ある場所に滞在した人々が生涯に滞在した場所を表示.ipynb

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      "name": "python3",
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    "language_info": {
      "name": "python"
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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/imabari/ImabariScraping/blob/master/%E3%81%82%E3%82%8B%E5%A0%B4%E6%89%80%E3%81%AB%E6%BB%9E%E5%9C%A8%E3%81%97%E3%81%9F%E4%BA%BA%E3%80%85%E3%81%8C%E7%94%9F%E6%B6%AF%E3%81%AB%E6%BB%9E%E5%9C%A8%E3%81%97%E3%81%9F%E5%A0%B4%E6%89%80%E3%82%92%E8%A1%A8%E7%A4%BA.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# ダウンロード"
      ],
      "metadata": {
        "id": "Y3XwGHylyIR9"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!curl -O 'https://tripitaka.l.u-tokyo.ac.jp/hbgrn/hobotei.xml'"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2VBgqqI77nlf",
        "outputId": "21394d86-df04-4627-cada-7bba61af2f24"
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n",
            "                                 Dload  Upload   Total   Spent    Left  Speed\n",
            "100 4472k  100 4472k    0     0  2125k      0  0:00:02  0:00:02 --:--:-- 2126k\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "id": "rBD2e7V27RZh"
      },
      "outputs": [],
      "source": [
        "from lxml import etree"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd"
      ],
      "metadata": {
        "id": "EZgaLe6cAnkZ"
      },
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "ns = {\"tei\": \"http://www.tei-c.org/ns/1.0\"}"
      ],
      "metadata": {
        "id": "EwX1au8U7X7_"
      },
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "tree = etree.parse(\"hobotei.xml\")\n",
        "root = tree.getroot()"
      ],
      "metadata": {
        "id": "bsMUo-oZ7fQP"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# 名前空間マッピング確認\n",
        "root.nsmap"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oWeUGg4bEu7D",
        "outputId": "eb0b26f5-9357-4855-a04d-f249b83e19c7"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{None: 'http://www.tei-c.org/ns/1.0'}"
            ]
          },
          "metadata": {},
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 言語\n",
        "langs = [\"zh\", \"zh-latn\", \"ja-latn\", \"sa-latn\", \"ko-latn\", \"bo-latn\"]"
      ],
      "metadata": {
        "id": "XSRCfl3vQP-s"
      },
      "execution_count": 7,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 場所"
      ],
      "metadata": {
        "id": "R3RhlMo_x_W-"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "def fetch_place(root):\n",
        "\n",
        "    place = []\n",
        "\n",
        "    for i in root.xpath(\"//tei:place/tei:location/tei:geo\", namespaces=ns):\n",
        "\n",
        "        d = {}\n",
        "\n",
        "        d[\"geo\"] = i.text.strip()\n",
        "        d[\"gid\"] = i.xpath(\"../../@xml:id\", namespaces=ns)[0].strip()\n",
        "\n",
        "        for name in i.xpath(\"../../tei:placeName\", namespaces=ns):\n",
        "            if name.text:\n",
        "                k = name.get(\"{http://www.w3.org/XML/1998/namespace}lang\").strip().lower()\n",
        "                v = name.text.strip()\n",
        "                d[k] = v\n",
        "\n",
        "        place.append(d)\n",
        "\n",
        "    df = pd.DataFrame(place)\n",
        "\n",
        "    # 地名結合\n",
        "    df[\"place\"] = df.reindex(langs, axis=1,).apply(lambda x: \"/\".join(x.dropna().values), axis=1)\n",
        "\n",
        "    # 緯度経度変換\n",
        "    df[[\"lat\", \"lon\"]] = df[\"geo\"].str.split(\",\", expand=True)\n",
        "\n",
        "    df[\"lat\"] = pd.to_numeric(df[\"lat\"].str.strip(), errors=\"coerce\")\n",
        "    df[\"lon\"] = pd.to_numeric(df[\"lon\"].str.strip(), errors=\"coerce\")\n",
        "\n",
        "    df.set_index(\"gid\", inplace=True)\n",
        "\n",
        "    return df.reindex([\"place\", \"lat\", \"lon\"], axis=1)\n"
      ],
      "metadata": {
        "id": "9VQCiHgh7X_u"
      },
      "execution_count": 8,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df_place = fetch_place(root)\n",
        "df_place"
      ],
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              "                      place        lat         lon\n",
              "gid                                               \n",
              "pl0000          豳州/Bin zhou  35.501100  107.939500\n",
              "pl0001  阿育王山/A yu wang shan  29.853941  121.740856\n",
              "pl0002             愛知/Aichi  35.180270  136.906717\n",
              "pl0003               An hui  30.511200  117.043500\n",
              "pl0004        安沙府/An sha fu  27.628631  111.457414\n",
              "...                     ...        ...         ...\n",
              "vh0458           清澄寺/Anyōji  35.160944  140.151389\n",
              "vh0459         横川定光院/Anyōji  35.099000  135.853861\n",
              "vh0460           薬師寺/Anyōji  34.668356  135.784311\n",
              "vh0461         五坊寂静院/Anyōji  34.216639  135.581417\n",
              "vh0462           蓮着寺/Anyōji  34.882472  139.130333\n",
              "\n",
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              "      <td>35.501100</td>\n",
              "      <td>107.939500</td>\n",
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              "    <tr>\n",
              "      <th>pl0001</th>\n",
              "      <td>阿育王山/A yu wang shan</td>\n",
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              "      <td>121.740856</td>\n",
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              "      <td>横川定光院/Anyōji</td>\n",
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              "      <td>34.668356</td>\n",
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              "    <tr>\n",
              "      <th>vh0461</th>\n",
              "      <td>五坊寂静院/Anyōji</td>\n",
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              "      <th>vh0462</th>\n",
              "      <td>蓮着寺/Anyōji</td>\n",
              "      <td>34.882472</td>\n",
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          },
          "metadata": {},
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 人物"
      ],
      "metadata": {
        "id": "uNreT5l_Eixy"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "def fetch_person(root):\n",
        "\n",
        "    person = []\n",
        "\n",
        "    for i in root.xpath(\"//tei:person\", namespaces=ns):\n",
        "\n",
        "        d = {}\n",
        "\n",
        "        d[\"pid\"] = i.xpath(\"./@xml:id\", namespaces=ns)[0].strip()\n",
        "\n",
        "        for name in i.xpath(\"./tei:name/tei:persName\", namespaces=ns):\n",
        "            if name.text:\n",
        "                k = name.get(\"{http://www.w3.org/XML/1998/namespace}lang\").strip().lower()\n",
        "\n",
        "                if k == \"zh-latin\":\n",
        "                    k = \"zh-latn\"\n",
        "\n",
        "                v = name.text.strip()\n",
        "                d[k] = v\n",
        "\n",
        "        person.append(d)\n",
        "\n",
        "    df = pd.DataFrame(person)\n",
        "    df.set_index(\"pid\", inplace=True)\n",
        "\n",
        "    # 名前結合\n",
        "    df[\"name\"] = df.reindex(langs, axis=1,).apply(lambda x: \"/\".join(x.dropna().values), axis=1)\n",
        "\n",
        "    return pd.DataFrame(df[\"name\"])"
      ],
      "metadata": {
        "id": "tGxbbBBwKbdw"
      },
      "execution_count": 10,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df_person = fetch_person(root)\n",
        "df_person"
      ],
      "metadata": {
        "id": "Hh337t5OlbyG",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 455
        },
        "outputId": "c7196d5c-e4cf-41a5-a996-f6ead3011f08"
      },
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                     name\n",
              "pid                                      \n",
              "TP1                       愛同/Ai tong/AIDŌ\n",
              "TP2     阿地瞿多/A di qu duo/AJIKUTA/Atigupta\n",
              "TP3                    阿謨伽/A mo jia/AMOGA\n",
              "TP4                   阿目佉/A mu qu/AMOKKYA\n",
              "TP5                              安澄/ANCHŌ\n",
              "...                                   ...\n",
              "rp0047                               武/Wu\n",
              "rp0048                      武則天/Wu Zetian\n",
              "rp0049                         武宗/Wu zong\n",
              "rp0050                   *Yuiginan/Vighna\n",
              "rp0051                        Īśanavarman\n",
              "\n",
              "[967 rows x 1 columns]"
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              "      <th>TP1</th>\n",
              "      <td>愛同/Ai tong/AIDŌ</td>\n",
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              "      <th>TP2</th>\n",
              "      <td>阿地瞿多/A di qu duo/AJIKUTA/Atigupta</td>\n",
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              "      <th>TP3</th>\n",
              "      <td>阿謨伽/A mo jia/AMOGA</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>TP4</th>\n",
              "      <td>阿目佉/A mu qu/AMOKKYA</td>\n",
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              "      <th>TP5</th>\n",
              "      <td>安澄/ANCHŌ</td>\n",
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              "      <th>...</th>\n",
              "      <td>...</td>\n",
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              "      <th>rp0047</th>\n",
              "      <td>武/Wu</td>\n",
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              "      <th>rp0048</th>\n",
              "      <td>武則天/Wu Zetian</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>rp0049</th>\n",
              "      <td>武宗/Wu zong</td>\n",
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              "      <th>rp0050</th>\n",
              "      <td>*Yuiginan/Vighna</td>\n",
              "    </tr>\n",
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              "      <th>rp0051</th>\n",
              "      <td>Īśanavarman</td>\n",
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              "<p>967 rows × 1 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-ee8697af-8874-4d74-8ac9-49c5212cea09')\"\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 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-ee8697af-8874-4d74-8ac9-49c5212cea09 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-ee8697af-8874-4d74-8ac9-49c5212cea09');\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",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df_place[df_place[\"place\"].str.contains(\"西安\")]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 112
        },
        "id": "9pCJFGLCp-1w",
        "outputId": "91232b0e-b213-4ccc-adc3-4b821a7f99fe"
      },
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "           place        lat         lon\n",
              "gid                                    \n",
              "pl0005  西安/An xi  34.297686  108.938603"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-7a029147-a38e-4392-9d28-6c37b7b5f79d\">\n",
              "    <div 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>place</th>\n",
              "      <th>lat</th>\n",
              "      <th>lon</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>gid</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>pl0005</th>\n",
              "      <td>西安/An xi</td>\n",
              "      <td>34.297686</td>\n",
              "      <td>108.938603</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-7a029147-a38e-4392-9d28-6c37b7b5f79d')\"\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 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-7a029147-a38e-4392-9d28-6c37b7b5f79d 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-7a029147-a38e-4392-9d28-6c37b7b5f79d');\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",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 滞在先"
      ],
      "metadata": {
        "id": "FVHDdQBfyks8"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "def fetch_event(root):\n",
        "\n",
        "    event = []\n",
        "\n",
        "    for i in root.xpath(\"//tei:event[@corresp]\", namespaces=ns):\n",
        "\n",
        "        d = {}\n",
        "\n",
        "        d[\"pid\"] = i.xpath(\"../../@xml:id\")[0].strip()\n",
        "        d[\"gid\"] = i.get(\"corresp\")\n",
        "\n",
        "        event.append(d)\n",
        "    \n",
        "    df0 = pd.DataFrame(event)\n",
        "    df0[\"gid\"] = df0[\"gid\"].str.split()\n",
        "\n",
        "    df1 = df0.explode(\"gid\").reset_index(drop=True)\n",
        "\n",
        "    df1[\"gid\"] = df1[\"gid\"].str.lstrip(\"#\")\n",
        "\n",
        "    return df1"
      ],
      "metadata": {
        "id": "CLewe_FA9a3X"
      },
      "execution_count": 13,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df_event = fetch_event(root)\n",
        "df_event"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "id": "W5JUX2fa6MgN",
        "outputId": "0321b5b4-3f60-4dc7-9b5e-d9af6cc66dce"
      },
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "        pid     gid\n",
              "0       TP2  pl0163\n",
              "1       TP2  pl0034\n",
              "2       TP5  pl0299\n",
              "3       TP5  vh0063\n",
              "4       TP6  pl0002\n",
              "...     ...     ...\n",
              "3124  TP913  vh0375\n",
              "3125  TP913  pl0220\n",
              "3126  TP913  vh0227\n",
              "3127  TP913  pl0097\n",
              "3128  TP913  vh0190\n",
              "\n",
              "[3129 rows x 2 columns]"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-0999eb7a-6592-4f75-9c6d-edc50afaf06e\">\n",
              "    <div 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>pid</th>\n",
              "      <th>gid</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>TP2</td>\n",
              "      <td>pl0163</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>TP2</td>\n",
              "      <td>pl0034</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>TP5</td>\n",
              "      <td>pl0299</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>TP5</td>\n",
              "      <td>vh0063</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>TP6</td>\n",
              "      <td>pl0002</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3124</th>\n",
              "      <td>TP913</td>\n",
              "      <td>vh0375</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3125</th>\n",
              "      <td>TP913</td>\n",
              "      <td>pl0220</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3126</th>\n",
              "      <td>TP913</td>\n",
              "      <td>vh0227</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3127</th>\n",
              "      <td>TP913</td>\n",
              "      <td>pl0097</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3128</th>\n",
              "      <td>TP913</td>\n",
              "      <td>vh0190</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>3129 rows × 2 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-0999eb7a-6592-4f75-9c6d-edc50afaf06e')\"\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 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-0999eb7a-6592-4f75-9c6d-edc50afaf06e 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-0999eb7a-6592-4f75-9c6d-edc50afaf06e');\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",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 抽出"
      ],
      "metadata": {
        "id": "BDGMdz4gbklx"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# 滞在先に地名と位置情報と滞在者をマージ\n",
        "df0 = df_event.join(df_place, on=\"gid\").join(df_person, on=\"pid\").dropna(subset=[\"place\", \"lat\", \"lon\"])\n",
        "df0"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "id": "p9mBRDZpHhND",
        "outputId": "d22e0fc2-0dd4-4f83-b742-8ae2a6d6bae6"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "        pid     gid         place        lat         lon  \\\n",
              "1       TP2  pl0034   長安/Chang an  34.297686  108.938603   \n",
              "2       TP5  pl0299       奈良/Nara  34.685232  135.832833   \n",
              "3       TP5  vh0063   大安寺/Daianji  34.668000  135.812722   \n",
              "4       TP6  pl0002      愛知/Aichi  35.180270  136.906717   \n",
              "5       TP6  vh0007  安樂寺/Anrakuji  35.340877  136.976158   \n",
              "...     ...     ...           ...        ...         ...   \n",
              "3123  TP913  pl0225      京都/Kyōto  35.021229  135.755604   \n",
              "3124  TP913  vh0375  東福寺/Tōfukuji  34.976035  135.773648   \n",
              "3125  TP913  pl0220   熊本/Kumamoto  32.789812  130.741603   \n",
              "3126  TP913  vh0227    高城寺/Kōjōji  33.326839  130.277912   \n",
              "3128  TP913  vh0190   承天寺/Jōtenji  33.595222  130.417028   \n",
              "\n",
              "                                   name  \n",
              "1     阿地瞿多/A di qu duo/AJIKUTA/Atigupta  \n",
              "2                              安澄/ANCHŌ  \n",
              "3                              安澄/ANCHŌ  \n",
              "4                              安超/ANCHŌ  \n",
              "5                              安超/ANCHŌ  \n",
              "...                                 ...  \n",
              "3123                   藏山順空/ZŌZAN JUNKŪ  \n",
              "3124                   藏山順空/ZŌZAN JUNKŪ  \n",
              "3125                   藏山順空/ZŌZAN JUNKŪ  \n",
              "3126                   藏山順空/ZŌZAN JUNKŪ  \n",
              "3128                   藏山順空/ZŌZAN JUNKŪ  \n",
              "\n",
              "[2482 rows x 6 columns]"
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              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>TP2</td>\n",
              "      <td>pl0034</td>\n",
              "      <td>長安/Chang an</td>\n",
              "      <td>34.297686</td>\n",
              "      <td>108.938603</td>\n",
              "      <td>阿地瞿多/A di qu duo/AJIKUTA/Atigupta</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>TP5</td>\n",
              "      <td>pl0299</td>\n",
              "      <td>奈良/Nara</td>\n",
              "      <td>34.685232</td>\n",
              "      <td>135.832833</td>\n",
              "      <td>安澄/ANCHŌ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>TP5</td>\n",
              "      <td>vh0063</td>\n",
              "      <td>大安寺/Daianji</td>\n",
              "      <td>34.668000</td>\n",
              "      <td>135.812722</td>\n",
              "      <td>安澄/ANCHŌ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>TP6</td>\n",
              "      <td>pl0002</td>\n",
              "      <td>愛知/Aichi</td>\n",
              "      <td>35.180270</td>\n",
              "      <td>136.906717</td>\n",
              "      <td>安超/ANCHŌ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>TP6</td>\n",
              "      <td>vh0007</td>\n",
              "      <td>安樂寺/Anrakuji</td>\n",
              "      <td>35.340877</td>\n",
              "      <td>136.976158</td>\n",
              "      <td>安超/ANCHŌ</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",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3123</th>\n",
              "      <td>TP913</td>\n",
              "      <td>pl0225</td>\n",
              "      <td>京都/Kyōto</td>\n",
              "      <td>35.021229</td>\n",
              "      <td>135.755604</td>\n",
              "      <td>藏山順空/ZŌZAN JUNKŪ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3124</th>\n",
              "      <td>TP913</td>\n",
              "      <td>vh0375</td>\n",
              "      <td>東福寺/Tōfukuji</td>\n",
              "      <td>34.976035</td>\n",
              "      <td>135.773648</td>\n",
              "      <td>藏山順空/ZŌZAN JUNKŪ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3125</th>\n",
              "      <td>TP913</td>\n",
              "      <td>pl0220</td>\n",
              "      <td>熊本/Kumamoto</td>\n",
              "      <td>32.789812</td>\n",
              "      <td>130.741603</td>\n",
              "      <td>藏山順空/ZŌZAN JUNKŪ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3126</th>\n",
              "      <td>TP913</td>\n",
              "      <td>vh0227</td>\n",
              "      <td>高城寺/Kōjōji</td>\n",
              "      <td>33.326839</td>\n",
              "      <td>130.277912</td>\n",
              "      <td>藏山順空/ZŌZAN JUNKŪ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3128</th>\n",
              "      <td>TP913</td>\n",
              "      <td>vh0190</td>\n",
              "      <td>承天寺/Jōtenji</td>\n",
              "      <td>33.595222</td>\n",
              "      <td>130.417028</td>\n",
              "      <td>藏山順空/ZŌZAN JUNKŪ</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>2482 rows × 6 columns</p>\n",
              "</div>\n",
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              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-f749a87f-bd84-4369-8ffe-743abe8d00d3');\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",
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              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 永平寺の滞在者\n",
        "df1 = df0[df0[\"place\"].str.contains(\"永平寺\")]\n",
        "df1"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 174
        },
        "id": "UECkOZQGJYZI",
        "outputId": "fc5e27b9-c09e-4f6c-969c-9d126ba2fbc0"
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "        pid     gid        place        lat         lon                 name\n",
              "345   TP133  vh0081  永平寺/Eiheiji  36.053056  136.355556             道元/DŌGEN\n",
              "972   TP293  vh0081  永平寺/Eiheiji  36.053056  136.355556              義雲/GIUN\n",
              "1901  TP542  vh0081  永平寺/Eiheiji  36.053056  136.355556        孤雲懷弉/KOUN EJŌ\n",
              "2004  TP569  vh0081  永平寺/Eiheiji  36.053056  136.355556  卍山道白/MANZAN DŌBYAKU"
            ],
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              "      <th>name</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>345</th>\n",
              "      <td>TP133</td>\n",
              "      <td>vh0081</td>\n",
              "      <td>永平寺/Eiheiji</td>\n",
              "      <td>36.053056</td>\n",
              "      <td>136.355556</td>\n",
              "      <td>道元/DŌGEN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>972</th>\n",
              "      <td>TP293</td>\n",
              "      <td>vh0081</td>\n",
              "      <td>永平寺/Eiheiji</td>\n",
              "      <td>36.053056</td>\n",
              "      <td>136.355556</td>\n",
              "      <td>義雲/GIUN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1901</th>\n",
              "      <td>TP542</td>\n",
              "      <td>vh0081</td>\n",
              "      <td>永平寺/Eiheiji</td>\n",
              "      <td>36.053056</td>\n",
              "      <td>136.355556</td>\n",
              "      <td>孤雲懷弉/KOUN EJŌ</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2004</th>\n",
              "      <td>TP569</td>\n",
              "      <td>vh0081</td>\n",
              "      <td>永平寺/Eiheiji</td>\n",
              "      <td>36.053056</td>\n",
              "      <td>136.355556</td>\n",
              "      <td>卍山道白/MANZAN DŌBYAKU</td>\n",
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              "  </tbody>\n",
              "</table>\n",
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              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
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              "\n",
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              "\n",
              "    .colab-df-convert:hover {\n",
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              "      fill: #174EA6;\n",
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              "\n",
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              "\n",
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              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-947cd1dc-c507-4edf-b9c3-8c7daf6331ee 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-947cd1dc-c507-4edf-b9c3-8c7daf6331ee');\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",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 16
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 上記滞在者のその他滞在場所\n",
        "df2 = df0[df0[\"pid\"].isin(df1[\"pid\"].tolist())].copy()\n",
        "df2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 519
        },
        "id": "bxRQr5suKnl0",
        "outputId": "f9abdedd-bce2-4920-cac6-d6dc770f9b94"
      },
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "        pid     gid                       place        lat         lon  \\\n",
              "336   TP133  pl0523                浙江/Zhe jiang  30.266582  120.153531   \n",
              "337   TP133  pl0391            太白山/Tai bai shan  29.818280  121.780698   \n",
              "338   TP133  vh0365  天童景德寺/Tian dong jing de si  29.806691  121.790918   \n",
              "340   TP133  pl0225                    京都/Kyōto  35.021229  135.755604   \n",
              "341   TP133  vh0210                建仁寺/Kenninji  35.000986  135.773664   \n",
              "342   TP133  pl0411                      宇治/Uji  34.893043  135.806342   \n",
              "343   TP133  vh0235     興聖寶林禪寺/Kōshō Hōrinzenji  34.890028  135.813736   \n",
              "345   TP133  vh0081                 永平寺/Eiheiji  36.053056  136.355556   \n",
              "972   TP293  vh0081                 永平寺/Eiheiji  36.053056  136.355556   \n",
              "1901  TP542  vh0081                 永平寺/Eiheiji  36.053056  136.355556   \n",
              "2004  TP569  vh0081                 永平寺/Eiheiji  36.053056  136.355556   \n",
              "2005  TP569  pl0168                 石川/Ishikawa  36.594537  136.625780   \n",
              "2006  TP569  vh0068                 大乘寺/Daijōji  36.532556  136.658944   \n",
              "2007  TP569  pl0225                    京都/Kyōto  35.021229  135.755604   \n",
              "2008  TP569  vh0104                 源光庵/Genkōan  35.054814  135.731722   \n",
              "\n",
              "                     name  \n",
              "336              道元/DŌGEN  \n",
              "337              道元/DŌGEN  \n",
              "338              道元/DŌGEN  \n",
              "340              道元/DŌGEN  \n",
              "341              道元/DŌGEN  \n",
              "342              道元/DŌGEN  \n",
              "343              道元/DŌGEN  \n",
              "345              道元/DŌGEN  \n",
              "972               義雲/GIUN  \n",
              "1901        孤雲懷弉/KOUN EJŌ  \n",
              "2004  卍山道白/MANZAN DŌBYAKU  \n",
              "2005  卍山道白/MANZAN DŌBYAKU  \n",
              "2006  卍山道白/MANZAN DŌBYAKU  \n",
              "2007  卍山道白/MANZAN DŌBYAKU  \n",
              "2008  卍山道白/MANZAN DŌBYAKU  "
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              "      <td>TP569</td>\n",
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              "      <td>36.594537</td>\n",
              "      <td>136.625780</td>\n",
              "      <td>卍山道白/MANZAN DŌBYAKU</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2006</th>\n",
              "      <td>TP569</td>\n",
              "      <td>vh0068</td>\n",
              "      <td>大乘寺/Daijōji</td>\n",
              "      <td>36.532556</td>\n",
              "      <td>136.658944</td>\n",
              "      <td>卍山道白/MANZAN DŌBYAKU</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2007</th>\n",
              "      <td>TP569</td>\n",
              "      <td>pl0225</td>\n",
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              "      <td>35.021229</td>\n",
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              "      <td>卍山道白/MANZAN DŌBYAKU</td>\n",
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              "    <tr>\n",
              "      <th>2008</th>\n",
              "      <td>TP569</td>\n",
              "      <td>vh0104</td>\n",
              "      <td>源光庵/Genkōan</td>\n",
              "      <td>35.054814</td>\n",
              "      <td>135.731722</td>\n",
              "      <td>卍山道白/MANZAN DŌBYAKU</td>\n",
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            ]
          },
          "metadata": {},
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# 滞在場所でグループ化\n",
        "df3 = df2.groupby([\"gid\", \"place\", \"lat\", \"lon\"])[\"name\"].apply(list).reset_index()"
      ],
      "metadata": {
        "id": "c0A7j9qGTj0J"
      },
      "execution_count": 18,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# 永平寺のアイコンを赤に変更\n",
        "df3[\"color\"] = \"blue\"\n",
        "df3[\"color\"].mask(df3[\"place\"].str.contains(\"永平寺\"), \"red\", inplace=True)"
      ],
      "metadata": {
        "id": "zGvSRRfki5r0"
      },
      "execution_count": 19,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df3"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 394
        },
        "id": "7PVoV1pdhlyd",
        "outputId": "0993c241-c1c3-470f-8334-e9cb1bbf17e7"
      },
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "       gid                       place        lat         lon  \\\n",
              "0   pl0168                 石川/Ishikawa  36.594537  136.625780   \n",
              "1   pl0225                    京都/Kyōto  35.021229  135.755604   \n",
              "2   pl0391            太白山/Tai bai shan  29.818280  121.780698   \n",
              "3   pl0411                      宇治/Uji  34.893043  135.806342   \n",
              "4   pl0523                浙江/Zhe jiang  30.266582  120.153531   \n",
              "5   vh0068                 大乘寺/Daijōji  36.532556  136.658944   \n",
              "6   vh0081                 永平寺/Eiheiji  36.053056  136.355556   \n",
              "7   vh0104                 源光庵/Genkōan  35.054814  135.731722   \n",
              "8   vh0210                建仁寺/Kenninji  35.000986  135.773664   \n",
              "9   vh0235     興聖寶林禪寺/Kōshō Hōrinzenji  34.890028  135.813736   \n",
              "10  vh0365  天童景德寺/Tian dong jing de si  29.806691  121.790918   \n",
              "\n",
              "                                                 name color  \n",
              "0                               [卍山道白/MANZAN DŌBYAKU]  blue  \n",
              "1                     [道元/DŌGEN, 卍山道白/MANZAN DŌBYAKU]  blue  \n",
              "2                                          [道元/DŌGEN]  blue  \n",
              "3                                          [道元/DŌGEN]  blue  \n",
              "4                                          [道元/DŌGEN]  blue  \n",
              "5                               [卍山道白/MANZAN DŌBYAKU]  blue  \n",
              "6   [道元/DŌGEN, 義雲/GIUN, 孤雲懷弉/KOUN EJŌ, 卍山道白/MANZAN...   red  \n",
              "7                               [卍山道白/MANZAN DŌBYAKU]  blue  \n",
              "8                                          [道元/DŌGEN]  blue  \n",
              "9                                          [道元/DŌGEN]  blue  \n",
              "10                                         [道元/DŌGEN]  blue  "
            ],
            "text/html": [
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              "      <th>gid</th>\n",
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              "      <th>lon</th>\n",
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              "      <th>color</th>\n",
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              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>pl0168</td>\n",
              "      <td>石川/Ishikawa</td>\n",
              "      <td>36.594537</td>\n",
              "      <td>136.625780</td>\n",
              "      <td>[卍山道白/MANZAN DŌBYAKU]</td>\n",
              "      <td>blue</td>\n",
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              "      <th>1</th>\n",
              "      <td>pl0225</td>\n",
              "      <td>京都/Kyōto</td>\n",
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              "      <td>135.755604</td>\n",
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              "      <td>blue</td>\n",
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              "      <th>2</th>\n",
              "      <td>pl0391</td>\n",
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              "      <th>3</th>\n",
              "      <td>pl0411</td>\n",
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              "      <td>34.893043</td>\n",
              "      <td>135.806342</td>\n",
              "      <td>[道元/DŌGEN]</td>\n",
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              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>pl0523</td>\n",
              "      <td>浙江/Zhe jiang</td>\n",
              "      <td>30.266582</td>\n",
              "      <td>120.153531</td>\n",
              "      <td>[道元/DŌGEN]</td>\n",
              "      <td>blue</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>vh0068</td>\n",
              "      <td>大乘寺/Daijōji</td>\n",
              "      <td>36.532556</td>\n",
              "      <td>136.658944</td>\n",
              "      <td>[卍山道白/MANZAN DŌBYAKU]</td>\n",
              "      <td>blue</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>vh0081</td>\n",
              "      <td>永平寺/Eiheiji</td>\n",
              "      <td>36.053056</td>\n",
              "      <td>136.355556</td>\n",
              "      <td>[道元/DŌGEN, 義雲/GIUN, 孤雲懷弉/KOUN EJŌ, 卍山道白/MANZAN...</td>\n",
              "      <td>red</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>vh0104</td>\n",
              "      <td>源光庵/Genkōan</td>\n",
              "      <td>35.054814</td>\n",
              "      <td>135.731722</td>\n",
              "      <td>[卍山道白/MANZAN DŌBYAKU]</td>\n",
              "      <td>blue</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>vh0210</td>\n",
              "      <td>建仁寺/Kenninji</td>\n",
              "      <td>35.000986</td>\n",
              "      <td>135.773664</td>\n",
              "      <td>[道元/DŌGEN]</td>\n",
              "      <td>blue</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>vh0235</td>\n",
              "      <td>興聖寶林禪寺/Kōshō Hōrinzenji</td>\n",
              "      <td>34.890028</td>\n",
              "      <td>135.813736</td>\n",
              "      <td>[道元/DŌGEN]</td>\n",
              "      <td>blue</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>vh0365</td>\n",
              "      <td>天童景德寺/Tian dong jing de si</td>\n",
              "      <td>29.806691</td>\n",
              "      <td>121.790918</td>\n",
              "      <td>[道元/DŌGEN]</td>\n",
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              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\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",
              "    [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-922c4b50-6d3d-44cb-a752-900a25bf7b59 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-922c4b50-6d3d-44cb-a752-900a25bf7b59');\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",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 20
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# 地図"
      ],
      "metadata": {
        "id": "LNbMEicFe8zn"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import folium"
      ],
      "metadata": {
        "id": "eg2roj3le7u4"
      },
      "execution_count": 21,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "map = folium.Map(\n",
        "    location=[35.5, 138.5],\n",
        "    zoom_start=2,\n",
        ")"
      ],
      "metadata": {
        "id": "cRbzvACBfEIO"
      },
      "execution_count": 22,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "for i, r in df3.iterrows():\n",
        "\n",
        "    s = \"<br />\".join(r[\"name\"])\n",
        "\n",
        "    folium.Marker(\n",
        "        location=[r.lat, r.lon],\n",
        "        popup=folium.Popup(f\"<p>{r.place}</p><p>{s}</p>\", max_width=300),\n",
        "        icon=folium.Icon(color=r.color)\n",
        "    ).add_to(map)\n",
        "\n",
        "map"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "S0QeXi5ce3tv",
        "outputId": "15f83add-e098-466e-e009-c9a43895bc19"
      },
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<folium.folium.Map at 0x7fe20400ca90>"
            ],
            "text/html": [
              "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n",
              "&lt;html&gt;\n",
              "&lt;head&gt;\n",
              "    \n",
              "    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n",
              "    \n",
              "        &lt;script&gt;\n",
              "            L_NO_TOUCH = false;\n",
              "            L_DISABLE_3D = false;\n",
              "        &lt;/script&gt;\n",
              "    \n",
              "    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
              "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
              "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
              "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
              "    &lt;script src=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js&quot;&gt;&lt;/script&gt;\n",
              "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
              "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.6.0/dist/leaflet.css&quot;/&gt;\n",
              "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css&quot;/&gt;\n",
              "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css&quot;/&gt;\n",
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              "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
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              "    \n",
              "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
              "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
              "            &lt;style&gt;\n",
              "                #map_5d163172609d92e1f0d18f55c242b821 {\n",
              "                    position: relative;\n",
              "                    width: 100.0%;\n",
              "                    height: 100.0%;\n",
              "                    left: 0.0%;\n",
              "                    top: 0.0%;\n",
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              "            &lt;/style&gt;\n",
              "        \n",
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              "&lt;body&gt;\n",
              "    \n",
              "    \n",
              "            &lt;div class=&quot;folium-map&quot; id=&quot;map_5d163172609d92e1f0d18f55c242b821&quot; &gt;&lt;/div&gt;\n",
              "        \n",
              "&lt;/body&gt;\n",
              "&lt;script&gt;\n",
              "    \n",
              "    \n",
              "            var map_5d163172609d92e1f0d18f55c242b821 = L.map(\n",
              "                &quot;map_5d163172609d92e1f0d18f55c242b821&quot;,\n",
              "                {\n",
              "                    center: [35.5, 138.5],\n",
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              "                    zoom: 2,\n",
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              "\n",
              "            \n",
              "\n",
              "        \n",
              "    \n",
              "            var tile_layer_6563d740595a567ed7dd70cdbb6f6ab9 = L.tileLayer(\n",
              "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var marker_d75b3723aee36285074642af23e81552 = L.marker(\n",
              "                [36.5945370465545, 136.625779665902],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_bbaec7fac63f68859801fda66b1cd15f = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_d75b3723aee36285074642af23e81552.setIcon(icon_bbaec7fac63f68859801fda66b1cd15f);\n",
              "        \n",
              "    \n",
              "        var popup_c4bde9fba345023b5a489eca397304a0 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_a255cc70605d7ad79a1681506ca6f9da = $(`&lt;div id=&quot;html_a255cc70605d7ad79a1681506ca6f9da&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;石川/Ishikawa&lt;/p&gt;&lt;p&gt;卍山道白/MANZAN DŌBYAKU&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_c4bde9fba345023b5a489eca397304a0.setContent(html_a255cc70605d7ad79a1681506ca6f9da);\n",
              "        \n",
              "\n",
              "        marker_d75b3723aee36285074642af23e81552.bindPopup(popup_c4bde9fba345023b5a489eca397304a0)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_cfb21afab1556b8080b7f33943a40c56 = L.marker(\n",
              "                [35.0212286339745, 135.755604263246],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_2a84f91be584f939c4f8ee2cc9c833f1 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_cfb21afab1556b8080b7f33943a40c56.setIcon(icon_2a84f91be584f939c4f8ee2cc9c833f1);\n",
              "        \n",
              "    \n",
              "        var popup_e12f291f6b4b754745102e5c05f183b7 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_ed6d4b8865776378e554c368e4f1ab4f = $(`&lt;div id=&quot;html_ed6d4b8865776378e554c368e4f1ab4f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;京都/Kyōto&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;br /&gt;卍山道白/MANZAN DŌBYAKU&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_e12f291f6b4b754745102e5c05f183b7.setContent(html_ed6d4b8865776378e554c368e4f1ab4f);\n",
              "        \n",
              "\n",
              "        marker_cfb21afab1556b8080b7f33943a40c56.bindPopup(popup_e12f291f6b4b754745102e5c05f183b7)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_08aa133a94f468c4139c35b99a248ef6 = L.marker(\n",
              "                [29.81828, 121.780698],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_1692694cb53813db4432d46d2cfbf813 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_08aa133a94f468c4139c35b99a248ef6.setIcon(icon_1692694cb53813db4432d46d2cfbf813);\n",
              "        \n",
              "    \n",
              "        var popup_3400fb6defb623cdd04f1fbcd6c30b9b = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_a6eec00ae9e9dd7df7eea46265272b5c = $(`&lt;div id=&quot;html_a6eec00ae9e9dd7df7eea46265272b5c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;太白山/Tai bai shan&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_3400fb6defb623cdd04f1fbcd6c30b9b.setContent(html_a6eec00ae9e9dd7df7eea46265272b5c);\n",
              "        \n",
              "\n",
              "        marker_08aa133a94f468c4139c35b99a248ef6.bindPopup(popup_3400fb6defb623cdd04f1fbcd6c30b9b)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_8edeaa9ee171ab28a5e83136984ee57a = L.marker(\n",
              "                [34.8930431916318, 135.806341690508],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_bdcbf1d21a38dff8e10414a54e03b87c = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_8edeaa9ee171ab28a5e83136984ee57a.setIcon(icon_bdcbf1d21a38dff8e10414a54e03b87c);\n",
              "        \n",
              "    \n",
              "        var popup_e693814370c4fa52147b3af2ebaab0be = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_da272ee59d58c1ffbc5b0cad2cbfecb9 = $(`&lt;div id=&quot;html_da272ee59d58c1ffbc5b0cad2cbfecb9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;宇治/Uji&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_e693814370c4fa52147b3af2ebaab0be.setContent(html_da272ee59d58c1ffbc5b0cad2cbfecb9);\n",
              "        \n",
              "\n",
              "        marker_8edeaa9ee171ab28a5e83136984ee57a.bindPopup(popup_e693814370c4fa52147b3af2ebaab0be)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_5a22c95a53af64f72322074876479054 = L.marker(\n",
              "                [30.266582, 120.153531],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_abcc39cbe035d147644d6c2a6b3839b3 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_5a22c95a53af64f72322074876479054.setIcon(icon_abcc39cbe035d147644d6c2a6b3839b3);\n",
              "        \n",
              "    \n",
              "        var popup_6f298f0a808fb2f5d2cae845f6c092f6 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_9e8fb5819a870c7aef578ebf097542ba = $(`&lt;div id=&quot;html_9e8fb5819a870c7aef578ebf097542ba&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;浙江/Zhe jiang&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_6f298f0a808fb2f5d2cae845f6c092f6.setContent(html_9e8fb5819a870c7aef578ebf097542ba);\n",
              "        \n",
              "\n",
              "        marker_5a22c95a53af64f72322074876479054.bindPopup(popup_6f298f0a808fb2f5d2cae845f6c092f6)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_7e405f48c1a0893a2b02dea62069c69d = L.marker(\n",
              "                [36.532556, 136.658944],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_ea6190e5cf75489862d517d1699465a7 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_7e405f48c1a0893a2b02dea62069c69d.setIcon(icon_ea6190e5cf75489862d517d1699465a7);\n",
              "        \n",
              "    \n",
              "        var popup_33f857d6ff66600e84505b390fcd5e7b = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_438e31b263db35fc85fb7b092a9e3191 = $(`&lt;div id=&quot;html_438e31b263db35fc85fb7b092a9e3191&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;大乘寺/Daijōji&lt;/p&gt;&lt;p&gt;卍山道白/MANZAN DŌBYAKU&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_33f857d6ff66600e84505b390fcd5e7b.setContent(html_438e31b263db35fc85fb7b092a9e3191);\n",
              "        \n",
              "\n",
              "        marker_7e405f48c1a0893a2b02dea62069c69d.bindPopup(popup_33f857d6ff66600e84505b390fcd5e7b)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_1b0a771e60db79137e58a503188b0458 = L.marker(\n",
              "                [36.053056, 136.355556],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_279dbf6b6d56a555f02e2e3c254f4de4 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;red&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_1b0a771e60db79137e58a503188b0458.setIcon(icon_279dbf6b6d56a555f02e2e3c254f4de4);\n",
              "        \n",
              "    \n",
              "        var popup_9fd6673560a78bb6f97391a3f06f2809 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_2b32dfae8bb9fa957db2d268c112f003 = $(`&lt;div id=&quot;html_2b32dfae8bb9fa957db2d268c112f003&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;永平寺/Eiheiji&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;br /&gt;義雲/GIUN&lt;br /&gt;孤雲懷弉/KOUN EJŌ&lt;br /&gt;卍山道白/MANZAN DŌBYAKU&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_9fd6673560a78bb6f97391a3f06f2809.setContent(html_2b32dfae8bb9fa957db2d268c112f003);\n",
              "        \n",
              "\n",
              "        marker_1b0a771e60db79137e58a503188b0458.bindPopup(popup_9fd6673560a78bb6f97391a3f06f2809)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_b55dee2c6fc6ad2c09d7871381e0874d = L.marker(\n",
              "                [35.054814, 135.731722],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_4769b5a1dd2ed03d6a76bd362d5b06b6 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_b55dee2c6fc6ad2c09d7871381e0874d.setIcon(icon_4769b5a1dd2ed03d6a76bd362d5b06b6);\n",
              "        \n",
              "    \n",
              "        var popup_b6742bec23b8c83e87c2c8eb6962eb22 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_56fad946efd4dcf5926f4dd38b2a090e = $(`&lt;div id=&quot;html_56fad946efd4dcf5926f4dd38b2a090e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;源光庵/Genkōan&lt;/p&gt;&lt;p&gt;卍山道白/MANZAN DŌBYAKU&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_b6742bec23b8c83e87c2c8eb6962eb22.setContent(html_56fad946efd4dcf5926f4dd38b2a090e);\n",
              "        \n",
              "\n",
              "        marker_b55dee2c6fc6ad2c09d7871381e0874d.bindPopup(popup_b6742bec23b8c83e87c2c8eb6962eb22)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_9f1ed0d7ac3b6acb96f0f4069dca4e05 = L.marker(\n",
              "                [35.000986, 135.773664],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_b9d940b5bd8d99f0e73d64c1be081c33 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_9f1ed0d7ac3b6acb96f0f4069dca4e05.setIcon(icon_b9d940b5bd8d99f0e73d64c1be081c33);\n",
              "        \n",
              "    \n",
              "        var popup_a6080e8975f6dc459de638c885257e85 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_e9244ce824cd6c87c365b57ed562cabe = $(`&lt;div id=&quot;html_e9244ce824cd6c87c365b57ed562cabe&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;建仁寺/Kenninji&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_a6080e8975f6dc459de638c885257e85.setContent(html_e9244ce824cd6c87c365b57ed562cabe);\n",
              "        \n",
              "\n",
              "        marker_9f1ed0d7ac3b6acb96f0f4069dca4e05.bindPopup(popup_a6080e8975f6dc459de638c885257e85)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_d34c63efbc9b9c69d544455886acbc1d = L.marker(\n",
              "                [34.890028, 135.813736],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_577c41e42d83dd22401f3304e6a48a43 = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_d34c63efbc9b9c69d544455886acbc1d.setIcon(icon_577c41e42d83dd22401f3304e6a48a43);\n",
              "        \n",
              "    \n",
              "        var popup_7e7509265d2a0321dbd9be96a3c3eacf = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_5098c56eea68887768ac1e0a3b8e3c55 = $(`&lt;div id=&quot;html_5098c56eea68887768ac1e0a3b8e3c55&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;興聖寶林禪寺/Kōshō Hōrinzenji&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_7e7509265d2a0321dbd9be96a3c3eacf.setContent(html_5098c56eea68887768ac1e0a3b8e3c55);\n",
              "        \n",
              "\n",
              "        marker_d34c63efbc9b9c69d544455886acbc1d.bindPopup(popup_7e7509265d2a0321dbd9be96a3c3eacf)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "    \n",
              "            var marker_2e734d91eafe6b8a2c76c94af705a855 = L.marker(\n",
              "                [29.806691, 121.790918],\n",
              "                {}\n",
              "            ).addTo(map_5d163172609d92e1f0d18f55c242b821);\n",
              "        \n",
              "    \n",
              "            var icon_2765e825660bb21d7a7d09919af01d0e = L.AwesomeMarkers.icon(\n",
              "                {&quot;extraClasses&quot;: &quot;fa-rotate-0&quot;, &quot;icon&quot;: &quot;info-sign&quot;, &quot;iconColor&quot;: &quot;white&quot;, &quot;markerColor&quot;: &quot;blue&quot;, &quot;prefix&quot;: &quot;glyphicon&quot;}\n",
              "            );\n",
              "            marker_2e734d91eafe6b8a2c76c94af705a855.setIcon(icon_2765e825660bb21d7a7d09919af01d0e);\n",
              "        \n",
              "    \n",
              "        var popup_f55f6e8bec8a0269bd1b0e217d0df2c8 = L.popup({&quot;maxWidth&quot;: 300});\n",
              "\n",
              "        \n",
              "            var html_e115fbefbd14f282e3f2880c55ac1e0b = $(`&lt;div id=&quot;html_e115fbefbd14f282e3f2880c55ac1e0b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;&lt;p&gt;天童景德寺/Tian dong jing de si&lt;/p&gt;&lt;p&gt;道元/DŌGEN&lt;/p&gt;&lt;/div&gt;`)[0];\n",
              "            popup_f55f6e8bec8a0269bd1b0e217d0df2c8.setContent(html_e115fbefbd14f282e3f2880c55ac1e0b);\n",
              "        \n",
              "\n",
              "        marker_2e734d91eafe6b8a2c76c94af705a855.bindPopup(popup_f55f6e8bec8a0269bd1b0e217d0df2c8)\n",
              "        ;\n",
              "\n",
              "        \n",
              "    \n",
              "&lt;/script&gt;\n",
              "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
            ]
          },
          "metadata": {},
          "execution_count": 23
        }
      ]
    }
  ]
}