      "metadata": {
        "id": "nmw6N6fUoFMV"
      },
      "execution_count": 36,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_qFp8mnI0hFM",
        "outputId": "5b54772c-c2bf-4535-d179-4c992ee7c17e"
      },
      "execution_count": 37,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(1000, 23)"
            ]
          },
          "metadata": {},
          "execution_count": 37
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#  QUITAR TODOS LOS DATOS QUE SON =  'nd' de la columna NOMBRE en CF_todas_simp Y poneros en la variable CF_con_ID\n",
        "\n",
        "CF_con_ID = CF_todas_simp.loc[(CF_todas_simp['NOMBRE']!='nd')]\n"
      ],
      "metadata": {
        "id": "b5tWm_3tuN-M"
      },
      "execution_count": 38,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "CF_con_ID.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "UTirF9IJuLgy",
        "outputId": "44a2e742-ac8c-4280-9eec-3536dcc63510"
      },
      "execution_count": 39,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(114586, 23)"
            ]
          },
          "metadata": {},
          "execution_count": 39
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "t6bC9fwZcMcW"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "columnas_originales=CF_todas_simp.columns\n",
        "nuevos_ID= pd.DataFrame(columns=columnas_originales)"
      ],
      "metadata": {
        "id": "faRSN5D0te-n"
      },
      "execution_count": 40,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "columnas_originales"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "NPnapvS_vVNQ",
        "outputId": "d2bdacec-766f-47fe-fb48-908f07cfe067"
      },
      "execution_count": 41,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Index(['ID_RED', 'TIPO_VIAL', 'NOMBRE', 'CODIGO', 'COND_PAV', 'RECUBRI',\n",
              "       'CARRILES', 'ESTATUS', 'CONDICION', 'NIVEL', 'PEAJE', 'ADMINISTRA',\n",
              "       'JURISDI', 'CIRCULA', 'ESCALA_VIS', 'VELOCIDAD', 'UNION_INI',\n",
              "       'UNION_FIN', 'LONGITUD', 'ANCHO', 'FECHA_ACT', 'CALIREPR', 'geometry'],\n",
              "      dtype='object')"
            ]
          },
          "metadata": {},
          "execution_count": 41
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "nuevos_ID.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7ZzsZ5xht-kv",
        "outputId": "f844735e-b9ed-4cbd-c85a-6a0136743cbc"
      },
      "execution_count": 42,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(0, 23)"
            ]
          },
          "metadata": {},
          "execution_count": 42
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "qLAInBb02nYy"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# EL BUENO\n",
        "columna1 = 'UNION_INI'\n",
        "columna2 = 'UNION_FIN'\n",
        "columna3 = 'CODIGO'\n",
        "# Columnas CF_con_ID\n",
        "columna4 = 'NOMBRE'\n",
        "\n",
        "while len(sin_ID)>431:\n",
        "\n",
        "  for idx, row in sin_ID.iterrows():\n",
        "\n",
        "    if (row[columna1] in CF_con_ID[columna2].values) and (row[columna2] in CF_con_ID[columna1].values):\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] in CF_con_ID[columna2].values and (row[columna2] not in CF_con_ID[columna1].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna2] == row[columna1], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] not in CF_con_ID[columna2].values and (row[columna2] in CF_con_ID[columna1].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    else:\n",
        "      sin_ID.at[idx, 'NOMBRE'] = sin_ID.at[idx, 'NOMBRE']\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "5e6eb9b7-379b-4fc4-b613-0ec737c4b263",
        "id": "kVkTYXO42nrE"
      },
      "execution_count": 43,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-43-066eb8447e5b>:33: FutureWarning: The behavior of DataFrame concatenation with empty or all-NA entries is deprecated. In a future version, this will no longer exclude empty or all-NA columns when determining the result dtypes. To retain the old behavior, exclude the relevant entries before the concat operation.\n",
            "  nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "nuevos_ID.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ipcCiJ6Q4wvJ",
        "outputId": "ba6cb186-2252-473c-81e4-181b7bf8463f"
      },
      "execution_count": 44,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(569, 23)"
            ]
          },
          "metadata": {},
          "execution_count": 44
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1IJlx9jK7AhJ",
        "outputId": "9f10d78d-86d3-4ace-be1a-ffb33d7f0b75"
      },
      "execution_count": 45,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(431, 23)"
            ]
          },
          "metadata": {},
          "execution_count": 45
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "zaragoza=CF_todas_simp.loc[CF_todas_simp['NOMBRE']=='zaragoza-la_encantada-la_bolsa']"
      ],
      "metadata": {
        "id": "wa1JnGGJ7dX_"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "zaragoza"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 199
        },
        "id": "Smvyl0-C9EhI",
        "outputId": "1a96fc7d-7774-4625-e415-0e6e2db47c37"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "       ID_RED  TIPO_VIAL                          NOMBRE CODIGO  \\\n",
              "37614  399279  Carretera  zaragoza-la_encantada-la_bolsa    N/D   \n",
              "\n",
              "            COND_PAV  RECUBRI CARRILES     ESTATUS     CONDICION  NIVEL  ...  \\\n",
              "37614  Con pavimento  Asfalto        2  Habilitado  En operación      0  ...   \n",
              "\n",
              "            CIRCULA ESCALA_VIS VELOCIDAD UNION_INI  UNION_FIN    LONGITUD  \\\n",
              "37614  Dos sentidos          3        70   1017822    1018586  3114.78103   \n",
              "\n",
              "       ANCHO           FECHA_ACT  CALIREPR  \\\n",
              "37614    6.0 2023-08-07 22:24:19  Definida   \n",
              "\n",
              "                                                geometry  \n",
              "37614  LINESTRING (-99.98551 23.74283, -99.98565 23.7...  \n",
              "\n",
              "[1 rows x 23 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-76b55dc3-9ade-4d0f-acd7-d3c0ea7747ba\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>CIRCULA</th>\n",
              "      <th>ESCALA_VIS</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>37614</th>\n",
              "      <td>399279</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zaragoza-la_encantada-la_bolsa</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>3</td>\n",
              "      <td>70</td>\n",
              "      <td>1017822</td>\n",
              "      <td>1018586</td>\n",
              "      <td>3114.78103</td>\n",
              "      <td>6.0</td>\n",
              "      <td>2023-08-07 22:24:19</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.98551 23.74283, -99.98565 23.7...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>1 rows × 23 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-76b55dc3-9ade-4d0f-acd7-d3c0ea7747ba')\"\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-76b55dc3-9ade-4d0f-acd7-d3c0ea7747ba 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-76b55dc3-9ade-4d0f-acd7-d3c0ea7747ba');\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=\"id_e7d73f08-d6ac-4648-86d9-7164adf78eb1\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('zaragoza')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_e7d73f08-d6ac-4648-86d9-7164adf78eb1 button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('zaragoza');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "zaragoza"
            }
          },
          "metadata": {},
          "execution_count": 66
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "zigua = CF_con_ID.loc[CF_con_ID['NOMBRE']=='zihuatanejo-la_mira']\n",
        "ziguan = nuevos_ID.loc[nuevos_ID['NOMBRE']=='zihuatanejo-la_mira']\n"
      ],
      "metadata": {
        "id": "iy7Ot_peA2jQ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "axis = ziguan.plot(color='red', figsize=(40,20))\n",
        "zigua.plot(ax=axis, color='yellow',alpha=0.4, figsize=(40,20))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 929
        },
        "id": "qBJ4R5GD9IIo",
        "outputId": "d6b17016-a849-4301-d7c6-037ced4d6756"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<Axes: >"
            ]
          },
          "metadata": {},
          "execution_count": 82
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 4000x2000 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "0v2fP1P3-De7"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "UABqEPbkdwHb"
      },
      "outputs": [],
      "source": [
        "columna_df1 = 'UNION_INI'\n",
        "columna_df2 = 'UNION_FIN'\n",
        "\n",
        "for idx, row in sin_ID.iterrows():\n",
        "    if row[columna_df1] in CF_con_ID[columna_df2].values:\n",
        "        nombre_df2 = CF_con_ID.loc[CF_con_ID[columna_df2] == row[columna_df1], 'NOMBRE'].values[0]\n",
        "        sin_ID.loc[idx, 'conex_ini'] = nombre_df2\n",
        "    else:\n",
        "        sin_ID.loc[idx, 'conex_ini'] = 'nd'\n",
        "\n",
        "for idx, row in sin_ID.iterrows():\n",
        "    if row[columna_df2] in CF_con_ID[columna_df1].values:\n",
        "        nombre_df2 = CF_con_ID.loc[CF_con_ID[columna_df1] == row[columna_df2], 'NOMBRE'].values[0]\n",
        "        sin_ID.loc[idx, 'conex_fin'] = nombre_df2\n",
        "    else:\n",
        "        sin_ID.loc[idx, 'conex_fin'] = 'nd'"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "mQmZF9EVDkW7",
        "outputId": "007d949e-bdc3-47a7-d925-32d5f325b20a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "         ID_RED  TIPO_VIAL NOMBRE CODIGO       COND_PAV  RECUBRI CARRILES  \\\n",
              "455       12925  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "458       12934  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "523       13325  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "536       13387  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "720       14380  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "...         ...        ...    ...    ...            ...      ...      ...   \n",
              "112633  2647944  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "112634  2647945  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "114019  3061140  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "114041  3065070  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "114042  3065123  Carretera     nd    N/D  Con pavimento  Asfalto        2   \n",
              "\n",
              "           ESTATUS     CONDICION  NIVEL  ... VELOCIDAD UNION_INI UNION_FIN  \\\n",
              "455     Habilitado  En operación      0  ...        80   1490838   1490839   \n",
              "458     Habilitado  En operación      0  ...        80    929164      2852   \n",
              "523     Habilitado  En operación      0  ...        80   1490839    929163   \n",
              "536     Habilitado  En operación      0  ...        80      2852      2698   \n",
              "720     Habilitado  En operación      0  ...        80    929605   1491310   \n",
              "...            ...           ...    ...  ...       ...       ...       ...   \n",
              "112633  Habilitado  En operación      0  ...        50    481396    481397   \n",
              "112634  Habilitado  En operación      0  ...        50    481398    481396   \n",
              "114019  Habilitado  En operación      0  ...        40    794399    794400   \n",
              "114041  Habilitado  En operación      0  ...        40    797319    797320   \n",
              "114042  Habilitado  En operación      0  ...        40    797368    797369   \n",
              "\n",
              "           LONGITUD  ANCHO           FECHA_ACT  CALIREPR  \\\n",
              "455      703.185436    6.5 2020-10-12 12:53:13  Definida   \n",
              "458     1018.532121    6.5 2021-04-15 12:29:14  Definida   \n",
              "523      646.472456    6.5 2020-10-12 12:25:30  Definida   \n",
              "536      165.746736    6.5 2021-04-21 13:12:46  Definida   \n",
              "720      578.254864    6.5 2020-10-12 11:10:33  Definida   \n",
              "...             ...    ...                 ...       ...   \n",
              "112633    48.106395    8.0 2022-08-01 19:11:43  Definida   \n",
              "112634    45.828791    8.0 2022-08-01 19:11:53  Definida   \n",
              "114019     5.889365    9.0 2023-05-12 18:33:26  Definida   \n",
              "114041    10.969842    9.0 2023-05-15 16:05:09  Definida   \n",
              "114042    18.712444    9.0 2023-05-15 16:05:37  Definida   \n",
              "\n",
              "                                                 geometry  conex_ini  \\\n",
              "455     LINESTRING (-101.65692 17.75876, -101.65677 17...         nd   \n",
              "458     LINESTRING (-101.64469 17.75337, -101.64459 17...         nd   \n",
              "523     LINESTRING (-101.65131 17.75550, -101.65111 17...         nd   \n",
              "536     LINESTRING (-101.63713 17.74802, -101.63702 17...         nd   \n",
              "720     LINESTRING (-101.87095 17.96040, -101.86916 17...         nd   \n",
              "...                                                   ...        ...   \n",
              "112633  LINESTRING (-98.85756 19.67894, -98.85773 19.6...         nd   \n",
              "112634  LINESTRING (-98.85799 19.67902, -98.85795 19.6...         nd   \n",
              "114019  LINESTRING (-98.71714 20.12692, -98.71717 20.1...         nd   \n",
              "114041  LINESTRING (-98.71354 20.12010, -98.71349 20.1...         nd   \n",
              "114042  LINESTRING (-98.71549 20.12454, -98.71557 20.1...         nd   \n",
              "\n",
              "        conex_fin  \n",
              "455            nd  \n",
              "458            nd  \n",
              "523            nd  \n",
              "536            nd  \n",
              "720            nd  \n",
              "...           ...  \n",
              "112633         nd  \n",
              "112634         nd  \n",
              "114019         nd  \n",
              "114041         nd  \n",
              "114042         nd  \n",
              "\n",
              "[431 rows x 25 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-e8074e15-bea0-4eb1-ab4e-40e87ab99d99\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "      <th>conex_ini</th>\n",
              "      <th>conex_fin</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>455</th>\n",
              "      <td>12925</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>1490838</td>\n",
              "      <td>1490839</td>\n",
              "      <td>703.185436</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2020-10-12 12:53:13</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.65692 17.75876, -101.65677 17...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>458</th>\n",
              "      <td>12934</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>929164</td>\n",
              "      <td>2852</td>\n",
              "      <td>1018.532121</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2021-04-15 12:29:14</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.64469 17.75337, -101.64459 17...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>523</th>\n",
              "      <td>13325</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>1490839</td>\n",
              "      <td>929163</td>\n",
              "      <td>646.472456</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2020-10-12 12:25:30</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.65131 17.75550, -101.65111 17...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>536</th>\n",
              "      <td>13387</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>2852</td>\n",
              "      <td>2698</td>\n",
              "      <td>165.746736</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2021-04-21 13:12:46</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.63713 17.74802, -101.63702 17...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>720</th>\n",
              "      <td>14380</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>929605</td>\n",
              "      <td>1491310</td>\n",
              "      <td>578.254864</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2020-10-12 11:10:33</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.87095 17.96040, -101.86916 17...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</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>112633</th>\n",
              "      <td>2647944</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>50</td>\n",
              "      <td>481396</td>\n",
              "      <td>481397</td>\n",
              "      <td>48.106395</td>\n",
              "      <td>8.0</td>\n",
              "      <td>2022-08-01 19:11:43</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.85756 19.67894, -98.85773 19.6...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>112634</th>\n",
              "      <td>2647945</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>50</td>\n",
              "      <td>481398</td>\n",
              "      <td>481396</td>\n",
              "      <td>45.828791</td>\n",
              "      <td>8.0</td>\n",
              "      <td>2022-08-01 19:11:53</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.85799 19.67902, -98.85795 19.6...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>114019</th>\n",
              "      <td>3061140</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>794399</td>\n",
              "      <td>794400</td>\n",
              "      <td>5.889365</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2023-05-12 18:33:26</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71714 20.12692, -98.71717 20.1...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>114041</th>\n",
              "      <td>3065070</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>797319</td>\n",
              "      <td>797320</td>\n",
              "      <td>10.969842</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2023-05-15 16:05:09</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71354 20.12010, -98.71349 20.1...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>114042</th>\n",
              "      <td>3065123</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>797368</td>\n",
              "      <td>797369</td>\n",
              "      <td>18.712444</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2023-05-15 16:05:37</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71549 20.12454, -98.71557 20.1...</td>\n",
              "      <td>nd</td>\n",
              "      <td>nd</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>431 rows × 25 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-e8074e15-bea0-4eb1-ab4e-40e87ab99d99')\"\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-e8074e15-bea0-4eb1-ab4e-40e87ab99d99 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-e8074e15-bea0-4eb1-ab4e-40e87ab99d99');\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-a0436b60-beb6-42d1-bde2-20e6393fa7eb\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-a0436b60-beb6-42d1-bde2-20e6393fa7eb')\"\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-a0436b60-beb6-42d1-bde2-20e6393fa7eb button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_ea66e673-4daa-4aa6-bb57-6e5e81078f2a\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('sin_ID')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_ea66e673-4daa-4aa6-bb57-6e5e81078f2a button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('sin_ID');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "sin_ID"
            }
          },
          "metadata": {},
          "execution_count": 84
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID.loc[(sin_ID['conex_ini'] !='nd') | (sin_ID['conex_fin'] !='nd')]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 79
        },
        "id": "Fxpc5P1NDmWZ",
        "outputId": "62e80993-a5cb-4b5d-e04c-cc5b213e8411"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Empty GeoDataFrame\n",
              "Columns: [ID_RED, TIPO_VIAL, NOMBRE, CODIGO, COND_PAV, RECUBRI, CARRILES, ESTATUS, CONDICION, NIVEL, PEAJE, ADMINISTRA, JURISDI, CIRCULA, ESCALA_VIS, VELOCIDAD, UNION_INI, UNION_FIN, LONGITUD, ANCHO, FECHA_ACT, CALIREPR, geometry, conex_ini, conex_fin]\n",
              "Index: []\n",
              "\n",
              "[0 rows x 25 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-aa214942-2c62-4da6-9569-ab5f77199749\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "      <th>conex_ini</th>\n",
              "      <th>conex_fin</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>0 rows × 25 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-aa214942-2c62-4da6-9569-ab5f77199749')\"\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-aa214942-2c62-4da6-9569-ab5f77199749 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-aa214942-2c62-4da6-9569-ab5f77199749');\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>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe"
            }
          },
          "metadata": {},
          "execution_count": 85
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "CF_agrupadas = CF_con_ID.groupby('NOMBRE').agg({\n",
        "    'UNION_INI': ['max', 'min'],\n",
        "    'UNION_FIN': ['max', 'min']\n",
        "})\n",
        "CF_agrupadas"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 486
        },
        "id": "-VWZc6_iFEIS",
        "outputId": "0d9fde58-f982-4e20-f24e-13fe9e7eb9f5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                  UNION_INI          UNION_FIN         \n",
              "                                        max      min       max      min\n",
              "NOMBRE                                                                 \n",
              "4_caminos-cercalisa                 1848756   334956   1848756   334956\n",
              "a_aguascalientes                    1622846   502178   1622846   502464\n",
              "a_cerro_gordo                       1734409   255333   1734409   255333\n",
              "a_ent_maxipista_guadalajara-tepic   1634164  1602121   1634164  1602121\n",
              "a_guadalajara                       1653287   395149   1653287   395136\n",
              "...                                     ...      ...       ...      ...\n",
              "zapotlanejo-lagos_de_moreno         1855225   127694   1855225   127694\n",
              "zaragoza-la_encantada-la_bolsa      1017822  1017822   1018586  1018586\n",
              "zihuatanejo-la_mira                 1842104     2678   1842104     2811\n",
              "zihuatanejo-playa_azul              1818733   208625   1818733   208625\n",
              "zitacuaro-ciudad_altamirano         1910458      588   1910458      788\n",
              "\n",
              "[990 rows x 4 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-ee14fd5b-a40e-46b5-845d-274751db31b1\" 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 tr th {\n",
              "        text-align: left;\n",
              "    }\n",
              "\n",
              "    .dataframe thead tr:last-of-type th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th></th>\n",
              "      <th colspan=\"2\" halign=\"left\">UNION_INI</th>\n",
              "      <th colspan=\"2\" halign=\"left\">UNION_FIN</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th></th>\n",
              "      <th>max</th>\n",
              "      <th>min</th>\n",
              "      <th>max</th>\n",
              "      <th>min</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>NOMBRE</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>4_caminos-cercalisa</th>\n",
              "      <td>1848756</td>\n",
              "      <td>334956</td>\n",
              "      <td>1848756</td>\n",
              "      <td>334956</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_aguascalientes</th>\n",
              "      <td>1622846</td>\n",
              "      <td>502178</td>\n",
              "      <td>1622846</td>\n",
              "      <td>502464</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_cerro_gordo</th>\n",
              "      <td>1734409</td>\n",
              "      <td>255333</td>\n",
              "      <td>1734409</td>\n",
              "      <td>255333</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_ent_maxipista_guadalajara-tepic</th>\n",
              "      <td>1634164</td>\n",
              "      <td>1602121</td>\n",
              "      <td>1634164</td>\n",
              "      <td>1602121</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_guadalajara</th>\n",
              "      <td>1653287</td>\n",
              "      <td>395149</td>\n",
              "      <td>1653287</td>\n",
              "      <td>395136</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zapotlanejo-lagos_de_moreno</th>\n",
              "      <td>1855225</td>\n",
              "      <td>127694</td>\n",
              "      <td>1855225</td>\n",
              "      <td>127694</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zaragoza-la_encantada-la_bolsa</th>\n",
              "      <td>1017822</td>\n",
              "      <td>1017822</td>\n",
              "      <td>1018586</td>\n",
              "      <td>1018586</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zihuatanejo-la_mira</th>\n",
              "      <td>1842104</td>\n",
              "      <td>2678</td>\n",
              "      <td>1842104</td>\n",
              "      <td>2811</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zihuatanejo-playa_azul</th>\n",
              "      <td>1818733</td>\n",
              "      <td>208625</td>\n",
              "      <td>1818733</td>\n",
              "      <td>208625</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zitacuaro-ciudad_altamirano</th>\n",
              "      <td>1910458</td>\n",
              "      <td>588</td>\n",
              "      <td>1910458</td>\n",
              "      <td>788</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>990 rows × 4 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-ee14fd5b-a40e-46b5-845d-274751db31b1')\"\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-ee14fd5b-a40e-46b5-845d-274751db31b1 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-ee14fd5b-a40e-46b5-845d-274751db31b1');\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-037107c4-458d-4a63-8040-9ffc6419894f\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-037107c4-458d-4a63-8040-9ffc6419894f')\"\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-037107c4-458d-4a63-8040-9ffc6419894f button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_8cc267dc-61f2-4a3b-b376-fd0aa7d66965\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('CF_agrupadas')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_8cc267dc-61f2-4a3b-b376-fd0aa7d66965 button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('CF_agrupadas');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "CF_agrupadas",
              "summary": "{\n  \"name\": \"CF_agrupadas\",\n  \"rows\": 990,\n  \"fields\": [\n    {\n      \"column\": [\n        \"NOMBRE\",\n        \"\"\n      ],\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 990,\n        \"samples\": [\n          \"el_monumento-tingambato\",\n          \"janos-agua_prieta\",\n          \"maravatio-acambaro\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": [\n        \"UNION_INI\",\n        \"max\"\n      ],\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 459591,\n        \"min\": 3114,\n        \"max\": 1937097,\n        \"num_unique_values\": 990,\n        \"samples\": [\n          1873971,\n          1892668,\n          1665811\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": [\n        \"UNION_INI\",\n        \"min\"\n      ],\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 450878,\n        \"min\": 61,\n        \"max\": 1881230,\n        \"num_unique_values\": 989,\n        \"samples\": [\n          7194,\n          213458,\n          153947\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": [\n        \"UNION_FIN\",\n        \"max\"\n      ],\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 451472,\n        \"min\": 16161,\n        \"max\": 1937097,\n        \"num_unique_values\": 989,\n        \"samples\": [\n          1873971,\n          1892668,\n          1665811\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": [\n        \"UNION_FIN\",\n        \"min\"\n      ],\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 453771,\n        \"min\": 61,\n        \"max\": 1895840,\n        \"num_unique_values\": 990,\n        \"samples\": [\n          7194,\n          213458,\n          153947\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 100
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "CF_agrupadas.columns = ['UNION_INI_max', 'UNION_INI_min', 'UNION_FIN_max', 'UNION_FIN_min']\n"
      ],
      "metadata": {
        "id": "mQJkiB40GRqU"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "CF_agrupadas['UNION_MAX'] = CF_agrupadas[['UNION_INI_max', 'UNION_FIN_max']].max(axis=1)\n",
        "CF_agrupadas['UNION_MIN'] = CF_agrupadas[['UNION_INI_min', 'UNION_FIN_min']].min(axis=1)"
      ],
      "metadata": {
        "id": "pNUyliriHskA"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "CF_INI_FIN = CF_agrupadas[['UNION_MAX', 'UNION_MIN']]\n"
      ],
      "metadata": {
        "id": "H_1r4rmaHxac"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "CF_INI_FIN"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 455
        },
        "id": "NQO_vknjHyak",
        "outputId": "6f1308fe-dcc7-4992-d64b-903225f41968"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                   UNION_MAX  UNION_MIN\n",
              "NOMBRE                                                 \n",
              "4_caminos-cercalisa                  1848756     334956\n",
              "a_aguascalientes                     1622846     502178\n",
              "a_cerro_gordo                        1734409     255333\n",
              "a_ent_maxipista_guadalajara-tepic    1634164    1602121\n",
              "a_guadalajara                        1653287     395136\n",
              "...                                      ...        ...\n",
              "zapotlanejo-lagos_de_moreno          1855225     127694\n",
              "zaragoza-la_encantada-la_bolsa       1018586    1017822\n",
              "zihuatanejo-la_mira                  1842104       2678\n",
              "zihuatanejo-playa_azul               1818733     208625\n",
              "zitacuaro-ciudad_altamirano          1910458        588\n",
              "\n",
              "[990 rows x 2 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-fa3a48ef-7361-4267-b2e6-c04f0df0388c\" 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>UNION_MAX</th>\n",
              "      <th>UNION_MIN</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>NOMBRE</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>4_caminos-cercalisa</th>\n",
              "      <td>1848756</td>\n",
              "      <td>334956</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_aguascalientes</th>\n",
              "      <td>1622846</td>\n",
              "      <td>502178</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_cerro_gordo</th>\n",
              "      <td>1734409</td>\n",
              "      <td>255333</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_ent_maxipista_guadalajara-tepic</th>\n",
              "      <td>1634164</td>\n",
              "      <td>1602121</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_guadalajara</th>\n",
              "      <td>1653287</td>\n",
              "      <td>395136</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zapotlanejo-lagos_de_moreno</th>\n",
              "      <td>1855225</td>\n",
              "      <td>127694</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zaragoza-la_encantada-la_bolsa</th>\n",
              "      <td>1018586</td>\n",
              "      <td>1017822</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zihuatanejo-la_mira</th>\n",
              "      <td>1842104</td>\n",
              "      <td>2678</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zihuatanejo-playa_azul</th>\n",
              "      <td>1818733</td>\n",
              "      <td>208625</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zitacuaro-ciudad_altamirano</th>\n",
              "      <td>1910458</td>\n",
              "      <td>588</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>990 rows × 2 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-fa3a48ef-7361-4267-b2e6-c04f0df0388c')\"\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-fa3a48ef-7361-4267-b2e6-c04f0df0388c 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-fa3a48ef-7361-4267-b2e6-c04f0df0388c');\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-97bc1385-4b6d-493f-9046-4fac200f9145\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-97bc1385-4b6d-493f-9046-4fac200f9145')\"\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-97bc1385-4b6d-493f-9046-4fac200f9145 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_431b7540-1c57-4457-8b2b-2a8e7b316718\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('CF_INI_FIN')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_431b7540-1c57-4457-8b2b-2a8e7b316718 button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('CF_INI_FIN');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "CF_INI_FIN",
              "summary": "{\n  \"name\": \"CF_INI_FIN\",\n  \"rows\": 990,\n  \"fields\": [\n    {\n      \"column\": \"NOMBRE\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 990,\n        \"samples\": [\n          \"el_monumento-tingambato\",\n          \"janos-agua_prieta\",\n          \"maravatio-acambaro\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"UNION_MAX\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 433459,\n        \"min\": 16161,\n        \"max\": 1937097,\n        \"num_unique_values\": 989,\n        \"samples\": [\n          1873971,\n          1892668,\n          1665811\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"UNION_MIN\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 424813,\n        \"min\": 61,\n        \"max\": 1881230,\n        \"num_unique_values\": 986,\n        \"samples\": [\n          3790,\n          199288,\n          202857\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 108
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# prompt: AÑADIR EL INDEX CF_INI_FIN EN OTRA COLUMNA LLAMADA 'NOMBRE'\n",
        "\n",
        "CF_INI_FIN['NOMBRE'] = CF_INI_FIN.index\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "d2Y3v90YIR2x",
        "outputId": "4ffb2134-b7a4-4378-9ed0-53db5028f31b"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-109-1a1f98fbd051>:3: SettingWithCopyWarning: \n",
            "A value is trying to be set on a copy of a slice from a DataFrame.\n",
            "Try using .loc[row_indexer,col_indexer] = value instead\n",
            "\n",
            "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
            "  CF_INI_FIN['NOMBRE'] = CF_INI_FIN.index\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "CF_INI_FIN"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 455
        },
        "id": "i5aHZ6UaIjlX",
        "outputId": "cc2e6458-65f5-488e-82e8-4044e88d708c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                   UNION_MAX  UNION_MIN  \\\n",
              "NOMBRE                                                    \n",
              "4_caminos-cercalisa                  1848756     334956   \n",
              "a_aguascalientes                     1622846     502178   \n",
              "a_cerro_gordo                        1734409     255333   \n",
              "a_ent_maxipista_guadalajara-tepic    1634164    1602121   \n",
              "a_guadalajara                        1653287     395136   \n",
              "...                                      ...        ...   \n",
              "zapotlanejo-lagos_de_moreno          1855225     127694   \n",
              "zaragoza-la_encantada-la_bolsa       1018586    1017822   \n",
              "zihuatanejo-la_mira                  1842104       2678   \n",
              "zihuatanejo-playa_azul               1818733     208625   \n",
              "zitacuaro-ciudad_altamirano          1910458        588   \n",
              "\n",
              "                                                              NOMBRE  \n",
              "NOMBRE                                                                \n",
              "4_caminos-cercalisa                              4_caminos-cercalisa  \n",
              "a_aguascalientes                                    a_aguascalientes  \n",
              "a_cerro_gordo                                          a_cerro_gordo  \n",
              "a_ent_maxipista_guadalajara-tepic  a_ent_maxipista_guadalajara-tepic  \n",
              "a_guadalajara                                          a_guadalajara  \n",
              "...                                                              ...  \n",
              "zapotlanejo-lagos_de_moreno              zapotlanejo-lagos_de_moreno  \n",
              "zaragoza-la_encantada-la_bolsa        zaragoza-la_encantada-la_bolsa  \n",
              "zihuatanejo-la_mira                              zihuatanejo-la_mira  \n",
              "zihuatanejo-playa_azul                        zihuatanejo-playa_azul  \n",
              "zitacuaro-ciudad_altamirano              zitacuaro-ciudad_altamirano  \n",
              "\n",
              "[990 rows x 3 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-e7970d2a-fce0-43fc-a7b9-ac4a244c1b30\" 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>UNION_MAX</th>\n",
              "      <th>UNION_MIN</th>\n",
              "      <th>NOMBRE</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>NOMBRE</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>4_caminos-cercalisa</th>\n",
              "      <td>1848756</td>\n",
              "      <td>334956</td>\n",
              "      <td>4_caminos-cercalisa</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_aguascalientes</th>\n",
              "      <td>1622846</td>\n",
              "      <td>502178</td>\n",
              "      <td>a_aguascalientes</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_cerro_gordo</th>\n",
              "      <td>1734409</td>\n",
              "      <td>255333</td>\n",
              "      <td>a_cerro_gordo</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_ent_maxipista_guadalajara-tepic</th>\n",
              "      <td>1634164</td>\n",
              "      <td>1602121</td>\n",
              "      <td>a_ent_maxipista_guadalajara-tepic</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>a_guadalajara</th>\n",
              "      <td>1653287</td>\n",
              "      <td>395136</td>\n",
              "      <td>a_guadalajara</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zapotlanejo-lagos_de_moreno</th>\n",
              "      <td>1855225</td>\n",
              "      <td>127694</td>\n",
              "      <td>zapotlanejo-lagos_de_moreno</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zaragoza-la_encantada-la_bolsa</th>\n",
              "      <td>1018586</td>\n",
              "      <td>1017822</td>\n",
              "      <td>zaragoza-la_encantada-la_bolsa</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zihuatanejo-la_mira</th>\n",
              "      <td>1842104</td>\n",
              "      <td>2678</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zihuatanejo-playa_azul</th>\n",
              "      <td>1818733</td>\n",
              "      <td>208625</td>\n",
              "      <td>zihuatanejo-playa_azul</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>zitacuaro-ciudad_altamirano</th>\n",
              "      <td>1910458</td>\n",
              "      <td>588</td>\n",
              "      <td>zitacuaro-ciudad_altamirano</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>990 rows × 3 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-e7970d2a-fce0-43fc-a7b9-ac4a244c1b30')\"\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-e7970d2a-fce0-43fc-a7b9-ac4a244c1b30 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-e7970d2a-fce0-43fc-a7b9-ac4a244c1b30');\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-8db5d8b7-fd0a-4371-bf7a-05173ec2b844\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-8db5d8b7-fd0a-4371-bf7a-05173ec2b844')\"\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-8db5d8b7-fd0a-4371-bf7a-05173ec2b844 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_1cbc0dc9-dbc0-4416-a605-9f21ddf5994d\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('CF_INI_FIN')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_1cbc0dc9-dbc0-4416-a605-9f21ddf5994d button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('CF_INI_FIN');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "CF_INI_FIN",
              "repr_error": "cannot insert NOMBRE, already exists"
            }
          },
          "metadata": {},
          "execution_count": 110
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID_sorted = sin_ID.sort_values(by='UNION_INI')"
      ],
      "metadata": {
        "id": "6dwxRqWBIlU3"
      },
      "execution_count": 59,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID_sorted"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "YzbkRNRtk3s_",
        "outputId": "f592240e-e9fd-4dea-8fdc-29a768f7a0c8"
      },
      "execution_count": 60,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "        ID_RED  TIPO_VIAL NOMBRE CODIGO       COND_PAV   RECUBRI CARRILES  \\\n",
              "536      13387  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "75347   951201  Carretera     nd    N/D  Con pavimento  Concreto        1   \n",
              "12214   176171  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "7548    124412  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "11824   172949  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "...        ...        ...    ...    ...            ...       ...      ...   \n",
              "86239  1217817  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "86228  1217616  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "86236  1217775  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "86230  1217629  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "86234  1217765  Carretera     nd    N/D  Con pavimento   Asfalto        2   \n",
              "\n",
              "          ESTATUS     CONDICION  NIVEL  ... VELOCIDAD UNION_INI UNION_FIN  \\\n",
              "536    Habilitado  En operación      0  ...        80      2852      2698   \n",
              "75347  Habilitado  En operación      0  ...        40     10423   1774708   \n",
              "12214  Habilitado  En operación      0  ...        60     11500    100450   \n",
              "7548   Habilitado  En operación      0  ...        40     17585     17586   \n",
              "11824  Habilitado  En operación      0  ...        40     97644     97653   \n",
              "...           ...           ...    ...  ...       ...       ...       ...   \n",
              "86239  Habilitado  En operación      1  ...        40   1910629   1910630   \n",
              "86228  Habilitado  En operación      1  ...        40   1910630   1910631   \n",
              "86236  Habilitado  En operación      1  ...        40   1910631   1675059   \n",
              "86230  Habilitado  En operación      1  ...        40   1910637   1851315   \n",
              "86234  Habilitado  En operación      1  ...        40   1910638   1910637   \n",
              "\n",
              "         LONGITUD  ANCHO           FECHA_ACT  CALIREPR  \\\n",
              "536    165.746736    6.5 2021-04-21 13:12:46  Definida   \n",
              "75347  250.360004    6.0 2021-05-26 11:18:28  Definida   \n",
              "12214   34.813618    7.0 2022-05-31 17:14:55  Definida   \n",
              "7548   471.302048    9.0 2022-02-15 16:38:21  Definida   \n",
              "11824   42.423239    7.0 2017-02-13 09:26:17  Definida   \n",
              "...           ...    ...                 ...       ...   \n",
              "86239   21.006440    7.0 2018-01-30 12:36:48  Definida   \n",
              "86228   56.592947    7.0 2018-01-30 11:09:42  Definida   \n",
              "86236   20.330937    7.0 2018-01-30 14:50:19  Definida   \n",
              "86230   90.352178    7.0 2019-08-08 11:06:47  Definida   \n",
              "86234   53.738104    7.0 2018-01-30 15:38:07  Definida   \n",
              "\n",
              "                                                geometry  conex_ini  conex_fin  \n",
              "536    LINESTRING (-101.63713 17.74802, -101.63702 17...         na        nan  \n",
              "75347  LINESTRING (-96.90369 19.52539, -96.90364 19.5...         na        nan  \n",
              "12214  LINESTRING (-96.42090 19.72088, -96.42074 19.7...         na        nan  \n",
              "7548   LINESTRING (-98.67556 20.29314, -98.67685 20.2...         na        nan  \n",
              "11824  LINESTRING (-98.46373 19.51069, -98.46364 19.5...         na        nan  \n",
              "...                                                  ...        ...        ...  \n",
              "86239  LINESTRING (-105.07117 21.56690, -105.07103 21...         na        nan  \n",
              "86228  LINESTRING (-105.07103 21.56676, -105.07093 21...         na        nan  \n",
              "86236  LINESTRING (-105.07068 21.56637, -105.07056 21...         na        nan  \n",
              "86230  LINESTRING (-105.07296 21.56827, -105.07279 21...         na        nan  \n",
              "86234  LINESTRING (-105.07339 21.56855, -105.07306 21...         na        nan  \n",
              "\n",
              "[308 rows x 25 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-f25eb8de-08c8-4037-9fe5-386402fff505\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "      <th>conex_ini</th>\n",
              "      <th>conex_fin</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>536</th>\n",
              "      <td>13387</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>2852</td>\n",
              "      <td>2698</td>\n",
              "      <td>165.746736</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2021-04-21 13:12:46</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.63713 17.74802, -101.63702 17...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75347</th>\n",
              "      <td>951201</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>1</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>10423</td>\n",
              "      <td>1774708</td>\n",
              "      <td>250.360004</td>\n",
              "      <td>6.0</td>\n",
              "      <td>2021-05-26 11:18:28</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-96.90369 19.52539, -96.90364 19.5...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12214</th>\n",
              "      <td>176171</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>60</td>\n",
              "      <td>11500</td>\n",
              "      <td>100450</td>\n",
              "      <td>34.813618</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-05-31 17:14:55</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-96.42090 19.72088, -96.42074 19.7...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7548</th>\n",
              "      <td>124412</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>17585</td>\n",
              "      <td>17586</td>\n",
              "      <td>471.302048</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2022-02-15 16:38:21</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.67556 20.29314, -98.67685 20.2...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11824</th>\n",
              "      <td>172949</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>97644</td>\n",
              "      <td>97653</td>\n",
              "      <td>42.423239</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2017-02-13 09:26:17</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.46373 19.51069, -98.46364 19.5...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</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>86239</th>\n",
              "      <td>1217817</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>1</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>1910629</td>\n",
              "      <td>1910630</td>\n",
              "      <td>21.006440</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2018-01-30 12:36:48</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-105.07117 21.56690, -105.07103 21...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>86228</th>\n",
              "      <td>1217616</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>1</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>1910630</td>\n",
              "      <td>1910631</td>\n",
              "      <td>56.592947</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2018-01-30 11:09:42</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-105.07103 21.56676, -105.07093 21...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>86236</th>\n",
              "      <td>1217775</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>1</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>1910631</td>\n",
              "      <td>1675059</td>\n",
              "      <td>20.330937</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2018-01-30 14:50:19</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-105.07068 21.56637, -105.07056 21...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>86230</th>\n",
              "      <td>1217629</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>1</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>1910637</td>\n",
              "      <td>1851315</td>\n",
              "      <td>90.352178</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2019-08-08 11:06:47</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-105.07296 21.56827, -105.07279 21...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>86234</th>\n",
              "      <td>1217765</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nd</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>1</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>1910638</td>\n",
              "      <td>1910637</td>\n",
              "      <td>53.738104</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2018-01-30 15:38:07</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-105.07339 21.56855, -105.07306 21...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>308 rows × 25 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-f25eb8de-08c8-4037-9fe5-386402fff505')\"\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-f25eb8de-08c8-4037-9fe5-386402fff505 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-f25eb8de-08c8-4037-9fe5-386402fff505');\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-9ee06838-a41d-4fc8-8f80-31f25fb02517\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-9ee06838-a41d-4fc8-8f80-31f25fb02517')\"\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-9ee06838-a41d-4fc8-8f80-31f25fb02517 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_e5c6c32e-6928-4b1a-9ecb-bb9e766267d2\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('sin_ID_sorted')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_e5c6c32e-6928-4b1a-9ecb-bb9e766267d2 button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('sin_ID_sorted');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "sin_ID_sorted"
            }
          },
          "metadata": {},
          "execution_count": 60
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# prompt: MAXIMO Y MINIMO VALOR DE UNION_INI Y UNION_FIN\n",
        "\n",
        "# Encuentra el valor máximo y mínimo de 'UNION_INI'\n",
        "max_union_ini = sin_ID_sorted['UNION_INI'].max()\n",
        "min_union_ini = sin_ID_sorted['UNION_INI'].min()\n",
        "\n",
        "# Encuentra el valor máximo y mínimo de 'UNION_FIN'\n",
        "max_union_fin = sin_ID_sorted['UNION_FIN'].max()\n",
        "min_union_fin = sin_ID_sorted['UNION_FIN'].min()\n",
        "\n",
        "print(\"Valor máximo de UNION_INI:\", max_union_ini)\n",
        "print(\"Valor mínimo de UNION_INI:\", min_union_ini)\n",
        "print(\"Valor máximo de UNION_FIN:\", max_union_fin)\n",
        "print(\"Valor mínimo de UNION_FIN:\", min_union_fin)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "49aAxCk-lp1H",
        "outputId": "c1a2f616-a929-4df2-b090-b5742e22fc57"
      },
      "execution_count": 61,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Valor máximo de UNION_INI: 1910638\n",
            "Valor mínimo de UNION_INI: 2852\n",
            "Valor máximo de UNION_FIN: 1910638\n",
            "Valor mínimo de UNION_FIN: 2698\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "CF_con_ID_sorted = CF_con_ID.sort_values(by='UNION_INI')"
      ],
      "metadata": {
        "id": "APmvImwllMkS"
      },
      "execution_count": 14,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "CF_con_ID_sorted"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "XYz85wYclVnH",
        "outputId": "31c4281a-4d2b-4da9-9647-6bd7fa2c95a1"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "         ID_RED  TIPO_VIAL                        NOMBRE CODIGO  \\\n",
              "730       14434  Carretera  las_cruces-pinotepa_nacional    200   \n",
              "1141      19025  Carretera        chilpancingo-jilotepec     93   \n",
              "345       12262  Carretera        chilpancingo-jilotepec     93   \n",
              "1143      19146  Carretera        chilpancingo-jilotepec     93   \n",
              "109230  2530003  Carretera        chilpancingo-jilotepec     93   \n",
              "...         ...        ...                           ...    ...   \n",
              "44305    447585  Carretera           durango-villa_union     40   \n",
              "44490    448748  Carretera           durango-villa_union     40   \n",
              "45184    455253  Carretera          hermosillo-chihuahua     16   \n",
              "45132    454541  Carretera          hermosillo-moctezuma     14   \n",
              "45648    463012  Carretera              sonoita-mexicali      2   \n",
              "\n",
              "             COND_PAV   RECUBRI CARRILES     ESTATUS     CONDICION  NIVEL  \\\n",
              "730     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "1141    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "345     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "1143    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "109230  Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "...               ...       ...      ...         ...           ...    ...   \n",
              "44305   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "44490   Con pavimento   Asfalto        2  Habilitado  En operación     -1   \n",
              "45184   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "45132   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "45648   Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "\n",
              "        ...       CIRCULA ESCALA_VIS VELOCIDAD UNION_INI  UNION_FIN  \\\n",
              "730     ...  Dos sentidos          1        80        61    1491477   \n",
              "1141    ...  Dos sentidos          2        60       215        216   \n",
              "345     ...  Dos sentidos          2        60       216    1490439   \n",
              "1143    ...  Dos sentidos          2        60       258        259   \n",
              "109230  ...  Dos sentidos          2        60       259     380635   \n",
              "...     ...           ...        ...       ...       ...        ...   \n",
              "44305   ...    Un sentido          1        90   1937019    1412472   \n",
              "44490   ...  Dos sentidos          1        90   1937020    1413195   \n",
              "45184   ...  Dos sentidos          1        80   1937034    1109898   \n",
              "45132   ...  Dos sentidos          1        40   1937047    1416304   \n",
              "45648   ...    Un sentido          1        60   1937097    1414049   \n",
              "\n",
              "           LONGITUD  ANCHO           FECHA_ACT    CALIREPR  \\\n",
              "730      853.750473    6.0 2019-12-10 08:43:18    Definida   \n",
              "1141      70.285586    7.0 2021-04-30 12:26:55    Definida   \n",
              "345       97.455840    7.0 2021-04-30 12:26:03    Definida   \n",
              "1143    1826.234097    7.0 2021-04-15 11:17:18    Definida   \n",
              "109230   401.261938    7.0 2021-04-16 12:41:10    Definida   \n",
              "...             ...    ...                 ...         ...   \n",
              "44305    116.646765    7.5 2023-03-08 16:53:46    Definida   \n",
              "44490    134.340332   12.0 2021-09-13 12:59:40  Aproximada   \n",
              "45184     24.761896    7.0 2014-04-01 13:43:26    Definida   \n",
              "45132    117.798943    7.0 2014-03-31 10:32:39    Definida   \n",
              "45648    324.130085    7.0 2020-02-18 12:20:33    Definida   \n",
              "\n",
              "                                                 geometry  \n",
              "730     LINESTRING (-98.46383 16.56763, -98.46300 16.5...  \n",
              "1141    LINESTRING (-98.59652 17.53965, -98.59671 17.5...  \n",
              "345     LINESTRING (-98.59718 17.53964, -98.59732 17.5...  \n",
              "1143    LINESTRING (-98.52564 17.69839, -98.52551 17.6...  \n",
              "109230  LINESTRING (-98.51772 17.68435, -98.51756 17.6...  \n",
              "...                                                   ...  \n",
              "44305   LINESTRING (-106.06555 23.28570, -106.06545 23...  \n",
              "44490   LINESTRING (-105.85887 23.43685, -105.85807 23...  \n",
              "45184   LINESTRING (-108.92076 28.36741, -108.92052 28...  \n",
              "45132   LINESTRING (-110.36389 29.43075, -110.36270 29...  \n",
              "45648   LINESTRING (-114.83596 32.49980, -114.83542 32...  \n",
              "\n",
              "[115155 rows x 23 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-f301a4eb-b228-4269-8a35-ea15240fa2cb\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>CIRCULA</th>\n",
              "      <th>ESCALA_VIS</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>730</th>\n",
              "      <td>14434</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>61</td>\n",
              "      <td>1491477</td>\n",
              "      <td>853.750473</td>\n",
              "      <td>6.0</td>\n",
              "      <td>2019-12-10 08:43:18</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.46383 16.56763, -98.46300 16.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1141</th>\n",
              "      <td>19025</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>215</td>\n",
              "      <td>216</td>\n",
              "      <td>70.285586</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-30 12:26:55</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.59652 17.53965, -98.59671 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>345</th>\n",
              "      <td>12262</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>216</td>\n",
              "      <td>1490439</td>\n",
              "      <td>97.455840</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-30 12:26:03</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.59718 17.53964, -98.59732 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1143</th>\n",
              "      <td>19146</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>258</td>\n",
              "      <td>259</td>\n",
              "      <td>1826.234097</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-15 11:17:18</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.52564 17.69839, -98.52551 17.6...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>109230</th>\n",
              "      <td>2530003</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>259</td>\n",
              "      <td>380635</td>\n",
              "      <td>401.261938</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-16 12:41:10</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.51772 17.68435, -98.51756 17.6...</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>44305</th>\n",
              "      <td>447585</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>durango-villa_union</td>\n",
              "      <td>40</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>90</td>\n",
              "      <td>1937019</td>\n",
              "      <td>1412472</td>\n",
              "      <td>116.646765</td>\n",
              "      <td>7.5</td>\n",
              "      <td>2023-03-08 16:53:46</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-106.06555 23.28570, -106.06545 23...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44490</th>\n",
              "      <td>448748</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>durango-villa_union</td>\n",
              "      <td>40</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>-1</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>90</td>\n",
              "      <td>1937020</td>\n",
              "      <td>1413195</td>\n",
              "      <td>134.340332</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2021-09-13 12:59:40</td>\n",
              "      <td>Aproximada</td>\n",
              "      <td>LINESTRING (-105.85887 23.43685, -105.85807 23...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45184</th>\n",
              "      <td>455253</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>hermosillo-chihuahua</td>\n",
              "      <td>16</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>1937034</td>\n",
              "      <td>1109898</td>\n",
              "      <td>24.761896</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2014-04-01 13:43:26</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-108.92076 28.36741, -108.92052 28...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45132</th>\n",
              "      <td>454541</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>hermosillo-moctezuma</td>\n",
              "      <td>14</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>40</td>\n",
              "      <td>1937047</td>\n",
              "      <td>1416304</td>\n",
              "      <td>117.798943</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2014-03-31 10:32:39</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-110.36389 29.43075, -110.36270 29...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45648</th>\n",
              "      <td>463012</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>sonoita-mexicali</td>\n",
              "      <td>2</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>1937097</td>\n",
              "      <td>1414049</td>\n",
              "      <td>324.130085</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2020-02-18 12:20:33</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-114.83596 32.49980, -114.83542 32...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>115155 rows × 23 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-f301a4eb-b228-4269-8a35-ea15240fa2cb')\"\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-f301a4eb-b228-4269-8a35-ea15240fa2cb 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-f301a4eb-b228-4269-8a35-ea15240fa2cb');\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-3eb30376-9188-4b06-9be0-48e40d5ed30d\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-3eb30376-9188-4b06-9be0-48e40d5ed30d')\"\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-3eb30376-9188-4b06-9be0-48e40d5ed30d button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_1e62f22d-926e-4c6a-be2a-2b3bbcd48b42\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('CF_con_ID_sorted')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_1e62f22d-926e-4c6a-be2a-2b3bbcd48b42 button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('CF_con_ID_sorted');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "CF_con_ID_sorted"
            }
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "CF_con_ID_sorted.loc[(CF_con_ID_sorted['UNION_FIN']>=2698)&(CF_con_ID_sorted['UNION_FIN']<=2856)]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "Fvt__JtLlXcX",
        "outputId": "31f470a8-355c-49eb-94b5-8a536420e1ef"
      },
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "        ID_RED  TIPO_VIAL                        NOMBRE CODIGO       COND_PAV  \\\n",
              "493      13160  Carretera           zihuatanejo-la_mira    200  Con pavimento   \n",
              "307      12067  Carretera          acapulco-zihuatanejo    200  Con pavimento   \n",
              "311      12085  Carretera         chilpancingo-acapulco     95  Con pavimento   \n",
              "314      12092  Carretera  las_cruces-pinotepa_nacional    200  Con pavimento   \n",
              "357      12324  Carretera         chilpancingo-acapulco     95  Con pavimento   \n",
              "...        ...        ...                           ...    ...            ...   \n",
              "939      15563  Carretera  las_cruces-pinotepa_nacional    200  Con pavimento   \n",
              "85011  1173192  Carretera         chilpancingo-acapulco     95  Con pavimento   \n",
              "81998  1112448  Carretera         chilpancingo-acapulco     95  Con pavimento   \n",
              "84827  1168914  Carretera          acapulco-zihuatanejo    200  Con pavimento   \n",
              "85385  1184032  Carretera        chilpancingo-jilotepec     93  Con pavimento   \n",
              "\n",
              "       RECUBRI CARRILES     ESTATUS     CONDICION  NIVEL  ...       CIRCULA  \\\n",
              "493    Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "307    Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "311    Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "314    Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "357    Asfalto        2  Habilitado  En operación      0  ...    Un sentido   \n",
              "...        ...      ...         ...           ...    ...  ...           ...   \n",
              "939    Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "85011  Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "81998  Asfalto        3  Habilitado  En operación      0  ...    Un sentido   \n",
              "84827  Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "85385  Asfalto        2  Habilitado  En operación      0  ...  Dos sentidos   \n",
              "\n",
              "      ESCALA_VIS VELOCIDAD UNION_INI  UNION_FIN     LONGITUD  ANCHO  \\\n",
              "493            1        80      2678       2821    46.176987    6.5   \n",
              "307            1        80      2704       2705   716.684452    7.0   \n",
              "311            1        80      2708       2709  1158.441137    7.0   \n",
              "314            1        80      2712       2713   147.294735    7.0   \n",
              "357            1        60      2720       2721   636.267989   12.0   \n",
              "...          ...       ...       ...        ...          ...    ...   \n",
              "939            1        80   1491724       2712   800.660900    7.0   \n",
              "85011          1        60   1492593       2769   418.279828    7.0   \n",
              "81998          1        80   1857976       2743   279.919294   10.5   \n",
              "84827          1        80   1867483       2704   445.756783    7.0   \n",
              "85385          2        60   1882245       2822   627.031738    7.0   \n",
              "\n",
              "                FECHA_ACT  CALIREPR  \\\n",
              "493   2014-03-27 09:34:40  Definida   \n",
              "307   2021-06-22 14:15:38  Definida   \n",
              "311   2021-06-23 08:58:25  Definida   \n",
              "314   2021-06-30 12:56:00  Definida   \n",
              "357   2022-04-25 20:43:01  Definida   \n",
              "...                   ...       ...   \n",
              "939   2021-06-30 14:38:43  Definida   \n",
              "85011 2021-07-01 11:40:40  Definida   \n",
              "81998 2022-04-18 17:12:41  Definida   \n",
              "84827 2021-06-21 14:51:39  Definida   \n",
              "85385 2021-04-08 10:42:09  Definida   \n",
              "\n",
              "                                                geometry  \n",
              "493    LINESTRING (-101.96427 18.00343, -101.96418 18...  \n",
              "307    LINESTRING (-99.98365 16.96092, -99.98344 16.9...  \n",
              "311    LINESTRING (-99.78771 16.98746, -99.78742 16.9...  \n",
              "314    LINESTRING (-98.80499 16.58185, -98.80538 16.5...  \n",
              "357    LINESTRING (-99.85066 16.88067, -99.85091 16.8...  \n",
              "...                                                  ...  \n",
              "939    LINESTRING (-98.79750 16.58182, -98.79758 16.5...  \n",
              "85011  LINESTRING (-99.50499 17.25481, -99.50683 17.2...  \n",
              "81998  LINESTRING (-99.82289 16.91062, -99.82258 16.9...  \n",
              "84827  LINESTRING (-99.98691 16.96321, -99.98682 16.9...  \n",
              "85385  LINESTRING (-98.93118 17.55301, -98.93130 17.5...  \n",
              "\n",
              "[63 rows x 23 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-f11836da-19cc-4797-ad04-a99ff4a881d4\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>CIRCULA</th>\n",
              "      <th>ESCALA_VIS</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>493</th>\n",
              "      <td>13160</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2678</td>\n",
              "      <td>2821</td>\n",
              "      <td>46.176987</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2014-03-27 09:34:40</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.96427 18.00343, -101.96418 18...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>307</th>\n",
              "      <td>12067</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2704</td>\n",
              "      <td>2705</td>\n",
              "      <td>716.684452</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-22 14:15:38</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.98365 16.96092, -99.98344 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>311</th>\n",
              "      <td>12085</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2708</td>\n",
              "      <td>2709</td>\n",
              "      <td>1158.441137</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-23 08:58:25</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.78771 16.98746, -99.78742 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>314</th>\n",
              "      <td>12092</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2712</td>\n",
              "      <td>2713</td>\n",
              "      <td>147.294735</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-30 12:56:00</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.80499 16.58185, -98.80538 16.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>357</th>\n",
              "      <td>12324</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2720</td>\n",
              "      <td>2721</td>\n",
              "      <td>636.267989</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2022-04-25 20:43:01</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.85066 16.88067, -99.85091 16.8...</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>939</th>\n",
              "      <td>15563</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>1491724</td>\n",
              "      <td>2712</td>\n",
              "      <td>800.660900</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-30 14:38:43</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.79750 16.58182, -98.79758 16.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>85011</th>\n",
              "      <td>1173192</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>1492593</td>\n",
              "      <td>2769</td>\n",
              "      <td>418.279828</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-07-01 11:40:40</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.50499 17.25481, -99.50683 17.2...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>81998</th>\n",
              "      <td>1112448</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>3</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>1857976</td>\n",
              "      <td>2743</td>\n",
              "      <td>279.919294</td>\n",
              "      <td>10.5</td>\n",
              "      <td>2022-04-18 17:12:41</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.82289 16.91062, -99.82258 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>84827</th>\n",
              "      <td>1168914</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>1867483</td>\n",
              "      <td>2704</td>\n",
              "      <td>445.756783</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-21 14:51:39</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.98691 16.96321, -99.98682 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>85385</th>\n",
              "      <td>1184032</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>1882245</td>\n",
              "      <td>2822</td>\n",
              "      <td>627.031738</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-08 10:42:09</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.93118 17.55301, -98.93130 17.5...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>63 rows × 23 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-f11836da-19cc-4797-ad04-a99ff4a881d4')\"\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-f11836da-19cc-4797-ad04-a99ff4a881d4 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-f11836da-19cc-4797-ad04-a99ff4a881d4');\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-57e6f54e-eecf-401f-a3b6-5b8d9313a9c5\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-57e6f54e-eecf-401f-a3b6-5b8d9313a9c5')\"\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-57e6f54e-eecf-401f-a3b6-5b8d9313a9c5 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe"
            }
          },
          "metadata": {},
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "CF_con_ID_sorted"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "iQKZTryk18b5",
        "outputId": "b877190b-1de8-4f2b-e1df-2b8bd7bf1fb8"
      },
      "execution_count": 30,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "         ID_RED  TIPO_VIAL                        NOMBRE CODIGO  \\\n",
              "730       14434  Carretera  las_cruces-pinotepa_nacional    200   \n",
              "1141      19025  Carretera        chilpancingo-jilotepec     93   \n",
              "345       12262  Carretera        chilpancingo-jilotepec     93   \n",
              "1143      19146  Carretera        chilpancingo-jilotepec     93   \n",
              "109230  2530003  Carretera        chilpancingo-jilotepec     93   \n",
              "...         ...        ...                           ...    ...   \n",
              "44305    447585  Carretera           durango-villa_union     40   \n",
              "44490    448748  Carretera           durango-villa_union     40   \n",
              "45184    455253  Carretera          hermosillo-chihuahua     16   \n",
              "45132    454541  Carretera          hermosillo-moctezuma     14   \n",
              "45648    463012  Carretera              sonoita-mexicali      2   \n",
              "\n",
              "             COND_PAV   RECUBRI CARRILES     ESTATUS     CONDICION  NIVEL  \\\n",
              "730     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "1141    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "345     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "1143    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "109230  Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "...               ...       ...      ...         ...           ...    ...   \n",
              "44305   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "44490   Con pavimento   Asfalto        2  Habilitado  En operación     -1   \n",
              "45184   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "45132   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "45648   Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "\n",
              "        ...       CIRCULA ESCALA_VIS VELOCIDAD UNION_INI  UNION_FIN  \\\n",
              "730     ...  Dos sentidos          1        80        61    1491477   \n",
              "1141    ...  Dos sentidos          2        60       215        216   \n",
              "345     ...  Dos sentidos          2        60       216    1490439   \n",
              "1143    ...  Dos sentidos          2        60       258        259   \n",
              "109230  ...  Dos sentidos          2        60       259     380635   \n",
              "...     ...           ...        ...       ...       ...        ...   \n",
              "44305   ...    Un sentido          1        90   1937019    1412472   \n",
              "44490   ...  Dos sentidos          1        90   1937020    1413195   \n",
              "45184   ...  Dos sentidos          1        80   1937034    1109898   \n",
              "45132   ...  Dos sentidos          1        40   1937047    1416304   \n",
              "45648   ...    Un sentido          1        60   1937097    1414049   \n",
              "\n",
              "           LONGITUD  ANCHO           FECHA_ACT    CALIREPR  \\\n",
              "730      853.750473    6.0 2019-12-10 08:43:18    Definida   \n",
              "1141      70.285586    7.0 2021-04-30 12:26:55    Definida   \n",
              "345       97.455840    7.0 2021-04-30 12:26:03    Definida   \n",
              "1143    1826.234097    7.0 2021-04-15 11:17:18    Definida   \n",
              "109230   401.261938    7.0 2021-04-16 12:41:10    Definida   \n",
              "...             ...    ...                 ...         ...   \n",
              "44305    116.646765    7.5 2023-03-08 16:53:46    Definida   \n",
              "44490    134.340332   12.0 2021-09-13 12:59:40  Aproximada   \n",
              "45184     24.761896    7.0 2014-04-01 13:43:26    Definida   \n",
              "45132    117.798943    7.0 2014-03-31 10:32:39    Definida   \n",
              "45648    324.130085    7.0 2020-02-18 12:20:33    Definida   \n",
              "\n",
              "                                                 geometry  \n",
              "730     LINESTRING (-98.46383 16.56763, -98.46300 16.5...  \n",
              "1141    LINESTRING (-98.59652 17.53965, -98.59671 17.5...  \n",
              "345     LINESTRING (-98.59718 17.53964, -98.59732 17.5...  \n",
              "1143    LINESTRING (-98.52564 17.69839, -98.52551 17.6...  \n",
              "109230  LINESTRING (-98.51772 17.68435, -98.51756 17.6...  \n",
              "...                                                   ...  \n",
              "44305   LINESTRING (-106.06555 23.28570, -106.06545 23...  \n",
              "44490   LINESTRING (-105.85887 23.43685, -105.85807 23...  \n",
              "45184   LINESTRING (-108.92076 28.36741, -108.92052 28...  \n",
              "45132   LINESTRING (-110.36389 29.43075, -110.36270 29...  \n",
              "45648   LINESTRING (-114.83596 32.49980, -114.83542 32...  \n",
              "\n",
              "[115155 rows x 23 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-55bc5d1c-be4b-4590-b231-d2f87fc907d4\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>CIRCULA</th>\n",
              "      <th>ESCALA_VIS</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>730</th>\n",
              "      <td>14434</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>61</td>\n",
              "      <td>1491477</td>\n",
              "      <td>853.750473</td>\n",
              "      <td>6.0</td>\n",
              "      <td>2019-12-10 08:43:18</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.46383 16.56763, -98.46300 16.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1141</th>\n",
              "      <td>19025</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>215</td>\n",
              "      <td>216</td>\n",
              "      <td>70.285586</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-30 12:26:55</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.59652 17.53965, -98.59671 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>345</th>\n",
              "      <td>12262</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>216</td>\n",
              "      <td>1490439</td>\n",
              "      <td>97.455840</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-30 12:26:03</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.59718 17.53964, -98.59732 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1143</th>\n",
              "      <td>19146</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>258</td>\n",
              "      <td>259</td>\n",
              "      <td>1826.234097</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-15 11:17:18</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.52564 17.69839, -98.52551 17.6...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>109230</th>\n",
              "      <td>2530003</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>259</td>\n",
              "      <td>380635</td>\n",
              "      <td>401.261938</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-16 12:41:10</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.51772 17.68435, -98.51756 17.6...</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>44305</th>\n",
              "      <td>447585</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>durango-villa_union</td>\n",
              "      <td>40</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>90</td>\n",
              "      <td>1937019</td>\n",
              "      <td>1412472</td>\n",
              "      <td>116.646765</td>\n",
              "      <td>7.5</td>\n",
              "      <td>2023-03-08 16:53:46</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-106.06555 23.28570, -106.06545 23...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44490</th>\n",
              "      <td>448748</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>durango-villa_union</td>\n",
              "      <td>40</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>-1</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>90</td>\n",
              "      <td>1937020</td>\n",
              "      <td>1413195</td>\n",
              "      <td>134.340332</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2021-09-13 12:59:40</td>\n",
              "      <td>Aproximada</td>\n",
              "      <td>LINESTRING (-105.85887 23.43685, -105.85807 23...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45184</th>\n",
              "      <td>455253</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>hermosillo-chihuahua</td>\n",
              "      <td>16</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>1937034</td>\n",
              "      <td>1109898</td>\n",
              "      <td>24.761896</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2014-04-01 13:43:26</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-108.92076 28.36741, -108.92052 28...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45132</th>\n",
              "      <td>454541</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>hermosillo-moctezuma</td>\n",
              "      <td>14</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>40</td>\n",
              "      <td>1937047</td>\n",
              "      <td>1416304</td>\n",
              "      <td>117.798943</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2014-03-31 10:32:39</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-110.36389 29.43075, -110.36270 29...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45648</th>\n",
              "      <td>463012</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>sonoita-mexicali</td>\n",
              "      <td>2</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>1937097</td>\n",
              "      <td>1414049</td>\n",
              "      <td>324.130085</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2020-02-18 12:20:33</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-114.83596 32.49980, -114.83542 32...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>115155 rows × 23 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-55bc5d1c-be4b-4590-b231-d2f87fc907d4')\"\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-55bc5d1c-be4b-4590-b231-d2f87fc907d4 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-55bc5d1c-be4b-4590-b231-d2f87fc907d4');\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-73c7be19-826d-401b-a370-de02071205ad\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-73c7be19-826d-401b-a370-de02071205ad')\"\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-73c7be19-826d-401b-a370-de02071205ad button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_06346a69-4ee9-4a82-848c-66ee573228ac\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('CF_con_ID_sorted')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_06346a69-4ee9-4a82-848c-66ee573228ac button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('CF_con_ID_sorted');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "CF_con_ID_sorted"
            }
          },
          "metadata": {},
          "execution_count": 30
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# prompt: MOSTRAR LOS DATOS DE UNION _INI QUE SE ENCUENTREN ENTRE 2856- 2698\n",
        "\n",
        "CF_con_ID_sorted.loc[(CF_con_ID_sorted['UNION_INI']>=2698)&(CF_con_ID_sorted['UNION_INI']<=2856)]\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "9hDe0bQBy7M5",
        "outputId": "d7e65a65-128b-42d9-a797-408031ead0ec"
      },
      "execution_count": 27,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "         ID_RED  TIPO_VIAL                             NOMBRE CODIGO  \\\n",
              "307       12067  Carretera               acapulco-zihuatanejo    200   \n",
              "970       15734  Carretera      libramiento_norte_de_acapulco     95   \n",
              "1030      16411  Carretera               acapulco-zihuatanejo    200   \n",
              "630       13851  Carretera           la_sabana-puerto_marques    200   \n",
              "311       12085  Carretera              chilpancingo-acapulco     95   \n",
              "1068      16836  Carretera              chilpancingo-acapulco     95   \n",
              "314       12092  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "387       12534  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "357       12324  Carretera              chilpancingo-acapulco     95   \n",
              "849       14987  Carretera              chilpancingo-acapulco     95   \n",
              "358       12325  Carretera       nueva_italia-lazaro_cardenas     37   \n",
              "288       11951  Carretera       nueva_italia-lazaro_cardenas     37   \n",
              "532       13364  Carretera               acapulco-zihuatanejo    200   \n",
              "495       13176  Carretera                cuernavaca-acapulco     95   \n",
              "366       12382  Carretera               acapulco-zihuatanejo    200   \n",
              "367       12384  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "1034      16745  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "368       12386  Carretera               acapulco-zihuatanejo    200   \n",
              "993       16058  Carretera               acapulco-zihuatanejo    200   \n",
              "370       12401  Carretera              chilpancingo-acapulco     95   \n",
              "762       14570  Carretera              chilpancingo-acapulco     95   \n",
              "371       12418  Carretera              chilpancingo-acapulco     95   \n",
              "744       14490  Carretera              chilpancingo-acapulco     95   \n",
              "309       12081  Carretera              chilpancingo-acapulco     95   \n",
              "837       14929  Carretera              chilpancingo-acapulco     95   \n",
              "377       12472  Carretera                cuernavaca-acapulco     95   \n",
              "794       14709  Carretera                cuernavaca-acapulco     95   \n",
              "789       14697  Carretera             chilpancingo-jilotepec     93   \n",
              "559       13513  Carretera              chilpancingo-acapulco     95   \n",
              "399       12640  Carretera              chilpancingo-acapulco     95   \n",
              "1097      17267  Carretera              chilpancingo-acapulco     95   \n",
              "427       12773  Carretera             chilpancingo-jilotepec     93   \n",
              "919       15423  Carretera             chilpancingo-jilotepec     93   \n",
              "432       12803  Carretera        tierra_colorada-cruz_grande    198   \n",
              "743       14485  Carretera        tierra_colorada-cruz_grande    198   \n",
              "435       12823  Carretera              chilpancingo-acapulco     95   \n",
              "932       15496  Carretera              chilpancingo-acapulco     95   \n",
              "406       12700  Carretera              chilpancingo-acapulco    195   \n",
              "441       12850  Carretera               acapulco-zihuatanejo    200   \n",
              "66259    737798  Carretera               acapulco-zihuatanejo    200   \n",
              "111199  2601259  Carretera               acapulco-zihuatanejo    200   \n",
              "444       12879  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "831       14903  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "464       12996  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "624       13819  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "62539    646999  Carretera                zihuatanejo-la_mira    200   \n",
              "583       13619  Carretera                zihuatanejo-la_mira    200   \n",
              "478       13095  Carretera             chilpancingo-jilotepec     93   \n",
              "690       14170  Carretera             chilpancingo-jilotepec     93   \n",
              "480       13099  Carretera                cuernavaca-acapulco     95   \n",
              "391       12594  Carretera                cuernavaca-acapulco     95   \n",
              "496       13181  Carretera             chilpancingo-jilotepec     93   \n",
              "544       13408  Carretera             chilpancingo-jilotepec     93   \n",
              "525       13332  Carretera  milpillas-tc_acapulco-zihuatanejo    196   \n",
              "967       15717  Carretera               acapulco-zihuatanejo    200   \n",
              "526       13333  Carretera             chilpancingo-jilotepec     93   \n",
              "560       13514  Carretera             chilpancingo-jilotepec     93   \n",
              "751       14528  Carretera       las_cruces-pinotepa_nacional    200   \n",
              "553       13474  Carretera                cuernavaca-acapulco     95   \n",
              "96352   1728563  Carretera                cuernavaca-acapulco     95   \n",
              "\n",
              "             COND_PAV   RECUBRI CARRILES     ESTATUS     CONDICION  NIVEL  \\\n",
              "307     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "970     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "1030    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "630     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "311     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "1068    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "314     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "387     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "357     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "849     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "358     Con pavimento   Asfalto        4  Habilitado  En operación      0   \n",
              "288     Con pavimento   Asfalto        4  Habilitado  En operación      0   \n",
              "532     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "495     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "366     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "367     Con pavimento   Asfalto        2  Habilitado  En operación      1   \n",
              "1034    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "368     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "993     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "370     Con pavimento   Asfalto        3  Habilitado  En operación      0   \n",
              "762     Con pavimento   Asfalto        3  Habilitado  En operación      0   \n",
              "371     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "744     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "309     Con pavimento   Asfalto        3  Habilitado  En operación      0   \n",
              "837     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "377     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "794     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "789     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "559     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "399     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "1097    Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "427     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "919     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "432     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "743     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "435     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "932     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "406     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "441     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "66259   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "111199  Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "444     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "831     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "464     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "624     Con pavimento  Concreto        2  Habilitado  En operación      0   \n",
              "62539   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "583     Con pavimento   Asfalto        1  Habilitado  En operación      0   \n",
              "478     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "690     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "480     Con pavimento   Asfalto        3  Habilitado  En operación      0   \n",
              "391     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "496     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "544     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "525     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "967     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "526     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "560     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "751     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "553     Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "96352   Con pavimento   Asfalto        2  Habilitado  En operación      0   \n",
              "\n",
              "        ...       CIRCULA ESCALA_VIS VELOCIDAD UNION_INI  UNION_FIN  \\\n",
              "307     ...  Dos sentidos          1        80      2704       2705   \n",
              "970     ...  Dos sentidos          1        60      2705       3153   \n",
              "1030    ...  Dos sentidos          1        80      2705     349133   \n",
              "630     ...    Un sentido          1        50      2706     460223   \n",
              "311     ...  Dos sentidos          1        80      2708       2709   \n",
              "1068    ...  Dos sentidos          1        80      2709    1492352   \n",
              "314     ...  Dos sentidos          1        80      2712       2713   \n",
              "387     ...  Dos sentidos          1        80      2713    1490596   \n",
              "357     ...    Un sentido          1        60      2720       2721   \n",
              "849     ...    Un sentido          1        60      2721       2781   \n",
              "358     ...  Dos sentidos          1       110      2722       2723   \n",
              "288     ...  Dos sentidos          1       110      2723       2687   \n",
              "532     ...  Dos sentidos          1        80      2727    1490305   \n",
              "495     ...    Un sentido          1       110      2729    1490979   \n",
              "366     ...    Un sentido          1        80      2731       2732   \n",
              "367     ...    Un sentido          1        80      2735       2736   \n",
              "1034    ...    Un sentido          1        80      2736    1492021   \n",
              "368     ...  Dos sentidos          1        80      2737       2738   \n",
              "993     ...  Dos sentidos          1        80      2738       3169   \n",
              "370     ...    Un sentido          1        80      2743       2744   \n",
              "762     ...    Un sentido          1        80      2744    1491100   \n",
              "371     ...  Dos sentidos          1        80      2747       2748   \n",
              "744     ...  Dos sentidos          1        80      2747       2954   \n",
              "309     ...    Un sentido          1        80      2748    1490317   \n",
              "837     ...  Dos sentidos          1        80      2757    1491166   \n",
              "377     ...    Un sentido          1       110      2760       2761   \n",
              "794     ...    Un sentido          1       110      2761    1490944   \n",
              "789     ...  Dos sentidos          2        60      2763    1490700   \n",
              "559     ...    Un sentido          1        60      2766    1491093   \n",
              "399     ...  Dos sentidos          1        60      2769       2770   \n",
              "1097    ...  Dos sentidos          1        60      2770    1491007   \n",
              "427     ...  Dos sentidos          2        60      2773       2774   \n",
              "919     ...  Dos sentidos          2        60      2774     380774   \n",
              "432     ...  Dos sentidos          2        60      2779       2780   \n",
              "743     ...  Dos sentidos          2        60      2780    1490864   \n",
              "435     ...    Un sentido          1        60      2781       2782   \n",
              "932     ...    Un sentido          1        60      2782       3121   \n",
              "406     ...    Un sentido          1        60      2782    1490693   \n",
              "441     ...    Un sentido          1        60      2787       2788   \n",
              "66259   ...  Dos sentidos          1        80      2787     810555   \n",
              "111199  ...    Un sentido          1        60      2788     394307   \n",
              "444     ...    Un sentido          1        40      2793       2794   \n",
              "831     ...    Un sentido          1        40      2794    1130812   \n",
              "464     ...    Un sentido          1        40      2805       2806   \n",
              "624     ...    Un sentido          1        40      2806    1490618   \n",
              "62539   ...  Dos sentidos          1        80      2811     929880   \n",
              "583     ...    Un sentido          2        60      2813    1490751   \n",
              "478     ...  Dos sentidos          2        60      2815       2816   \n",
              "690     ...  Dos sentidos          2        60      2816       2932   \n",
              "480     ...    Un sentido          1       110      2817       2818   \n",
              "391     ...    Un sentido          1       110      2818    1490634   \n",
              "496     ...  Dos sentidos          2        60      2822       2823   \n",
              "544     ...  Dos sentidos          2        60      2823    1491102   \n",
              "525     ...    Un sentido          2        60      2838       2839   \n",
              "967     ...  Dos sentidos          1        80      2839       3152   \n",
              "526     ...  Dos sentidos          2        60      2840       2841   \n",
              "560     ...  Dos sentidos          2        60      2841    1491138   \n",
              "751     ...  Dos sentidos          1        80      2845     268240   \n",
              "553     ...    Un sentido          1       110      2853       2854   \n",
              "96352   ...    Un sentido          1       110      2854    1131635   \n",
              "\n",
              "           LONGITUD  ANCHO           FECHA_ACT  CALIREPR  \\\n",
              "307      716.684452    7.0 2021-06-22 14:15:38  Definida   \n",
              "970      321.104755    7.0 2021-06-22 14:25:43  Definida   \n",
              "1030     540.827497    7.0 2021-06-22 15:58:49  Definida   \n",
              "630       29.315741    7.0 2022-05-09 19:57:32  Definida   \n",
              "311     1158.441137    7.0 2021-06-23 08:58:25  Definida   \n",
              "1068     104.032853    7.0 2021-06-23 11:53:35  Definida   \n",
              "314      147.294735    7.0 2021-06-30 12:56:00  Definida   \n",
              "387      637.676741    7.0 2021-06-30 11:55:55  Definida   \n",
              "357      636.267989   12.0 2022-04-25 20:43:01  Definida   \n",
              "849       37.171427   12.0 2022-04-25 19:52:42  Definida   \n",
              "358       77.346178   12.0 2016-07-01 13:06:20  Definida   \n",
              "288       72.176042   12.0 2016-07-01 13:06:21  Definida   \n",
              "532      122.496935    6.5 2023-07-05 13:18:24  Definida   \n",
              "495      218.993768    7.0 2016-07-01 16:11:13  Definida   \n",
              "366      152.253534    8.0 2021-06-01 11:04:16  Definida   \n",
              "367      404.915641    7.0 2023-03-21 22:32:37  Definida   \n",
              "1034      37.209023    7.0 2023-03-21 22:32:37  Definida   \n",
              "368      486.263286    6.5 2018-06-15 11:30:22  Definida   \n",
              "993      445.929515    6.5 2020-04-29 16:18:47  Definida   \n",
              "370      483.119828   10.5 2022-04-18 19:19:04  Definida   \n",
              "762      668.193639   10.5 2022-04-18 19:19:31  Definida   \n",
              "371      286.905017    7.0 2022-04-18 16:38:57  Definida   \n",
              "744      649.312879    7.0 2021-06-23 16:23:12  Definida   \n",
              "309      706.953560   10.5 2022-04-18 17:13:59  Definida   \n",
              "837      109.001052    7.0 2017-05-26 12:31:06  Definida   \n",
              "377      362.296163    7.0 2016-07-01 16:11:06  Definida   \n",
              "794     3629.893360    7.0 2016-07-01 16:11:09  Definida   \n",
              "789       40.184986    7.0 2021-05-04 14:31:24  Definida   \n",
              "559     1903.415767    9.0 2022-07-22 18:52:03  Definida   \n",
              "399      844.161981    7.0 2021-07-01 11:53:38  Definida   \n",
              "1097     174.945928    7.0 2021-07-01 12:11:42  Definida   \n",
              "427      103.233076    7.0 2021-04-16 12:51:10  Definida   \n",
              "919      223.963683    7.0 2021-04-16 14:18:47  Definida   \n",
              "432       80.608251    6.0 2020-06-04 14:38:03  Definida   \n",
              "743       58.683179    6.0 2020-06-04 16:07:15  Definida   \n",
              "435      906.435586   12.0 2022-04-25 19:35:54  Definida   \n",
              "932      105.333917   12.0 2022-04-25 21:39:40  Definida   \n",
              "406      116.713009   12.0 2022-03-25 22:32:43  Definida   \n",
              "441      211.461973    7.0 2022-03-16 22:12:17  Definida   \n",
              "66259    400.971986    7.0 2022-03-16 22:08:13  Definida   \n",
              "111199   279.272973    7.0 2022-03-16 22:13:01  Definida   \n",
              "444      115.718346    7.0 2023-06-08 17:55:05  Definida   \n",
              "831       83.898774    7.0 2023-06-08 17:55:05  Definida   \n",
              "464      191.867480    7.0 2023-06-08 17:55:47  Definida   \n",
              "624      148.760765    7.0 2023-06-08 17:55:47  Definida   \n",
              "62539    483.569356   12.0 2018-06-08 15:22:35  Definida   \n",
              "583       27.633073    4.5 2021-06-01 10:39:57  Definida   \n",
              "478      202.755475    7.0 2021-04-09 12:08:20  Definida   \n",
              "690      394.311826    7.0 2021-04-09 15:02:11  Definida   \n",
              "480      303.594470    9.0 2016-07-01 16:11:23  Definida   \n",
              "391     9408.430804    7.0 2021-01-07 16:07:16  Definida   \n",
              "496       44.385552    7.0 2021-04-09 08:45:46  Definida   \n",
              "544       39.963842    7.0 2021-04-09 10:38:32  Definida   \n",
              "525       44.915435    6.0 2014-03-27 12:34:52  Definida   \n",
              "967      495.864950    6.5 2016-09-29 14:25:26  Definida   \n",
              "526       51.661416    7.0 2021-04-16 11:53:16  Definida   \n",
              "560       40.727038    7.0 2021-04-16 12:14:49  Definida   \n",
              "751      813.462091    7.0 2021-06-22 14:42:27  Definida   \n",
              "553      127.413777    7.0 2022-05-09 14:49:13  Definida   \n",
              "96352    186.528831    7.0 2022-05-09 14:49:13  Definida   \n",
              "\n",
              "                                                 geometry  \n",
              "307     LINESTRING (-99.98365 16.96092, -99.98344 16.9...  \n",
              "970     LINESTRING (-99.97699 16.96175, -99.97685 16.9...  \n",
              "1030    LINESTRING (-99.97699 16.96175, -99.97635 16.9...  \n",
              "630     LINESTRING (-99.82569 16.80568, -99.82594 16.8...  \n",
              "311     LINESTRING (-99.78771 16.98746, -99.78742 16.9...  \n",
              "1068    LINESTRING (-99.78354 16.99596, -99.78333 16.9...  \n",
              "314     LINESTRING (-98.80499 16.58185, -98.80538 16.5...  \n",
              "387     LINESTRING (-98.80637 16.58186, -98.80650 16.5...  \n",
              "357     LINESTRING (-99.85066 16.88067, -99.85091 16.8...  \n",
              "849     LINESTRING (-99.85589 16.87863, -99.85621 16.8...  \n",
              "358     LINESTRING (-101.96130 18.00738, -101.96158 18...  \n",
              "288     LINESTRING (-101.96163 18.00676, -101.96194 18...  \n",
              "532     LINESTRING (-101.05700 17.34783, -101.05719 17...  \n",
              "495     LINESTRING (-99.55276 17.17764, -99.55282 17.1...  \n",
              "366     LINESTRING (-101.49762 17.63772, -101.49746 17...  \n",
              "367     LINESTRING (-99.76122 16.83077, -99.76042 16.8...  \n",
              "1034    LINESTRING (-99.75743 16.83056, -99.75708 16.8...  \n",
              "368     LINESTRING (-101.33519 17.56034, -101.33332 17...  \n",
              "993     LINESTRING (-101.33148 17.55776, -101.32809 17...  \n",
              "370     LINESTRING (-99.82049 16.91159, -99.82039 16.9...  \n",
              "762     LINESTRING (-99.82007 16.91576, -99.82001 16.9...  \n",
              "371     LINESTRING (-99.81562 16.92295, -99.81558 16.9...  \n",
              "744     LINESTRING (-99.81562 16.92295, -99.81582 16.9...  \n",
              "309     LINESTRING (-99.81579 16.92043, -99.81595 16.9...  \n",
              "837     LINESTRING (-99.55078 17.17590, -99.55109 17.1...  \n",
              "377     LINESTRING (-99.55935 17.12993, -99.55931 17.1...  \n",
              "794     LINESTRING (-99.55751 17.13268, -99.55743 17.1...  \n",
              "789     LINESTRING (-98.55052 17.56000, -98.55022 17.5...  \n",
              "559     LINESTRING (-99.85586 16.87849, -99.85546 16.8...  \n",
              "399     LINESTRING (-99.50819 17.25263, -99.51015 17.2...  \n",
              "1097    LINESTRING (-99.51303 17.24700, -99.51319 17.2...  \n",
              "427     LINESTRING (-98.50950 17.66660, -98.50913 17.6...  \n",
              "919     LINESTRING (-98.50913 17.66574, -98.50908 17.6...  \n",
              "432     LINESTRING (-99.26586 16.98594, -99.26512 16.9...  \n",
              "743     LINESTRING (-99.26512 16.98577, -99.26460 16.9...  \n",
              "435     LINESTRING (-99.85621 16.87851, -99.85733 16.8...  \n",
              "932     LINESTRING (-99.86428 16.87831, -99.86439 16.8...  \n",
              "406     LINESTRING (-99.86428 16.87831, -99.86440 16.8...  \n",
              "441     LINESTRING (-99.92393 16.86147, -99.92385 16.8...  \n",
              "66259   LINESTRING (-99.92393 16.86147, -99.92441 16.8...  \n",
              "111199  LINESTRING (-99.92198 16.86119, -99.92192 16.8...  \n",
              "444     LINESTRING (-99.83798 16.88678, -99.83784 16.8...  \n",
              "831     LINESTRING (-99.83716 16.88611, -99.83704 16.8...  \n",
              "464     LINESTRING (-99.83471 16.88586, -99.83474 16.8...  \n",
              "624     LINESTRING (-99.83648 16.88578, -99.83665 16.8...  \n",
              "62539   LINESTRING (-101.82942 17.93631, -101.82891 17...  \n",
              "583     LINESTRING (-101.59902 17.67619, -101.59892 17...  \n",
              "478     LINESTRING (-98.94459 17.56775, -98.94509 17.5...  \n",
              "690     LINESTRING (-98.94608 17.56887, -98.94630 17.5...  \n",
              "480     LINESTRING (-99.55260 17.17775, -99.55241 17.1...  \n",
              "391     LINESTRING (-99.55208 17.18044, -99.55188 17.1...  \n",
              "496     LINESTRING (-98.93189 17.55779, -98.93185 17.5...  \n",
              "544     LINESTRING (-98.93181 17.55818, -98.93182 17.5...  \n",
              "525     LINESTRING (-100.43308 17.16273, -100.43321 17...  \n",
              "967     LINESTRING (-100.43325 17.16236, -100.43696 17...  \n",
              "526     LINESTRING (-98.50984 17.67160, -98.50984 17.6...  \n",
              "560     LINESTRING (-98.50984 17.67113, -98.50987 17.6...  \n",
              "751     LINESTRING (-98.62566 16.63267, -98.62559 16.6...  \n",
              "553     LINESTRING (-99.80887 16.92472, -99.80788 16.9...  \n",
              "96352   LINESTRING (-99.80788 16.92537, -99.80727 16.9...  \n",
              "\n",
              "[60 rows x 23 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-02ea8a5a-7554-4575-a0f7-525616fa4260\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>CIRCULA</th>\n",
              "      <th>ESCALA_VIS</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>307</th>\n",
              "      <td>12067</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2704</td>\n",
              "      <td>2705</td>\n",
              "      <td>716.684452</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-22 14:15:38</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.98365 16.96092, -99.98344 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>970</th>\n",
              "      <td>15734</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>libramiento_norte_de_acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2705</td>\n",
              "      <td>3153</td>\n",
              "      <td>321.104755</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-22 14:25:43</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.97699 16.96175, -99.97685 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1030</th>\n",
              "      <td>16411</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2705</td>\n",
              "      <td>349133</td>\n",
              "      <td>540.827497</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-22 15:58:49</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.97699 16.96175, -99.97635 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>630</th>\n",
              "      <td>13851</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>la_sabana-puerto_marques</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>50</td>\n",
              "      <td>2706</td>\n",
              "      <td>460223</td>\n",
              "      <td>29.315741</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-05-09 19:57:32</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.82569 16.80568, -99.82594 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>311</th>\n",
              "      <td>12085</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2708</td>\n",
              "      <td>2709</td>\n",
              "      <td>1158.441137</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-23 08:58:25</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.78771 16.98746, -99.78742 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1068</th>\n",
              "      <td>16836</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2709</td>\n",
              "      <td>1492352</td>\n",
              "      <td>104.032853</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-23 11:53:35</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.78354 16.99596, -99.78333 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>314</th>\n",
              "      <td>12092</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2712</td>\n",
              "      <td>2713</td>\n",
              "      <td>147.294735</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-30 12:56:00</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.80499 16.58185, -98.80538 16.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>387</th>\n",
              "      <td>12534</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2713</td>\n",
              "      <td>1490596</td>\n",
              "      <td>637.676741</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-30 11:55:55</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.80637 16.58186, -98.80650 16.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>357</th>\n",
              "      <td>12324</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2720</td>\n",
              "      <td>2721</td>\n",
              "      <td>636.267989</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2022-04-25 20:43:01</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.85066 16.88067, -99.85091 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>849</th>\n",
              "      <td>14987</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2721</td>\n",
              "      <td>2781</td>\n",
              "      <td>37.171427</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2022-04-25 19:52:42</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.85589 16.87863, -99.85621 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>358</th>\n",
              "      <td>12325</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nueva_italia-lazaro_cardenas</td>\n",
              "      <td>37</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>4</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2722</td>\n",
              "      <td>2723</td>\n",
              "      <td>77.346178</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2016-07-01 13:06:20</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.96130 18.00738, -101.96158 18...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>288</th>\n",
              "      <td>11951</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>nueva_italia-lazaro_cardenas</td>\n",
              "      <td>37</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>4</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2723</td>\n",
              "      <td>2687</td>\n",
              "      <td>72.176042</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2016-07-01 13:06:21</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.96163 18.00676, -101.96194 18...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>532</th>\n",
              "      <td>13364</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2727</td>\n",
              "      <td>1490305</td>\n",
              "      <td>122.496935</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2023-07-05 13:18:24</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.05700 17.34783, -101.05719 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>495</th>\n",
              "      <td>13176</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>cuernavaca-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2729</td>\n",
              "      <td>1490979</td>\n",
              "      <td>218.993768</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2016-07-01 16:11:13</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.55276 17.17764, -99.55282 17.1...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>366</th>\n",
              "      <td>12382</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2731</td>\n",
              "      <td>2732</td>\n",
              "      <td>152.253534</td>\n",
              "      <td>8.0</td>\n",
              "      <td>2021-06-01 11:04:16</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.49762 17.63772, -101.49746 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>367</th>\n",
              "      <td>12384</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>1</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2735</td>\n",
              "      <td>2736</td>\n",
              "      <td>404.915641</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2023-03-21 22:32:37</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.76122 16.83077, -99.76042 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1034</th>\n",
              "      <td>16745</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2736</td>\n",
              "      <td>1492021</td>\n",
              "      <td>37.209023</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2023-03-21 22:32:37</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.75743 16.83056, -99.75708 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>368</th>\n",
              "      <td>12386</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2737</td>\n",
              "      <td>2738</td>\n",
              "      <td>486.263286</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2018-06-15 11:30:22</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.33519 17.56034, -101.33332 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>993</th>\n",
              "      <td>16058</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2738</td>\n",
              "      <td>3169</td>\n",
              "      <td>445.929515</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2020-04-29 16:18:47</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.33148 17.55776, -101.32809 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>370</th>\n",
              "      <td>12401</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>3</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2743</td>\n",
              "      <td>2744</td>\n",
              "      <td>483.119828</td>\n",
              "      <td>10.5</td>\n",
              "      <td>2022-04-18 19:19:04</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.82049 16.91159, -99.82039 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>762</th>\n",
              "      <td>14570</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>3</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2744</td>\n",
              "      <td>1491100</td>\n",
              "      <td>668.193639</td>\n",
              "      <td>10.5</td>\n",
              "      <td>2022-04-18 19:19:31</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.82007 16.91576, -99.82001 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>371</th>\n",
              "      <td>12418</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2747</td>\n",
              "      <td>2748</td>\n",
              "      <td>286.905017</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-04-18 16:38:57</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.81562 16.92295, -99.81558 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>744</th>\n",
              "      <td>14490</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2747</td>\n",
              "      <td>2954</td>\n",
              "      <td>649.312879</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-23 16:23:12</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.81562 16.92295, -99.81582 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>309</th>\n",
              "      <td>12081</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>3</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2748</td>\n",
              "      <td>1490317</td>\n",
              "      <td>706.953560</td>\n",
              "      <td>10.5</td>\n",
              "      <td>2022-04-18 17:13:59</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.81579 16.92043, -99.81595 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>837</th>\n",
              "      <td>14929</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2757</td>\n",
              "      <td>1491166</td>\n",
              "      <td>109.001052</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2017-05-26 12:31:06</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.55078 17.17590, -99.55109 17.1...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>377</th>\n",
              "      <td>12472</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>cuernavaca-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2760</td>\n",
              "      <td>2761</td>\n",
              "      <td>362.296163</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2016-07-01 16:11:06</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.55935 17.12993, -99.55931 17.1...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>794</th>\n",
              "      <td>14709</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>cuernavaca-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2761</td>\n",
              "      <td>1490944</td>\n",
              "      <td>3629.893360</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2016-07-01 16:11:09</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.55751 17.13268, -99.55743 17.1...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>789</th>\n",
              "      <td>14697</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2763</td>\n",
              "      <td>1490700</td>\n",
              "      <td>40.184986</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-05-04 14:31:24</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.55052 17.56000, -98.55022 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>559</th>\n",
              "      <td>13513</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2766</td>\n",
              "      <td>1491093</td>\n",
              "      <td>1903.415767</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2022-07-22 18:52:03</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.85586 16.87849, -99.85546 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>399</th>\n",
              "      <td>12640</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2769</td>\n",
              "      <td>2770</td>\n",
              "      <td>844.161981</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-07-01 11:53:38</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.50819 17.25263, -99.51015 17.2...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1097</th>\n",
              "      <td>17267</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2770</td>\n",
              "      <td>1491007</td>\n",
              "      <td>174.945928</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-07-01 12:11:42</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.51303 17.24700, -99.51319 17.2...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>427</th>\n",
              "      <td>12773</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2773</td>\n",
              "      <td>2774</td>\n",
              "      <td>103.233076</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-16 12:51:10</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.50950 17.66660, -98.50913 17.6...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>919</th>\n",
              "      <td>15423</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2774</td>\n",
              "      <td>380774</td>\n",
              "      <td>223.963683</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-16 14:18:47</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.50913 17.66574, -98.50908 17.6...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>432</th>\n",
              "      <td>12803</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>tierra_colorada-cruz_grande</td>\n",
              "      <td>198</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2779</td>\n",
              "      <td>2780</td>\n",
              "      <td>80.608251</td>\n",
              "      <td>6.0</td>\n",
              "      <td>2020-06-04 14:38:03</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.26586 16.98594, -99.26512 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>743</th>\n",
              "      <td>14485</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>tierra_colorada-cruz_grande</td>\n",
              "      <td>198</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2780</td>\n",
              "      <td>1490864</td>\n",
              "      <td>58.683179</td>\n",
              "      <td>6.0</td>\n",
              "      <td>2020-06-04 16:07:15</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.26512 16.98577, -99.26460 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>435</th>\n",
              "      <td>12823</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2781</td>\n",
              "      <td>2782</td>\n",
              "      <td>906.435586</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2022-04-25 19:35:54</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.85621 16.87851, -99.85733 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>932</th>\n",
              "      <td>15496</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2782</td>\n",
              "      <td>3121</td>\n",
              "      <td>105.333917</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2022-04-25 21:39:40</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.86428 16.87831, -99.86439 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>406</th>\n",
              "      <td>12700</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-acapulco</td>\n",
              "      <td>195</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2782</td>\n",
              "      <td>1490693</td>\n",
              "      <td>116.713009</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2022-03-25 22:32:43</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.86428 16.87831, -99.86440 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>441</th>\n",
              "      <td>12850</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2787</td>\n",
              "      <td>2788</td>\n",
              "      <td>211.461973</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-03-16 22:12:17</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.92393 16.86147, -99.92385 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>66259</th>\n",
              "      <td>737798</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2787</td>\n",
              "      <td>810555</td>\n",
              "      <td>400.971986</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-03-16 22:08:13</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.92393 16.86147, -99.92441 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>111199</th>\n",
              "      <td>2601259</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>60</td>\n",
              "      <td>2788</td>\n",
              "      <td>394307</td>\n",
              "      <td>279.272973</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-03-16 22:13:01</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.92198 16.86119, -99.92192 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>444</th>\n",
              "      <td>12879</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>40</td>\n",
              "      <td>2793</td>\n",
              "      <td>2794</td>\n",
              "      <td>115.718346</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2023-06-08 17:55:05</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.83798 16.88678, -99.83784 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>831</th>\n",
              "      <td>14903</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>40</td>\n",
              "      <td>2794</td>\n",
              "      <td>1130812</td>\n",
              "      <td>83.898774</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2023-06-08 17:55:05</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.83716 16.88611, -99.83704 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>464</th>\n",
              "      <td>12996</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>40</td>\n",
              "      <td>2805</td>\n",
              "      <td>2806</td>\n",
              "      <td>191.867480</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2023-06-08 17:55:47</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.83471 16.88586, -99.83474 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>624</th>\n",
              "      <td>13819</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Concreto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>40</td>\n",
              "      <td>2806</td>\n",
              "      <td>1490618</td>\n",
              "      <td>148.760765</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2023-06-08 17:55:47</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.83648 16.88578, -99.83665 16.8...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>62539</th>\n",
              "      <td>646999</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2811</td>\n",
              "      <td>929880</td>\n",
              "      <td>483.569356</td>\n",
              "      <td>12.0</td>\n",
              "      <td>2018-06-08 15:22:35</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.82942 17.93631, -101.82891 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>583</th>\n",
              "      <td>13619</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>1</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2813</td>\n",
              "      <td>1490751</td>\n",
              "      <td>27.633073</td>\n",
              "      <td>4.5</td>\n",
              "      <td>2021-06-01 10:39:57</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.59902 17.67619, -101.59892 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>478</th>\n",
              "      <td>13095</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2815</td>\n",
              "      <td>2816</td>\n",
              "      <td>202.755475</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-09 12:08:20</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.94459 17.56775, -98.94509 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>690</th>\n",
              "      <td>14170</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2816</td>\n",
              "      <td>2932</td>\n",
              "      <td>394.311826</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-09 15:02:11</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.94608 17.56887, -98.94630 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>480</th>\n",
              "      <td>13099</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>cuernavaca-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>3</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2817</td>\n",
              "      <td>2818</td>\n",
              "      <td>303.594470</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2016-07-01 16:11:23</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.55260 17.17775, -99.55241 17.1...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>391</th>\n",
              "      <td>12594</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>cuernavaca-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2818</td>\n",
              "      <td>1490634</td>\n",
              "      <td>9408.430804</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-01-07 16:07:16</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.55208 17.18044, -99.55188 17.1...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>496</th>\n",
              "      <td>13181</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2822</td>\n",
              "      <td>2823</td>\n",
              "      <td>44.385552</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-09 08:45:46</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.93189 17.55779, -98.93185 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>544</th>\n",
              "      <td>13408</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2823</td>\n",
              "      <td>1491102</td>\n",
              "      <td>39.963842</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-09 10:38:32</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.93181 17.55818, -98.93182 17.5...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>525</th>\n",
              "      <td>13332</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>milpillas-tc_acapulco-zihuatanejo</td>\n",
              "      <td>196</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2838</td>\n",
              "      <td>2839</td>\n",
              "      <td>44.915435</td>\n",
              "      <td>6.0</td>\n",
              "      <td>2014-03-27 12:34:52</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-100.43308 17.16273, -100.43321 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>967</th>\n",
              "      <td>15717</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>acapulco-zihuatanejo</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2839</td>\n",
              "      <td>3152</td>\n",
              "      <td>495.864950</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2016-09-29 14:25:26</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-100.43325 17.16236, -100.43696 17...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>526</th>\n",
              "      <td>13333</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2840</td>\n",
              "      <td>2841</td>\n",
              "      <td>51.661416</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-16 11:53:16</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.50984 17.67160, -98.50984 17.6...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>560</th>\n",
              "      <td>13514</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>chilpancingo-jilotepec</td>\n",
              "      <td>93</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>2</td>\n",
              "      <td>60</td>\n",
              "      <td>2841</td>\n",
              "      <td>1491138</td>\n",
              "      <td>40.727038</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-04-16 12:14:49</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.50984 17.67113, -98.50987 17.6...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>751</th>\n",
              "      <td>14528</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>las_cruces-pinotepa_nacional</td>\n",
              "      <td>200</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Dos sentidos</td>\n",
              "      <td>1</td>\n",
              "      <td>80</td>\n",
              "      <td>2845</td>\n",
              "      <td>268240</td>\n",
              "      <td>813.462091</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2021-06-22 14:42:27</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.62566 16.63267, -98.62559 16.6...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>553</th>\n",
              "      <td>13474</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>cuernavaca-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2853</td>\n",
              "      <td>2854</td>\n",
              "      <td>127.413777</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-05-09 14:49:13</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.80887 16.92472, -99.80788 16.9...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96352</th>\n",
              "      <td>1728563</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>cuernavaca-acapulco</td>\n",
              "      <td>95</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>Un sentido</td>\n",
              "      <td>1</td>\n",
              "      <td>110</td>\n",
              "      <td>2854</td>\n",
              "      <td>1131635</td>\n",
              "      <td>186.528831</td>\n",
              "      <td>7.0</td>\n",
              "      <td>2022-05-09 14:49:13</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-99.80788 16.92537, -99.80727 16.9...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>60 rows × 23 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-02ea8a5a-7554-4575-a0f7-525616fa4260')\"\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-02ea8a5a-7554-4575-a0f7-525616fa4260 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-02ea8a5a-7554-4575-a0f7-525616fa4260');\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-7bd0149c-8ccf-4079-876e-1c63513edb89\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-7bd0149c-8ccf-4079-876e-1c63513edb89')\"\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-7bd0149c-8ccf-4079-876e-1c63513edb89 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe"
            }
          },
          "metadata": {},
          "execution_count": 27
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#CAMBIO BUENO\n",
        "columna1 = 'UNION_INI'\n",
        "columna2 = 'UNION_FIN'\n",
        "columna3 = 'CODIGO'\n",
        "# Columnas CF_con_ID\n",
        "columna4 = 'NOMBRE'\n",
        "\n",
        "while len(sin_ID)>307:\n",
        "\n",
        "  for idx, row in sin_ID.iterrows():\n",
        "\n",
        "    if (row[columna1] in CF_con_ID[columna2].values) and (row[columna2] in CF_con_ID[columna1].values):\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] in CF_con_ID[columna2].values and (row[columna2] not in CF_con_ID[columna1].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna2] == row[columna1], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] not in CF_con_ID[columna2].values and (row[columna2] in CF_con_ID[columna1].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif (row[columna1] in CF_con_ID[columna1].values) and (row[columna2] in CF_con_ID[columna2].values):\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna1], 'NOMBRE'].values[0]\n",
        "      nombre_nuevo2 = CF_con_ID.loc[CF_con_ID[columna2] == row[columna2], 'NOMBRE'].values[0]\n",
        "      if nombre_nuevo == nombre_nuevo2:\n",
        "        sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "        añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "        CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "        nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "        sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "      elif nombre_nuevo != nombre_nuevo2:\n",
        "        sin_ID.at[idx, 'conex_ini'] = nombre_nuevo\n",
        "        sin_ID.at[idx, 'conex_fin'] = nombre_nuevo2\n",
        "      else:\n",
        "        sin_ID.at[idx, 'NOMBRE'] = sin_ID.at[idx, 'NOMBRE']\n",
        "\n",
        "    elif row[columna1] in CF_con_ID[columna1].values and (row[columna2] not in CF_con_ID[columna2].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna1], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] not in CF_con_ID[columna1].values and (row[columna2] in CF_con_ID[columna2].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna2] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    else:\n",
        "      sin_ID.at[idx, 'NOMBRE'] = sin_ID.at[idx, 'NOMBRE']"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 375
        },
        "id": "9XzQSt6xpmFa",
        "outputId": "971890f3-e72e-4f57-d4bd-17cc29cc66a7"
      },
      "execution_count": 57,
      "outputs": [
        {
          "output_type": "error",
          "ename": "KeyboardInterrupt",
          "evalue": "",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-57-19987a371925>\u001b[0m in \u001b[0;36m<cell line: 8>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;32mwhile\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msin_ID\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;36m307\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m   \u001b[0;32mfor\u001b[0m \u001b[0midx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrow\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msin_ID\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miterrows\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mCF_con_ID\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna2\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mCF_con_ID\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36miterrows\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1448\u001b[0m         \u001b[0musing_cow\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0musing_copy_on_write\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1449\u001b[0m         \u001b[0;32mfor\u001b[0m \u001b[0mk\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1450\u001b[0;31m             \u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mklass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mk\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__finalize__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1451\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0musing_cow\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_single_block\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1452\u001b[0m                 \u001b[0ms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_references\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# type: ignore[arg-type]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/geopandas/geodataframe.py\u001b[0m in \u001b[0;36m_geodataframe_constructor_sliced\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m   1637\u001b[0m               checking the identity of the index)\n\u001b[1;32m   1638\u001b[0m             \"\"\"\n\u001b[0;32m-> 1639\u001b[0;31m             \u001b[0msrs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSeries\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1640\u001b[0m             \u001b[0mis_row_proxy\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msrs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1641\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mis_geometry_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msrs\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mis_row_proxy\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/series.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, dtype, name, copy, fastpath)\u001b[0m\n\u001b[1;32m    519\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    520\u001b[0m         \u001b[0mNDFrame\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 521\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    522\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    523\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__setattr__\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m   6223\u001b[0m         \u001b[0;31m# (note that this matches __getattr__, above).\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   6224\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_internal_names_set\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 6225\u001b[0;31m             \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   6226\u001b[0m         \u001b[0;32melif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_metadata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   6227\u001b[0m             \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mname\u001b[0;34m(self, value)\u001b[0m\n\u001b[1;32m    703\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    704\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mHashable\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 705\u001b[0;31m         \u001b[0mvalidate_all_hashable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merror_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34mf\"{type(self).__name__}.name\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    706\u001b[0m         \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"_name\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    707\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/dtypes/common.py\u001b[0m in \u001b[0;36mvalidate_all_hashable\u001b[0;34m(error_name, *args)\u001b[0m\n\u001b[1;32m   1579\u001b[0m     \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1580\u001b[0m     \"\"\"\n\u001b[0;32m-> 1581\u001b[0;31m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mis_hashable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marg\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0marg\u001b[0m \u001b[0;32min\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1582\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0merror_name\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1583\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"{error_name} must be a hashable type\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qfbcYD1lFraF",
        "outputId": "125cb925-10d5-4c8a-807d-4b89165518f1"
      },
      "execution_count": 58,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(308, 25)"
            ]
          },
          "metadata": {},
          "execution_count": 58
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "nuevos_ID"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "y7SIVTmAKeSb",
        "outputId": "cf3f1df0-7c5f-4a8d-c750-b0cea8a3419e"
      },
      "execution_count": 56,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "         ID_RED  TIPO_VIAL                                    NOMBRE CODIGO  \\\n",
              "6138     109089  Carretera                           pachuca-tempoal    N/D   \n",
              "114041  3065070  Carretera                           pachuca-tempoal    N/D   \n",
              "6525     112496  Carretera                           pachuca-tempoal    N/D   \n",
              "6145     109132  Carretera                           pachuca-tempoal    N/D   \n",
              "6635     113512  Carretera                           pachuca-tempoal    N/D   \n",
              "...         ...        ...                                       ...    ...   \n",
              "692       14176  Carretera                       zihuatanejo-la_mira    N/D   \n",
              "686       14142  Carretera  ciudad_altamirano-tc_zihuatanejo-la_mira    N/D   \n",
              "599       13708  Carretera                       zihuatanejo-la_mira    N/D   \n",
              "504       13235  Carretera                       zihuatanejo-la_mira    N/D   \n",
              "348       12282  Carretera                       zihuatanejo-la_mira    N/D   \n",
              "\n",
              "             COND_PAV  RECUBRI CARRILES     ESTATUS     CONDICION NIVEL  ...  \\\n",
              "6138    Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "114041  Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "6525    Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "6145    Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "6635    Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "...               ...      ...      ...         ...           ...   ...  ...   \n",
              "692     Con pavimento  Asfalto        1  Habilitado  En operación     0  ...   \n",
              "686     Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "599     Con pavimento  Asfalto        1  Habilitado  En operación     0  ...   \n",
              "504     Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "348     Con pavimento  Asfalto        2  Habilitado  En operación     0  ...   \n",
              "\n",
              "       VELOCIDAD UNION_INI UNION_FIN    LONGITUD ANCHO           FECHA_ACT  \\\n",
              "6138          40    797320   1529386  164.746511   9.0 2021-08-30 15:07:29   \n",
              "114041        40    797319    797320   10.969842   9.0 2023-05-15 16:05:09   \n",
              "6525          40    366881    797319   97.979831   9.0 2023-05-15 16:05:09   \n",
              "6145          40    366881    366879   54.858347   9.0 2021-05-04 12:51:13   \n",
              "6635          40   1183431    366879  192.907328   9.0 2021-05-04 11:15:53   \n",
              "...          ...       ...       ...         ...   ...                 ...   \n",
              "692           60      2938      2939  272.670374   4.5 2020-10-12 12:28:38   \n",
              "686           80   1491389      3081   59.131916   6.5 2020-10-12 13:34:28   \n",
              "599           60   1490191   1491225   97.298915   4.5 2020-10-12 12:42:38   \n",
              "504           60   1491011   1491012  128.940923   6.5 2020-10-12 11:07:39   \n",
              "348           80   1490451   1490452   94.412797   6.5 2019-08-20 09:30:40   \n",
              "\n",
              "        CALIREPR                                           geometry  \\\n",
              "6138    Definida  LINESTRING (-98.71349 20.12001, -98.71336 20.1...   \n",
              "114041  Definida  LINESTRING (-98.71354 20.12010, -98.71349 20.1...   \n",
              "6525    Definida  LINESTRING (-98.71368 20.12095, -98.71370 20.1...   \n",
              "6145    Definida  LINESTRING (-98.71368 20.12095, -98.71351 20.1...   \n",
              "6635    Definida  LINESTRING (-98.71286 20.12306, -98.71306 20.1...   \n",
              "...          ...                                                ...   \n",
              "692     Definida  LINESTRING (-101.88435 17.96702, -101.88487 17...   \n",
              "686     Definida  LINESTRING (-101.60717 17.72802, -101.60680 17...   \n",
              "599     Definida  LINESTRING (-101.86549 17.95530, -101.86628 17...   \n",
              "504     Definida  LINESTRING (-101.70545 17.80985, -101.70532 17...   \n",
              "348     Definida  LINESTRING (-101.71389 17.83510, -101.71389 17...   \n",
              "\n",
              "        conex_ini  conex_fin  \n",
              "6138           na        nan  \n",
              "114041         na        nan  \n",
              "6525           na        nan  \n",
              "6145           na        nan  \n",
              "6635           na        nan  \n",
              "...           ...        ...  \n",
              "692           NaN        NaN  \n",
              "686           NaN        NaN  \n",
              "599           NaN        NaN  \n",
              "504           NaN        NaN  \n",
              "348           NaN        NaN  \n",
              "\n",
              "[692 rows x 25 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-096d0b93-0619-4cfa-8a8c-9ca2da0e2b2d\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "      <th>conex_ini</th>\n",
              "      <th>conex_fin</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>6138</th>\n",
              "      <td>109089</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>pachuca-tempoal</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>797320</td>\n",
              "      <td>1529386</td>\n",
              "      <td>164.746511</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2021-08-30 15:07:29</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71349 20.12001, -98.71336 20.1...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>114041</th>\n",
              "      <td>3065070</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>pachuca-tempoal</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>797319</td>\n",
              "      <td>797320</td>\n",
              "      <td>10.969842</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2023-05-15 16:05:09</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71354 20.12010, -98.71349 20.1...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6525</th>\n",
              "      <td>112496</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>pachuca-tempoal</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>366881</td>\n",
              "      <td>797319</td>\n",
              "      <td>97.979831</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2023-05-15 16:05:09</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71368 20.12095, -98.71370 20.1...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6145</th>\n",
              "      <td>109132</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>pachuca-tempoal</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>366881</td>\n",
              "      <td>366879</td>\n",
              "      <td>54.858347</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2021-05-04 12:51:13</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71368 20.12095, -98.71351 20.1...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6635</th>\n",
              "      <td>113512</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>pachuca-tempoal</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>40</td>\n",
              "      <td>1183431</td>\n",
              "      <td>366879</td>\n",
              "      <td>192.907328</td>\n",
              "      <td>9.0</td>\n",
              "      <td>2021-05-04 11:15:53</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-98.71286 20.12306, -98.71306 20.1...</td>\n",
              "      <td>na</td>\n",
              "      <td>nan</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>692</th>\n",
              "      <td>14176</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>1</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>60</td>\n",
              "      <td>2938</td>\n",
              "      <td>2939</td>\n",
              "      <td>272.670374</td>\n",
              "      <td>4.5</td>\n",
              "      <td>2020-10-12 12:28:38</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.88435 17.96702, -101.88487 17...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>686</th>\n",
              "      <td>14142</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>ciudad_altamirano-tc_zihuatanejo-la_mira</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>1491389</td>\n",
              "      <td>3081</td>\n",
              "      <td>59.131916</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2020-10-12 13:34:28</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.60717 17.72802, -101.60680 17...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>599</th>\n",
              "      <td>13708</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>1</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>60</td>\n",
              "      <td>1490191</td>\n",
              "      <td>1491225</td>\n",
              "      <td>97.298915</td>\n",
              "      <td>4.5</td>\n",
              "      <td>2020-10-12 12:42:38</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.86549 17.95530, -101.86628 17...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>504</th>\n",
              "      <td>13235</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>60</td>\n",
              "      <td>1491011</td>\n",
              "      <td>1491012</td>\n",
              "      <td>128.940923</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2020-10-12 11:07:39</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.70545 17.80985, -101.70532 17...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>348</th>\n",
              "      <td>12282</td>\n",
              "      <td>Carretera</td>\n",
              "      <td>zihuatanejo-la_mira</td>\n",
              "      <td>N/D</td>\n",
              "      <td>Con pavimento</td>\n",
              "      <td>Asfalto</td>\n",
              "      <td>2</td>\n",
              "      <td>Habilitado</td>\n",
              "      <td>En operación</td>\n",
              "      <td>0</td>\n",
              "      <td>...</td>\n",
              "      <td>80</td>\n",
              "      <td>1490451</td>\n",
              "      <td>1490452</td>\n",
              "      <td>94.412797</td>\n",
              "      <td>6.5</td>\n",
              "      <td>2019-08-20 09:30:40</td>\n",
              "      <td>Definida</td>\n",
              "      <td>LINESTRING (-101.71389 17.83510, -101.71389 17...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>692 rows × 25 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-096d0b93-0619-4cfa-8a8c-9ca2da0e2b2d')\"\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-096d0b93-0619-4cfa-8a8c-9ca2da0e2b2d 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-096d0b93-0619-4cfa-8a8c-9ca2da0e2b2d');\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-ad2a4b5a-b028-4c7d-ae23-4c289d197f1c\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-ad2a4b5a-b028-4c7d-ae23-4c289d197f1c')\"\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-ad2a4b5a-b028-4c7d-ae23-4c289d197f1c button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "  <div id=\"id_4de10851-8afb-4a32-b5ec-7f2b0e08523b\">\n",
              "    <style>\n",
              "      .colab-df-generate {\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-generate: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",
              "      [theme=dark] .colab-df-generate {\n",
              "        background-color: #3B4455;\n",
              "        fill: #D2E3FC;\n",
              "      }\n",
              "\n",
              "      [theme=dark] .colab-df-generate: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",
              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('nuevos_ID')\"\n",
              "            title=\"Generate code using this dataframe.\"\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",
              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "    <script>\n",
              "      (() => {\n",
              "      const buttonEl =\n",
              "        document.querySelector('#id_4de10851-8afb-4a32-b5ec-7f2b0e08523b button.colab-df-generate');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('nuevos_ID');\n",
              "      }\n",
              "      })();\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "nuevos_ID"
            }
          },
          "metadata": {},
          "execution_count": 56
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "sin_ID.loc[(sin_ID['conex_ini'].str.len()>3)|(sin_ID['conex_fin'].str.len()>3)]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 79
        },
        "id": "oJO83UlAvYts",
        "outputId": "830ae093-e892-4088-c491-22717037e387"
      },
      "execution_count": 55,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Empty GeoDataFrame\n",
              "Columns: [ID_RED, TIPO_VIAL, NOMBRE, CODIGO, COND_PAV, RECUBRI, CARRILES, ESTATUS, CONDICION, NIVEL, PEAJE, ADMINISTRA, JURISDI, CIRCULA, ESCALA_VIS, VELOCIDAD, UNION_INI, UNION_FIN, LONGITUD, ANCHO, FECHA_ACT, CALIREPR, geometry, conex_ini, conex_fin]\n",
              "Index: []\n",
              "\n",
              "[0 rows x 25 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-8a5cd165-9c4c-49c4-b888-8ebb148b2062\" 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>ID_RED</th>\n",
              "      <th>TIPO_VIAL</th>\n",
              "      <th>NOMBRE</th>\n",
              "      <th>CODIGO</th>\n",
              "      <th>COND_PAV</th>\n",
              "      <th>RECUBRI</th>\n",
              "      <th>CARRILES</th>\n",
              "      <th>ESTATUS</th>\n",
              "      <th>CONDICION</th>\n",
              "      <th>NIVEL</th>\n",
              "      <th>...</th>\n",
              "      <th>VELOCIDAD</th>\n",
              "      <th>UNION_INI</th>\n",
              "      <th>UNION_FIN</th>\n",
              "      <th>LONGITUD</th>\n",
              "      <th>ANCHO</th>\n",
              "      <th>FECHA_ACT</th>\n",
              "      <th>CALIREPR</th>\n",
              "      <th>geometry</th>\n",
              "      <th>conex_ini</th>\n",
              "      <th>conex_fin</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>0 rows × 25 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-8a5cd165-9c4c-49c4-b888-8ebb148b2062')\"\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-8a5cd165-9c4c-49c4-b888-8ebb148b2062 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-8a5cd165-9c4c-49c4-b888-8ebb148b2062');\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>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe"
            }
          },
          "metadata": {},
          "execution_count": 55
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "axis = sin_ID.plot(color='red', figsize=(40,20))\n",
        "nuevos_ID.plot(ax=axis, color='blue',alpha=0.4, figsize=(40,20))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "aU8h8J6lwDXJ",
        "outputId": "3b01a144-7ec7-4d3f-fb42-262f0a657373"
      },
      "execution_count": 33,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<Axes: >"
            ]
          },
          "metadata": {},
          "execution_count": 33
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 4000x2000 with 1 Axes>"
            ],
            "image/png": "iVBORw0KGgoAAAANSUhEUgAACW4AAAYvCAYAAAAawvSNAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAACHFklEQVR4nOzdb5CedX3v8c8mIcuf7C4NkH8mSCRKYGi0w1HIiAwjkIQnBMUjHulJmUEZMNBBrTpx1JaDbSh2WrEzhQe1YrUUB6ah1BmggCaUMyHVjBTkTyRACjbZ2Ibu3mQhS0ju8yBDjitJyCbwvXazr9fMNct9X9f1y/d6urz3d3W02+12AAAAAAAAAAAAKDOu6QEAAAAAAAAAAADGGuEWAAAAAAAAAABAMeEWAAAAAAAAAABAMeEWAAAAAAAAAABAMeEWAAAAAAAAAABAMeEWAAAAAAAAAABAMeEWAAAAAAAAAABAsQlND/BW2LlzZzZu3Jiurq50dHQ0PQ4AAAAAAAAAADBGtdvtvPTSS5kxY0bGjdv7vlqHRLi1cePGzJo1q+kxAAAAAAAAAAAAkiQvvPBCZs6cudfzh0S41dXVlWTXw3Z3dzc8DQAAAAAAAAAAMFa1Wq3MmjVrd9O0N4dEuPX66xG7u7uFWwAAAAAAAAAAQONeb5r2Zu8vUQQAAAAAAAAAAOBtIdwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtyi3Pe+l/z5nyftdtOTAAAAAAAAAABAM4YVbt10002ZN29euru7093dnfnz5+fuu+9Okrz44ou5+uqrc9JJJ+WII47I8ccfn9///d9Pf3//Pte89NJL09HRMeRYtGjRgT8RI9727cmTTyZbtzY9CQAAAAAAAAAANGPCcC6eOXNmrr/++rz73e9Ou93Od7/73SxevDg/+9nP0m63s3HjxvzZn/1ZTjnllPz7v/97rrjiimzcuDF33HHHPtddtGhRvvOd7+z+3NnZeWBPw6hwwgnJ6acng4NJV1fT0wAAAAAAAAAAQL2OdvvgXlg3efLkfOMb38hll132hnO33357fvd3fzcDAwOZMGHPjdill16avr6+3HnnnQc8Q6vVSk9PT/r7+9Pd3X3A6wAAAAAAAAAAAByM/W2ZhvWqxF+3Y8eO3HbbbRkYGMj8+fP3eM3r//jeoq3XrVy5MlOmTMlJJ52UK6+8Mlu2bNnn9YODg2m1WkMOYPQ4uFwUAAAAAAAAAGD0G9arEpPksccey/z587Nt27ZMmjQpK1asyCmnnPKG6/7rv/4r1113XS6//PJ9rrdo0aJ89KMfzezZs/PMM8/ky1/+cs4///ysXr0648eP3+M9y5cvz7XXXjvc0YERoqOj6QkAAAAAAAAAAJo17Fclvvrqq3n++efT39+fO+64I3/913+dVatWDYm3Wq1WzjvvvEyePDl33XVXDjvssP1e/9lnn82JJ56Y+++/P+ecc84erxkcHMzg4OCQf2/WrFlelQgAAAAAAAAAADTqbXtV4sSJEzNnzpycdtppWb58ed773vfmxhtv3H3+pZdeyqJFi9LV1ZUVK1YMK9pKkne961059thjs379+r1e09nZme7u7iEHAAAAAAAAAADAaDHscOs37dy5c/fuV61WKwsWLMjEiRNz11135fDDDx/2er/85S+zZcuWTJ8+/WBHAwAAAAAAAAAAGJGGFW4tW7YsDz74YDZs2JDHHnssy5Yty8qVK3PJJZfsjrYGBgby7W9/O61WK729vent7c2OHTt2rzF37tysWLEiSbJ169Z84QtfyMMPP5wNGzbkgQceyOLFizNnzpwsXLjwrX1SAAAAAAAAAACAEWLCcC7+1a9+lSVLlmTTpk3p6enJvHnzcu+99+a8887LypUrs2bNmiTJnDlzhtz33HPP5YQTTkiSrFu3Lv39/UmS8ePH59FHH813v/vd9PX1ZcaMGVmwYEGuu+66dHZ2vgWPBwAAAAAAAAAAMPJ0tNvtdtNDHKxWq5Wenp709/enu7u76XEAAAAAAAAAAIAxan9bpmG9KhEAAAAAAAAAAICDJ9wCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAABgn/71X5NLLkkGB5ueBAAAAAAADh3CLQAAAPbpj/84+cd/TB56qOlJAAAAAADg0CHcAgAAYJ8+8pFkYCCZOLHpSQAAAAAA4NAh3AIAAGCfLr00abeTD32o6UkAAAAAAODQIdwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAEa9HTuSV19tegoAAAAAAACA/SfcAgBGvaeeSp58sukpAAAAAAAAAPafcAsAGPVOOikZHGx6CgAAAAAAAID9J9wCAEa9CROSD3yg6SkAAAAAAAAA9p9wCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwCwAAAAAAAAAAoJhwC0aBnTuTl15qegoAAAAAAAAAAN4qwi0YBcaNSwYHm54CAAAAAAAAAIC3inALRomurqYnAAAAAAAAAADgrSLcglGis7PpCQAAAAAAAAAAeKsItwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwAAAAAAAAAAAIoJtwCAUevVV3cdAAAAAAAAAKONcAsAGLUOOyzp62t6CgAAAAAAAIDhE24BAKNWR0cyfnzSbjc9CQAAAAAAAMDwTGh6AACAg3HMMU1PAAAAAAAAADB8dtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoNqxw66abbsq8efPS3d2d7u7uzJ8/P3fffffu89u2bcvSpUtzzDHHZNKkSbnooouyefPmfa7Zbrfzta99LdOnT88RRxyRc889N08//fSBPQ0AAAAAAAAAAMAoMKxwa+bMmbn++uuzdu3a/PSnP82HP/zhLF68OI8//niS5LOf/Wz+6Z/+KbfffntWrVqVjRs35qMf/eg+17zhhhvyrW99KzfffHPWrFmTo446KgsXLsy2bdsO/KkAAAAAAAAAAABGsI52u90+mAUmT56cb3zjG/nYxz6W4447Lrfeems+9rGPJUmeeuqpnHzyyVm9enXOOOOMN9zbbrczY8aMfP7zn88f/MEfJEn6+/szderU3HLLLfnEJz6xXzO0Wq309PSkv78/3d3dB/M4AAAAAAAAAAAAB2x/W6Zh7bj163bs2JHbbrstAwMDmT9/ftauXZvt27fn3HPP3X3N3Llzc/zxx2f16tV7XOO5555Lb2/vkHt6enpy+umn7/WeJBkcHEyr1RpyAAAAAAAAAAAAjBbDDrcee+yxTJo0KZ2dnbniiiuyYsWKnHLKKent7c3EiRNz9NFHD7l+6tSp6e3t3eNar38/derU/b4nSZYvX56enp7dx6xZs4b7GAAAAAAAAAAAAI0Zdrh10kkn5ZFHHsmaNWty5ZVX5vd+7/fyxBNPvB2z7dWyZcvS39+/+3jhhRdK/30AAAAAAAAAAICDMWG4N0ycODFz5sxJkpx22mn5yU9+khtvvDEXX3xxXn311fT19Q3ZdWvz5s2ZNm3aHtd6/fvNmzdn+vTpQ+553/vet9cZOjs709nZOdzRAQAAAAAAAAAARoRh77j1m3bu3JnBwcGcdtppOeyww/LAAw/sPrdu3bo8//zzmT9//h7vnT17dqZNmzbknlarlTVr1uz1HgAAAAAAAAAAgNFuWDtuLVu2LOeff36OP/74vPTSS7n11luzcuXK3Hvvvenp6clll12Wz33uc5k8eXK6u7tz9dVXZ/78+TnjjDN2rzF37twsX748H/nIR9LR0ZFrrrkmX//61/Pud787s2fPzle/+tXMmDEjF1544Vv9rAAAAAAAAAAAACPCsMKtX/3qV1myZEk2bdqUnp6ezJs3L/fee2/OO++8JMlf/MVfZNy4cbnooosyODiYhQsX5q/+6q+GrLFu3br09/fv/vzFL34xAwMDufzyy9PX15czzzwz99xzTw4//PC34PEAAAAAAAAAAABGno52u91ueoiD1Wq10tPTk/7+/nR3dzc9DgAAAAAAAAAAMEbtb8s0rnAmAAAAAAAAAAAAItwCAAAAAAAAAAAoJ9wCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAAAAAAAAoJtwCAAAAgNFox45kYKDpKQAAAAA4QMItAAAAABht2u3kU59KJk1KPvvZ5Pnnd313ww158JM3p/cHq5qeEAAAAIA3IdwCAAAAgNFm/frke99Ljj46+cu/TE4/PTn33ORLX8prryXb3ndG0xMCAAAA8CaEWwAAAAAw2vzkJ8nJJyd9fUlHR9JqJT/6UZLkfXO2ZsqszmbnAwAAAOBNTWh6AAAAAABgmC64IHn66V0/Dz88Wb06mTUrWbAgkz/yEX+uCQAAADAKCLcAAAAAYLSZNCn5wz9segoAAAAADoK/vQMAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAAAAAAAAAACgm3AIAxoytW5ueAAAAAAAAAGAX4RYAcMjbvDl57bXkxRebngQAAAAAAABglwlNDwAA8HabOnXXz+OPb3YOAAAAAAAAgNfZcQsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAeNvt3Nn0BAAAAAAji3ALAAAAAHjbbd0q3gIAAAD4dcItAAAAAOBt1W4nRxyx6ycAAAAAu0xoegAAAAAA4NDW0ZEcdljTUwAAAACMLHbcAgAAAAAAAAAAKCbcAgAAAAAAAAAAKCbcAgAAAAAAAAAAKCbcAgAAAAAOzsaNeW3V/83WzQNNTwIAAAAwagi3AAAAAIAD89prycc/nrzjHZnwv/9XXv2fl2TgP19ueioAAACAUWFC0wMAAAAAAKPUjTcmt9++67/Hj8/k985KevzKEQAAAGB/+C0KAAAAAHBAXvzaN/NbHePS8TvvS/75n5OurmTixKbHAgAAABgVvCoRAAAAABi2Lc/05ScTP5inJs5LPv3p5JhjRFsAAAAAw2DHLQAAAABg+I4+Osf9n6syZe2K5LLLmp4GAAAAYNQRbgEAAAAAw3bMMcnRnzkzyZnJ+KanAQAAABh9hFsAAAAAwAEZL9gCAAAAOGDjmh4AAAAAAAAAAABgrBFuAQAAAAAAAAAAFBNuAQAAAAAAAAAAFBNuAQAAAAAAAAAAFBNuAQAANKDdbnoCAAAAAACgSROaHgAAAGC0+ulPk//4j+Sd70xmzEiOOy7p6Ni/ex9/PDn66GTmzLd1RAAAAAAAYIQSbgEAABygjRuTzZuTF19MnngiOfzwXSHWKackkybt+97OzuQd76iZEwAAAAAAGHm8KhEAAOAAnXNO8qEPJccfv+vVhy+/nDz1VPLqq29+74kn7v/uXAAAAAAAwKHHjlsAAAAH6KijkpNP3nXs2JG88MKuHbgmT37ze8f5MxoAAAAAABjThFsAAABvgfHjkxNO2HUAAAAAAAC8GX/jDQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAAAAAAAAAUEy4BQAAwKHr8ceTHTuangIAAAAAAN5AuAUAAMCh66ijkk2bkjvvbHoSAAAAAAAYYkLTAwAAAMDb5oQTdv2cObPRMQAAAAAA4DfZcQsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAsAAAAAAAAAAKCYcAvgbfbaa01PAAAAAAAAAACMNMItgLdRu5309TU9BQAAAAAAAAAw0gi3AN5GHR3J+PG7Ai4AAAAAAAAAgNdNaHoAgEPdb/1W0xMAAAAAAAAAACONHbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKCbcAAAAAAAAAAACKDSvcWr58ed7//venq6srU6ZMyYUXXph169btPr9hw4Z0dHTs8bj99tv3uu6ll176husXLVp04E8FAAAAAAAAAAAwgg0r3Fq1alWWLl2ahx9+OPfdd1+2b9+eBQsWZGBgIEkya9asbNq0achx7bXXZtKkSTn//PP3ufaiRYuG3Pf3f//3B/5UAAAAAAAAAAAAI9iE4Vx8zz33DPl8yy23ZMqUKVm7dm3OOuusjB8/PtOmTRtyzYoVK/Lxj388kyZN2ufanZ2db7gXAAAAAAAAAADgUDSsHbd+U39/f5Jk8uTJezy/du3aPPLII7nsssvedK2VK1dmypQpOemkk3LllVdmy5Yte712cHAwrVZryAEAAAAAAAAAADBadLTb7faB3Lhz585ccMEF6evry0MPPbTHaz7zmc9k5cqVeeKJJ/a51m233ZYjjzwys2fPzjPPPJMvf/nLmTRpUlavXp3x48e/4fo/+qM/yrXXXvuG7/v7+9Pd3X0gjwMAAAAAAAAAAHDQWq1Wenp63rRlOuBw68orr8zdd9+dhx56KDNnznzD+VdeeSXTp0/PV7/61Xz+858f1trPPvtsTjzxxNx///0555xz3nB+cHAwg4ODuz+3Wq3MmjVLuAUAAAAAAAAAADRqf8OtA3pV4lVXXZUf/vCH+fGPf7zHaCtJ7rjjjrz88stZsmTJsNd/17velWOPPTbr16/f4/nOzs50d3cPOQAAAAAAAAAAAEaLCcO5uN1u5+qrr86KFSuycuXKzJ49e6/Xfvvb384FF1yQ4447bthD/fKXv8yWLVsyffr0Yd8LAAAAAAAAAAAw0g1rx62lS5fm+9//fm699dZ0dXWlt7c3vb29eeWVV4Zct379+jz44IP51Kc+tcd15s6dmxUrViRJtm7dmi984Qt5+OGHs2HDhjzwwANZvHhx5syZk4ULFx7gYwEAAAAAAAAAAIxcwwq3brrppvT39+fss8/O9OnTdx8/+MEPhlz3N3/zN5k5c2YWLFiwx3XWrVuX/v7+JMn48ePz6KOP5oILLsh73vOeXHbZZTnttNPyL//yL+ns7DzAxwIAAAAAAAAAABi5OtrtdrvpIQ5Wq9VKT09P+vv7093d3fQ4AACj1s6dybhhpf0AAAAAAADAr9vflsn/lgMAIEkyOJhs2dL0FAAAAAAAADA2CLcAAEiSdHbu2nFr9O/HCgAAAAAAACPfhKYHAABg5Jg6tekJAAAAAAAAYGyw4xYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAA0aNWq5JZbkk2bmp4EAAAAAIBKwi0AAABo0PbtyQc+kEyf3vQkAAAAAABUmtD0AAAAADCWffjDyTh/VgUAAAAAMOb41TAAAAA0SLQFAAAAADA2+fUwAAAAAAAAAABAMeEWAAAAAAAAAABAMeEWAAAAY8prrzU9AQAAAAAACLcAAAAYI3buTJ58Mtm+velJAAAAAAAgmdD0AAAAAFBh27ZkzpzksMOangQAAAAAAIRbAAAAjBFHHtn0BAAAAAAA8P95VSIAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAIxir72W9PU1PQUAAADDJdwCAAAAAIBR7Oc/T/7kT8RbAAAAo41wCwAAAAAARrGHH07OPjvp6mp6EgAAAIZjQtMDAAAAAAAAB+6KK5qeAAAAgANhxy0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwwq3li9fnve///3p6urKlClTcuGFF2bdunVDrjn77LPT0dEx5Ljiiiv2uW673c7Xvva1TJ8+PUcccUTOPffcPP3008N/GgAAAAAAAAAAgFFgWOHWqlWrsnTp0jz88MO57777sn379ixYsCADAwNDrvv0pz+dTZs27T5uuOGGfa57ww035Fvf+lZuvvnmrFmzJkcddVQWLlyYbdu2Df+JAAAAAAAAAAAARrgJw7n4nnvuGfL5lltuyZQpU7J27dqcddZZu78/8sgjM23atP1as91u55vf/Ga+8pWvZPHixUmSv/3bv83UqVNz55135hOf+MQb7hkcHMzg4ODuz61WaziPAQAAAAAAAAAA0Khh7bj1m/r7+5MkkydPHvL93/3d3+XYY4/NqaeemmXLluXll1/e6xrPPfdcent7c+655+7+rqenJ6effnpWr169x3uWL1+enp6e3cesWbMO5jEAAAAAAAAAAABKDWvHrV+3c+fOXHPNNfngBz+YU089dff3n/zkJ/POd74zM2bMyKOPPpovfelLWbduXf7hH/5hj+v09vYmSaZOnTrk+6lTp+4+95uWLVuWz33uc7s/t1ot8RYAAAAAAAAAADBqHHC4tXTp0vz85z/PQw89NOT7yy+/fPd///Zv/3amT5+ec845J88880xOPPHEA5/013R2dqazs/MtWQsAAAAAAAAAAKDaAb0q8aqrrsoPf/jD/PjHP87MmTP3ee3pp5+eJFm/fv0ez0+bNi1Jsnnz5iHfb968efc5AAAAAAAAAACAQ8mwwq12u52rrroqK1asyI9+9KPMnj37Te955JFHkiTTp0/f4/nZs2dn2rRpeeCBB3Z/12q1smbNmsyfP3844wEAAAAAAAAAAIwKwwq3li5dmu9///u59dZb09XVld7e3vT29uaVV15JkjzzzDO57rrrsnbt2mzYsCF33XVXlixZkrPOOivz5s3bvc7cuXOzYsWKJElHR0euueaafP3rX89dd92Vxx57LEuWLMmMGTNy4YUXvnVPCgAAAAAAAAAAMEJMGM7FN910U5Lk7LPPHvL9d77znVx66aWZOHFi7r///nzzm9/MwMBAZs2alYsuuihf+cpXhly/bt269Pf37/78xS9+MQMDA7n88svT19eXM888M/fcc08OP/zwA3wsAAAAAAAAAACAkauj3W63mx7iYLVarfT09KS/vz/d3d1NjwMAAAAAAAAAAIxR+9syDetViQAAAAAAAAAAABw84RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAAAAAAEAx4RYAAAAAMPbs2JH09zc9BQAAADCGCbcAAAAAgLFn+/bk3/6t6SkAAACAMUy4BQAAAACMPevXJ6eemrTbTU8CAAAAjFHCLQAAAAAo9rOfJYODTU8xxp16ajJ5ctLR0fQkAAAAwBgl3AIAAACAYr/zO8natU1PAQAAAECThFsAAAAA0ID585ueAAAAAIAmCbcAAAAAoAHe0AcAAAAwtgm3AAAA4FDz3/+d/OIXTU8BAAAAAMA+CLcAAADgUHPvvckNNyStVtOTAAAAAACwF8ItAAAAONRMm5YceWTS3d30JAAAAAAA7MWEpgcAAAAA3mJnn73rAAAAAABgxLLjFgAAABwiduxIfvHpG5Kbb256FAAAAAAA3oRwCwAAAA4R48cnM45+Jdm6NfnFL5oeBwAAAACAffCqRAAAADhE7NyZbLn4M5k0bTCZObPpcQAAAAAA2Ac7bgEAAMAhYty45J3/4zjRVrH77kuefLLpKQAAAACA0Ua4BQAAAHAQ+vqSrq6mpwAAAAAARhvhFgAAAMBB2LkzmTGj6SkAAAAAgNFmQtMDAAAAAIxmF1/c9AQAAAAAwGhkxy0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAAAAAAIBiwi0AAAAAeDt873tNTwAAAADACCbcAgAAgLGmvz8ZGGh6Cjj0XXxxctRRSV9f05MAAAAAMAIJtwAAAGAsefbZZOHCZObMpieBQ9/EickDDyRHH930JAAAAACMQMItAAAAGEu2bUsefzy55JKmJ4Gx4Ywzmp4AAAAAgBFqQtMDAAAAAIVOOSV56aWmpwAAAAAAGPPsuAUAAAAAAAAAAFBMuAUAAAAAAAAAAFBMuAUAAAAAAAAAAFBMuAUAAAAAAAAAAFBMuAUAAABj1H/+Z9MTAAAAAACMXcItAAAAGGPa7eSpp5I//dOmJwEAAAAAGLuEWwAAADDGdHQk73lPcv31TU8CAAAAADB2TWh6AAAAAKDeuHG7DgAAAAAAmuFXtAAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAAAAAAAAAAAMWEWwAA8P/Yu/cou+vC3vufuSST6wzmRoiESwIkKFXkIiKKUrkIxwsFzylUj6UH67NsoLXWelqfdTy21lKtx65VrbbrKYKnHKRyjlEKFURREMqlyKEYlBAgEAIEk0hmkiGZZGb288coNhKSTDLz/c7Mfr3W2iuZmb03n0FEZ+e9vz8AAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAaG5r1ya33JKsW1d7CQAAAAAATUS4BQAAQHP7nd9JPvnJ5Pvfr70EAJjoNmxInnwy6e2tvQQAAIAxQLgFAABAc/va15ITTkjWr6+9BACY6ObMSRYuTKZPr70EAACAMaC99gAAAACoqr09+dSnaq8AAAAAAKDJOHELAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAD2aGAg+epXk7//+9pLAAAAYGIQbgEAAAAAsEd33ZVcfnny5S/XXgIAAAATQ3vtAQAAAAAAjH2nnJJ8/vNJW1vtJQAAADAxOHELAAAAmFDWr0/6+5Mnnqi9BGDiOfLIZNGi2isAAABgYhBuAQAAABPK5s3J4ODQDQAAAABgrHKpRAAAAGBC+flJMIcfXncHAAAAAMDuOHELAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAALykvr6kt7f2CgBgPBscTJ58svYKAAAAGHuEWwAAALykhx9OOjpqrwAAxrPHHktuuCH5yU9qLwEAAICxRbgFAADAS5o3L2lvr70CABjPfvjDZPr0oYALAAAA+AXhFgAAAC/pwANrLwAAxrsjjkja2pIHH0y2bau9BgAAAMYO75sGAAAAAGDULFmSHHVUsn170uqtxAAAAPACPyYDAAAAMHLuuaf2AmCMmTw56ehIZs4c+j0AAAAwRLgFAAAAwP7bvj355CeHjtYBAAAAAPZIuAUAAADA/ps8OVm2LOnqqr0EAAAAAMYF4RYAAAAAI+OAA2ovAAAAAIBxQ7gFAMBuDQzUXgAAAAAAAAATj3ALAIDd+qM/Sn7602TbttpLAAAAAAAAYOIQbgEAsFunn55Mm5ZMmVJ7CQAAAAAAAEwc7bUHAAAwtp11Vu0FAAAAAAAAMPE4cQsAAACA4XvoodoLAAAAAGBcE24BAAAAMHzCLQAAAADYL8ItAAAAAIZv4cLaCwAAAABgXBNuAQAAADB8xx9fewEAAAAAjGvCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKG1a4ddlll+XEE0/MzJkzM2/evJx77rlZuXLlC1//6U9/mksvvTRLlizJ1KlTc8ghh+R3f/d3093dvdvnveiii9LS0rLT7a1vfeu+fUcAAAAAAAAAAABj3LDCrVtvvTXLli3LXXfdlZtvvjk7duzImWeemd7e3iTJ008/naeffjqf+cxnsmLFilx55ZW58cYbc/HFF+/xud/61rfmmWeeeeH2la98Zd++IwAAAAAAAAAAgDGupdFoNPb1wevXr8+8efNy66235tRTT93lfa699tq85z3vSW9vb9rb23d5n4suuiibNm3K17/+9X3a0dPTk66urnR3d6ezs3OfngMAAAAAAAAAAGB/7W3LNKwTt37Zzy+BOGvWrN3ep7Oz8yWjrZ/73ve+l3nz5mXJkiX5wAc+kI0bN77kffv6+tLT07PTDQAAAAAAAAAAYLzY5xO3BgcH8453vCObNm3K7bffvsv7bNiwIccff3ze85735JOf/ORLPtc111yTadOm5fDDD8+jjz6aj370o5kxY0buvPPOtLW1vej+H//4x/Mnf/InL/q8E7cAAAAAAAAAAICa9vbErX0Otz7wgQ/km9/8Zm6//fYcfPDBuxxwxhlnZNasWbnuuusyadKkvX7uxx57LIsXL863v/3tvOUtb3nR1/v6+tLX17fTX2vhwoXCLQAAAAAAAAAAoKpRvVTiJZdckuuvvz7f/e53dxltbd68OW9961szc+bMLF++fFjRVpIsWrQoc+bMySOPPLLLr3d0dKSzs3OnGwAAAAAAAAAAwHgxrHCr0WjkkksuyfLly3PLLbfk8MMPf9F9enp6cuaZZ2by5Mm57rrrMmXKlGGPWrt2bTZu3JiDDjpo2I8FAAAAAAAAAAAY64YVbi1btixXXXVVrr766sycOTPr1q3LunXrsnXr1iS/iLZ6e3tz+eWXp6en54X7DAwMvPA8S5cuzfLly5MkW7ZsyR/+4R/mrrvuyuOPP57vfOc7eec735kjjjgiZ5111gh+qwAAAAAAAAAAAGND+3Du/MUvfjFJ8uY3v3mnz19xxRW56KKLct999+Xuu+9OkhxxxBE73Wf16tU57LDDkiQrV65Md3d3kqStrS0PPPBAvvzlL2fTpk1ZsGBBzjzzzHziE59IR0fHvnxPAAAAAAAAAAAAY1pLo9Fo1B6xv3p6etLV1ZXu7u50dnbWngMAAAAAAAAAADSpvW2ZhnWpRAAAAAAAAAAAAPafcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAADslQcfTB59tPYKAAAAmBiEWwAAAAAA7JXZs5ONG5PBwdpLAAAAYPwTbgEAAAAAsFeefz5pa0tavbIMAAAA+6299gAAAAAAAMaHRYtqLwAAAICJw/uiAAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAGNYT09y//3JmjW1lwAAAAAAMJKEWwAAADCGPfhgcvDByT331F4CAAAAAMBIEm4BAADAGHb88cmWLcmJJ9ZeAgAAAADASGqvPQAAAAB4aZMnJ4cdVnsFAAAAAAAjzYlbAAAAADCaHnssaTRqrwAAAABgjBFuAQAAAMBo+ZM/Sb71rWRwsPYSAAAAAMYYl0oEAAAAgNHy3/5b0uq9kwAAAAC8mFeNAAAAAGC0iLYAAAAAeAleOQIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAqKm/v/YCAAAAAAAqEG4BAADAaHnssT3fp7VVvAUAAAAA0ISEWwAAADDSNm5MHn88+fa3k+3bd3/f1takra3ILAAAAAAAxo722gMAAABgwlm3LnnuueT979+7+7e0jO4eAAAAAADGHCduAQAAwEjasiV54onkDW+ovQQAAAAAgDFMuAUAAAAjacaM5Iwzaq8AAAAAAGCME24BAADASJs0qfYCAGhq/f1JX1/tFQAAALB7wi0AAAAAACaUHTuSjo7aKwAAAGD3hFsAAAAAAEwoU6fWXgAAAAB7JtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAxoF/+ZfkjjtqrwAAAAAAYKQItwAAAGCMazSGbqtWJf39tdcAAAAAADAS2msPAAAAAHavpSVZujR55SuTdj/JAwAAAABMCF7uBQAAgHFg9uzaCwAAAAAAGEkulQgAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAoJ6BgeRrX0t+8pPaSwCKaq89AAAAAAAAAABoYm97W3LjjUlLS7J6dXLoobUXARThxC0AAAAAAAAAoJ5TT02OPDJpb0+WL6+9BqAY4RYAAABQX6ORXHVVcs89tZcAAAAApf3RHyUbNgy9PrBmTe01AMW4VCIAAABQ18BAcvDByZw5ybvelbz2tbUXAQAAACW1tCSLFycPP5ysXVt7DUAxTtwCAAAA6hgYSPr7k7/+62Tz5mTFimTWrNqrAAAAgBpe9rKh1wkef7z2EoBinLgFAAAAlLdhQ3LcccmMGcnKlcn06UMv0F56ae1lAAAAQA0HHzz0OsGv/ErtJQDFCLcAAACAcvr6kqOOSp58cijUevLJZO7coXDrne+svQ4AAACo5Utfqr0AoDjhFgAAAFDO//yfyZo1SWtr8spXJo89lixZksycmXzqU7XXAQAAAAAUI9wCAAAAyrnllqStbeiErUWLks98Jnnta2uvAgAAAAAoTrgFAAAAlDN79tAlEufMSf7iL5L582svAgAAAACoorX2AAAAAKBJ3Hxz8rWvJRs2JA89lDzwQO1FAAAAAADVCLcAAACA0ffUU8lFFyXPPPOLz518crU5AAAAAAC1CbcAAACA0dfVlfz0p0O/JsnppyczZ9bdBAAAAABQkXALAAAAGH0zZiRf+lKyeXOydGly8MG1FwEAAAAAVNVeewAAAADQJC68MDnyyGT9+uTlL6+9BgAAAACgKuEWAAAAUM4JJ9ReAAAAAAAwJrhUIgAAAIwBjUbtBQAAAABjX19fsmFD7RUAI0O4BQAAAJVt2JAMDNReAQAAADD2tbYmK1bUXgEwMoRbAAAAsK96epLrr9/vp5kyJWlvH4E9AAAAABPcpEnJAQfUXgEwMoRbAAAAsC9Wr06OPjr59V9PPvWp/XqqGTNGaBMAAABAEzj22F1/fmAgGRwsOgVgv3g/LwAAAAzXD3+YfOELQ2/vXLw4+dVfrb0IAAAAoGk9+uhQsLV5c3LMMcnkybUXAewdJ24BAADA3hocTP7mb5ITTxyKt370o+Sii4Y+BgAAAKC4rVuTadOSl788Oe440RYwvjhxCwAAAPZS7z0rMnDTnel8/euTl70s+e53kze9qfYsAAAAgKY1derQDWA8Em4BAADAXrrxqVfl+f94VZY+f29OfN9rkra22pMAAAAAgCaw5urb0/PwuhzzsfOSVhfYmyj8JwkAAAB7odFIenqGrpY496wTRFsAAAAAQDGX/WVrPnHN4jz+0NbaUxhBwi0AAADYCw8+OBRvtbcnc+fWXgMAAAAANJOXv2ZWHulfmDXrp9WewghyqUQAAADYCz/5SdLRkbzqVcn06bXXAAAAAADN5KN/vzSXbk46O2svYSQ5cQsAAAD2wqmnJocfnixZUnsJAAAAANBsWluTrq6kpaX2EkaSE7cAAABgL7S3J69/fe0VAAAAAABMFE7cAgAAAAAAAAAAKEy4BQAAAABAUxscTDZuTO68M9mypfYaAAAAmoVwCwAAAACApjY4mHzzm8nKlclNN9VeAwAAQLMQbgEAAAAA0NTa25Of/CTZvDlpNGqvAQAAoFkItwAAAAAAaHq/8RvJ7NnJK15RewkAAADNor32AAAAAAAAqO3AA5MLLkhavd0ZAACAQvwICgAAAABA02tpEW0BAECz+slPkkceSQYHay+h2fgxFAAAAAAAAACY8DZtGrrBL1u1KvnXf03+z/+pvYRm41KJAAAAAAAAAMCEtmFD8q1vJQsXJm98Y+01jDW/8ivJnDnJkiW1l9BsnLgFAAAAADBG/fSJzbUnAADAhNDfn7zsZcmkSbWXMBZ1doq2qMOJWwAAAAAAY9FDD2XaB/8o/Vs2pf2WbyWTJ9deBAAA49b8+cnZZ9deAbAzJ24BAAAAAFQ0MJA88EByzTXJ4OC/+8Ihh2TKeeek9S2nJdu3V9sHAAAAjA4nbgEAAAAAlLRhQzJ7dtLSkiS54YbkttuSlSuTd74zmTr1Z/ebNi15//vTOjiYtHoPLgAAAEw0wi0AAACaWl9f0taWtPsJGYDRdOONQ0dqrVqVPPJI8o53JFu3Jp/+dFavXpApU5IlS5JGYxePFW0BAMDY1Wi88KYMgOHyEz8AAABNq79ftAVAAb29yXnnJffem/zbvw0dqbV6dXL33clv/3bedmpPOjqSRYuSdetqjwUAAIZl06bk2Wdf4l0YALvnpWkAAACalmALgCI+85lk7tzksceSk05K3ve+pKsrWb48efDBLP7S/5sPf/pzuffeoXgLAAAYR172smRw0MlbwD7xEjUAAAAAwGjp60uuumroiMfLL08uvPAXX7vjjuS++5L3vz9TpyZvfGO9mQAAwH5weXNgH7U0GuP/vL6enp50dXWlu7s7nZ2dtecAAAAAAPzC1q1Dv06duvPne3uTjRuTQw4pvwkAAAAYNXvbMjlxCwAAAAAoa+vW5Omnk8WLay8p45eDrZ+bPn3oBgAAADQl5/UBAAAATanRSO65p/YKaFIbNyZ/8RdD/0UEAABg3Fi9+heHCgP7T7gFAAAANKWWluTHP062bau9BJrQ9u3J976XPPZY7SUAAADspXvuSW6/PfmHf6i9BCYO4RYAAADQtM4+O2n16giUt2hRsmpV81wqEQAAYAL4+Y9wr3lN3R0wkbTXHgAAAABQy7x5tRdAE9uxI1mxIpkzJ1m4sPYaAAAA9mD27OQ//+faK2BiEW4BAAAAAOUtW5Y8/HCyZk1y003JkUfWXlTVD36QHHhgMn9+0u5VWwAAAGgKLgYAAAAAAJT3nvcMXav0zDOHLp3Y5FauHDqAbOPG2ksAAACAUrx3CwAAAAAo79RTk69+dahWamurvaa6d70raTSSjo7aSwAAAIBShFsAAAAAQB1z5iRvfnPtFWPC5Mm1FwAAAACluVQiAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAACjpoYeS226rvQIAAAAAqEy4BQAAAFDK888np5ySfOUrybZttdcAAAAAABUJtwAAAABKmTYtOe20pK0t6eiovQYAAAAAqKi99gAAAACACeWEE5IHHxy6JOKhh7746//7f5ffBAAAAACMOU7cAgAAABhJ69YlkycnRx1VewkAAAAABTQatRcwXgm3AAAAAEbSTTclF1yQ/Nu/1V4CAAAAwCh7/vnkiiuSDRtqL2E8cqlEAAAAgJH0ylcmf/d3tVcA0KwGBpLrrkte8YpkyZLaawAAYMIbHEw6OpL+/tpLGI+EWwAAAAAAMFE8/HBy883JmjXCLQAAKGDGjOTd7669gvFKuAUAAAAAABPFkiXJmWcmxx5bewkAAAB7INwCAAAAAICJorU1Offc2isAAADYC621BwAAAAAAAAAAADQb4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAwNjw9NPJ44/XXgEAAABQRHvtAQAAAAAA+chHkvXrk//7f5MvfSk57rjaiwAAAABGlRO3AAAAAID6TjopueOOZNu25AMfSDZvrr0IAAC45Zbk4ouTz32u9hKACcmJWwAAAABAfeefnzzxRHL33cnq1UlLS+1FAADQ9B6+5cn86P5D8rLe5E2X1l4DMPEItwAAAACAseFDH0q2bk2mTq29BAAASLKwa3M2tmzI4I6ZtacATEjCLQAAAABg7BBtAQDAmDH1+Y05ec6qNN6wuPYUgAlJuAUAAAAAAAAAvNh//+/J9u1p6e+vvQRgQhJuAQAAAAAAAAC7Nnny0A2AESfcAgAAANiTxx9P/tf/SmbOTKZMSbq6kjPOSGbNqr2siP7+pN2rSMBo2bIlmTGj9goAAAAozktuAAAAAHty0EHJypXJU08lU6cms2cnfX3Je99be1kRg4O1FwATUn9/8tWvDv079rTTaq8BAODfWbs2efLJ5LDDhv7vGgCjo7X2AAAAAIAxr6MjufTS5DWvGfr94sVNE20lrogBjJK2tuTcc38RbQ0MVJ0DAMAvzJo1dNj0c8/VXgIwsTlxCwAAAGBvnHji0A2AkdHSkkybNvT7bduS1tahmAsAgOqmTUte8YraKwAmPuEWAAAAAAB1TZok2gIAAKDpuFQiAAAAAAB1ibYAAABoQsItAAAAAIB9ccMNyY4dtVcAAAAA45RwCwAAAABguB59NDnllKFL/AEAAADsg/baAwAAAAAAxp3Fi2svAAAAAMY5J24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAICiBgaSlSuTnp7aSwAAAKAe4RYAAAAAAEUM9u1Ifvu30/bN6zN5UiNTp9ZeBAAAAPUItwAAAAAAKGLDFf+UR6/51zz59g/kiS/ekIGB2osAAACgnvbaAwAAAAAAaA7zTjgk87b8W7JgQRaeMTmZUnsRAAAA1CPcAgAAAACgjBNOSAYGklYXgwAAAAA/HQMAAAAAUI5oCwAAAJIItwAAAAAAAAAAAIoTbgEAAAAAjFM7diSDg7VXAAAAAPtCuAUAAAAAME499FDy7W8nzzxTewkAAAAwXMMKty677LKceOKJmTlzZubNm5dzzz03K1eu3Ok+27Zty7JlyzJ79uzMmDEj559/fp599tndPm+j0cjHPvaxHHTQQZk6dWpOP/30rFq1avjfDQAAAABAE5k1K5k3L+nrq70EAAAAGK5hhVu33nprli1blrvuuis333xzduzYkTPPPDO9vb0v3Of3f//380//9E+59tprc+utt+bpp5/Oeeedt9vn/fSnP52//uu/zt/+7d/m7rvvzvTp03PWWWdl27Zt+/ZdAQAAAAA0gZe/PDn22OSww2ovAQAAAIarpdFoNPb1wevXr8+8efNy66235tRTT013d3fmzp2bq6++Ou9617uSJA899FCOPvro3HnnnXnd6173oudoNBpZsGBB/uAP/iAf/vCHkyTd3d058MADc+WVV+aCCy7Y446enp50dXWlu7s7nZ2d+/rtAAAAAAAAAAAA7Je9bZmGdeLWL+vu7k6SzJo1K0nygx/8IDt27Mjpp5/+wn2WLl2aQw45JHfeeecun2P16tVZt27dTo/p6urKSSed9JKP6evrS09Pz043AAAAAAAAAACA8WKfw63BwcF88IMfzCmnnJJjjjkmSbJu3bpMnjw5BxxwwE73PfDAA7Nu3bpdPs/PP3/ggQfu9WMuu+yydHV1vXBbuHDhvn4bAAAAAAAAAAAAxe1zuLVs2bKsWLEi11xzzUju2St//Md/nO7u7hduTz75ZPENAAAAAEwwzz2XXHddsnVr7SUAAAAANIH2fXnQJZdckuuvvz633XZbDj744Bc+P3/+/Gzfvj2bNm3a6dStZ599NvPnz9/lc/38888++2wOOuignR5z7LHH7vIxHR0d6ejo2JfpAAAAALBrRx2VdHcnr31tcvvttdcAAAAAMMEN68StRqORSy65JMuXL88tt9ySww8/fKevH3/88Zk0aVK+853vvPC5lStXZs2aNTn55JN3+ZyHH3545s+fv9Njenp6cvfdd7/kYwAAAABgxHV1JY1G8tRTtZcAAAAA0ASGFW4tW7YsV111Va6++urMnDkz69aty7p167L1Z8fHd3V15eKLL86HPvShfPe7380PfvCD/NZv/VZOPvnkvO51r3vheZYuXZrly5cnSVpaWvLBD34wf/Znf5brrrsuP/zhD/Pe9743CxYsyLnnnjty3ykAAAAA7M6xxyb9/cnpp9deAgAAAEATGNalEr/4xS8mSd785jfv9PkrrrgiF110UZLkr/7qr9La2przzz8/fX19Oeuss/KFL3xhp/uvXLky3d3dL3z8kY98JL29vXn/+9+fTZs25Q1veENuvPHGTJkyZR++JQAAAADYB0cfnZx0UjJ3bu0lAAAAADSBlkaj0ag9Yn/19PSkq6sr3d3d6ezsrD0HAAAAgPGmvz9ZvHgo3nrPe4ZuAAAAALAP9rZlGtalEgEAAABgQmpvT3784+S9700uvLD2Gmg6g4PJ2rW1VwAAAEBZwi0AAAAASJJp05Lf+I2kra32Emg6N9yQ3Hxzsn597SUAAABQTnvtAQAAAAAApfU9P5COaSK92h56KFmxIunpSSZNGvp17tzaqwAAAKAMJ24BAAAAAE3nxq9trj2BJHPmJL29SaORzJ+fLF5cexEAAACU48QtAAAAAKDptLTUXkAyFG69/vXJwQcnU6fWXgMAAABlCbcAAAAAgKbztl/vrD2BnznyyNoLAAAAoA6XSgQAAAAAmk5ru5dGAQAAgLq8OgEAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAALBbg4O1F8AouvTS5L77aq8AAACakHALAAAAAIDd2rw5uf/+5Oabay+BUfD2tyc33VR7BQAA0ITaaw8AAAAAAGBs6+pKjj12L+/caCQDA0O/Tpo0mrNgZJx55tA/rwAAAIU5cQsAAAAAgP33z/+cPPJI8ulPJ9/6VtLSUnsR7L2zzqq9AAAAaELCLQAAAAAA9t+3vpU8+GDy7ncnP/5xsn597UUAAAAwprU0GuP//N+enp50dXWlu7s7nZ2dtecAAAAAADSX/v6haymuWFF7CQAAAFS3ty2TE7cAAAAAANg/7e2iLQAAABgm4RYAAAAAAAAAAEBhwi0AAACAETA4OHQDGEv6+5OtW2uvAAAAAHZFuAUAAAAwAlpbh24AY8kddyQ33SQsBQAAgLGovfYAAAAAAABGx1FHJQMDwlIAAAAYi4RbAAAAAAAT1EEH1V4AAAAAvBTvswIAAAAAAF7s7/4u2by59goAAIAJS7gFAAAAAMDI6+tLPv/55HvfS3p7s2NHsn59MjhYexh7ZXAwufHG5Kmnai8BAACYsFwqEQAAAACAkdfWltx3X3LttcmqVRl8/6X59pI/ztFHJ8ceW3sce9TamvzjPyaTJ9deAgAAMGE5cQsAAAAAgJH30EPJ1VcnjUZy3HHp+MjvZdasZGBg6FOMA6MZbW3alPzrv/qHAQAAaGpO3AIAAAAAYOQdc0yydWvS3T1Ua02blrPOqj2KMeNTn0oefjj5rd9K3va22msAAACqEG4BAAAAADA6WlqSAw4Ylaf+0Xv/PIceOzvT33l6snjxqPw1GEWve13S15ecc07tJQAAANW4VCIAAAAAAOPOYX/70dzbc2TS7v3J49I735l89rNJqz+mAAAAmpefaAEAAAAAGHc6OpKTP/qryeTaSwAAAGDfCLcAAAAAABh32tqGbgAAADBeOYMYAAAAAIB9NzhYewEAAACMS8ItAAAAgF/S25v09dVeATAO9PfXXgAAAADjlnALAAAA4JesWJHcc0+ycWPtJUBNvb3J3Xcnzz9fe8kY1to6dAMAAACGrb32AAAAAICx5qSTkq1btQjQ7KZPT9auTQ44IFmypPaaMcq/KAEAAGCf+akaAAAAIEmeeCLZvj3Zti1JMnVq0tFReRNQVX9/smlTcsQRtZcAAAAAE5FwCwAAAGDVqmTp0uS//Jdk5craa4Axor09ufjipK2t9hIAAABgIhJuAQAAABxxRPLlLyeTJiXHHFN7DQAAAADQBNprDwAAAACorqUlOeus5B3vcLQOAAAAAFCEcAsAAAAgSbq6ai8AAAAAAJqISyUCAAAAAAAAAAAUJtwCAAAAAGDE9fcnAwO1VwAAAMDYJdwCAAAAAGBEDQ4mf/qnye/8TvLss7XXjD3PPFN7AQAAAGOBcAsAAAAAgP3T37/ThytWJH19yebNyXPPVdo0Rg0OJvfdN/T35pprkgceqL0IAACAWtprDwAAAAAAYJz7/veT00574cNXvSppbU0mTUqWLKm4awzavj056KBk06bkiSeSrq6hv18AAAA0H+EWAAAAAAD7p/3FLzUfc0yFHePAlCnJcccN/f6885KFC+vuAQAAoB7hFgAAAAAA++eNb6y9YFw68sjaCwAAAKiptfYAAAAAAADGt0YjefLJ2isAAABgfBFuAQAAAACwXx58MPnzP08++9lk+/baawAAAGB8EG4BAAAAABPStm3Jvfcmq1bVXjKxNRrJihVDf7+3bUs+/vFk7draqwAAAGDsE24BAAAA7EGjkWzZUnsFMFzd3cn69cnGjbWXTGwtLckFFyT/9b8ma9YkS5b4dyYAAADsjfbaAwAAAADGupaWZPr02iuA4ZozJznssOTww2svaQ5LlyZ/+qfJ7NlJW1vtNQAAADD2CbcAAAAA9kKjMRRwAeNHW1ty9NG1VzSXefNqLwAAAIDxw6USAQAAAPZCq1dRAIat0UgGBmqvAAAAgLHJS44AAAAAAIy4p55KPvax5Pd+L3n66dprAAAAYOxxqUQAAAAAAEbcQQclS5cm55yTdHbWXgMAAABjjxO3AAAAAAAYca2tyTvekTzySNLTU3sNAAAAjD3CLQAAAAAARsV3vpP8/d8nN95YewkAAACMPS6VCAAAAADAqPgP/yE56qjk+edrLwEAAICxR7gFAAAAAMComDQpOfLIocsmAgAAADsTbgEAAAAAMGomTaq9AAAAAMYm73MCAAAAAKC6vr7k8ceTwcHaSwAAAKAM4RYAAAAAANXdfXdy++3JvffWXgIAAABluFQiAAAAAADVvepVSUdHMnt27SUAAABQhhO3AAAAAAAmsMHBZGCg9oo9a2tL5sxJFi+uvQQAAADKcOIWAAAAAMAEtnlzsn59MmNGMn9+7TUvbebMoRsAAAA0CyduAQAAAABMYFOnJnPnJs89t2+P7+tLtm8f+v0PfpBs2rTvz1VDT0/SaNReAQAAAC8m3AIAAAAAmMAmT066upKjj963x993X9LdnezYkax+dCC337g5t946shtH07ZtyR13JFu21F4CAAAAO3OpRAAAAAAAXtLJJw9darGlJTnnbW1py7Q8v74nSWftaXtl3ryhm1O3AAAAGGuEWwAAAAAA7NbcuUO/trcnSVs6Dh0f0da/19JSewEAAADszKUSAQAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAACAierxx5MNG2qvAAAAAHZBuAUAAAAAMFFt354891ztFQAAAMAutNceAAAAAADAKDnwwNoLAAAAgJcg3AIAAAAAxp/nn0+mTElaXVRgt7q6ai8AAAAAXoJwCwAAAAAYX9avT77xjeSJJ5JPfKL2GmhOV1+dPPRQ8trXJm97W+01AAAA45K3owEAAAAA40tnZ7JyZdLdXXsJNK//9J+SDRuSVatqLwEAABi3nLgFAAAAAIwvHR3J8ccnZ55Zewk0r/b25AtfqL0CAABgXBNuAQAAAADjzwUX1F4AVPDEE8mjjyZ9fcnZZ9deAwAAsH+EWwAAAAAAwLgwdWoyZUrSaNReAgAAsP+EWwAAAAAAwLgwb97QTbgFAABMBK21BwAAAAAAAAxHS0vtBQAAAPtPuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAIwh/f21FwAAAAAlCLcAAAAAAMaI7duTRx6pvQIAAAAoQbgFAAAAADBGTJqULFlSewUAAABQQnvtAQAAAAAADGlpqb0AAAAAKMWJWwAAAAAAAAAAAIUJtwAAAAAAAABgBDQaycBAMjhYewkA44FLJQIAAAAAAADACGhpSdraaq8AYLxw4hYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAGgy27cnjUbtFdDchFsAAAAAAAAAAE2ktzf5xjeSO+6ovQSam3ALAAAAAAAmuJ6eZNu22isAABgLGo1kw4bkgAOSE06ovQaaW3vtAQAAAAAAwOh54IFk7drknHNqLwEAYCxoaUkOPTSZPTuZMqX2Gmhuwi0AAAAAAJjAlixJFi2qvQIAgLFmxozaCwDhFgAAAAAATGAdHUM3AAAAxpbW2gMAAAAAAAAAAACajXALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAABoCj/67rMZvPyKpNGoPQUAAAAAhFsAAAAATHzbHng4h37gnGy54dZsffzZ2nMAAAAAIO21BwAAAADAaJty+EEZ+H9+Mz89/T+m8/D5tecAAAAAgHALAAAAgCYwc2bafv93M7f2DgAAAAD4GZdKBAAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAprrz0AAAAAAMaadeuSBx9MZsxITjqp9hoAAAAAJiInbgEAAADAL+nuHoq3Hnmk9hIAAAAAJirhFgAAAAD8kkMPTQYHk2OPTR5+uPYaAAAAACYi4RYAAAAA/JIpU5JXv3oo2lq0qPYaAAAAACYi4RYAAAAA7MIxxySvelXS3p7k6quTH/2o9iQAAAAAJhDhFgAAAADsQmtrsnhxkssvH7pdfHFy001Jo1F7GgAAAAATgHALAAAAAHZn69Zk7dpk0qTkf/yP5A//sPYiAAAAACYA4RYAAAAA7M4llyRf+Upy+unJ9OnJ+96XfPaz2fyjJ2svAwAAAGAca689AAAAAADGvOOOG7pt25b8+Md56oobc92U383rdySvfnXtcQAAAACMR07cAgAAAIC9NWVKcsgheejD/1/a2tvT11d7EAAAAADjlRO3AAAAAGA4Zs/OW35zdk4bTLZvrz0GAAAAgPHKiVsAAAAAsI86OmovAAAAAGC8Em4BAAAAwD547rmkt7f2CgAAAADGK+EWAAAAAOyD3t5kxozaKwAAAAAYr4RbAAAAALAPDjmk9gIAAAAAxjPhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAIBh6elJBgdrrwAAGN/aaw8AAAAAAAAAxo/Nm5N//uekpSU555xk5szaiwAAxifhFgAAAAAAALBXnn46+d73huKt9vZk2zbhFgDAvhJuAQAAAAAAAHv04IPJnXcmkycnhxySnHxycsABtVcBAIxfwi0AAAAAAABgt+66K1mxIhkcTBYuTE49NWlrq70KAGB8ax3uA2677ba8/e1vz4IFC9LS0pKvf/3rO329paVll7e//Mu/fMnn/PjHP/6i+y9dunTY3wwAAAAAAAAwsp6+4qb86EfJpEnJCSckp50m2gIAGAnDDrd6e3vz6le/On/zN3+zy68/88wzO92+9KUvpaWlJeeff/5un/eVr3zlTo+7/fbbhzsNAAAAAAAAGGELjpqRQ568Pa95TXLccbXXAABMHMO+VOLZZ5+ds88++yW/Pn/+/J0+/sY3vpHTTjstixYt2v2Q9vYXPRYAAAAAAACo7JRTcvox3UlX7SEAABPLsE/cGo5nn302N9xwQy6++OI93nfVqlVZsGBBFi1alHe/+91Zs2bNS963r68vPT09O90AAAAAAACAUdKl2gIAGGmjGm59+ctfzsyZM3Peeeft9n4nnXRSrrzyytx444354he/mNWrV+eNb3xjNm/evMv7X3bZZenq6nrhtnDhwtGYDwAAAAAAAAAAMCpaGo1GY58f3NKS5cuX59xzz93l15cuXZozzjgjn/vc54b1vJs2bcqhhx6az372s7s8rauvry99fX0vfNzT05OFCxemu7s7nZ2dw/prAQAAAAAAAAAAjJSenp50dXXtsWVqH60B3//+97Ny5cr84z/+47Afe8ABB+Soo47KI488ssuvd3R0pKOjY38nAgAAAAAAAAAAVDFql0q8/PLLc/zxx+fVr371sB+7ZcuWPProoznooINGYRkAAAAAAAAAAEBdww63tmzZkvvvvz/3339/kmT16tW5//77s2bNmhfu09PTk2uvvTbve9/7dvkcb3nLW/L5z3/+hY8//OEP59Zbb83jjz+ef/mXf8mv/dqvpa2tLRdeeOFw5wEAAAAAAAAAAIx5w75U4r333pvTTjvthY8/9KEPJUl+8zd/M1deeWWS5Jprrkmj0XjJ8OrRRx/Nhg0bXvh47dq1ufDCC7Nx48bMnTs3b3jDG3LXXXdl7ty5w50HAAAAAAAAAAAw5rU0Go1G7RH7q6enJ11dXenu7k5nZ2ftOQAAAAAAAABjUqORDA4mbW21lwDAxLW3LdOwL5UIAAAAAAAAwPizZUvyD/+QrF1bewkAkAi3AAAAAAAAAJrClCnJOecMnboFANTXXnsAAAAAAAAAAKOvvT2ZMyfp6qq9BABInLgFAAAAAAAA0FQmTaq9AABIhFsAAAAAAAAAAADFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAwASxeXOyfXvtFQDA3hBuAQAAAAAAAEwQP/5xctVVydattZcAAHsi3AIAAAAAAACYIB55JNmxI3n00dpLAIA9EW4BAAAAAAAATBBHHZW0tCQLFtReAgDsSXvtAQAAAAAAAACMjOOPT2bNGroBAGObE7cAAAAAAAAAJoiWlmTRotorAIC9IdwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAA8DOPPVZ7AQAAANAshFsAAAAAAD9z2GFJf3/tFQDA7vjfagBgohBuAQAAAAD8zPbtybZttVcAALtzxx3J3Xcnvb21lwAA7J/22gMAAAAAAMaKKVNqLwAA9uRNbxo6dWtwsPYSAID9I9wCAAAAAAAAxpV2f8oJAEwALpUIAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAMaVLVuSzZuT/v7kwQdrrwEA2DfttQcAAAAAAAAADMeMGcnAQNLdnRx8cO01AAD7RrgFAAAAAAAAjDttbUlnZ9LuTzwBgHHKpRIBAAAAAACAcanR2Pv7DgwkPT1Jb+/o7QEAGA7hFgAAAAAAADAutbXt/X2feip58slky5bR2wMAMBwODgUAAAAAAADGpdZhHFNxyCGjtwMAYF84cQsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcItAAAAAAAAAACAwoRbAAAAAAAAAAAAhQm3AAAAAAAAAAAAChNuAQAAAAAAAAAAFCbcAgAAAAAAAAAAKEy4BQAAAAAAAAAAUJhwCwAAAAAAAAAAoDDhFgAAAAAAAAAAQGHCLQAAAAAAAAAAgMKEWwAAAAAAAAAAAIUJtwAAAAAAAAAAAAoTbgEAAAAAAAAAABQm3AIAAAAAAAAAAChMuAUAAAAAAAAAAFCYcAsAAAAAAAAAAKAw4RYAAAAAAAAAAEBhwi0AAAAAAAAAAIDChFsAAAAAAAAAAACFCbcAAAAAAAAARlCjkVx/fdLTU3sJADCWtdceAAAAAAAAADCRNBrJm96UzJxZewkAMJY5cQsAAAAAAABgBLW2JtOn114BAIx1wi0AAAAAAACAEdbqT2IBgD3wfxcAAAAAAAAAAAAKE24BAAAAAAAAAAAUJtwCAAAAAAAAAAAoTLgFAAAAAAAAAABQmHALAAAAAAAAAACgMOEWAAAAAAAAAABAYcMOt2677ba8/e1vz4IFC9LS0pKvf/3rO339oosuSkvL/9/e3cbmVdd9AP92znaW0Y04uo6wyLDJyAhjuMjcRLO558woiRrIIjJQ1LpocDI6ghsoQccWUOMIyyR19Y2KQYimOq3DkqhFlNlMUIkjG1O3lgc3S7lxk9H7BTf1bvbUQnuuPnw+yUl2Xdf/9PqdN9+cnn17TlmvbdmyZaf9uXfffXfOO++8jBs3LnPmzMmjjz7a39EAAAAAAAAAAACGhX4Xt1588cVcfPHFufvuu0+6ZtmyZTl48GDP9t3vfveUP/P73/9+1qxZk1tuuSW7du3KxRdfnKVLl+aZZ57p73gAAAAAAAAAAABD3tj+7rB8+fIsX778lGsqKipSU1PT559511135brrrss111yTJNm6dWuamprS0NCQdevW9XdEAAAAAAAAAACAIa3fd9zqi5aWllRXV2f69Ompq6vL888/f9K1R48ezWOPPZZFixb9d6gxY7Jo0aK0traecJ8jR46ks7Oz1wYAAAAAAAAAADBcDHhxa9myZfnOd76TnTt35o477sjDDz+c5cuX59ixYydc/9xzz+XYsWOZPHlyr/cnT56c9vb2E+7z1a9+NRMmTOjZpk6dOtCHAQAAAAAAAAAAMGj6/ajE07nyyit7/n3RRRdl5syZefvb356WlpYsXLhwQL7jpptuypo1a3ped3Z2Km8BAAAAAAAAAADDxqA8KvH/O//88zNp0qTs2bPnhJ9PmjQpb3rTm9LR0dHr/Y6OjtTU1Jxwn4qKilRVVfXaAAAAAAAAAAAAhotBL279/e9/z/PPP58pU6ac8PPy8vLMnj07O3fu7HnvlVdeyc6dOzN37tzBHg8AAAAAAAAAAKBw/S5udXV1pa2tLW1tbUmSvXv3pq2tLfv3709XV1fWrl2bRx55JPv27cvOnTvzwQ9+MLW1tVm6dGnPz1i4cGG2bNnS83rNmjX51re+lcbGxvz5z39OXV1dXnzxxVxzzTVv/AgBAAAAAAAAAACGmLH93eH3v/99FixY0PN6zZo1SZKrr74699xzT3bv3p3GxsYcPnw455xzTpYsWZLbbrstFRUVPfs89dRTee6553peX3HFFXn22WezYcOGtLe3Z9asWdmxY0cmT578Ro4NAAAAAAAAAABgSCrr7u7uLvUQb1RnZ2cmTJiQf/3rX6mqqir1OAAAAAAAAAAAwCjV1y5Tvx+VCAAAAAAAAAAAwBujuAUAAAAAAAAAAFAwxS0AAAAAAAAAAICCKW4BAAAAAAAAAAAUTHELAAAAAAAAAACgYIpbAAAAAAAAAAAABVPcAgAAAAAAAAAAKJjiFgAAAAAAAAAAQMEUtwAAAAAAAAAAAAqmuAUAAAAAAAAAAFAwxS0AAAAAAAAAAICCKW4BAAAAAAAAAAAUTHELAAAAAAAAAACgYIpbAAAAAAAAAAAABVPcAgAAAAAAAAAAKJjiFgAAAAAAAMAw9T//kzzwQPLUU6WeBADor7GlHgAAAAAAAACA16eyMlm4MHn55VJPAgD0l+IWAAAAAAAAwDA2dmxy5pmlngIA6C/FLQAAAAAAAIBhrLKy1BMAAK/HmFIPAAAAAAAAAAAAMNoobgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRMcQsAAAAAAAAAAKBgilsAAAAAAAAAAAAFU9wCAAAAAAAAAAAomOIWAAAAAAAAAABAwRS3AAAAAAAAAAAACqa4BQAAAAAAAAAAUDDFLQAAAAAAAAAAgIIpbgEAAAAAAAAAABRsbKkHGAjd3d1Jks7OzhJPAgAAAAAAAAAAjGavdZhe6zSdzIgobr3wwgtJkqlTp5Z4EgAAAAAAAAAAgFc7TRMmTDjp52Xdp6t2DQOvvPJKDhw4kDPPPDNlZWWlHgdGpc7OzkydOjV/+9vfUlVVVepxAIhsBhiKZDPA0CSfAYYe2QwwNMlngL7p7u7OCy+8kHPOOSdjxow56boRccetMWPG5Nxzzy31GECSqqoqJ2kAQ4xsBhh6ZDPA0CSfAYYe2QwwNMlngNM71Z22XnPyShcAAAAAAAAAAACDQnELAAAAAAAAAACgYIpbwICoqKjILbfckoqKilKPAsD/kc0AQ49sBhia5DPA0CObAYYm+QwwsMq6u7u7Sz0EAAAAAAAAAADAaOKOWwAAAAAAAAAAAAVT3AIAAAAAAAAAACiY4hYAAAAAAAAAAEDBFLcAAAAAAAAAAAAKprgFAAAAAAAAAABQMMUtoF9uv/32zJs3L5WVlZk4ceIJ13zuc5/L7NmzU1FRkVmzZh33+b59+1JWVnbc9sgjjwzu8AAj1EBkc5Ls3r0773nPezJu3LhMnTo1mzZtGryhAUaBvuTz/v37s2LFilRWVqa6ujpr167Nyy+/3PN5S0vLCc+d29vbCzoKgJFlILI5eTWf3/GOd6SioiK1tbXZvn374A8PMIrs2rUrixcvzsSJE/PWt741n/zkJ9PV1dVrzYnOk7/3ve+VaGKAka8v2dyXc2kAelPcAvrl6NGj+chHPpK6urpTrrv22mtzxRVXnHLNL37xixw8eLBnmz179kCOCjBqDEQ2d3Z2ZsmSJXnb296Wxx57LJs3b86tt96abdu2DcbIAKPC6fL52LFjWbFiRY4ePZrf/OY3aWxszPbt27Nhw4bj1j755JO9zp2rq6sHe3yAEWkgsnnv3r1ZsWJFFixYkLa2tlx//fX5xCc+kZ/97GdFHQbAiHbgwIEsWrQotbW1+e1vf5sdO3bkiSeeyKpVq45b++1vf7vXefLll19e+LwAo0Ffsrk/1zkA+K+y7u7u7lIPAQw/27dvz/XXX5/Dhw+fdM2tt96aBx98MG1tbb3e37dvX6ZNm5Y//OEPJ73rCwD990ay+Z577snNN9+c9vb2lJeXJ0nWrVuXBx98MH/5y18GcWqAke9k+fzTn/4073//+3PgwIFMnjw5SbJ169bU19fn2WefTXl5eVpaWrJgwYIcOnTopHeGAaD/3kg219fXp6mpKY8//njPfldeeWUOHz6cHTt2FHkYACPStm3bsn79+hw8eDBjxrx6/4E//vGPmTlzZv7617+mtrY2yat33HrggQeUtQAK0Jds7su5NADHc8ctoGQ+8IEPpLq6Opdddll+9KMflXocgFGttbU1733ve3v98rx06dI8+eSTOXToUAknAxi5Wltbc9FFF/VczExezd7Ozs488cQTvdbOmjUrU6ZMyeLFi/PrX/+66FEBRo2+ZHNra2sWLVrUa7+lS5emtbW10FkBRqojR46kvLy8pxiQJG95y1uSJL/61a96rV29enUmTZqUSy+9NA0NDXGvAoDB0Zds7s91DgD+S3ELKNz48eNz55135gc/+EGamppy2WWX5fLLL1feAiih9vb2Xr9QJ+l53d7eXoqRAEa8vmTvlClTsnXr1tx///25//77M3Xq1MyfPz+7du0qfF6A0aAv2XyyNZ2dnXnppZeKGRRgBHvf+96X9vb2bN68OUePHs2hQ4eybt26JMnBgwd71n35y1/Offfdl+bm5nzoQx/KZz7zmXzzm98s1dgAI1pfstk1ZoDXR3ELyLp161JWVnbKbSAfkzVp0qSsWbMmc+bMyTvf+c5s3LgxH/3oR7N58+YB+w6A4a7obAagb4rO5+nTp+dTn/pUZs+enXnz5qWhoSHz5s3L1772tQH7DoDhzrkzwPDQ17y+8MIL09jYmDvvvDOVlZWpqanJtGnTMnny5F53elm/fn3e/e5355JLLkl9fX1uvPFG15gB+mmgsxmA/htb6gGA0vvCF76QVatWnXLN+eefP6gzzJkzJ83NzYP6HQDDSdHZXFNTk46Ojl7vvfa6pqZmwL4HYLgbyHyuqanJo48+2uu9vmTvpZdeetwjYgBGs6Kz+WTnzlVVVT2PiwHgeP3J65UrV2blypXp6OjIGWeckbKystx1112nzPM5c+bktttuy5EjR1JRUTGQowOMWAOZza/3OgfAaKe4BeTss8/O2WefXdIZ2traMmXKlJLOADCUFJ3Nc+fOzc0335z//Oc/efOb35wkaW5uzvTp03PWWWcVNgfAUDeQ+Tx37tzcfvvteeaZZ1JdXZ3k1eytqqrKjBkzTrqfc2eA3orO5rlz5+YnP/lJr/2am5szd+7cAZkBYKR6PXn92iO2GhoaMm7cuCxevPika9va2nLWWWcpbQH0w0Bm8+u9zgEw2iluAf2yf//+/POf/8z+/ftz7NixtLW1JUlqa2szfvz4JMmePXvS1dWV9vb2vPTSSz1rZsyYkfLy8jQ2Nqa8vDyXXHJJkuSHP/xhGhoacu+995bikACGvYHI5pUrV+ZLX/pSPv7xj6e+vj6PP/54vvGNb3gUF8AbcLp8XrJkSWbMmJGrrroqmzZtSnt7e774xS9m9erVPf/Z9PWvfz3Tpk3LhRdemH//+9+5995789BDD+XnP/95CY8MYPgaiGz+9Kc/nS1btuTGG2/Mtddem4ceeij33XdfmpqaSnhkACPLli1bMm/evIwfPz7Nzc1Zu3ZtNm7cmIkTJyZJfvzjH6ejoyPvete7Mm7cuDQ3N+crX/lKbrjhhtIODjCCnS6b+3IuDcDxyrq7u7tLPQQwfKxatSqNjY3Hvf/LX/4y8+fPT5LMnz8/Dz/88HFr9u7dm/POOy+NjY2544478vTTT2fs2LG54IILsnbt2nz4wx8e7PEBRqSByOYk2b17d1avXp3f/e53mTRpUj772c+mvr5+MEcHGNH6ks9PP/106urq0tLSkjPOOCNXX311Nm7cmLFjX/07q02bNmXbtm35xz/+kcrKysycOTMbNmzIggULijwUgBFjILI5SVpaWvL5z38+f/rTn3Luuedm/fr1p33EDAB997GPfSxNTU3p6urKBRdckBtuuCFXXXVVz+c7duzITTfdlD179qS7uzu1tbWpq6vLddddlzFjxpRwcoCR63TZnPTtXBqA3hS3AAAAAAAAAAAACubPDgAAAAAAAAAAAAqmuAUAAAAAAAAAAFAwxS0AAAAAAAAAAICCKW4BAAAAAAAAAAAUTHELAAAAAAAAAACgYIpbAAAAAAAAAAAABVPcAgAAAAAAAAAAKJjiFgAAAAAAAAAAQMEUtwAAAAAAAAAAAAqmuAUAAAAAAAAAAFAwxS0AAAAAAAAAAICC/S+jkx/Yvon1SwAAAABJRU5ErkJggg==\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "mtU8Q7In-zXM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#CAMBIO2\n",
        "columna1 = 'UNION_INI'\n",
        "columna2 = 'UNION_FIN'\n",
        "columna3 = 'CODIGO'\n",
        "# Columnas CF_con_ID\n",
        "columna4 = 'NOMBRE'\n",
        "\n",
        "while len(sin_ID)>307:\n",
        "\n",
        "  for idx, row in sin_ID.iterrows():\n",
        "\n",
        "    if (row[columna1] in CF_con_ID[columna2].values) and (row[columna2] in CF_con_ID[columna1].values):\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] in CF_con_ID[columna2].values and (row[columna2] not in CF_con_ID[columna1].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna2] == row[columna1], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] not in CF_con_ID[columna2].values and (row[columna2] in CF_con_ID[columna1].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif (row[columna1] in CF_con_ID[columna1].values) and (row[columna2] in CF_con_ID[columna2].values):\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna1], 'NOMBRE'].values[0]\n",
        "      nombre_nuevo2 = CF_con_ID.loc[CF_con_ID[columna2] == row[columna2], 'NOMBRE'].values[0]\n",
        "      if nombre_nuevo == nombre_nuevo2:\n",
        "        sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "        añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "        CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "        nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "        sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "      elif nombre_nuevo != nombre_nuevo2:\n",
        "        sin_ID.at[idx, 'conex_ini'] = nombre_nuevo\n",
        "        sin_ID.at[idx, 'conex_fin'] = nombre_nuevo2\n",
        "      else:\n",
        "        sin_ID.at[idx, 'NOMBRE'] = sin_ID.at[idx, 'NOMBRE']\n",
        "\n",
        "    elif row[columna1] in CF_con_ID[columna1].values and (row[columna2] not in CF_con_ID[columna2].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna1] == row[columna1], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "\n",
        "    elif row[columna1] not in CF_con_ID[columna1].values and (row[columna2] in CF_con_ID[columna2].values) and row[columna3] in CF_con_ID[columna3].values:\n",
        "      nombre_nuevo = CF_con_ID.loc[CF_con_ID[columna2] == row[columna2], 'NOMBRE'].values[0]\n",
        "      sin_ID.at[idx, 'NOMBRE'] = nombre_nuevo\n",
        "      añadir=sin_ID.loc[sin_ID['NOMBRE'].str.len()>2]\n",
        "      CF_con_ID=pd.concat([añadir, CF_con_ID],ignore_index=False)\n",
        "      nuevos_ID=pd.concat([añadir, nuevos_ID],ignore_index=False)\n",
        "      sin_ID = sin_ID.loc[sin_ID['NOMBRE'].str.len()==2]\n",
        "    #elif (row[columna1] > CF_con_ID[columna1].values) and (row[columna1] < CF_con_ID[columna2].values) and (row[columna2] > CF_con_ID[columna1].values) and (row[columna2] < CF_con_ID[columna2].values):\n",
        "\n",
        "    else:\n",
        "      sin_ID.at[idx, 'NOMBRE'] = sin_ID.at[idx, 'NOMBRE']"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 375
        },
        "outputId": "971890f3-e72e-4f57-d4bd-17cc29cc66a7",
        "id": "Qfsml6o5MWcz"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "error",
          "ename": "KeyboardInterrupt",
          "evalue": "",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-57-19987a371925>\u001b[0m in \u001b[0;36m<cell line: 8>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;32mwhile\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msin_ID\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;36m307\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m   \u001b[0;32mfor\u001b[0m \u001b[0midx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrow\u001b[0m \u001b[0;32min\u001b[0m \u001b[0msin_ID\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miterrows\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     11\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mCF_con_ID\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mrow\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna2\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mCF_con_ID\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mcolumna1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36miterrows\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1448\u001b[0m         \u001b[0musing_cow\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0musing_copy_on_write\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1449\u001b[0m         \u001b[0;32mfor\u001b[0m \u001b[0mk\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1450\u001b[0;31m             \u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mklass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mk\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__finalize__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1451\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0musing_cow\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_single_block\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1452\u001b[0m                 \u001b[0ms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0madd_references\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# type: ignore[arg-type]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/geopandas/geodataframe.py\u001b[0m in \u001b[0;36m_geodataframe_constructor_sliced\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m   1637\u001b[0m               checking the identity of the index)\n\u001b[1;32m   1638\u001b[0m             \"\"\"\n\u001b[0;32m-> 1639\u001b[0;31m             \u001b[0msrs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSeries\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1640\u001b[0m             \u001b[0mis_row_proxy\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msrs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1641\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mis_geometry_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msrs\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mis_row_proxy\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/series.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, dtype, name, copy, fastpath)\u001b[0m\n\u001b[1;32m    519\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    520\u001b[0m         \u001b[0mNDFrame\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 521\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    522\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    523\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__setattr__\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m   6223\u001b[0m         \u001b[0;31m# (note that this matches __getattr__, above).\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   6224\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_internal_names_set\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 6225\u001b[0;31m             \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   6226\u001b[0m         \u001b[0;32melif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_metadata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   6227\u001b[0m             \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mname\u001b[0;34m(self, value)\u001b[0m\n\u001b[1;32m    703\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    704\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mHashable\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 705\u001b[0;31m         \u001b[0mvalidate_all_hashable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0merror_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34mf\"{type(self).__name__}.name\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    706\u001b[0m         \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"_name\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    707\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.10/dist-packages/pandas/core/dtypes/common.py\u001b[0m in \u001b[0;36mvalidate_all_hashable\u001b[0;34m(error_name, *args)\u001b[0m\n\u001b[1;32m   1579\u001b[0m     \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1580\u001b[0m     \"\"\"\n\u001b[0;32m-> 1581\u001b[0;31m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mis_hashable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marg\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0marg\u001b[0m \u001b[0;32min\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1582\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0merror_name\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1583\u001b[0m             \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"{error_name} must be a hashable type\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "elif CF_con_ID[columna1] <= CF_con_ID[columna2].values\n",
        "  if row[columna1]< row[columna2].values:\n",
        "    if (row[columna1] > CF_con_ID[columna1].values) and (row[columna1] < CF_con_ID[columna2].values) and (row[columna2] > CF_con_ID[columna1].values) and (row[columna2] < CF_con_ID[columna2].values):\n",
        "\n",
        "  elif row[columna1]> row[columna2].values:\n",
        "    if (row[columna2] > CF_con_ID[columna1].values) and (row[columna2] < CF_con_ID[columna2].values) and (row[columna1] > CF_con_ID[columna1].values) and (row[columna1] < CF_con_ID[columna2].values):\n",
        ""
      ],
      "metadata": {
        "id": "QxnzVWbLP4TE"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "elif CF_con_ID[columna1] >= CF_con_ID[columna2].values\n",
        "  if row[columna1]< row[columna2].values:\n",
        "    if (row[columna1] > CF_con_ID[columna2].values) and (row[columna1] < CF_con_ID[columna1].values) and (row[columna2] > CF_con_ID[columna2].values) and (row[columna2] < CF_con_ID[columna1].values):\n",
        "\n",
        "  elif row[columna1]> row[columna2].values:\n",
        "    if (row[columna2] > CF_con_ID[columna2].values) and (row[columna2] < CF_con_ID[columna1].values) and (row[columna1] > CF_con_ID[columna2].values) and (row[columna1] < CF_con_ID[columna1].values):"
      ],
      "metadata": {
        "id": "7WGh77UTSJr8"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}