| { |
| "cells": [ |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "65aIalqEt1LR" |
| }, |
| "source": [ |
| "# Generate GeoJSON from Natural Earth Data" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "L4PY3Z15t1LS" |
| }, |
| "source": [ |
| "## Install Dependencies" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "6_H7qbzIt1LS" |
| }, |
| "source": [ |
| "```\n", |
| "pip install geopandas shapely matplotlib\n", |
| "```" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "hvA0SEXVt1LS" |
| }, |
| "source": [ |
| "## Download Data\n", |
| "\n", |
| "Download datasets (_Admin 0 - Countries_ in [1:10](https://www.naturalearthdata.com/downloads/10m-cultural-vectors/), and _Admin 1 – States, Provinces_ in 1:10 and [1:50](https://www.naturalearthdata.com/downloads/50m-cultural-vectors/)) from Natural Earch Data:" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 1, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "# Dependencies\n", |
| "\n", |
| "import os\n", |
| "import json\n", |
| "import requests\n", |
| "import geopandas as gpd\n", |
| "import matplotlib.pyplot as plt\n", |
| "import shapely\n", |
| "import pandas as pd\n", |
| "import shapely.geometry\n", |
| "import shapely.ops\n", |
| "import shapely.affinity\n", |
| "from shapely.geometry import Polygon, MultiPolygon\n", |
| "import shutil" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 2, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "speed_run = False\n", |
| "# set this to True if you want to skip all the rendering of previews in this notebook and just get an update of GeoJSON/TS/JSON files." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 3, |
| "metadata": { |
| "colab": { |
| "base_uri": "https://localhost:8080/" |
| }, |
| "id": "VjGrqW4Kt1LS", |
| "outputId": "2e2accda-5ee4-4270-872e-ecb78d0d02a2" |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Done. \n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Downloading ne_50m_admin_1_states_provinces.zip... \r", |
| "Done. \n" |
| ] |
| } |
| ], |
| "source": [ |
| "data_dir = os.path.expanduser(\"~/Downloads\")\n", |
| "if not os.path.exists(data_dir):\n", |
| " os.mkdir(data_dir)\n", |
| "\n", |
| "def download_files(skip_existing: bool):\n", |
| " for url in [\n", |
| " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_0_countries.zip\",\n", |
| " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/10m/cultural/ne_10m_admin_1_states_provinces.zip\",\n", |
| " \"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download/50m/cultural/ne_50m_admin_1_states_provinces.zip\"\n", |
| " ]:\n", |
| " file_name = url.split('/')[-1]\n", |
| " full_file_name = f'{data_dir}/{file_name}'\n", |
| " # temporary fix\n", |
| " url = url.replace(\"https://www.naturalearthdata.com/http//www.naturalearthdata.com/download\", \"https://naciscdn.org/naturalearth\")\n", |
| " with requests.get(\n", |
| " url,\n", |
| " headers={\n", |
| " \"accept-encoding\": \"gzip, deflate, br\",\n", |
| " \"user-agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/97.0.4692.71 Safari/537.36\"\n", |
| " },\n", |
| " stream=True,\n", |
| " ) as res:\n", |
| " file_size = int(res.headers['content-length'])\n", |
| " if res.status_code != 200:\n", |
| " print(\"Error downloading files. Please open the URL to download them from browser manually.\")\n", |
| " break\n", |
| " if (\n", |
| " skip_existing and\n", |
| " os.path.exists(full_file_name) and\n", |
| " file_size == os.path.getsize(full_file_name)\n", |
| " ):\n", |
| " print(f\"Skip {file_name} because it already exists\")\n", |
| " continue\n", |
| " print(f\"Downloading {file_name}... \\r\", end=\"\")\n", |
| " with open(full_file_name, \"wb\") as fh:\n", |
| " fh.write(res.content)\n", |
| " print(\"Done. \")\n", |
| "\n", |
| "download_files(skip_existing=False)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 4, |
| "metadata": { |
| "colab": { |
| "base_uri": "https://localhost:8080/" |
| }, |
| "id": "EL0e9DEVt1LT", |
| "outputId": "16cd6450-d4a3-457a-b205-9797bbce33fc" |
| }, |
| "outputs": [], |
| "source": [ |
| "# Read Natural Earth data files into GeoDataFrames\n", |
| "df_admin0_10m = gpd.read_file(f\"{data_dir}/ne_10m_admin_0_countries.zip\")\n", |
| "df_10m = gpd.read_file(f\"{data_dir}/ne_10m_admin_1_states_provinces.zip\")\n", |
| "df_50m = gpd.read_file(f\"{data_dir}/ne_50m_admin_1_states_provinces.zip\")\n", |
| "\n", |
| "# Convert column names to lowercase\n", |
| "df_admin0_10m.columns = df_admin0_10m.columns.str.lower()" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 5, |
| "metadata": { |
| "id": "DUrz04nYt1LT", |
| "outputId": "18d7cdb0-8ab6-4238-e50c-925c5dc117b0" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/html": [ |
| "<div>\n", |
| "<style scoped>\n", |
| " .dataframe tbody tr th:only-of-type {\n", |
| " vertical-align: middle;\n", |
| " }\n", |
| "\n", |
| " .dataframe tbody tr th {\n", |
| " vertical-align: top;\n", |
| " }\n", |
| "\n", |
| " .dataframe thead th {\n", |
| " text-align: right;\n", |
| " }\n", |
| "</style>\n", |
| "<table border=\"1\" class=\"dataframe\">\n", |
| " <thead>\n", |
| " <tr style=\"text-align: right;\">\n", |
| " <th></th>\n", |
| " <th>featurecla</th>\n", |
| " <th>scalerank</th>\n", |
| " <th>adm1_code</th>\n", |
| " <th>diss_me</th>\n", |
| " <th>iso_3166_2</th>\n", |
| " <th>wikipedia</th>\n", |
| " <th>iso_a2</th>\n", |
| " <th>adm0_sr</th>\n", |
| " <th>name</th>\n", |
| " <th>name_alt</th>\n", |
| " <th>...</th>\n", |
| " <th>FCLASS_ID</th>\n", |
| " <th>FCLASS_PL</th>\n", |
| " <th>FCLASS_GR</th>\n", |
| " <th>FCLASS_IT</th>\n", |
| " <th>FCLASS_NL</th>\n", |
| " <th>FCLASS_SE</th>\n", |
| " <th>FCLASS_BD</th>\n", |
| " <th>FCLASS_UA</th>\n", |
| " <th>FCLASS_TLC</th>\n", |
| " <th>geometry</th>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>admin</th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " </tr>\n", |
| " </thead>\n", |
| " <tbody>\n", |
| " <tr>\n", |
| " <th>Australia</th>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>0</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>0</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>9</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Brazil</th>\n", |
| " <td>27</td>\n", |
| " <td>27</td>\n", |
| " <td>27</td>\n", |
| " <td>27</td>\n", |
| " <td>27</td>\n", |
| " <td>0</td>\n", |
| " <td>27</td>\n", |
| " <td>27</td>\n", |
| " <td>27</td>\n", |
| " <td>13</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>27</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Canada</th>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>13</td>\n", |
| " <td>9</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>13</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>China</th>\n", |
| " <td>31</td>\n", |
| " <td>31</td>\n", |
| " <td>31</td>\n", |
| " <td>31</td>\n", |
| " <td>31</td>\n", |
| " <td>0</td>\n", |
| " <td>31</td>\n", |
| " <td>31</td>\n", |
| " <td>31</td>\n", |
| " <td>30</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>31</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>India</th>\n", |
| " <td>36</td>\n", |
| " <td>36</td>\n", |
| " <td>36</td>\n", |
| " <td>36</td>\n", |
| " <td>36</td>\n", |
| " <td>0</td>\n", |
| " <td>36</td>\n", |
| " <td>36</td>\n", |
| " <td>36</td>\n", |
| " <td>13</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>36</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Indonesia</th>\n", |
| " <td>33</td>\n", |
| " <td>33</td>\n", |
| " <td>33</td>\n", |
| " <td>33</td>\n", |
| " <td>33</td>\n", |
| " <td>0</td>\n", |
| " <td>33</td>\n", |
| " <td>33</td>\n", |
| " <td>33</td>\n", |
| " <td>30</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>33</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Russia</th>\n", |
| " <td>85</td>\n", |
| " <td>85</td>\n", |
| " <td>85</td>\n", |
| " <td>85</td>\n", |
| " <td>85</td>\n", |
| " <td>1</td>\n", |
| " <td>85</td>\n", |
| " <td>85</td>\n", |
| " <td>85</td>\n", |
| " <td>84</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>85</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>South Africa</th>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>0</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>9</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>9</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>United States of America</th>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>51</td>\n", |
| " <td>...</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>51</td>\n", |
| " </tr>\n", |
| " </tbody>\n", |
| "</table>\n", |
| "<p>9 rows × 121 columns</p>\n", |
| "</div>" |
| ], |
| "text/plain": [ |
| " featurecla scalerank adm1_code diss_me \\\n", |
| "admin \n", |
| "Australia 9 9 9 9 \n", |
| "Brazil 27 27 27 27 \n", |
| "Canada 13 13 13 13 \n", |
| "China 31 31 31 31 \n", |
| "India 36 36 36 36 \n", |
| "Indonesia 33 33 33 33 \n", |
| "Russia 85 85 85 85 \n", |
| "South Africa 9 9 9 9 \n", |
| "United States of America 51 51 51 51 \n", |
| "\n", |
| " iso_3166_2 wikipedia iso_a2 adm0_sr name \\\n", |
| "admin \n", |
| "Australia 9 0 9 9 9 \n", |
| "Brazil 27 0 27 27 27 \n", |
| "Canada 13 13 13 13 13 \n", |
| "China 31 0 31 31 31 \n", |
| "India 36 0 36 36 36 \n", |
| "Indonesia 33 0 33 33 33 \n", |
| "Russia 85 1 85 85 85 \n", |
| "South Africa 9 0 9 9 9 \n", |
| "United States of America 51 51 51 51 51 \n", |
| "\n", |
| " name_alt ... FCLASS_ID FCLASS_PL FCLASS_GR \\\n", |
| "admin ... \n", |
| "Australia 0 ... 0 0 0 \n", |
| "Brazil 13 ... 0 0 0 \n", |
| "Canada 9 ... 0 0 0 \n", |
| "China 30 ... 0 0 0 \n", |
| "India 13 ... 0 0 0 \n", |
| "Indonesia 30 ... 0 0 0 \n", |
| "Russia 84 ... 0 0 0 \n", |
| "South Africa 9 ... 0 0 0 \n", |
| "United States of America 51 ... 0 0 0 \n", |
| "\n", |
| " FCLASS_IT FCLASS_NL FCLASS_SE FCLASS_BD \\\n", |
| "admin \n", |
| "Australia 0 0 0 0 \n", |
| "Brazil 0 0 0 0 \n", |
| "Canada 0 0 0 0 \n", |
| "China 0 0 0 0 \n", |
| "India 0 0 0 0 \n", |
| "Indonesia 0 0 0 0 \n", |
| "Russia 0 0 0 0 \n", |
| "South Africa 0 0 0 0 \n", |
| "United States of America 0 0 0 0 \n", |
| "\n", |
| " FCLASS_UA FCLASS_TLC geometry \n", |
| "admin \n", |
| "Australia 0 0 9 \n", |
| "Brazil 0 0 27 \n", |
| "Canada 0 0 13 \n", |
| "China 0 0 31 \n", |
| "India 0 0 36 \n", |
| "Indonesia 0 0 33 \n", |
| "Russia 0 0 85 \n", |
| "South Africa 0 0 9 \n", |
| "United States of America 0 0 51 \n", |
| "\n", |
| "[9 rows x 121 columns]" |
| ] |
| }, |
| "execution_count": 5, |
| "metadata": {}, |
| "output_type": "execute_result" |
| } |
| ], |
| "source": [ |
| "df_50m.groupby('admin').count()" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 6, |
| "metadata": { |
| "id": "pr1jqM3kt1LU", |
| "outputId": "7211a182-b64a-469b-fadb-af2148ec6852" |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Australia\n", |
| "Brazil\n", |
| "Canada\n", |
| "United States of America\n", |
| "China\n", |
| "India\n", |
| "Indonesia\n", |
| "Russia\n", |
| "South Africa\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Use 1:50m geometry for some large countries:\n", |
| "\n", |
| "print(*df_50m['admin'].unique(), sep='\\n')" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 7, |
| "metadata": { |
| "id": "k-KuZ8L4t1LU" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/html": [ |
| "<div>\n", |
| "<style scoped>\n", |
| " .dataframe tbody tr th:only-of-type {\n", |
| " vertical-align: middle;\n", |
| " }\n", |
| "\n", |
| " .dataframe tbody tr th {\n", |
| " vertical-align: top;\n", |
| " }\n", |
| "\n", |
| " .dataframe thead th {\n", |
| " text-align: right;\n", |
| " }\n", |
| "</style>\n", |
| "<table border=\"1\" class=\"dataframe\">\n", |
| " <thead>\n", |
| " <tr style=\"text-align: right;\">\n", |
| " <th></th>\n", |
| " <th>featurecla</th>\n", |
| " <th>scalerank</th>\n", |
| " <th>adm1_code</th>\n", |
| " <th>diss_me</th>\n", |
| " <th>iso_3166_2</th>\n", |
| " <th>wikipedia</th>\n", |
| " <th>iso_a2</th>\n", |
| " <th>adm0_sr</th>\n", |
| " <th>name</th>\n", |
| " <th>name_alt</th>\n", |
| " <th>name_local</th>\n", |
| " <th>type</th>\n", |
| " <th>type_en</th>\n", |
| " <th>code_local</th>\n", |
| " <th>code_hasc</th>\n", |
| " <th>note</th>\n", |
| " <th>hasc_maybe</th>\n", |
| " <th>region</th>\n", |
| " <th>region_cod</th>\n", |
| " <th>provnum_ne</th>\n", |
| " <th>gadm_level</th>\n", |
| " <th>check_me</th>\n", |
| " <th>datarank</th>\n", |
| " <th>abbrev</th>\n", |
| " <th>postal</th>\n", |
| " <th>area_sqkm</th>\n", |
| " <th>sameascity</th>\n", |
| " <th>labelrank</th>\n", |
| " <th>name_len</th>\n", |
| " <th>mapcolor9</th>\n", |
| " <th>mapcolor13</th>\n", |
| " <th>fips</th>\n", |
| " <th>fips_alt</th>\n", |
| " <th>woe_id</th>\n", |
| " <th>woe_label</th>\n", |
| " <th>woe_name</th>\n", |
| " <th>latitude</th>\n", |
| " <th>longitude</th>\n", |
| " <th>sov_a3</th>\n", |
| " <th>adm0_a3</th>\n", |
| " <th>adm0_label</th>\n", |
| " <th>admin</th>\n", |
| " <th>geonunit</th>\n", |
| " <th>gu_a3</th>\n", |
| " <th>gn_id</th>\n", |
| " <th>gn_name</th>\n", |
| " <th>gns_id</th>\n", |
| " <th>gns_name</th>\n", |
| " <th>gn_level</th>\n", |
| " <th>gn_region</th>\n", |
| " <th>gn_a1_code</th>\n", |
| " <th>region_sub</th>\n", |
| " <th>sub_code</th>\n", |
| " <th>gns_level</th>\n", |
| " <th>gns_lang</th>\n", |
| " <th>gns_adm1</th>\n", |
| " <th>gns_region</th>\n", |
| " <th>min_label</th>\n", |
| " <th>max_label</th>\n", |
| " <th>min_zoom</th>\n", |
| " <th>wikidataid</th>\n", |
| " <th>name_ar</th>\n", |
| " <th>name_bn</th>\n", |
| " <th>name_de</th>\n", |
| " <th>name_en</th>\n", |
| " <th>name_es</th>\n", |
| " <th>name_fr</th>\n", |
| " <th>name_el</th>\n", |
| " <th>name_hi</th>\n", |
| " <th>name_hu</th>\n", |
| " <th>name_id</th>\n", |
| " <th>name_it</th>\n", |
| " <th>name_ja</th>\n", |
| " <th>name_ko</th>\n", |
| " <th>name_nl</th>\n", |
| " <th>name_pl</th>\n", |
| " <th>name_pt</th>\n", |
| " <th>name_ru</th>\n", |
| " <th>name_sv</th>\n", |
| " <th>name_tr</th>\n", |
| " <th>name_vi</th>\n", |
| " <th>name_zh</th>\n", |
| " <th>ne_id</th>\n", |
| " <th>name_he</th>\n", |
| " <th>name_uk</th>\n", |
| " <th>name_ur</th>\n", |
| " <th>name_fa</th>\n", |
| " <th>name_zht</th>\n", |
| " <th>FCLASS_ISO</th>\n", |
| " <th>FCLASS_US</th>\n", |
| " <th>FCLASS_FR</th>\n", |
| " <th>FCLASS_RU</th>\n", |
| " <th>FCLASS_ES</th>\n", |
| " <th>FCLASS_CN</th>\n", |
| " <th>FCLASS_TW</th>\n", |
| " <th>FCLASS_IN</th>\n", |
| " <th>FCLASS_NP</th>\n", |
| " <th>FCLASS_PK</th>\n", |
| " <th>FCLASS_DE</th>\n", |
| " <th>FCLASS_GB</th>\n", |
| " <th>FCLASS_BR</th>\n", |
| " <th>FCLASS_IL</th>\n", |
| " <th>FCLASS_PS</th>\n", |
| " <th>FCLASS_SA</th>\n", |
| " <th>FCLASS_EG</th>\n", |
| " <th>FCLASS_MA</th>\n", |
| " <th>FCLASS_PT</th>\n", |
| " <th>FCLASS_AR</th>\n", |
| " <th>FCLASS_JP</th>\n", |
| " <th>FCLASS_KO</th>\n", |
| " <th>FCLASS_VN</th>\n", |
| " <th>FCLASS_TR</th>\n", |
| " <th>FCLASS_ID</th>\n", |
| " <th>FCLASS_PL</th>\n", |
| " <th>FCLASS_GR</th>\n", |
| " <th>FCLASS_IT</th>\n", |
| " <th>FCLASS_NL</th>\n", |
| " <th>FCLASS_SE</th>\n", |
| " <th>FCLASS_BD</th>\n", |
| " <th>FCLASS_UA</th>\n", |
| " <th>FCLASS_TLC</th>\n", |
| " <th>geometry</th>\n", |
| " </tr>\n", |
| " </thead>\n", |
| " <tbody>\n", |
| " <tr>\n", |
| " <th>2176</th>\n", |
| " <td>Admin-1 states provinces</td>\n", |
| " <td>10</td>\n", |
| " <td>SPM-4866</td>\n", |
| " <td>4866</td>\n", |
| " <td>PM-X01~</td>\n", |
| " <td>http://en.wikipedia.org/wiki/Saint-Pierre,_Sai...</td>\n", |
| " <td>PM</td>\n", |
| " <td>4</td>\n", |
| " <td>Saint-Pierre</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>Commune</td>\n", |
| " <td>Commune</td>\n", |
| " <td>97502</td>\n", |
| " <td>PM.SP</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>0.0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>10</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>0.0</td>\n", |
| " <td>1</td>\n", |
| " <td>20</td>\n", |
| " <td>12</td>\n", |
| " <td>9</td>\n", |
| " <td>11</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>24549865.0</td>\n", |
| " <td>St.-Pierre, PM, Saint Pierre and Miquelon</td>\n", |
| " <td>St.-Pierre</td>\n", |
| " <td>46.7795</td>\n", |
| " <td>-56.1918</td>\n", |
| " <td>FR1</td>\n", |
| " <td>SPM</td>\n", |
| " <td>3</td>\n", |
| " <td>Saint Pierre and Miquelon</td>\n", |
| " <td>Saint Pierre and Miquelon</td>\n", |
| " <td>SPM</td>\n", |
| " <td>3424935.0</td>\n", |
| " <td>Commune de Saint-Pierre</td>\n", |
| " <td>0.0</td>\n", |
| " <td>None</td>\n", |
| " <td>1.0</td>\n", |
| " <td>None</td>\n", |
| " <td>PM.97502</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>0.0</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>11.0</td>\n", |
| " <td>11.0</td>\n", |
| " <td>11.0</td>\n", |
| " <td>Q34617</td>\n", |
| " <td>سان بيير وميكلون</td>\n", |
| " <td>সাঁ পিয়ের ও মিকলোঁ</td>\n", |
| " <td>Saint-Pierre und Miquelon</td>\n", |
| " <td>Saint Pierre and Miquelon</td>\n", |
| " <td>San Pedro y Miquelón</td>\n", |
| " <td>Saint-Pierre-et-Miquelon</td>\n", |
| " <td>Σαιν-Πιερ και Μικελόν</td>\n", |
| " <td>सन्त पियर और मिकलान</td>\n", |
| " <td>Saint-Pierre és Miquelon</td>\n", |
| " <td>Saint Pierre dan Miquelon</td>\n", |
| " <td>Saint-Pierre e Miquelon</td>\n", |
| " <td>サンピエール島・ミクロン島</td>\n", |
| " <td>생피에르 미클롱</td>\n", |
| " <td>Saint-Pierre en Miquelon</td>\n", |
| " <td>Saint-Pierre i Miquelon</td>\n", |
| " <td>Saint-Pierre e Miquelon</td>\n", |
| " <td>Сен-Пьер и Микелон</td>\n", |
| " <td>Saint-Pierre och Miquelon</td>\n", |
| " <td>Saint Pierre ve Miquelon</td>\n", |
| " <td>Saint-Pierre và Miquelon</td>\n", |
| " <td>圣皮埃尔和密克隆</td>\n", |
| " <td>1159315673</td>\n", |
| " <td>סן-פייר ומיקלון</td>\n", |
| " <td>Сен-П'єр і Мікелон</td>\n", |
| " <td>سینٹ پیئر و میکیلون</td>\n", |
| " <td>سن پیر و میکلن</td>\n", |
| " <td>聖皮埃與密克隆群島</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>POLYGON ((-56.15095 46.79365, -56.15648 46.789...</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2177</th>\n", |
| " <td>Admin-1 states provinces</td>\n", |
| " <td>10</td>\n", |
| " <td>SPM-4867</td>\n", |
| " <td>4867</td>\n", |
| " <td>PM-X02~</td>\n", |
| " <td>http://en.wikipedia.org/wiki/Miquelon-Langlade</td>\n", |
| " <td>PM</td>\n", |
| " <td>4</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>Commune</td>\n", |
| " <td>Commune</td>\n", |
| " <td>97501</td>\n", |
| " <td>PM.ML</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>0.0</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>10</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>0.0</td>\n", |
| " <td>-99</td>\n", |
| " <td>20</td>\n", |
| " <td>17</td>\n", |
| " <td>9</td>\n", |
| " <td>11</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>24549864.0</td>\n", |
| " <td>Miquelon-Langlade, PM, Saint Pierre and Miquelon</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>47.0461</td>\n", |
| " <td>-56.3418</td>\n", |
| " <td>FR1</td>\n", |
| " <td>SPM</td>\n", |
| " <td>3</td>\n", |
| " <td>Saint Pierre and Miquelon</td>\n", |
| " <td>Saint Pierre and Miquelon</td>\n", |
| " <td>SPM</td>\n", |
| " <td>3424938.0</td>\n", |
| " <td>Commune de Miquelon-Langlade</td>\n", |
| " <td>-1187330.0</td>\n", |
| " <td>Saint-Pierre et Miquelon, Collectivite Territo...</td>\n", |
| " <td>1.0</td>\n", |
| " <td>None</td>\n", |
| " <td>PM.97501</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>1.0</td>\n", |
| " <td>fra</td>\n", |
| " <td>SB00</td>\n", |
| " <td>None</td>\n", |
| " <td>11.0</td>\n", |
| " <td>11.0</td>\n", |
| " <td>11.0</td>\n", |
| " <td>None</td>\n", |
| " <td>ميكلون ولانغليد</td>\n", |
| " <td>মিকুইলন-ল্যাংলেড</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelón-Langlade</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Μικελόν-Λαγκλέιντ</td>\n", |
| " <td>मिकेलॉन-लैंगलेड</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>ミクロン=ラングラード</td>\n", |
| " <td>미클롱-랭글레이드</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelão-Langlade</td>\n", |
| " <td>Микелон-Ланглад</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>Miquelon-Langlade</td>\n", |
| " <td>密克隆-朗格拉德</td>\n", |
| " <td>1159315961</td>\n", |
| " <td>מירה</td>\n", |
| " <td>Міквелон-Лангладе</td>\n", |
| " <td>میکیولون لینگلاڈے</td>\n", |
| " <td>میکوئلون-لانگلید</td>\n", |
| " <td>密克隆-朗格拉德</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>None</td>\n", |
| " <td>POLYGON ((-56.27379 46.89545, -56.2355 46.8720...</td>\n", |
| " </tr>\n", |
| " </tbody>\n", |
| "</table>\n", |
| "</div>" |
| ], |
| "text/plain": [ |
| " featurecla scalerank adm1_code diss_me iso_3166_2 \\\n", |
| "2176 Admin-1 states provinces 10 SPM-4866 4866 PM-X01~ \n", |
| "2177 Admin-1 states provinces 10 SPM-4867 4867 PM-X02~ \n", |
| "\n", |
| " wikipedia iso_a2 adm0_sr \\\n", |
| "2176 http://en.wikipedia.org/wiki/Saint-Pierre,_Sai... PM 4 \n", |
| "2177 http://en.wikipedia.org/wiki/Miquelon-Langlade PM 4 \n", |
| "\n", |
| " name name_alt name_local type type_en code_local \\\n", |
| "2176 Saint-Pierre None None Commune Commune 97502 \n", |
| "2177 Miquelon-Langlade None None Commune Commune 97501 \n", |
| "\n", |
| " code_hasc note hasc_maybe region region_cod provnum_ne gadm_level \\\n", |
| "2176 PM.SP None None None None 0.0 0 \n", |
| "2177 PM.ML None None None None 0.0 0 \n", |
| "\n", |
| " check_me datarank abbrev postal area_sqkm sameascity labelrank \\\n", |
| "2176 0 10 None None 0.0 1 20 \n", |
| "2177 0 10 None None 0.0 -99 20 \n", |
| "\n", |
| " name_len mapcolor9 mapcolor13 fips fips_alt woe_id \\\n", |
| "2176 12 9 11 None None 24549865.0 \n", |
| "2177 17 9 11 None None 24549864.0 \n", |
| "\n", |
| " woe_label woe_name \\\n", |
| "2176 St.-Pierre, PM, Saint Pierre and Miquelon St.-Pierre \n", |
| "2177 Miquelon-Langlade, PM, Saint Pierre and Miquelon Miquelon-Langlade \n", |
| "\n", |
| " latitude longitude sov_a3 adm0_a3 adm0_label \\\n", |
| "2176 46.7795 -56.1918 FR1 SPM 3 \n", |
| "2177 47.0461 -56.3418 FR1 SPM 3 \n", |
| "\n", |
| " admin geonunit gu_a3 gn_id \\\n", |
| "2176 Saint Pierre and Miquelon Saint Pierre and Miquelon SPM 3424935.0 \n", |
| "2177 Saint Pierre and Miquelon Saint Pierre and Miquelon SPM 3424938.0 \n", |
| "\n", |
| " gn_name gns_id \\\n", |
| "2176 Commune de Saint-Pierre 0.0 \n", |
| "2177 Commune de Miquelon-Langlade -1187330.0 \n", |
| "\n", |
| " gns_name gn_level gn_region \\\n", |
| "2176 None 1.0 None \n", |
| "2177 Saint-Pierre et Miquelon, Collectivite Territo... 1.0 None \n", |
| "\n", |
| " gn_a1_code region_sub sub_code gns_level gns_lang gns_adm1 gns_region \\\n", |
| "2176 PM.97502 None None 0.0 None None None \n", |
| "2177 PM.97501 None None 1.0 fra SB00 None \n", |
| "\n", |
| " min_label max_label min_zoom wikidataid name_ar \\\n", |
| "2176 11.0 11.0 11.0 Q34617 سان بيير وميكلون \n", |
| "2177 11.0 11.0 11.0 None ميكلون ولانغليد \n", |
| "\n", |
| " name_bn name_de \\\n", |
| "2176 সাঁ পিয়ের ও মিকলোঁ Saint-Pierre und Miquelon \n", |
| "2177 মিকুইলন-ল্যাংলেড Miquelon-Langlade \n", |
| "\n", |
| " name_en name_es \\\n", |
| "2176 Saint Pierre and Miquelon San Pedro y Miquelón \n", |
| "2177 Miquelon-Langlade Miquelón-Langlade \n", |
| "\n", |
| " name_fr name_el name_hi \\\n", |
| "2176 Saint-Pierre-et-Miquelon Σαιν-Πιερ και Μικελόν सन्त पियर और मिकलान \n", |
| "2177 Miquelon-Langlade Μικελόν-Λαγκλέιντ मिकेलॉन-लैंगलेड \n", |
| "\n", |
| " name_hu name_id \\\n", |
| "2176 Saint-Pierre és Miquelon Saint Pierre dan Miquelon \n", |
| "2177 Miquelon-Langlade Miquelon-Langlade \n", |
| "\n", |
| " name_it name_ja name_ko \\\n", |
| "2176 Saint-Pierre e Miquelon サンピエール島・ミクロン島 생피에르 미클롱 \n", |
| "2177 Miquelon-Langlade ミクロン=ラングラード 미클롱-랭글레이드 \n", |
| "\n", |
| " name_nl name_pl \\\n", |
| "2176 Saint-Pierre en Miquelon Saint-Pierre i Miquelon \n", |
| "2177 Miquelon-Langlade Miquelon-Langlade \n", |
| "\n", |
| " name_pt name_ru name_sv \\\n", |
| "2176 Saint-Pierre e Miquelon Сен-Пьер и Микелон Saint-Pierre och Miquelon \n", |
| "2177 Miquelão-Langlade Микелон-Ланглад Miquelon-Langlade \n", |
| "\n", |
| " name_tr name_vi name_zh \\\n", |
| "2176 Saint Pierre ve Miquelon Saint-Pierre và Miquelon 圣皮埃尔和密克隆 \n", |
| "2177 Miquelon-Langlade Miquelon-Langlade 密克隆-朗格拉德 \n", |
| "\n", |
| " ne_id name_he name_uk name_ur \\\n", |
| "2176 1159315673 סן-פייר ומיקלון Сен-П'єр і Мікелон سینٹ پیئر و میکیلون \n", |
| "2177 1159315961 מירה Міквелон-Лангладе میکیولون لینگلاڈے \n", |
| "\n", |
| " name_fa name_zht FCLASS_ISO FCLASS_US FCLASS_FR FCLASS_RU \\\n", |
| "2176 سن پیر و میکلن 聖皮埃與密克隆群島 None None None None \n", |
| "2177 میکوئلون-لانگلید 密克隆-朗格拉德 None None None None \n", |
| "\n", |
| " FCLASS_ES FCLASS_CN FCLASS_TW FCLASS_IN FCLASS_NP FCLASS_PK FCLASS_DE \\\n", |
| "2176 None None None None None None None \n", |
| "2177 None None None None None None None \n", |
| "\n", |
| " FCLASS_GB FCLASS_BR FCLASS_IL FCLASS_PS FCLASS_SA FCLASS_EG FCLASS_MA \\\n", |
| "2176 None None None None None None None \n", |
| "2177 None None None None None None None \n", |
| "\n", |
| " FCLASS_PT FCLASS_AR FCLASS_JP FCLASS_KO FCLASS_VN FCLASS_TR FCLASS_ID \\\n", |
| "2176 None None None None None None None \n", |
| "2177 None None None None None None None \n", |
| "\n", |
| " FCLASS_PL FCLASS_GR FCLASS_IT FCLASS_NL FCLASS_SE FCLASS_BD FCLASS_UA \\\n", |
| "2176 None None None None None None None \n", |
| "2177 None None None None None None None \n", |
| "\n", |
| " FCLASS_TLC geometry \n", |
| "2176 None POLYGON ((-56.15095 46.79365, -56.15648 46.789... \n", |
| "2177 None POLYGON ((-56.27379 46.89545, -56.2355 46.8720... " |
| ] |
| }, |
| "execution_count": 7, |
| "metadata": {}, |
| "output_type": "execute_result" |
| } |
| ], |
| "source": [ |
| "df = pd.concat([df_10m[~df_10m['admin'].isin(df_50m['admin'].unique())], df_50m])\n", |
| "rdf = df[(df['admin'] == 'Saint Pierre and Miquelon')]\n", |
| "pd.set_option('display.max_rows', None)\n", |
| "pd.set_option('display.max_columns', None)\n", |
| "rdf" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "06nhCSvTt1LU" |
| }, |
| "source": [ |
| "## Adjust the Maps\n", |
| "\n", |
| "<span style=\"color: red; font-size: 1.5em\">TO SUPPORT NEW COUNTRIES, ADD COUNTRY NAME BELOW</span>" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 8, |
| "metadata": { |
| "id": "-4uH5XaEt1LU" |
| }, |
| "outputs": [], |
| "source": [ |
| "# Country names used in file names\n", |
| "countries = [\n", |
| " 'afghanistan',\n", |
| " 'aland',\n", |
| " 'albania',\n", |
| " 'algeria',\n", |
| " 'american samoa',\n", |
| " 'andorra',\n", |
| " 'angola',\n", |
| " 'anguilla', \n", |
| " 'antarctica',\n", |
| " 'antigua and barbuda',\n", |
| " 'argentina',\n", |
| " 'armenia',\n", |
| " 'aruba',\n", |
| " 'australia',\n", |
| " 'austria',\n", |
| " 'azerbaijan',\n", |
| " 'the bahamas',\n", |
| " 'bahrain',\n", |
| " 'bangladesh',\n", |
| " 'barbados',\n", |
| " 'belarus',\n", |
| " 'belgium',\n", |
| " 'belize',\n", |
| " 'benin',\n", |
| " 'bermuda',\n", |
| " 'bhutan',\n", |
| " 'bolivia',\n", |
| " # 'bonaire, sint eustatius and saba', # Part of Netherlands Antilles, part of Netherlands, according to Natural Earth?\n", |
| " 'bosnia and herzegovina',\n", |
| " 'botswana',\n", |
| " # 'bouvet island', # part of Norway, in Natural Earth data\n", |
| " 'brazil',\n", |
| " 'brunei',\n", |
| " 'british indian ocean territory',\n", |
| " 'bulgaria',\n", |
| " 'burkina faso',\n", |
| " 'burundi',\n", |
| " 'cape verde',\n", |
| " 'cambodia',\n", |
| " 'cameroon',\n", |
| " 'canada',\n", |
| " 'cayman islands',\n", |
| " 'central african republic',\n", |
| " 'chad',\n", |
| " 'chile',\n", |
| " 'china',\n", |
| " # 'christmas island', # part of British Indian Ocean Territory, according to Natural Earth\n", |
| " # 'cocos (keeling) islands', # part of British Indian Ocean Territory, according to Natural Earth\n", |
| " 'colombia',\n", |
| " 'comoros',\n", |
| " 'democratic republic of the congo',\n", |
| " 'cook islands',\n", |
| " 'costa rica',\n", |
| " 'croatia',\n", |
| " 'cuba',\n", |
| " 'curaçao',\n", |
| " 'cyprus',\n", |
| " 'czech republic',\n", |
| " 'denmark',\n", |
| " 'djibouti',\n", |
| " 'dominica',\n", |
| " 'dominican republic',\n", |
| " 'ecuador',\n", |
| " 'egypt',\n", |
| " 'el salvador',\n", |
| " 'equatorial guinea',\n", |
| " 'eritrea',\n", |
| " 'estonia',\n", |
| " # 'eswatini', # not sure why this doesn't work — Swaziland isn't available to alias, either.\n", |
| " 'ethiopia',\n", |
| " 'falkland islands',\n", |
| " 'faroe islands',\n", |
| " 'fiji',\n", |
| " 'finland',\n", |
| " 'france',\n", |
| " # 'french guiana',\n", |
| " 'french polynesia',\n", |
| " #'french southern and antarctic lands',\n", |
| " 'gabon', \n", |
| " 'gambia',\n", |
| " 'germany',\n", |
| " 'ghana',\n", |
| " 'gibraltar',\n", |
| " 'greece',\n", |
| " 'greenland',\n", |
| " 'grenada',\n", |
| " # 'guadeloupe', # part of France, in Natural Earth data\n", |
| " 'guam',\n", |
| " 'guatemala',\n", |
| " 'haiti',\n", |
| " 'hungary',\n", |
| " 'guernsey',\n", |
| " 'guinea',\n", |
| " # 'guinea-bissau', # not sure why this isn't working\n", |
| " 'guyana',\n", |
| " 'honduras',\n", |
| " 'iceland',\n", |
| " 'india',\n", |
| " 'indonesia',\n", |
| " 'iran',\n", |
| " 'israel',\n", |
| " 'italy',\n", |
| " 'ivory coast',\n", |
| " 'japan',\n", |
| " 'jordan',\n", |
| " 'kazakhstan',\n", |
| " 'kenya',\n", |
| " 'korea',\n", |
| " 'kuwait',\n", |
| " 'kyrgyzstan',\n", |
| " 'laos',\n", |
| " 'latvia',\n", |
| " 'lebanon',\n", |
| " 'lesotho',\n", |
| " 'liberia',\n", |
| " 'libya',\n", |
| " 'liechtenstein',\n", |
| " 'lithuania',\n", |
| " 'luxembourg',\n", |
| " # 'macao', # part of China, in Natural Earth data\n", |
| " 'macedonia',\n", |
| " 'madagascar',\n", |
| " 'malawi',\n", |
| " 'malaysia',\n", |
| " 'maldives',\n", |
| " 'mali',\n", |
| " 'malta',\n", |
| " 'marshall islands',\n", |
| " # 'martinique', # part of France, in Natural Earth data\n", |
| " 'mauritania',\n", |
| " 'mauritius',\n", |
| " # 'mayotte', # part of France, in Natural Earth data\n", |
| " 'mexico',\n", |
| " 'moldova',\n", |
| " 'montserrat',\n", |
| " 'monaco',\n", |
| " 'mongolia',\n", |
| " 'montenegro',\n", |
| " 'morocco',\n", |
| " 'mozambique',\n", |
| " 'myanmar',\n", |
| " 'namibia',\n", |
| " 'nauru',\n", |
| " 'nepal',\n", |
| " 'netherlands',\n", |
| " 'new caledonia',\n", |
| " 'new zealand',\n", |
| " 'nicaragua',\n", |
| " 'niger',\n", |
| " 'nigeria',\n", |
| " 'niue',\n", |
| " 'norfolk island',\n", |
| " 'northern mariana islands',\n", |
| " 'norway',\n", |
| " 'oman',\n", |
| " 'pakistan',\n", |
| " 'palau',\n", |
| " # 'palestine', # part of Israel, in Natural Earth data\n", |
| " 'panama',\n", |
| " 'papua new guinea',\n", |
| " 'paraguay',\n", |
| " 'peru',\n", |
| " # 'pitcairn', # part of UK, in Natural Earth data\n", |
| " 'philippines',\n", |
| " 'poland',\n", |
| " 'portugal',\n", |
| " 'puerto rico',\n", |
| " 'qatar',\n", |
| " # 'réunion', # part of France, in Natural Earth data\n", |
| " 'republic of serbia',\n", |
| " 'romania',\n", |
| " 'russia',\n", |
| " 'rwanda',\n", |
| " 'saint barthelemy',\n", |
| " # 'saint helena, ascension and tristan da cunha', # part of UK, in Natural Earth data\n", |
| " 'saint lucia',\n", |
| " 'saint martin',\n", |
| " #'saint martin (french part)', part of Saint Martin, in Natural Earth data\n", |
| " 'saint pierre and miquelon',\n", |
| " 'saint vincent and the grenadines',\n", |
| " 'samoa',\n", |
| " 'san marino',\n", |
| " 'sao tome and principe',\n", |
| " 'saudi arabia',\n", |
| " 'senegal',\n", |
| " 'seychelles',\n", |
| " 'sierra leone',\n", |
| " 'singapore',\n", |
| " # 'sint maarten (dutch part)', part of Saint Martin, in Natural Earth data\n", |
| " 'slovakia',\n", |
| " 'slovenia',\n", |
| " 'solomon islands',\n", |
| " 'somalia',\n", |
| " 'south africa',\n", |
| " # 'south sudan', # part of Sudan, in Natural Earth data\n", |
| " 'spain',\n", |
| " 'sri lanka',\n", |
| " 'sudan',\n", |
| " 'suriname',\n", |
| " # 'svalbard and jan mayen', # part of Norway, in Natural Earth data\n", |
| " 'sweden',\n", |
| " 'switzerland',\n", |
| " 'syria',\n", |
| " 'taiwan',\n", |
| " 'tajikistan',\n", |
| " 'tanzania',\n", |
| " 'thailand',\n", |
| " 'timorleste',\n", |
| " 'togo',\n", |
| " # 'tokelau', # part of New Zealand, in Natural Earth data\n", |
| " 'tonga',\n", |
| " 'trinidad and tobago',\n", |
| " 'tunisia',\n", |
| " 'turkey',\n", |
| " 'turkmenistan',\n", |
| " 'turks and caicos islands',\n", |
| " 'tuvalu',\n", |
| " 'uganda',\n", |
| " 'uk',\n", |
| " 'ukraine',\n", |
| " 'united arab emirates',\n", |
| " 'united states minor outlying islands',\n", |
| " 'uruguay',\n", |
| " 'usa',\n", |
| " 'uzbekistan',\n", |
| " 'vanuatu',\n", |
| " 'vatican',\n", |
| " 'venezuela',\n", |
| " 'vietnam',\n", |
| " 'british virgin islands',\n", |
| " 'united states virgin islands',\n", |
| " 'wallis and futuna',\n", |
| " 'yemen',\n", |
| " 'zambia',\n", |
| " 'zimbabwe'\n", |
| "]\n", |
| "\n", |
| "# country name used in dataset\n", |
| "country_name_aliases = {\n", |
| " \"korea\": \"south korea\",\n", |
| " \"uk\": \"united kingdom\",\n", |
| " \"usa\": \"united states of america\",\n", |
| " \"timorleste\": \"east timor\",\n", |
| " \"tanzania\": \"united republic of tanzania\",\n", |
| "}\n", |
| "\n", |
| "# CSV files that are defined later in the notebook:\n", |
| "region_maps = [\n", |
| " 'france_regions',\n", |
| " 'france_overseas',\n", |
| " 'italy_regions',\n", |
| " 'philippines_regions',\n", |
| " 'turkey_regions'\n", |
| "]\n", |
| "\n", |
| "# Make sure all country names are covered:\n", |
| "invalid_countries = [x for x in countries if (country_name_aliases.get(x, x) not in df[\"admin\"].str.lower().unique()) and (x not in region_maps)]\n", |
| "\n", |
| "if invalid_countries:\n", |
| " print(f\"Following country names are not valid: {invalid_countries}\")" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "7z--iQz4t1LU" |
| }, |
| "source": [ |
| "Preview all countries:" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 9, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "# Plotting style defaults:\n", |
| "plot_styles = {\n", |
| " 'edgecolor': 'black', # Sets the color of the border of each geometry in the plot to black\n", |
| " 'column': 'name', # Specifies the column to be used for coloring the geometries based on its values\n", |
| " 'legend': False, # Disables the legend for the plot\n", |
| " 'cmap': 'tab20', # Sets the colormap to 'tab20' which provides a distinct set of colors for visual differentiation\n", |
| " 'linewidth': 0.25 # Sets the thickness of the edges/borders of the geometries\n", |
| "}" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 10, |
| "metadata": { |
| "id": "tJ_WNQl8t1LU", |
| "outputId": "4f601ce0-26e4-4a40-c36c-8449420e9406" |
| }, |
| "outputs": [], |
| "source": [ |
| "def get_gdf(country):\n", |
| " country_alias = country_name_aliases.get(country, country)\n", |
| " if alt_maps and country in alt_maps:\n", |
| " gdf = alt_maps[country]\n", |
| " else:\n", |
| " gdf = df[df[\"admin\"].str.lower() == country_alias]\n", |
| " return gdf.copy()\n", |
| "\n", |
| "def plot_all_countries(countries, subplot_width=5, subplot_height=5, base_tolerance=0.01):\n", |
| " if not countries:\n", |
| " print(\"No countries to plot.\")\n", |
| " return\n", |
| "\n", |
| " num_countries = len(countries)\n", |
| " ncols = 6 # Set fixed number of columns\n", |
| " nrows = max((num_countries + ncols - 1) // ncols, 1) # Ensure at least one row\n", |
| "\n", |
| " figsize = (ncols * subplot_width, nrows * subplot_height)\n", |
| " print(f\"Debug Info: figsize={figsize}, ncols={ncols}, nrows={nrows}, num_countries={num_countries}\")\n", |
| "\n", |
| " plt.figure(figsize=figsize)\n", |
| " plt.rc('font', size=24) # Sets the font size globally\n", |
| "\n", |
| " for i, country in enumerate(countries):\n", |
| " ax = plt.subplot(nrows, ncols, i + 1)\n", |
| " gdf = get_gdf(country)\n", |
| " if not gdf.empty:\n", |
| " gdf_projected = gdf.to_crs(epsg=6933)\n", |
| " area = gdf_projected['geometry'].area.sum()\n", |
| " dynamic_tolerance = base_tolerance * (area / 1e6) ** 0.8 \n", |
| " gdf_projected['geometry'] = gdf_projected['geometry'].simplify(tolerance=dynamic_tolerance, preserve_topology=True)\n", |
| "\n", |
| " gdf.plot(ax=ax, **plot_styles)\n", |
| " ax.set_aspect('equal', adjustable='datalim')\n", |
| " else:\n", |
| " ax.text(0.5, 0.5, country, ha='center', va='center', fontsize=24)\n", |
| " ax.set_title(country)\n", |
| "\n", |
| " plt.tight_layout()\n", |
| " plt.show()\n", |
| " plt.rcdefaults()\n", |
| "\n", |
| "\n", |
| "# If you want to see a preview of all countries before they're touched up, just switch this to True:\n", |
| "# It's disabled because it takes a while to run.\n", |
| "plot_preview = False\n", |
| "if plot_preview:\n", |
| " plot_all_countries()" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "7Ab0_rHVt1LU" |
| }, |
| "source": [ |
| "### Handle countries with flying islands\n", |
| "\n", |
| "- For countries with flying islands, we need to move the islands closer to the mainland.\n", |
| "- TODO: There are several countries that could use some design touchup, including\n", |
| " - American Samoa\n", |
| " - Cook Islands\n", |
| " - Fiji\n", |
| " - French Polynesia\n", |
| " - Maldives\n", |
| " - Marshall Islands\n", |
| " - Mauritius\n", |
| " - New Zealand\n", |
| " - Palau\n", |
| " - Portugal\n", |
| " - Seychelles\n", |
| " - Tonga\n", |
| " - United States Minor Outlying Islands" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "Z4y46Zuot1LU" |
| }, |
| "source": [ |
| "#### USA" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 11, |
| "metadata": { |
| "id": "xx8IbBKtt1LU", |
| "outputId": "025139d2-ba0b-43a9-e2ec-f4608e6ecad2" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 11, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "usa = df[df['adm0_a3'] == 'USA']\n", |
| "not speed_run and usa.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 12, |
| "metadata": { |
| "id": "ixC6KENXt1LU", |
| "outputId": "8e63cb2d-d733-4a9f-caf6-ccc843f15b5d" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 12, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 800x800 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "def reposition(df, idx, xoff=None, yoff=None, xscale=None, yscale=None, simplify=None):\n", |
| "\n", |
| " def move_and_scale(series):\n", |
| " if xoff or yoff:\n", |
| " series = shapely.affinity.translate(series, xoff or 0, yoff or 0)\n", |
| " if xscale or yscale:\n", |
| " series = shapely.affinity.scale(series, xscale or 1, yscale or 1)\n", |
| " if simplify:\n", |
| " series = series.simplify(simplify, preserve_topology=False)\n", |
| " return series\n", |
| "\n", |
| " df.loc[idx, 'geometry'] = df.loc[idx, 'geometry'].apply(move_and_scale)\n", |
| "\n", |
| "\n", |
| "usa_copy = usa.copy()\n", |
| "reposition(usa_copy, usa.name == 'Hawaii', 51, 5.5)\n", |
| "reposition(usa_copy, usa.name == 'Alaska', 35, -34, 0.35, 0.35)\n", |
| "\n", |
| "not speed_run and usa_copy.plot(figsize=(8,8), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "d1p9cWNxt1LU" |
| }, |
| "source": [ |
| "#### China\n", |
| "\n", |
| "China claims sovereign over Taiwan. For disputed territories, we respect each country and give them what they want.\n", |
| "\n", |
| "In addition, Hong Kong and Macau should also be included in a China map." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 13, |
| "metadata": { |
| "id": "vN4Ngpe7t1LU", |
| "outputId": "3bcdc612-cc01-49be-fe19-f6e08e833fca" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/html": [ |
| "<div>\n", |
| "<style scoped>\n", |
| " .dataframe tbody tr th:only-of-type {\n", |
| " vertical-align: middle;\n", |
| " }\n", |
| "\n", |
| " .dataframe tbody tr th {\n", |
| " vertical-align: top;\n", |
| " }\n", |
| "\n", |
| " .dataframe thead th {\n", |
| " text-align: right;\n", |
| " }\n", |
| "</style>\n", |
| "<table border=\"1\" class=\"dataframe\">\n", |
| " <thead>\n", |
| " <tr style=\"text-align: right;\">\n", |
| " <th></th>\n", |
| " <th>featurecla</th>\n", |
| " <th>scalerank</th>\n", |
| " <th>labelrank</th>\n", |
| " <th>sov_a3</th>\n", |
| " <th>type</th>\n", |
| " <th>admin</th>\n", |
| " <th>adm0_a3</th>\n", |
| " <th>gu_a3</th>\n", |
| " <th>name</th>\n", |
| " <th>abbrev</th>\n", |
| " <th>postal</th>\n", |
| " <th>name_alt</th>\n", |
| " <th>mapcolor9</th>\n", |
| " <th>mapcolor13</th>\n", |
| " <th>iso_a2</th>\n", |
| " <th>woe_id</th>\n", |
| " <th>name_len</th>\n", |
| " <th>min_zoom</th>\n", |
| " <th>min_label</th>\n", |
| " <th>max_label</th>\n", |
| " <th>ne_id</th>\n", |
| " <th>wikidataid</th>\n", |
| " <th>name_ar</th>\n", |
| " <th>name_bn</th>\n", |
| " <th>name_de</th>\n", |
| " <th>name_en</th>\n", |
| " <th>name_es</th>\n", |
| " <th>name_fa</th>\n", |
| " <th>name_fr</th>\n", |
| " <th>name_el</th>\n", |
| " <th>name_he</th>\n", |
| " <th>name_hi</th>\n", |
| " <th>name_hu</th>\n", |
| " <th>name_id</th>\n", |
| " <th>name_it</th>\n", |
| " <th>name_ja</th>\n", |
| " <th>name_ko</th>\n", |
| " <th>name_nl</th>\n", |
| " <th>name_pl</th>\n", |
| " <th>name_pt</th>\n", |
| " <th>name_ru</th>\n", |
| " <th>name_sv</th>\n", |
| " <th>name_tr</th>\n", |
| " <th>name_uk</th>\n", |
| " <th>name_ur</th>\n", |
| " <th>name_vi</th>\n", |
| " <th>name_zh_x</th>\n", |
| " <th>name_zht</th>\n", |
| " <th>geometry</th>\n", |
| " <th>name_zh_y</th>\n", |
| " <th>iso_3166_2</th>\n", |
| " </tr>\n", |
| " </thead>\n", |
| " <tbody>\n", |
| " <tr>\n", |
| " <th>0</th>\n", |
| " <td>Admin-0 country</td>\n", |
| " <td>0</td>\n", |
| " <td>4</td>\n", |
| " <td>CH1</td>\n", |
| " <td>Country</td>\n", |
| " <td>Hong Kong S.A.R.</td>\n", |
| " <td>HKG</td>\n", |
| " <td>HKG</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>H.K.</td>\n", |
| " <td>HK</td>\n", |
| " <td>None</td>\n", |
| " <td>4</td>\n", |
| " <td>3</td>\n", |
| " <td>HK</td>\n", |
| " <td>24865698</td>\n", |
| " <td>9</td>\n", |
| " <td>0.0</td>\n", |
| " <td>4.0</td>\n", |
| " <td>9.0</td>\n", |
| " <td>1159320473</td>\n", |
| " <td>Q8646</td>\n", |
| " <td>هونغ كونغ</td>\n", |
| " <td>হংকং</td>\n", |
| " <td>Hongkong</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>هنگ کنگ</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>Χονγκ Κονγκ</td>\n", |
| " <td>הונג קונג</td>\n", |
| " <td>हांगकांग</td>\n", |
| " <td>Hongkong</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>香港</td>\n", |
| " <td>홍콩</td>\n", |
| " <td>Hongkong</td>\n", |
| " <td>Hongkong</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>Гонконг</td>\n", |
| " <td>Hongkong</td>\n", |
| " <td>Hong Kong</td>\n", |
| " <td>Гонконг</td>\n", |
| " <td>ہانگ کانگ</td>\n", |
| " <td>Hồng Kông</td>\n", |
| " <td>香港</td>\n", |
| " <td>香港</td>\n", |
| " <td>MULTIPOLYGON (((114.22983 22.55581, 114.23471 ...</td>\n", |
| " <td>香港特别行政区</td>\n", |
| " <td>CN-91</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1</th>\n", |
| " <td>Admin-0 country</td>\n", |
| " <td>0</td>\n", |
| " <td>3</td>\n", |
| " <td>TWN</td>\n", |
| " <td>Sovereign country</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>TWN</td>\n", |
| " <td>TWN</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>TW</td>\n", |
| " <td>None</td>\n", |
| " <td>7</td>\n", |
| " <td>2</td>\n", |
| " <td>CN-TW</td>\n", |
| " <td>23424971</td>\n", |
| " <td>6</td>\n", |
| " <td>0.0</td>\n", |
| " <td>4.5</td>\n", |
| " <td>8.0</td>\n", |
| " <td>1159321335</td>\n", |
| " <td>Q865</td>\n", |
| " <td>تايوان</td>\n", |
| " <td>তাইওয়ান</td>\n", |
| " <td>Republik China</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>República de China</td>\n", |
| " <td>تایوان</td>\n", |
| " <td>Taïwan</td>\n", |
| " <td>Δημοκρατία της Κίνας</td>\n", |
| " <td>טאיוואן</td>\n", |
| " <td>चीनी गणराज्य</td>\n", |
| " <td>Kínai Köztársaság</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>中華民国</td>\n", |
| " <td>중화민국</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>Republika Chińska</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>Тайвань</td>\n", |
| " <td>Taiwan</td>\n", |
| " <td>Çin Cumhuriyeti</td>\n", |
| " <td>Республіка Китай</td>\n", |
| " <td>تائیوان</td>\n", |
| " <td>Đài Loan</td>\n", |
| " <td>中华民国</td>\n", |
| " <td>中華民國</td>\n", |
| " <td>MULTIPOLYGON (((121.90577 24.9501, 121.83473 2...</td>\n", |
| " <td>中国台湾</td>\n", |
| " <td>CN-71</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2</th>\n", |
| " <td>Admin-0 country</td>\n", |
| " <td>0</td>\n", |
| " <td>4</td>\n", |
| " <td>CH1</td>\n", |
| " <td>Country</td>\n", |
| " <td>Macao S.A.R</td>\n", |
| " <td>MAC</td>\n", |
| " <td>MAC</td>\n", |
| " <td>Macao</td>\n", |
| " <td>Mac.</td>\n", |
| " <td>MO</td>\n", |
| " <td>None</td>\n", |
| " <td>4</td>\n", |
| " <td>3</td>\n", |
| " <td>MO</td>\n", |
| " <td>20070017</td>\n", |
| " <td>5</td>\n", |
| " <td>0.0</td>\n", |
| " <td>4.0</td>\n", |
| " <td>9.0</td>\n", |
| " <td>1159320475</td>\n", |
| " <td>Q14773</td>\n", |
| " <td>ماكاو</td>\n", |
| " <td>মাকাও</td>\n", |
| " <td>Macau</td>\n", |
| " <td>Macau</td>\n", |
| " <td>Macao</td>\n", |
| " <td>ماکائو</td>\n", |
| " <td>Macao</td>\n", |
| " <td>Μακάου</td>\n", |
| " <td>מקאו</td>\n", |
| " <td>मकाउ</td>\n", |
| " <td>Makaó</td>\n", |
| " <td>Makau</td>\n", |
| " <td>Macao</td>\n", |
| " <td>マカオ</td>\n", |
| " <td>마카오</td>\n", |
| " <td>Macau</td>\n", |
| " <td>Makau</td>\n", |
| " <td>Macau</td>\n", |
| " <td>Макао</td>\n", |
| " <td>Macao</td>\n", |
| " <td>Makao</td>\n", |
| " <td>Аоминь</td>\n", |
| " <td>مکاؤ</td>\n", |
| " <td>Ma Cao</td>\n", |
| " <td>澳门</td>\n", |
| " <td>澳門</td>\n", |
| " <td>MULTIPOLYGON (((113.5586 22.16303, 113.56943 2...</td>\n", |
| " <td>澳门特别行政区</td>\n", |
| " <td>CN-92</td>\n", |
| " </tr>\n", |
| " </tbody>\n", |
| "</table>\n", |
| "</div>" |
| ], |
| "text/plain": [ |
| " featurecla scalerank labelrank sov_a3 type \\\n", |
| "0 Admin-0 country 0 4 CH1 Country \n", |
| "1 Admin-0 country 0 3 TWN Sovereign country \n", |
| "2 Admin-0 country 0 4 CH1 Country \n", |
| "\n", |
| " admin adm0_a3 gu_a3 name abbrev postal name_alt \\\n", |
| "0 Hong Kong S.A.R. HKG HKG Hong Kong H.K. HK None \n", |
| "1 Taiwan TWN TWN Taiwan Taiwan TW None \n", |
| "2 Macao S.A.R MAC MAC Macao Mac. MO None \n", |
| "\n", |
| " mapcolor9 mapcolor13 iso_a2 woe_id name_len min_zoom min_label \\\n", |
| "0 4 3 HK 24865698 9 0.0 4.0 \n", |
| "1 7 2 CN-TW 23424971 6 0.0 4.5 \n", |
| "2 4 3 MO 20070017 5 0.0 4.0 \n", |
| "\n", |
| " max_label ne_id wikidataid name_ar name_bn name_de \\\n", |
| "0 9.0 1159320473 Q8646 هونغ كونغ হংকং Hongkong \n", |
| "1 8.0 1159321335 Q865 تايوان তাইওয়ান Republik China \n", |
| "2 9.0 1159320475 Q14773 ماكاو মাকাও Macau \n", |
| "\n", |
| " name_en name_es name_fa name_fr name_el \\\n", |
| "0 Hong Kong Hong Kong هنگ کنگ Hong Kong Χονγκ Κονγκ \n", |
| "1 Taiwan República de China تایوان Taïwan Δημοκρατία της Κίνας \n", |
| "2 Macau Macao ماکائو Macao Μακάου \n", |
| "\n", |
| " name_he name_hi name_hu name_id name_it name_ja \\\n", |
| "0 הונג קונג हांगकांग Hongkong Hong Kong Hong Kong 香港 \n", |
| "1 טאיוואן चीनी गणराज्य Kínai Köztársaság Taiwan Taiwan 中華民国 \n", |
| "2 מקאו मकाउ Makaó Makau Macao マカオ \n", |
| "\n", |
| " name_ko name_nl name_pl name_pt name_ru name_sv \\\n", |
| "0 홍콩 Hongkong Hongkong Hong Kong Гонконг Hongkong \n", |
| "1 중화민국 Taiwan Republika Chińska Taiwan Тайвань Taiwan \n", |
| "2 마카오 Macau Makau Macau Макао Macao \n", |
| "\n", |
| " name_tr name_uk name_ur name_vi name_zh_x name_zht \\\n", |
| "0 Hong Kong Гонконг ہانگ کانگ Hồng Kông 香港 香港 \n", |
| "1 Çin Cumhuriyeti Республіка Китай تائیوان Đài Loan 中华民国 中華民國 \n", |
| "2 Makao Аоминь مکاؤ Ma Cao 澳门 澳門 \n", |
| "\n", |
| " geometry name_zh_y iso_3166_2 \n", |
| "0 MULTIPOLYGON (((114.22983 22.55581, 114.23471 ... 香港特别行政区 CN-91 \n", |
| "1 MULTIPOLYGON (((121.90577 24.9501, 121.83473 2... 中国台湾 CN-71 \n", |
| "2 MULTIPOLYGON (((113.5586 22.16303, 113.56943 2... 澳门特别行政区 CN-92 " |
| ] |
| }, |
| "execution_count": 13, |
| "metadata": {}, |
| "output_type": "execute_result" |
| } |
| ], |
| "source": [ |
| "# Chinese Special Administrative Regions\n", |
| "china_sars = df_admin0_10m.loc[\n", |
| " df_admin0_10m.name_en.isin(['Taiwan', 'Hong Kong', 'Macau']),\n", |
| " [x for x in df_admin0_10m.columns if x in df.columns]\n", |
| "]\n", |
| "china_sars = china_sars.merge(pd.DataFrame(\n", |
| " data={\n", |
| " \"name_en\": [\"Taiwan\", \"Hong Kong\", \"Macau\"],\n", |
| " \"name_zh\": [\"中国台湾\", \"香港特别行政区\", \"澳门特别行政区\"],\n", |
| " \"iso_3166_2\": [\"CN-71\", \"CN-91\", \"CN-92\"],\n", |
| " },\n", |
| "), on=\"name_en\", how=\"left\")\n", |
| "china_sars" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 14, |
| "metadata": { |
| "id": "PP6E24eEt1LV", |
| "outputId": "2621d5f1-1edc-42fc-e8df-8afd6a525cc6", |
| "scrolled": true |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 14, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "china = df[df.admin == \"China\"]\n", |
| "china_copy = pd.concat([china, china_sars], ignore_index=True)\n", |
| "\n", |
| "# Combine the 'name_zh' columns\n", |
| "china_copy[\"name_zh\"] = china_copy[\"name_zh\"].combine_first(china_copy[\"name_zh_y\"])\n", |
| "\n", |
| "# Drop the extra 'name_zh_x' and 'name_zh_y' columns, if they exist\n", |
| "china_copy = china_copy.drop([\"name_zh_x\", \"name_zh_y\"], axis=1)\n", |
| "\n", |
| "# Plotting the DataFrame\n", |
| "not speed_run and china_copy.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "nqn5qsR-t1LV" |
| }, |
| "source": [ |
| "Note [ISO-3166-2:CN](https://en.wikipedia.org/wiki/ISO_3166-2:CN) has updated subdivisions to use letters instead of numbers (e.g. `CN-91` -> `CN-HK`). We kept the numeric code for backward compatibility." |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "iNnVk5dut1LV" |
| }, |
| "source": [ |
| "#### Finland\n", |
| "\n", |
| "- The Åland Islands (ISO country code AX) is an autonomous region of Finland, and carries the ISO-3166 code FI-01." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 15, |
| "metadata": { |
| "id": "LuNGgwiQt1LV" |
| }, |
| "outputs": [], |
| "source": [ |
| "finland_aland = df_admin0_10m.loc[\n", |
| " df_admin0_10m.name_en.isin(['Åland']),\n", |
| " [x for x in df_admin0_10m.columns if x in df.columns]\n", |
| "]\n", |
| "finland_aland = finland_aland.merge(pd.DataFrame(\n", |
| " data={\n", |
| " \"name_en\": [\"Åland\"],\n", |
| " \"name_fi\": [\"Ahvenanmaan maakunta\"],\n", |
| " \"iso_3166_2\": [\"FI-01\"],\n", |
| " },\n", |
| "), on=\"name_en\", how=\"left\")\n" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 16, |
| "metadata": { |
| "id": "v8ig_jQDt1LV", |
| "outputId": "3f10b14d-dde2-46d9-f4f6-6f4311fb3e73" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 16, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 700x700 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "finland = df[df.admin == \"Finland\"]\n", |
| "\n", |
| "# Concatenate the 'finland' DataFrame with 'finland_aland' DataFrame\n", |
| "finland_copy = pd.concat([finland, finland_aland], ignore_index=True)\n", |
| "\n", |
| "# Combine 'name_fi' columns. However, since both columns are named 'name_fi', this might be redundant\n", |
| "# If you have two different columns for 'name_fi' values in each DataFrame, specify them as 'name_fi_x' and 'name_fi_y'\n", |
| "finland_copy[\"name_fi\"] = finland_copy[\"name_fi\"].combine_first(finland_copy[\"name_fi\"])\n", |
| "\n", |
| "# Drop the 'name_fi' column, if that's intended. This will remove the 'name_fi' data entirely.\n", |
| "# If you meant to drop other columns (like 'name_fi_x' and 'name_fi_y'), update the column names accordingly\n", |
| "finland_copy = finland_copy.drop([\"name_fi\"], axis=1)\n", |
| "\n", |
| "# Plotting the DataFrame\n", |
| "not speed_run and finland_copy.plot(figsize=(7, 7), **plot_styles)\n" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "iNnVk5dut1LV" |
| }, |
| "source": [ |
| "#### Ukraine\n", |
| "\n", |
| "- Crimea, carrying ISO-3166 code UA-43, belongs to Ukraine (ISO country code UA)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 17, |
| "metadata": { |
| "id": "LuNGgwiQt1LV" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 17, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 700x700 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "\n", |
| "russia_copy = df[df['adm0_a3'] == 'RUS'].copy()\n", |
| "crimea = russia_copy[russia_copy['iso_3166_2'] == 'UA-43'].copy()\n", |
| "sevastopol = russia_copy[russia_copy['iso_3166_2'] == 'UA-40'].copy()\n", |
| "\n", |
| "ukraine_with_crimea = pd.concat([df[df['adm0_a3'] == 'UKR'], crimea, sevastopol], ignore_index=True)\n", |
| "\n", |
| "# kyiv = ukraine_with_crimea[ukraine_with_crimea['iso_3166_2'] == 'UA-30']\n", |
| "# kyiv_oblast = ukraine_with_crimea[ukraine_with_crimea['iso_3166_2'] == 'UA-32']\n", |
| "\n", |
| "# Update the name of the Kyiv city entry\n", |
| "ukraine_with_crimea.loc[ukraine_with_crimea['iso_3166_2'] == 'UA-30', 'name'] = 'Kyiv'\n", |
| "\n", |
| "# # Update the name of the Kyiv Oblast entry\n", |
| "ukraine_with_crimea.loc[ukraine_with_crimea['iso_3166_2'] == 'UA-32', 'name'] = 'Kyiv Oblast'\n", |
| "\n", |
| "# Plotting the DataFrame\n", |
| "not speed_run and ukraine_with_crimea.plot(figsize=(7,7), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "### India\n", |
| "\n", |
| "- Jammu and Kashmir and Ladakh with ISO-3166 codes IN-JK and IN-LA respectively are new territories of India. They are part of the disputed region of Jammu and Kashmir." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 18, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "GeoJSON file for India downloaded and loaded successfully.\n" |
| ] |
| } |
| ], |
| "source": [ |
| "india = df[df['admin'] == 'India']\n", |
| "india_copy = india.copy()\n", |
| "\n", |
| "# Download and load the GeoJSON file for India\n", |
| "india_geojson_url = \"https://github.com/geohacker/india/raw/bcb920c7d3c686f01d085f7661c9ba89bf9bf65e/state/india_state_kashmir_ladakh.geojson\"\n", |
| "\n", |
| "try:\n", |
| " india_gdf = gpd.read_file(india_geojson_url)\n", |
| " # Rename column to 'ST_ID' to 'iso_3166_2' for consistency\n", |
| " india_gdf.rename(columns={'ST_ID': 'iso_3166_2'}, inplace=True)\n", |
| " # Update the geometry for the states of Jammu and Kashmir and Ladakh\n", |
| " india_copy.loc[india_copy['iso_3166_2'] == 'IN-JK', 'geometry'] = india_gdf[india_gdf['iso_3166_2'] == 'IN-JK'].dissolve(by='iso_3166_2').reset_index()[\"geometry\"].values\n", |
| " india_copy.loc[india_copy['iso_3166_2'] == 'IN-LA', 'geometry'] = india_gdf[india_gdf['iso_3166_2'] == 'IN-LA'].dissolve(by='iso_3166_2').reset_index()[\"geometry\"].values\n", |
| " print(\"GeoJSON file for India downloaded and loaded successfully.\")\n", |
| "except Exception as e:\n", |
| " \n", |
| " print(f\"Unable to download or load the GeoJSON file for India. Error: {str(e)}\")\n", |
| " print(\"Please download the file from the URL and try again.\")" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 19, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 19, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "not speed_run and india_copy.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "UP0QB9BZt1LV" |
| }, |
| "source": [ |
| "#### Norway\n", |
| "\n", |
| "- Remove NO-X01~ (The uninhabited Bouvet Island) and move Svalbard closer to mainland" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 20, |
| "metadata": { |
| "id": "8zBzSIqQt1LV", |
| "outputId": "cc8b6fbf-accb-44ba-b80a-a837df398c96" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 20, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "norway = df[df['adm0_a3'] == 'NOR']\n", |
| "not speed_run and norway.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 21, |
| "metadata": { |
| "id": "-LXcKKOjt1LV", |
| "outputId": "546a286e-9682-4f9a-c57e-b19250d88a34" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 21, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "norway_copy = norway.copy()\n", |
| "\n", |
| "norway_copy = norway_copy[norway_copy[\"iso_3166_2\"] != \"NO-X01~\"]\n", |
| "reposition(norway_copy, norway.name == 'Svalbard', -12, -8, 0.5, 0.5)\n", |
| "#reposition(norway_copy, norway.name == 'Nordland', 10, 0, 2, 2)\n", |
| "\n", |
| "not speed_run and norway_copy.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "NqdSwt2ct1LV" |
| }, |
| "source": [ |
| "#### Portugal" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 22, |
| "metadata": { |
| "id": "mznw0XOgt1LV", |
| "outputId": "7e8085bc-abd9-4592-f047-62fa1a45eb01" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 22, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "portugal = df[df.admin == 'Portugal']\n", |
| "not speed_run and portugal.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 23, |
| "metadata": { |
| "id": "yfAO1qFrt1LV", |
| "outputId": "9151ce8f-2412-415b-da73-eeec613276d8" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 23, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 800x800 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "portugal_copy = portugal.copy()\n", |
| "\n", |
| "reposition(portugal_copy, portugal.name == 'Azores', 11, 0)\n", |
| "reposition(portugal_copy, portugal.name == 'Madeira', 6, 2, simplify=0.015)\n", |
| "\n", |
| "not speed_run and portugal_copy.plot(figsize=(8, 8), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "jJyypJbJt1LV" |
| }, |
| "source": [ |
| "#### Spain" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 24, |
| "metadata": { |
| "id": "bbyDCO0Qt1LV", |
| "outputId": "f2a0594d-999b-4573-d008-5158f898a1c6" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 24, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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x8Uy6DBhU6+3Ng/t2M/eev4snfLFsP6pGw+JtKXSKDeXJcV3Per7FauO+L3ZT5B5CP/9i4iN8mbfhBL2e+QhPX78az6uwmCnOzyPz4H7Mq3+HIhOR4bH0at2Jvh17OPZma1BSXsb2Y/spMpdy4Ngxdp9M5YffF7ikbeF6sp6oEA3snkl38sXXn9G+Y1sUxfleo91ux1RSBJy+FfvyGxPp4O+aykMebioRmbtoUXyCbl7Qy0slyctGj2Dvc5ZAt6WfIiyhTd2eD2r0rNiVxso/0wG4ZUg7usYGkpNXRIh/7eev3p+NV+/RGI3ufL85hZ2JdzDg1blnTaAAeqM7gRHNaH/pEFreM5nSwHCmXnOnyxIogLeHJwPad6d/6y4cOmmmdXh/Xn7mbQryC1x2DdE45Ea9EE7ondQLgJGjh/Puqx8wdsjNAKzaspiY8FjiYs5ebP3p16YQE92ckjITFrsZg5sRN60bpuIivKJcc5vPqNcR5NG4pQDNgWEkxsfXfiAQ3bw5j369jCt6xjAosRn//WoT/xvfmyeu78my3dm1nj+sczP2/LSMmxIDme3el2YJdSt4/096d0/8PRqu+tCLcz+ne8xYDDoj9kw7zz78Bq99+F+OHj1G69at2LXjTz58+wvaJbbhngdvxWBw7sfO1LvvJNjHCw9ff/zCI7ju5vEy0KmBSBIVoh68vLzwNHqzYMXnRMdEsXPvFrq2STrjOFVVKS0rQafT8fG8twmLDKV5q0ig6sCc4uxjKKrqcMWif1tzIpPE8MB6tVFfNkVBo3Wr8+ArLy8v+vbrx760E4ybvgS9GzzzzRa0bjqGdY2uUxuPjGlPuaWCtDm/s+vlB/HofTmtBwwl92Qq6Z8+S6twb0xWyDQbMOl96XnnVNy9/r51fmDFUqaPutmp91sbm81GRr6JNiGnf9i4ad2IUDtz1w0PYTAH4hPkjsHmRwefyynfX8rj97yEwVfh5bf/59B1Tp06Rbi3B33bnR6sVWYu4+3//gdV54Z/cCiePr5MuOtu3JycjyyqkmeiQtTT/n37KS0tY+lPK+nfbXjlQCO73c72vZs4eHQvqVnHcNNp0LkZaN0uHnf36kd75p46xfGd2+gU4keQu+O9kN1ZeZisFbQNCSC4kXuhB7LyMIVF065duzodb7fb2bNjMzq7mYdGxtK3bTil5oo6j8qtzo9b0/kp3ROtpw93Ni8gqfXfU2yen7sdzVXTaNbqdI/VlJfLxjde4/PbHnX6ejU5kZ3OrR+9zJCoWwgPqNuqMQCZpcn0uCqaMWNPl0I6fvw4G9dupaigmKtvvAKtVkveqTxat/17dHP6yZN8/sYrDGxffU+8wFRMtocfbTsmUlFhxdPTix49e9bvDV5gZGCREOfYzDffp2vs6Zq5R9OSMerdWb99FSX2fJo1i3Roger0kyfRph6mVYCPw3FsTD9FUrPzo3YuwLLsYnoPvLTW406mpXEyeSef3N+HZsGOv++zOZpZxKtLU6iI6kBo0TGivFUu7xLGh6tSSc6zMerlTygtKkTrpmPLqzN4f/wUl17/mUWfY26bQHCLOLbO+pZhLRzr6aYXHUIfVkpZsQWNyYcQ7xiMek+OWtei2FV0Nk+CmnuhVChoNBpUFfbsW8H9Y4egq6G3mZpzCq0KOp0bqafyaNG9N1ddd70r3u4FQZZCE+IcslgsFOeXQyzs3L+F/cd20r1nV06ZMmjVpm7PA/8p7dhR+vk7N9q3oLTMqfMaipdP3RKi1s2N+4bGujSBvjB/L3atF+46G9E+BtYfPUKbiY+g+vrx/I/fUq6WoPcsZcv8OWj2JVPkoad/bFuXXf/pHz7BFBaER+t4Oo+4gt9nv0tS6MjaT/yXZn6twAzogaC/t8cb+qPRaE/fLi+sek5rXx8WrlnOmH69MOjPrN8cE/r3D63woEA2bNtE7mWDCQ4Odji+i50kUSHqqbCwEGuFhcMn9mPWFfCf5x7n7bffJrp5s1rPtdlsWCwWvLy8UFWVk2kn0ZSacA+JqPXcf1MUhXBf1/bi6ktTxzm0x44eYdDlXVx23XJLBRkmHTdf//fScL+/9xg7P/uC/NJCrp3+GlqtFktZGT/85xE0Wi0/3fycy65/OD2FPSX5XPfY37WLY3v0IHfeSXw9XfOsWqut+ZlmRGBLkk92Y+O+ZAZ07lBrWz3iWzL3qy+5f8pUl8R2MZEkKkQ9hYWF0bF7GwryCnl48hQsFgu5ublER599MExubi7px1MI8wogV7VTUl7K1V0GsDQrlwq7Fb2DAz92nswmJsAPVVWxK2qdihM0tMLCwjodFxefwKylh3nsqvYuue7Hyw7h41e14P30Sa8AMPf3ORzdvJ6INu05sX0LQx+ZxuHV1Reod8Z/fv6SomA/rn2maqELd29fcsyFLrtObbItOxjV6uxza/9SWFxCZk5hwwZ0gZIkKoQLjL3mSgBee+01FEWhtqEGu3buol1QFK/d/9IZ+7zcPZi/9ieMSjGtA7zrPLq1WNGQgydp+VY83D2xWEzEeunwPUdzQqvj41m3BbcjIiLYtz/DZde9b0Rbbnlvb7X7rh96I6u2ruCHL74iISaB4p37KCwp5NGjs9FqtfRukcBVvQc5fe1caxkDx09BVVX2rFhKx8uGAeATFEyxmud0u44oKDmFn58Vb8+6PRbwdDdi+Mdz+/STJ3n3lenkHzrKgKFDGTtxIu7u7vz09ddcOX6803EVFhZW3nnx9q5/QZHzgSRRIVwoMjKSzz//nMTEREpKSjhx4gSxsbF4/qt4eYDBi/9ee0+1bQzp2pchXfuy8+g+Zv74KXq1nPaBvmi1GlRVJbWolFK7gp8bhPp4oXdzI7monMsvGc0tg8dWtnMi6ySvff1ioyZRnbH2JGo2m9m1cRW9W7luQJSbm5a2UTWPTr60x2Vc2uOyavdt3LGaJ7//FI1GS4jRg4dGXVfn6376x29E9u1LhdXC2m8+Z/uvP+MVEERs1+4AFJSfcuyNOMnPMwidre5f714eHlSUl/HZRx+SfvgQBtXOiA6t+XTlGtxmzeb9X36Fdm3ZumcPw665Bg8PD2w2G7m5ufy5cSMDR40665zW3Zs2sfadd9AcPYaxpJjsiEi63n0XJcXFXDl+vNPzYc8HkkSFcKEbb7wRVVU5cuQIqampBAUF4eFxZm+g1G6pta0uce355OHXOZKRyqvzZ6HVqlRU2Liyz1U0Cw4nJTudb1b+QJdgdzy9I6skUIDv/liMgqbBl0OryY6MHJTQqFqPUxSF/IJCbuzb2aXXVzXOfb0ldR0IXQcCMOfHj3j4m1nceskQOjZPqPXcbeX59LtkPCUF+fgFBPLYgl8q9/mFhNL+pqGsmDOfCm8zw6Od79HVRqvVcipXdejvfkRiG2x2M61a/30b/M7J9/DG+5/xfHo6ptRUWj79NB4eHsybPZuTH35IQIWN2PJyZs58D+9ePRl+xx3ExMUBkJmayheTJ+ORkUmw2cxgyz/+zZ88Sf6T/2GnlxfaW25x6Xs/12SKixAuVlZWxv/+9z8KCwsJCgoiJSWF+H9V7UlJSWFcm0u4NLF+8/NyiwoY+thNrHx9Lv7eZ/738seerXzz+xd0DDq3A47M1gq+OpDCuHHj6jS9p7y8HH32Tl64uZtLrv/DphR2ZTdj+ODb6t2Wqqp8uWAWDw8ZQ0xozQO+FEXh5jlvMfrZM4v+/2XDt1+j22Rno+l37urwdL1jO5vVyV9y9zUd8axhTnJdpeecIvXzuYxQVf4ID0OJjSV8+3baVtjOOPbn2JYk3HADh3/9lUybjYG7d9PqLIPLDmu1pA4ejDEinGvuuYeAwMYtEPIXmeIiRCOaOXMmeXl5GAwG9u/fT2A1XwwxMTG8vWxuvZNosF8Av7z4WbUJFKBbQnu+WNJwv5PzSsrZUlrBsBBvFOD7Ug1YrVjKSolvefZlxv7Jw8OD1FLXVdDxMrjRsqVrCghoNBpuGnsP//v6DR4bPpZW0S2rPe7lxd+SdMfdNbaTfnAfh5asR+dupH3fftgKbOi0DfcVbMeMsR63SU3FJfyyfCEBBgvG2GLWeCgcz7VQsS+FSyuqL404+thxsp59jlE63emqW7WMzk5QFBJ+/53twJE+fegxYIDT8TYWSaJCuJibmxtRUVEUFxcTHh5OaGjoGcdoNBq8fXx48qt3aNOsBRMGXeH09SKDw2rcN/K1x+nWgCVTj5RaSDX4MMespzCuDWX9h6EzFeC99Ce6t451qK0Kbf16TP8U6mdk54l0Wse5ZrSvzk3H+Kvv5YedqylY8xuTR1xLZFDVv9d0Nzt9o5vX2EbusWN0HDuEqI6d2P39jw2aQAGM7janl68D+HnZAt7okoy77p+3g8t4ZoM/FNd8Xng181KrU6oo/JYQj09xMaUREdzcBBMoSBIVwuUefvhhXn75ZQoLCwkLqznBtevYgdzcXIpKTS6P4bb5H7DF3xfrbRPJOvAnYYf24GuzYkAlwFyCWWdAddNhKilhYKgf7nrnvgrWewbhHRhEXr/LsLZqjwawBwTiXs1z4NroPXz5du0xbugfi6IoDlV5+reFWzIYPPJBp8+vjo+3L0P7XYHZUs7zC2Yx+7aHquxXjGcvs9hp5OjK/6/T68Hu0vCqxqIoRIXV79eTf0AY63IyGBxZUmW7UW+jTFHwrMffD8AOo5EHvv66ya+rWq8kOmPGDKZNm8bkyZN56623yM/P55lnnuH3338nNTWVkJAQrrzySp5//nn8/M6+HJEQF4rVq1ezb98+YmNr7ompqkpubi4nT6Ty6I2uLTP3wm9zWTPgMpSY07cdK+Jak8K1lfvt+bm4BZ6uTKOUlZHxwSu0LipAq9dj1WjRW8wkeLhxrKiU7hHBlJiteBr15JaWE+7jVWWgindCa4quvPGMGEwVNn7ce5D+kaHV3s6uTkyLlny95jcycwv5cPlRDs66tvaTanBlzyh+WP0dIwefGdu/ma1mfln5NQVFJ4lv3pVLe9d8V2DlhsVYrBZKy8vP2Kd3oFqUm0EHZzbhMqbyfPz96rfGbb8e/di4Yv8ZSbRPuJk5f9q50cOPTaqV/doK7lO9nPrRY7Od+Vy1qXE6iW7dupUPPvigymr1GRkZZGRk8Nprr9GuXTtSUlK49957ycjIYMECWYBWXPj++OMPPvjgA2JiziwyXlpaSlFREaqq4uPjw6233sqBDTuICDrzdq+zft+zlW+N2soEWp2/EiiA1tOTvCnPsuEf+xWrlY2L5mJu15nDv37HqcjWRJxIJscvjMH5mbhpT39xxAX4UtNKquW3P0BxehopP35Z5yQK0LxtdxYf3M+cKf3qfE51usYF8ceBvWzasZYAv2Bax7Wj0FTAN4vvxcsYz61Xnh7889OKjzBZV9BvQBEBAW4s+30HH8/fgc6YR4uwAQzsdU1lm8vX/UKnAD/6tb2EzI6dz7hmtMGL7KNHCIurudSjqqpYysrQNPAKKkdzNnNpQv2mDB1OTSXR/8y7JAOiKvAfbWdLjoYuwRWM8bLz2X43TuXBRFPdl5FLslr55OqrufbDD4lr06b2E85TTiXRkpISbrrpJj766CNeeOGFyu0dOnTg+++/r3wdFxfHiy++yM0334zNZkOnk7vH4sKm0+kIDg6unNaiqipZWVl4enrSq1cv+vfvT0RERGVvrjArl7mH1xNg1TGsfa96X/+tzStQLhtarza0BgPKNRMwAJntTv9ITvv/fes+eRttiYms1FQus2uwBdQ8Vcfn8D6iwmu+nV2d0NBQrFYrn68+zHvLUnhwRBydWjpXz/WBkW1Yu38jmw9m4+35ECs3LqRdh0KKs0/fIVAUhZOn1nD7XaX89VU4cpSC2byVtDQ4vu/vaj/FJSaKM08wbNBEAOIizkwWjwwdx62fvEyPByYTGFF9ycdtP37PsZWbCfANgQYciKp6ZBDb7JJ6tbH3wDbu72EFqk6R0Wg0dA5V6Rz6d8/76V6FpJi0fH/UTtkxA1dX1L6CkE6jYUzOKX588y0e/uD9esXamJy6qT1p0iRGjRrF4MGDaz32ryHCNSVQi8WCyWSq8keIpioiIgKr1QqcTqDHjx/n8ccf58033+T6668nMjKyyu3QoVeMpMfAvpRV1D5v9GyKSk+P9Pjtzifw3bOr8vqqUlNf0cnr3DGZgslP49MukS1RrShHi3H5r9VWaNIl7yPEiYLmUVFRuDfvhdkYQmqOiV1Hc5yKVavVMLBDJHqjjsWbH6Fl+zWEhXmQX7qOD+Y9yowP72D4qMIq52g0Gjw8tLRsqeFE1u+V2729fMizVTD1y7dZd2BXjdfUeXnhExhU4/6S3FwuDb+WSwKdH0hWm4KSHEIC61+84NDRw5wortsgIYDmvgpTOpsw+Tv2b84vuObPqylwuGs4d+5cduzYwdatW2s9Njc3l+eff56776552Pf06dN57jnXFX4WojGFhIRgs9mw2WwUFhby1FNPnfXZ6OZ1G8jZsJ+rOvd3+poLtq/E0CKUvF0p+Bk9UcpLsaWeIHDvdhJ18Ef/kaA3ELplLXkJ7VGC63/72BbfBm1+Dlx1ExUfvImaNADNPxa31h3cQ2I9bjx5eHhw7MhhPilrhtaSxQ+POBdzmbmCw6bj3DTeXLmtZctcIPf/X1VfiECv1xAYqDL/tw8ZlHQVAX5BlJrzCRt3Mz+fymbO/Flo0fCfy64l4v9vj/+4dQ2xw0agP0uVpr7jb2HDV19SlpqL3WYn3q0TzQOqX/fTGal5B8hVVjG+X/1uh+8/dpzecQEoaqFD583c40e3TK1DmSVz5cp6DyRrTA79M09LS2Py5MksW7asxkWF/2IymRg1ahTt2rXj2WefrfG4adOmMXXq1Crn1Va4W4jzlZeXF5mZmURHR/Pyyy/j5XX2EZI7lv7BbX2qLo81b8NSruszDFVVOXjyOBEBwTXOAwWo0KjcfPMNWK1WysvLuVKvZ9fevbQY0pOAgABmz/8eu6Iw9qaxXPPVfDKDa7+DVBtlwJDK56E6dyOKV9U6qDqrlR0aA3uzCwg5lcngDu2wWq0cPn6c9q1rTxoajYZO3XqiZO3hpTu7OxVjuaWCJ+dsou8oE+B4z+za60o5dWohf2xfSlmpO5GxuXj63kerHr1g5BXYKip49uNZ6CtsaPUGylWFS7tdddY2De4eDLzr73KPv73yMs2UOJdNdymryKdjq2j09Xx0tuvPjUzvdApfY92qHVXYVXRaSC+sYLDOsZq43q1aN9kECg4m0e3bt5OTk0PXrn8/K7Db7axdu5aZM2disVhwc3OjuLiY4cOH4+Pjw8KFC9GfZd6Q0WjEWMvQcCGakr8G1tVGVVVK7BZOFeUT4hdITmEeiw9t5URJDh9sWERgZBitO3dgzcHDpGw6xN39x/DFul8Z220gFTYbWYW57M9NIz6pMwAGg6GyBmmfnn8XGpg64fQi0Iqi0Dwvm/TSErReriv+rTMYsf5rmzmxGyR2oxywLvmRIpOJJSdOUtixGxzdR/u4mqex2O12tm1aR3ywnrfvu6TOX7Abk3M5VWzmiu5RrNmfzecbNtC9r4WICOdvbYaE6Bg23ApYsVh0fP79G0Q9/tHp963XM3DiZKfbBuh/991s/OpLQjLDaBXUuV5tAeg0nphK0+vdjrumrM4JFODeJZ54aY3E5mugjmOmCmw2NgQFMvbJaU5GeX5wKIledtll7Nmzp8q22267jTZt2vD444/j5uaGyWRi2LBhGI1GFi1aVGuPVYgLTV0SKJzubd3xyP28+ugztI5uidXLjbuefviMpNEzqTeL5n7PjynbuPWph3jqoccYceXlNO/cgTvaj6tzbVStVktcQgKbXJhAAYqzs9AUFaL18692f9mgEfzwyTtYrr8TQkLZodg5mHIC0lO5uk9v4HSC37hn7+nvXw0YNTbevq2nQz2UrUezKQvYz5pPI7D7FHHz3RU4OeyjWm5uGrRq/Z5d/5u3fwBDHpjMkpdeoRWd69XWjvQfiIq2cVnXjg6fqygKK7duYVCPniiKQnm5Y4u7x4XoMSUrGOvYoy6229kw+nJueuwxIiIcXzv3fOJQEvXx8aFDh6oLvHp5eREUFESHDh0wmUwMHTqUsrIyvv766yoDhUJCQnBr4GHdQjQ1gYGBTP/k3VqPu+L6qyv//7uffeD09Q4Wlzp97r8pioLhozdxG30N9hoSKIDGYMQy8dHK16WDRlIK+Mz5mPlHUtD4+WMrN1Mw7k4UNx2Gk8cxLF3Epv0Z9OlQewH707GopOcUMniknRPhx4mNc/3dLatVRdHUb+5lTTxC/MDJMZVl5mI2pX5L786h9GnveAIF2PjnPuLyf2LFzxvIKFZ5qUcuNT0vrs7j3YvIbaeyPc+Luds0XF9hRFEUNpeX0cnDs0phht1GA0WjRvHAM89cEHchXTrnZMeOHWzevBngjILbx48fp0WLFq68nBDCATabjawK15XJ0Wq16Dy8KI9t5cDX7d+Kb7yzymsNp+8E2kNCUctLcffcX+e2npq7hfgBKWi1ugZJoACenlraxRzi2O7txHZyTaH8v7QdPJhln35FB00SEX41lw78N0VR2Jj2EZOuuQz3eix5V1JeSvdwhZuDzz7gqiZuWg1h3hpGepfja1T5/KBCoLdKUngJv6RVkJjsjo+bjq0B/vR78UWuHzbM6VjPN7KKixAXketfepWtBm/aK1YyKuykxbdFc5aVSWpjT96LR34e1iTX1j1VKyoY9fUzfDqhU63Hzlp6gCz9fgYMbsA6ekBZmcLceTr6TP0Zz7MM9HKWYrez9uvPCU0OokVQ3YoPrD70OeMvb0uQX/3iyS0oIG/7B9ze2vVTDH85pueHXZHc9OKL9B0ypEk84nMkDzXdIVFCCId9+tAkll87kkWPTWbzE5N5y1ul+aZV1c7zrAu31h1QDvyJaqtwbaAaOFh09vmGKdlFnCosY8+pIw2aQIuL7ezZY+OzuTH0nPR9gyRQAK2bG/3H38Yxv4MczdtT+wlAkEc82fmF9b72yrW/4Fn3KaF1UmpVmZ8RSXrUSB785CMuGz26SSRQR0lPVIiL3MEjR7lqwa8U9HJurqrt89lohl2BWw1VepzltmE1Q3ct5dmrWtI89HTtbZtN4ekFyZRZVY5mpRESWMo1E6y4uzdcf+C7+e7o295Pl2Gjz9lUjM3z5lCYnY2SbmZAaM3TZhRFYe3hr/EPKuXWEQMdusbXq37EopSj2LQcS0nmsigtz3R0bEBRdY4WavnD1gmvDiMYOf7+Wqd5nY9kPVEhRJ39uG49hXHOT/jXXjMe5a0XUP8zvc4jhWujWswYD+3n1vuf4K0fFjA2NpOk1mHc+/l+rhp/L0FBQWzYuI69e1aydWsG/fqdZW2uevL1raDNOUygAL2uO104f+X7syjLK8HTvfoR1VqtlkvirmfHqQ8dan/7wYO07n6Ejomn39ORw95YV9TvVm6RWeXbkl60H/0Atwwd7bJ/C+c7uZ0rxEUsKyuLD7MKUc+yJunZ2PNz0c/7DMNNd9b7S1MxFeH1+yIiv/+S7vM/4ZUrTk+Vu+6Gm9hobsttH/5JeFxHgoJOl4nrk3QJd9/9X9JPduCPPxpuNZDwcJVDG1c2WPtn0++229lQ/muN+8vMJaxLe5dxl9at7rLNZuO1Hz5k9cFVxDT/+yZkZDOFlEg/Pjzs+KCsgnKVL7Na8VvEQ9zx5m/0G3bFRZNAQXqiQly0LBYL//via0o79XVqdC2ALfUEbl16QsuaVy6pjmqrQHv8CGE7N+Kt2PE2lxPs5cGEK8dUe/us/4ABJLRqVVnY/59uu+0+vvrKE0VZ5tLe4qJfvLFYYeyYYj769lva9K1/pSdH6Y3uBMQ2g4K/tymKgtVmZkXaPDwtfgxIaoW/T93m/i7eto5RY0to2RL+WRXB01PLwCF21sxyLL4is8oc3XXcM3P2RbvAyMX5roW4yBUWFjLikSc4MfgKNO7Oz300du6O+2/fY8axFWiUwgLa/vwtM/7zZJ3PqWlSvlarJTIykgP7NbTvUO0hDrPbVXJKmuEZ0ppPvt1Dhytcu8C3I8Lbt+OXuZ/STBdLx9BL+L1oLkEtY7j8gaf49d3XCfU/e5F/q82GQafj69U/ktA15f8T6Jk8PLS4d/LnleQyHmtdt9vj3xV15u53Zl20CRQkiQpx0bHZbNzz1kyOXXcHGl39h2QqFY6NzLXnnQKNBlugc0ucVWfw4GGsWuXGd/MWcc21uVV6pMeOVlCQ60a3XnXvpS5c5E33m5+rcUkzV/lz6Y8c3bSargl6dqcZueLxF844JqFXHxJ69eHE7h3s2beTIbfcj19oOABXTHmcH96cQULaAXw9fFAqVHq06QAaWLFjM6lFRzF45eHj7UPrbhY6Jp59FPPAwXZ++cEDRSmqtVe/MjuArjc9c9ayrhcDSaJCXATMZjO7du3i8OHD/LxkCQftGoJP5VMaFEp5v8vqlUw1+XkOHW/47D36RoZyKP2k09f8p7/WKk5KuoSTKSdZ9v5JcLdQppgwaj1pYYxCY6ngePB6crL0hEcqNG959q8+FfcGT6AA5qMbsZXk4B+QwNhYd9Z+/T59br632mNbdOpKi05dq2zTG93JzUpD9TxG8xYGjL5Wfk7egNFdoU1fK5fFaDldOKGkzjH16Gtn2vcBvNyh6Ix9ZRUqR4vc2KJ2ov01D9PtksscebsXJEmiQlzgVFXlySefxGq14uXlRbuEBP6q7ptfkMkf779KfqeemPsOAo2mclCIx8rFWPwDqAgMwf3EEfQpxyi97tYzbv/a1bqvH6k/foju0c2Yeut4V7093nz9dZp7eWKssHFrXCw9u3Y+4xib3c6SfWG09/Ji64Y0Fi4/SuukNNp1qH4gjb9PIVazGUMDz2u0mMuZeEcvPvjoD9564xo8PNJZNXMyZvcoLrnz0VrPLy0qRKPJ4O6JNjSav3qZf/2vc8+HMzPgaHoJdIDUIpUNJdFYPcLQRibiHdeGlm27clvX7k165RVXknmiQlzgPv/8c3bu3ElAQECNx2RkZ7MhLQMPoKB1R0ouv4aYN5+jY1gIBUVFtIhqhsFgYNWBZMoN7hTEtUVTYaGsRz+s704nsHU7yq68Aa1Pzf/NqopC6Bfv8dF9d7nkfVVUVPDT998TUlTA4717O3RusdnMNV9/wGMvV38reu9eWL33EgZPnIbdakPv7o67p6crwq7i5//dz/Sn+qDRUCUp7d+fzfI1aZiMMfQdf1+Nzxx/fWUqd1y9GYOh/gnNblc5eNBAWWkUB/cUcln7JGK6DaXPoOEX3S1bR/KQJFEhLmDZ2dlMmzaNmJiYOp+zfP9B0k0ltA7wpXfrVtUeU1ZWxsmcHDZiwOLuxXWeGrYdOkxaUDgeAYH4lJgo0uoouPxaNHo9vit+QT12hBdvuIbm9VwvOCUlhRVLFnP86FE+HzWSZv7+TrXz7qb17Mw6xtUPZJ5RrEFRFAoKFH76LJKhMZ04ZiqioHVHutx4a63tmvJOsfHTN/CN7UjJ/hVoPQJIuvtp3L19OLptM76hoWya/STG6C5c0srCiGE1z9HNzCzk1yVHyCjxpt+9T1UmU1N+HlsXfEac30r693F+jqyqqhw9oiUvP4EA/64MG3YrsbEJTrd3oZAkKoQA4P333+fYsWN4NkAvCk4/a92efIi+nRIBOFpWwaC7JgFgNZv55r23KLVYuP3BKWz58F0m3lK/27gZGRksmj+Puwb3J6/IxILfV/LsJf2JDXFukJKpvJypK+Yz7JYMjh+GhLbw+3eBaMp88dV5Y7ZU8NblpysGbUvP4OPkw7R+8HH8Q8+cV1tSWIBW58a6L95j6k2h5OaWEB8fitlcwQsz1qC4udO3awBrN6by3FODSU7OpnPnuv2gyMws4NNfzfjHJxIS3ZzkNUsZd8kcpyo1Wa0qdrvKvn3N8fcbQFLSGBITu9Z+4kVEkqgQFzG73c4jjzyCh4cHxcXFlcUJzoWNyUe5+qn/oTec+awxed1q7Ad3M/bKK52ajL937152rlnF9f17V976tNnsLFiygneHD3c65syiIn4/eoTmfgGcKCpgXIeOeBoMqKpKUXk5/v/4AWK12Xho+Uq6vPAmOsPfq6YU5+ez6+NpREf5k19UwS03dsDf/+/z7HYFs7kCLy/nV5j5/MvttGzuQ0WFypEjOZjNu7lqbN0/x4wMNzLSe9KsWU9AQ0JCe3r1GuR0PBcySaJCXMSSk5N55ZVXiK7nbVNnZGdn49WtD+0HVD9q88D6NcSU5NG9e/c6t6mqKocOHWL10sXceVm/M/Z/v2o9b/Q7c3tDKSwrY9ra9bR57Bl8g0MA+H3GZKZN7oqn57lbH3PZsgNYrEvp2LH255XHjhkwGu9kwviHz0FkTZ/UzhXiIta6dWs6depEenp6tRV+GtLxrBxGd+1R4/62fQew8u2XCQwMJDY2ttb28vPz+eLjj+jSLIzbL+17xn5FUagodd1C43Xh7+nJ24MvZcpLT5EX4UeAtxtB3uo5TaAA/v4epKbWftzxY0YCA6Zw9dWuGdAlqpIkKsQFaOLEiUyaNOmcJ9EKu4K719lL0PWf9DB7vnq/Tkn0l59+4v4Rg2qcTrH/RBojG6HHbdDpuLlDOw63KaJP3+oHXzW07duPMWLk2Xuhp05pUJRxkkAbkEz0EeICpNfr6datG3l5jhVCqI/U1FS6XnltrfMHtVotpWXlWCyWWtu0mcvP2l5ySho9mjd3OFZXSAgOZsvKOnQFG4hGc/bPOTNTQ37eOO6665lzFNHFSZKoEBeokpISAgMDz9n1svMLCG1Ze+9Sq9WSZbXz1bdzazymrKyMrKws3JWaSwra7HaKC4oI9q5b8XVXC/b25q6W3fni/Q0Ndo2zDVkxm2teuaa0VOFk2ihuueU/F9WKKo1BkqgQFyhVVc/ZF+je5EN0HDOO4Ki6zUcdMeUJtBHRHD169Ix9ycnJfPLu2yyZ+w1XX1JzEQU3rZaAkEDWHD7idNz1FdJAU4cAvv1mO6898zNr11R9fxaLjdmzV9Ms6nCN52q1kHNqM3fc0Ze0tBMNFqOQZ6JCXLBatmzJpk2b8PLyarBr2Gw2dh48RIcRo2l9yQCHzu11/QT2fDGLuLg4UlJSOHToEP7+/mxd9wf3XT601vM1Gg3xUZFk5haiKEqjlKE7VVpGcLjrE6nNZif/ZB4f3J7E0h1pvD99CRlFZTSLCkY1V+BdYWZfqpZOnWzVVivy8NAyatQpVFVlxssjePaZtYSEhLg8TiFJVIgLVp8+fViyZEmDJtFdR08w/LH/4h3g+G1jrVZLqdnM4cOHefett2jRpz+FO3Yy9dKkOrcRFuDPyuMpLP5hIU8P6E98PRNFekEhYb4+bM/KIr2okCtat0Hn5lbj8e3CQvl063a4sl6XrbR7dzobVhyiwmLloYGnb40P6xrNsK7RlJRZcTfo0OlOJ80l28PZt281nbtUX9/XalXZsb0F3boOlATagCSJCnGBWrFiBX5+fg3W/uFjx4hLusSpBPoXJbw5m/NKaN61B6UnUwjTgY9X3Xt2wf5+jBvUn0OpaSzat5+pAx3rDf9lUXIybYKCmLV7GyUeCnp/d0KGR7P6oyU82fsSiiwWWoeGVh7/17PKHSdP0rFP9eucOsNisWEtLWNY23BiI/yr7PP2NFR5fUm7cLb82p4Ff2YzYGQhISE6CgtVkg+2x9u7Ha+88ikHDy7Cu5GeGV8sJIkKcYHav39/g/RCMzMz2XzwMP3H3UjnoSPr1Vb3q64FYNHa5Tw+8lLcnLwl2zIygvU791JiNuPtwMorlooKjHo96zLT+MWWhrGNNz1u71y5P+C5AB79fCNlWaXM9hhKqI8PAO9v28Z+cxZ6m44br+rpVMzV6dmzOT16xDD7xd+4vPvZny97exj47zXdsFhtPPrVBvpfc5KDB3rx5585HDmykHnz5koCPQckiQpxgbrpppt49913CQ8Pd2m7YWFhtC4spCgj3WVttgr2czqBAuh1Ojq0jmfapg2MjYrh0vj4Ws9RVZX+M9/l0m6dSLEW0v/+wegMVb8SPX3cueSBS7BZbXw1fQ8P9+4DQJ5azuRnBzsdb21Kyuu+0LnRoGPGTUn8b942Bk8YzxNPjKhx1RfhevJJC3GB+vXXX2ud4lJaWsqR44exq3Zax7Y5a8+1sLCQgycziPDzISMvnyvuHeayWF1RfbRHmwS6JMSy6NdltSbRbJMJk9lM9w6taf58D1rWksB1Bh0ZqhmAFSeOowY23KjnI0dyUc7yHLY6Rr0bUbHtGTxkdANFJWoiSVSIC1ROTk6Nt/MUReHw4cOU+Rcx8Jkk3L0MfDflN+JCE4hqFnXG8YWFhWQoWsY+O4Mfpz/LwDsn1Xk6y9kcWr+GYzu30tFoqP3gOnDTajG7G9mSkkrP5lXjO1lYxA8H92Nw07HJOx9tkJHC3HzCjucRFlf7wJvyWAPvbdpEmkcxd069xCXxVmflsgM8fXlbh85ZuC2LGx98vYEiEmcj80SFuED17duX/Pz8KttUVSUlNYUtuzcRMdqfkY9fiqePO1qtluvfvpyUjBPVtuXp6YlPQCB6ozvXPjuD2G6ueQ5YuPxnbowJZmDnji5pT6PRcGX/Piw8eOCMfT8cOkjF5DhShnuR9FBfeo3vzrDPr6pTAgXoNKEzGVcGcKSiFEVRXBJvdW64uQcv/by/zsfnm8opC0okMMi55eBE/UhPVIgLlJeXF3a7vcq2P/f9Sfy1kfTuNaTacwJbebPjzx0ktkukpLSEE+nHUCpUvH0CiB91tctiWzhtMvaKCq7t2h5wbVGIDfsOcGOHDmdst2lUvP098a5lwM7ZxHRqhm+oN7M+Xs/9d7t+5ZiSEjMzX13GOzd0q/M5C/eUcct/Jrs8FlE30hMV4gJjtVrZs3cPb7/zNiEhIZSWlp5+npl8ALuHlfheLWo8d9DkvlwyrTO7jm/ncMZBRrzSD7tnBafM+Zw6ceSMZ5fmOqygUmExs/3Xhaz6dBY2qxWAIA8jT14xhHKrlZe+ngPAnuMpfLFsOVn5BeQXmZx+TpqVmcN7W7dhtVUti+fvpsdcYnaqzX/yDfMh1WLhtdlr693Wv339xRZm3tTtjOksNdl0KJ/YXqNkIFEjkvVEhbiALF71G8v2/IYhQktBShEnd+Zg8HfDw9+dXjd0wt277tM//u3k/iyOrNQy6Pb7KS0qZNVnb5FyMJkHP55/1p7ktkULGJqQwsmTRZwKvxrfkBByv56NXqvB6lVM2w4hrP4lhcg4bybc0Y0P39uATbFRkK5wRe9ehAc5Ng91+badtI5uRvb+I9zTuxfu+tMrnby7ZTO6/7R1WWWj3OP57Ju7k2cfHlyvNvfuyWDtikMYdG4keGm549K6rQqz+0QBWSGDGDZmnNPXFtU7Z4tyz5gxg2nTpjF58mTeeustAMxmMw8//DBz587FYrEwbNgwZs2aRVhYmMuDF0JU9dg7U4i7IrLB2j+Vksv2+SfQGbQMur8za987xtB7z1wl5K+6vRu++ZhYr1SuvaodiqLwzgc7qLBWoJaUcNW4TiQkhFZzldPMZitz52ynIF0hwieIbgnx+HrXbd6rzW7nva/mkWcu4dbuvTlRXERarEq32+u+GHhdmE4Vs+fXg2QfzeY/d/UnJ6eMeT/uZvqzdZ8/O2/udh7uGom7oe69yc1Hi8j06cqVN97pTNiiFudkUe6tW7fywQcfkJiYWGX7lClT+PXXX5k/fz5+fn7cf//9jB07lvXr1zt7KSFEHentBkynivEN8WmQ9kOaBzP8kb8HsGg8Sji8bTMx7Tpi9PSkrNjEmo/ewFRQRHzPS0jwTWPsFe2A02X+HppY9yTm7m7g1ttPlwA8eDCDhd+tw8foi6/Rk4EdO6DT1TwNxFphI11vpt/Evhz01qOxu9Oty5mjjuvLN8SHvrf2YM2nW3jnmwOU2zX82WEUn3y2kSsub0dIyNm/gAsLyziVko9777o/p7VW2DlojeIWSaDnBad6oiUlJXTt2pVZs2bxwgsv0LlzZ9566y2KiooICQlhzpw5XHPNNQAcPHiQtm3bsnHjRnr3rnlFhr9IT1QI5xUXF/P191+RF51GSFzDL4O2/uVVdEoI4fCJUsq1IWgqSnhkYnuysk0AtGju+hGjR49ms35hLsN6dK2yXVEUNu5PJjM/j7bRUaxI2c+g5we6/PrVsVltzH9jBwev+w8AFccO479zHYPd0pkysVeNCf/TT9fz7CWxGBzohX61PosxD72FbwOWdDxf/TNd2Ww2Vq1Zy4B+l2A0Gl16nQbviU6aNIlRo0YxePBgXnjhhcrt27dvp6KigsGD/67k0aZNG2JiYmpMohaLpcrivCaTyZmQhBCAj48PE2+9j2fe+g9Ky4Zf2SQ4wIcxV3Q6Y3tDJE+A4mIzn83ezg39LmXVzj/JKssDFcwWM1q9hlFjW5O3qYI98QUMvL1/g8RQHZ1BR4vm7uxNS0EX3Rx9bAKmwGA2f/0Gp04VE/GvOrjzvt2BKbeU5nqlzglUUVQ+25hP91H3XJQJ9NMv53I8swiNRoOKBkUFjZueKVN6MffbOXTs0K5R4nI4ic6dO5cdO3awdevWM/ZlZWVhMBjw9/evsj0sLIysrKxq25s+fTrPPfeco2EIIc6ieVhLTCUZePh6NOh1DG7nboD/vr3pLPhyP73i2/Pzro0MGt6C63v1OeM4b28jr763ithuzfH0cX4glaO6j22L95pfyF9Thl3RkrH3MA/d1Jut20/i7p7FgH7x6PVa5ny1jQSdyk2j2zjU/o87TnHFxJcICa3b+JKmoLy8HKPRWKcfe4qiEBgRR4tWVecUd+kzjJ/XrCE9M4vhQwY1VKg1ciiJpqWlMXnyZJYtW4a7A0Wez2batGlMnTq18rXJZCI6OtolbQtxsUrLO0G4b8P2VhRFwdPY8El088ZjrFuegVKu4uPlRZolhSeeqfnLsnnzIK4Y0oHCorJzmkT1Rj0dh54eWZu6K50/T1QweYsP1j5XohQV0vbpWTw7qTsBpmJuGp1YS2tVWaw2Srzjm3wCtdvtHD58mH0HDnE0NZMlv/3C5SOGMPWhB2s9t1undnz+/QryM4+h0Wpp1bk/Xj5+aLVaEjpdwofvPsmQQQNwc7BkYn05lES3b99OTk4OXbv+/SzCbrezdu1aZs6cydKlS7FarRQWFlbpjWZnZ9dYBNtoNLr8frYQF7sitYBwGjaJ2qw2tmw5TES4H5cOrL3gu7O8fYzYbSo6XzsPPda3Tr2WvQey6DgsrsFiqo3NZiery2CMnbujBbS+/pwKbomfnydbs4oxlZrx9apbgldVlU825HPrtGcbNOaGVFxczJq169m46xCBUW0IjWjN7t2/M/bK0USG1+2HQZcunYmNbYmvry82m43Pv5rHiVIt7boPQqfT023Albw3+wMevP++Bn43VTk0sKi4uJiUlJQq22677TbatGnD448/TnR0NCEhIXz77bdcffXp6ibJycm0adNGBhYJcY78vnIJ64pX0KxTzdNHXEVRFJa/sIwXHxt21tGy59qRI6f4dvFe+kw5d89F/2nbwn38FH8n2n/ULlZOHOGSTd+RbAglOC8bb6WcR/uGMbDt2f+e5mzO49Jb/0tENTWNz3eqqvLbkmWs33mYlu16Exz+93soyMth38ZfuXHscLp17exU+8eOn+DLuT/hH92B3MwTjBnYiR496j+NqcEGFvn4+NDhX+W0vLy8CAoKqtx+xx13MHXqVAIDA/H19eWBBx4gKSmpTglUCFE/hw8f5pej39N+SN0m7NeXVqulRXgQpaUWvv1uJzdd3xUfn4Z9DlsX8fEhxIf6UVJYhrd/3Rf5dpWMlDK0nasW/9e2iGdDiycBKMw8CRoN7yz+hJQCM6fKVR65rDmrD+TwysY83hgWTptmAexPK6JZzzFNMoEqisKM19/Fv3l3egy65oz9druNfj07VCbQo8eOYzToiYqq+3uNbdmCZ6dNZsvW7ZxwD6J797qXS3QVl9eKevPNN9FqtVx99dVVii0IIRregWP7iWzX8D3QfyqwWnn74w349gznwIEsevZseU6vX5OxV3Zkxqw/uOTRAef0ukc3pbIz/MwBT/9kjzidKJLtXryo7YRqL6T9tiM8csSP3Dv+y9VzZjO99UkybOHce9uocxG2S1ksFqY9+zId+43FP7D6Av/BoZEc+jOF1979BJ1Oi8miQ6vTY8o8xPT//cehZ5s9e3SjZ49zn0BByv4J0WQUFhZis9nw9vbGaDSSl5fH8ZTjNI9ujt1u5+jxIyxY8h1tb6//EmXOUBSFtM92cPstvRrl+tX59bcDpPhqad2Az2z/YimzUpJfyv6Vx1ne73GHzlXtdtx2bcHeuQcat9N9G49vP2Hjc9MIj2i4ClQN4bsfFrHv8Ena9hqB0d3xuwCbl8/nhSfubdR6wOekYpEQ4tx6+8M3MYWeQq0Axaqg99bh1cydkn3l6AxueEd6knBz433hnjqeR7OI82v+4qiRbfny621kHswiok31gxtdwVxq4dsZm8kIaYMRx6+jcXND6ZbEXxWIVVWlbWR4k0qg2dnZfDHnezxC29J5gHMr/pSYCjFqrE2qoH7TiVSIi9zEWycx46dnaT3kX7dLG76TVSdHvtvDdVMva+wwzhAW4kWBl75Br7Fp3j6OjXscrbc3Vhe0F75tHR/dc4cLWjo3kg8d5vMFy+k+8Kp6Ffg4sHUpzz32gAsja3iyFJoQTURoaChdAnqRnXyqsUOplkeLAP5Yd7zKtqWr9vPC24ux/WtZstffX056etUFwwFefu93bnjpS4Y/NJNt2465JK78wnJCooNc0lZ1jm5MZau2bZWRuPWhmssZ5KGjWUTD9ZxdzWy24B8cSWlxEQDFRQXsXPMDu9csoDC/bv9ejyfvpHuHOPT6hv3B42qSRIVoQsZfcwud1D6kbMto7FDO0PWGLmxKPcWGDScqa5x+vW4HmxNOMu7pz8nIKABg/cbDrCw7wsuzfue+/87jv6/+zLr1hzCZytiVmYl5gB0PVU+HDs6NSN24+Qh79p2sfK0o9X9vZ5OTko+px+DaD6yjZjs3Mf2u21zW3rnQKbED8aFaNi6axckThzm69Rf++/BdPPPYfZzYubTW88tKi3G3ZDJ2TNMbRCW3c4VoYsYMvxKWqKxduJpWV1VNNIrS8PVyz6bHbT3Yung/R+ds57JL4zAFWND56ahob2PZyn3sPZHNYbUA/aUGjmcUow3Rkk4JO49lodkMDNSgO6bD08Mdd/e6LUz9l9ufnoPVV6XE04zWpiVinie+Xu4cOJrBbaMTGmyqS3mpAi6q4AYQrHNzWUW4c+nqK0dzxajhvP72bB6ceFvlc02drvaeZfKO1Tw1eUJDh9ggpCcqRBM0ZvhVBHtVLfKedfgUM2/8mnWf7CQvrYAKiw2lobth/2I1VxDTPZr8EANT/jsPtY2KYlGwbLewP1nHQf98NIPc0Gg06Jrp0Bq0aA1adLE63HrpcPNww/+kO1/PuKXO1/zkm/U89Nx88uPMlPaxoumsRe0O6UNL2d8zF2WcngWv/Yq5xEzeyTNvIddHYWYRx3eno//yM5e1WXqO/85cSa/X88QjDxIU9Pft84jQACoqzv6kOOvEfgwGx340nS+kJypEE1WiFBOIO4pdYeU7W8hJzaXLgE5cMexllv38MUWFJ9D4FnDppB7nLKbdiw6Qf0jBK9iNoNAOFK/Jx1cfylW3Pcpvv81C00pTaxvmjFLue3YennoDd1+fRKu4mp8NTn7xe060KUQ7WIuGqm1rNBo0htPbsjJy+GjaXDz9PLnjhXEoioJGo0GxK7jVUGmpMLOIfSuO0XVMWzz+VYPXlFvC5rkH2H/Mi5I2j+KetgXNOzMp6dAKZeDget0NyNEZziid2pRdd82VvP3+5yhadxRFQe/uQ7sepweg2W02tq9ZyKNT7m/kKJ0n80SFaKI+nPM+uVFp+IR4snz6fnz9A1AUG9fc/PeqSH8sm4ux/TFadG2YijfZh0+xe+EJfMONqCiYs925bvxLZxy36vdvWZ3/GWqX2ntZtjwbWh8tGq2GhNV+vPrM1SiKQmFhGd7e7vy65E92J6eTW1ZOZlw5Ssva21SsChq9BmWHQktba0xFGipsWmxWC+26+NJ3QuczzikvNjPzwbX0GRRMs46haNES0zmSAyuOs+I3E0Utr0arq9p70uQcQld4DEVTTnmXRJS+jpcdVExFvGDN5e5rnZsmcr775belHMnVoNMbKM3cx9233UhAQEBjh1WFI3lIkqgQTdgDT00mNTuFK678H4FBZxby/mnuK7QaayQopmG+pLbM3c3I/q/W2vM6dngvn+6ajDax9p7oP6kHFXxOGLCaK7CEKBhLdRS3M6MPOf2cTevgKjIVhRWYfuuIocutf2/M/JO+zf/ElF9O695RaN007FqRgdHDQMqRXAqDLsVSYcMdCxGaw5RrgymKqX0AjNvhhZTe71wPq/OGZSx+8hE0Gsc+r6Zi7oIfAbj+misbNY6aSLEFIS4SUcHtGXT5kzXuL7WnERTTA6u5Ar1RV+8v5XJTOXuXHKbNZXH4BHmdvkZxET5+NSdpq9mMh7sn3sdCKI7Nxs277uXcNG20lLSxARo0uGFFxYhzqz6pqoqyxoiu/fVVd0Qksi5Vh85WTMqCfZi8OkD08NP7Op0eOPJXNeAszl7O75/Xsql2p+IE2N2iDT8sW87VQ4c43cb57HxNns6QJCpEEzbuymHM/+lHPIITiIprf8b+Dq2vZPUbv1NWXI7OTY/G34SPlz8aPdgVG/YKO/3uqPuqF4vfWMtNN8xk4exnCYhzw5YddNYECvDauzdR0iIfbZgb5WvMeI/ycvh9uoK6Q0uZ9w3oDGeOfNWEt8MOmHBNyUJt5h5Ku3d1euSmEhbJ0i0rLrgkumT5Krbt2M1Tjz3U2KG4jCRRIZqwli2aM3XSHTzx/LsU5GUTHBFDRPTfJYwSu19GYve/qwilHjtITGybytfffv0QVnMFBvfTt0fLTeXsW36YtoPi8fB1Z/v3+8jeW07rwWG06BlJVPtw8nOzmHDn25SXleDhefYCA6nHkylpmYeu4+mvGm8aJ4EClB30RNe1Y4NfR1XsqIX70SY97HQbGjc3AgL8XRdUHZhMJlavXYdBr2fQpQMaZLTsvgOHMRgurPWjJYkK0cTpdDpGXtqN9m1bs3nrDo4d2k3zVp2qPfafCRSgT9LdrHr5S/zbWmnVvyV/vLcPjUbD8U0b8fDwoXffGxk1sQ9rln3N6j/+pFWrQTSPawtQawItKzFhKS9HW3Z+zKRzjyyj/BxcR81OpmTgAOqbgrbkFWG32x1azcQZBw4eYt4Pv6DofYlu1RWlQmHWh5/x0P33uPxaDz9wt8vbbGySRIW4AAwaeHoU6BWXj+DJF9+tMYn+W/O4doyPm8GxQ3tZ/Mpb3PXQLFAUdAZDlcFCA4bc7HBMb7xzK0qgBUOQERsVDp/vamrpOSon59cMr/XLqehSv8Wh93XowdvfzmPqzTe6KLAzZWdn8+m8JfQZdlPlNou5jBM7z8/Skuej8+MnohDCJfYfSMY3qJnD58W26sCkxz7GYDBgcHd3SdWjdi37U9rKhC2x8ROokqpQqvY9J9fSevqhD+yC/tuv6teOnz/fpmRiMplcFFlVpaWl/L58JT6Bf4/qVlWVrcvn88TDTasIfGOSJCrEBcJmszHn+19p3fncJIvaXHHt/SSmDkWzuvFveCn7DKiRvc9ZBSclKBZ3WwQ+M2fh+96HeLw+G82vPzncTmqP/tz22tuUlJS4PMYffvwZk7457br2A6C8rJSNS7/l4Unj8fM7v5a0O59JEhXiArFz1278mrVr7DAq5eWkc7JoL1r/xo4EtElWvJXnMex//ZxdsyK0LRUJY7DGj0LtcAVeh0/WfhKg/e1nNHO+RDGXU7FzKxsOpXDJuNvZvmMXZWVlrovPrpCXncapzFQK80+xbfFHPDbpZiIjIlx2jYtB4/9EFELU24aNm1m8fC2tel3R2KFU+vb7ZygZmotG2/gFA7T+WrQ9tOjKinF9n65uNG41F5VXFAVb8j68l/6OLrgrNo8Y3D9agN0vCpqNoKC5gStnrSfA9jOdQ7TMfPqBehejuW38DSQnHyL50GHmffcZM9+YTmBgYL3avBhJxSIhmjBVVfnym3lkm72Ib9/jvKpw8+LHV2Dp57qekyuoaSpl64Kwtrobnaf/ubuuYsey9kPsA3riNvzvHzqKoqD9zzQ8I9pi9w5HDYlHa/A4S0ug2iromPkr3330Np6eDbMyzcXOkTwkt3OFaMJefmMWNr82JHTo2egJ1Gq1cmD3Ftb8+AUvPXEl5haljRpPdTTRGjyuycXj+AcNdg21tIDg3QuJ2/UDnhm7Tm9UFLRuRjxO+eH1xtv4zvwE97ffQMnLRYmNoSznBJpmHWtNoABotRyz+fPb8jUuizn50GFuv2sidrvzVZYuVnI7V4gmqrCwEIubP4Eh58czrF9mPUe/LavorNEQ627g18UVlOgVCm4w4ubesHMdHaHVa9F7qC6fdON1dA3awiziVTfe7norWq2WKTu/ZLvRHyWoBTpPHxTvEOyh12AHVHsFft8sBPdgbH1H1+kaitVMs4w1LJr5X0JCgms/oY6+++FnErqPYMpjTxEf24L77rmjcj1QcXbyKQnRRBUVFaGpw4LHDU1RFH558X46Hj9Iv/+vctPSrjIkT0eyxcJDO0vxSTo/Hs2oikrFnzbM5ha4st+uy9zDJE0AV3Srmgzf7DKB/+34hsX7l6MJao7O8+9Rrxo3Pfa2l5/+/7W0r1jKoCiDFgXbWTb3I4xG11b98fbyJCLQTmhiR1LTszCbzXh7n72YhjhNkqgQTZSPjw+28oaZQ1hX6xd+zsHF3/GYuYSQauaWJhgMjFuv4cifNg51q0DTvQ63KxuQst4Nk/1ujO3iXNqud34KV7SvvijCY4nXsG3HF+S3c74Obn/28tRjN5CQcH+DVDCa8sC9Lm/zYiFJVIgm6pOv5pPYp263ARvC7rW/0WrRF9ymKDUWZ9BqNNxWAeTDyhUGvjtgJvcmg0uKOTjDcsqCvnVzl7apyT3GCLXmmsAVdhuKm+NftaqqoMk9hrc1n8su70KbNm1qP0mcc5JEhWiCVFWloMRKfAPXVa1J8rY/MH31FuMUpc4DmgYpKh1TNDz9ZjHZ1xnRR9U85cNR5nQzSomKZ+vTPV1FUTAftuDZ2gNrgRU3DzeClocwttUIMk6txa7RkJ6dSXLH+pfUU1SINPjXuP9EYTpZ3hHU9d2qih3vU3vpE+HGg1NHkxAXi7u76z4r4VqSRIVogrKzsykrtzTKtRe/9SRR+7dzV4UVHBwRHOLmxiyLJ3O/UVk0wIzSu27JQVEUlHIFndfpryz9Xj3uhV4UX1KIrdhG/wND6NK2B4c278OiWCgpLSY+rA0/ffgdN/adQFZeOmPH3ojXP4rm/7DsO5Idir56qn8zth3fyVUMOGNfkbmYN48swZBUt9rDdnMJAzX7eHX6JMLDz1xkXZx/JIkK0QSFh4fTrV0MGSmHiWyecM6ue+zgn3TetpZL6zFyU6vRcKOiQfOHGwvLy1AGuGMrtNFyYwIF5FHmXoJVX4HFaD69GrYW2hzuQM/4vhSW5pNvycXN5kZiQne2rV5PsDGUa8aMR6830LV91fVAe3bsS4B/ULVxdG3blfSNS9hBKJaornWOX7Ga0eiNlT1wjc6ASbVWe+zmnL3sazcMvbZun1cv5SCfv/lMg6/cIlxHkqgQTdT4G8fx6luzKQ0Kw8v73Ix+bdGqA7sNBnBBDdobbCrdN+hYs11hi1JG/9GX0af7pZSWlWCxmDFbyrFYzdjsduJ7tMJoPLPXmpTY/6zXqCmBArSIiueBa+N55MNXyKhDElVVFd2hlXTKyyS5NBfzkIdQKiz4/vkTE+OHVntOqHsA/nsWU9RtLDov/xrbthfn0q7iMOOvvkwSaBMjSVSIJmzK/XfxzPR36Db4xnNSbEGr1ZLp4QWlxS5pL0GrJaEC7sSbt5Z/R4/OlxDgd25Lz/lo7CiKDW01vUVd1j5s7gEo5mKCUrfzbMwAurW+imVp2/jkz4X4WyqY3n4cAZ7V/4jpHNqG7/1ieOHPOazrMa7GGJIMaXwy43F8fHxc9r7EuSEVi4RownQ6HXeOv5q9m34/Z9dUO/fhlM3m8na7ZKZxMuOEy9utzd1XTMBj769nbDembuEWUzFXp+7jhXKVn7rfTbfw0wuSD4nuztzEW3i/x501JtC/eBs9aecTcdYVZDR6oyTQJkp6okI0cS1bNMfTrRxVVTm2fztH9mwl72Q2fa+6juZxbevdvqkwj/LSEsKanZ4a4u4XTFkDLCnW3cuLb/ZuoHVce5e3fTYns1MwBcRTWb6gJI+wfb9xe1g3RrXq7ZJrFKmWGqf12PJSybXJIthNlUM90dmzZ5OYmIivry++vr4kJSWxePHiyv1ZWVmMHz+e8PBwvLy86Nq1K99//73LgxZCVHXjNVdwfOsi+ieGExsQRN+AMRydv5Gvpj/ldJtWs5l5747m6MYxbF8yjkN7t2KxWMhe8wvN/78ykSt5abUU/rnJ5e2ejaqqbNyzFX3Y38UXgg+vYn6PiYxq4ZoEWlBuYnNpfrX7wvN2MufWznwzfapLriXOPYeSaFRUFDNmzGD79u1s27aNQYMGMWbMGPbt2wfAhAkTSE5OZtGiRezZs4exY8cybtw4du7c2SDBCyFOi4yM4OEH76Zrl05kHzOhdzPQKrQ7mekp7N+1kV1b1lBiKqxze4qi8P0Hl3Pj9acYMEDhVF4A21e9y3ev9mZEUW6DvIeTFRXo4zo0SNs1+W3NT2z0bofWcHrQkiF9N+P9Wrm0GMRvqes51vnKavcltfClf98kwsPDXXY9cW459C9l9OjRjBw5koSEBFq1asWLL76It7c3mzad/vW4YcMGHnjgAXr27ElsbCxPPfUU/v7+bN++vUGCF0Kc9teKhkt+XUaAPR4ArdaNaztNpmBZGuVrclk4/VWyTp4A4MdP3yE/N7vG9hRFITTYhpfX6a+IYUNLuO7qQ0ya6sH6WIXUBlhB8dv4Dtx83QMub7cm3//yKat3rEdbUYaq2KEoi345qVwde4lLr9PKPwbPlOq/A/09pYhCU+f0M1G73c78+fMpLS0lKSkJgD59+jBv3jxGjRqFv78/3333HWazmYEDB9bYjsViwWL5e9K4ydS4tUCFaGpsNhuv/u8dclPLUFQ78d79KvcZ9R60DDn9jDHML4Yls2djx0b38CEsfPUVxj35FD5+AVXaKy8rYf6Hj3L9VeXA6ekWrVop/PWb+8YnNPz6uIa7XDNAF4CDdoW4Tn3ROVEezxmKomDNz2D9jZez8tARZu/7kpPFZnqF93D5tXqEtWdI1i5++tcIYFVVcdfL2M6mzuF/sXv27CEpKamyyv/ChQtp164dAN999x3XXXcdQUFB6HQ6PD09WbhwIfHx8TW2N336dJ577jnn34EQF7EnHvgfJZkQ5hFPrNfZbwm6GzwZmjCh8vXAuOtY8+5XmLT5tOzRhfSjCwkNzMLTo4Rrx1QQHFLzfEVbCxuH97iR4KK1UCoUBU/Phh+darPbWLR0DgV5GTzaqRUAg1rFM6jV6e+oN/7YSE5JIqHerltmDOCO+JHs2vUjaV2vBk4n0Bb52xhy87UuvY449xz+GdS6dWt27drF5s2bmThxIrfccgv79+8H4Omnn6awsJDly5ezbds2pk6dyrhx49izZ0+N7U2bNo2ioqLKP2lpac6/GyEuIoqiYDPpaBt8CYG1JNDqeBi86Bp1GQMjr+Xg8qU0j9zP5ZebGHSZQljY2Sf8j5mo8F2g68oORmqg3FzmsvaqY62w8tk3r3F/c28+GZJEm7Azy+rdn9SDl3e8xR9pOzGZS1x27WCvAK4LjMUt9fT4EGNuMrOm3kDXjud2JLJwPY2q1u/hxuDBg4mLi+Oxxx4jPj6evXv30r59+yr74+Pjef/99+vUnslkws/Pj6KiInx9z481CIU4H61cvoa1n6UR4hNZ77YURWGr6SluubvuUy3mvmdj/J9GQlxQYWd5aSl+j7xFfIuGW6nkpyVf81BLXyL8/Go8Zu6+A7x0UkexVwiG0lxCLSUYS4r4tNdElww2+iL5V76pKKd963Dmvz6t3u2JhuFIHqr3vwpFUbBYLJSVnf4V+e9/aG5ubmedZCyEcJyqqiz/eZ1LEiiAxVaG1s2x39PX3KPlTf8yrC4YZHTc24+QwIYboZqZk45P0cmzJlCAHXlFmFpdhtosEUurQaR1vIICb1+Xjda9pfUoJnuFEpB+zCXticbn0L+MadOmsXbtWk6cOMGePXuYNm0aq1ev5qabbqJNmzbEx8dzzz33sGXLFo4ePcrrr7/OsmXLuPLKKxsofCEuPuXl5fznoRfxLmxVv3asJWw6uoCDmevYUPAQLRIKHDpfp9MyeLyWX/T1fy46psLMt3Pfqnc7NVm5ZgFP9utV63Ee1ZRO9HNhJ8Bis2LyryCxZ0eXtSkal0MDi3JycpgwYQKZmZn4+fmRmJjI0qVLGTLk9Irtv/32G0888QSjR4+mpKSE+Ph4vvjiC0aOHNkgwQtxMZrx1DuElnZH7+FcwYPjedso8PyO0MhiRgwpZ8d2b3oE6enZy/FSfm066PnNTwt5fycas6JQpigEOrDSS6hOh1fGCfILcwn0d+2gHgBdaUGtvUm7opBcUAJR/9ruwjmjy3I2M+HViYy/7ibun/qgy9oVjcehJPrJJ5+cdX9CQoJUKBKiASmKQuFJK6EBziVQs7WMTLevuP2Wvwbx6Bkx0rkBQqt/sVOxzEib/8+fByoqOOGmYV+8Da2XjT77feltr3sv7u7SIp557z888Z8PnIqnJjZbBdThlvPhnBzWujXn35+su93uslj6B3Xh5y9/QK/XY7FYMBqNtZ8kzmtSO1eIJmT1irX4aZs5ff7ejFX4x5nYuVNH585qvVZ+MVvsdC+3o2oU3vaCgMvLCI+GGzt6AAYWPWGnt6nu7RfabUS3rfu6nhUVVkrKSipXfTGVFLF05Xe46QwM7DMKnU5PbkEOa5d/y9O9u5y1LVVVOZqXj7uq8u+0n6nVUGY142mof2EEX6M3rY77MyCmBz989h033Du+3m2KxiVJVIgmwmq1suDj32kfMNjpNrq3GEV5+QBSVu+j2PQR/Qc4H8/wqw0s0ZgJjVK5ursBrdajyn5TdDG5uz0JruNt3XC9AcufG8npP4bQ4LMPMioyFfLdD+/hp1po2XUYWq2W7dtX8vHg3ijAi4s/xGa3UWI2M2v4ZehqiaHMauXRTQexDbz/jIEiha2HMXnXF3zU855a34NNsWG1VbAh90+Sgjuyp+QoedoSVKudzsZ49pQexeIDXtEBXHrFkFrbE+c/SaJCNBFmsxk3xaP2A2vhYfCmVUQPth5eQP8BhfVqa/jYmm9Haip0+Dj4PHFKaREvffky905+rdrFqa0VVrbtXs+RvX/w0eC+6HQ6ft33J+E+3jww/O9yfc9d2teh6+q0WqL9vUmuZk1RrdGTw1Ht+enYOsacpSTg/qKjHI0owivEl6GP3MjC97/lFAU8+8YL2Gw2lvz0GxMunyK3cC8w9Z4n6moyT1SImn3y/ldkbTDi71n/wTfrT3zCmNs2EBzSMKXn9u+qoPhzb66yOvYVs9tqJfmquxnSf3SV7Zt3ruXI3j+Y2D6ODpERLonxcG4e7+zYy64SOBYzEH1QdI3H+u5cwA8db8Jdd2YSXFy4iejL2jL82stdEpdoXOd0nqgQ4ty56dZrySk/6pK2kmJuY/nShvuh2q6znsNBZswOThHpZDDg/+uXbNqxpnLb7oPbCMvaxXtDLnFZAl2XmsrdGw7yc8J40rqMP2sCBShsO5zL173Njbu/YEnKlsrtazK3EXZpvCTQi5TczhWiCTEajei8XDNadG3KTAaOKXdJWzW5aorKN0/DHQ4MAD6ogTQfL1JX/0BZeSk2u43043v4aJjrVldZdOgIzx8zc6rjDXU+R+vujXngvaQCr6ZuYdWuzxnQqxOXPDyUth3buSw20bRIEhWiCdFoNASE+oALFjtSjZm0aeO66RvV8fLW4tbDxsK1Gg57qQyzGOmkVH97d7dWyx4vT/SBgbw29koAUvPzCfT0xLuVa5cn+y01m1Ot655A/83D053rbx3P6KEDXReUaJIkiQrRxBg83GpNoqqqsidlPYktak4+7rY2HD++jpYtXRzgvwy9EU72t9ArysDyKSqdLH/HmFpRQahOh4dWy26Dnul33l7l3JjAQJfFUWG3o///wUqZZVan21EsZQyJ9ZIEKgB5JipEk6MzVP+fraKefvZYUJbNNxtfwtPT+6zt6BV/9PqG7Yn+JSrKwNefGkkxGlipN6CqKl+jYUf85fz6/2uIlnjUf+RxTX46cJA+85bz7sbNZBYVUeB4cSYAFGs5/dR9vPToRNcGKJosSaJCNDHxbVtwNHs3x60bydbv5JRxNzsKFvLl1qc4qdnC7vRVtGwRR3xo57O2Y1cUdLqGWxzCYlGwWlX27lVRVRWN1YdXBs2kPKo/73qF0y9pChO6XkOubzQvWysY2a3uhRYctTO3kFNJdzHdrSeXrTpCvldU7SdVo03ZXj5/9T/o9XoXRyiaKrmdK0QTM/qqEbSIj6ZDh/bV1oNdu2o9+/Yc4PDWTbT06IFWW9NSZVoUxTWLaldn4fcaTuzxpFtgN3auTGZ86OliBdd3GgeMqzzu0Uv/w1t/fsKIjh0aJI75B5JZYvEHwBDSnLKQ5k61o6oqPeNCJYGKKiSJCtHEaDQaEhNrXgWk/6V96X9pX/Jy8/jg7a8oPK4Q49XpjBJ/JephAgMb5maUqqo0a6YnxpTEbbETaj0+1BiGoiguW3LsL8uPHmPeoTSyEm+v/eDaFKQzdEzD9ZZF0yS3c4W4QAUFB/Hk8w9x13+v4GjFWsosJVX2hzQ/hbu7c18Bx45CZmb1o2yPHdXwzftB9Ex7uE4JFCDcI4R9GZlOxXI2M/enss0VCRSIsGfSp2d3l7QlLhySRIW4wCW0iufVD59G1yqdjJLDldsLcz1wtmDZqi3+LFvtRUaGykefaigtVVAUle/m6MhfOpzn494gMbRtndvrG9mFWesPkV5Q6FQ8NYn1cs3NNtVeQVJL/1pr8IqLjyRRIS4COp2OKdMmMvyOjhwr24Sqqig2HXUtJlRSYmfufAMn08FsVrBr9Rw/fIrF21rQ98nb+PpbHV98radQ25ruQbUvfv1vRp2Bx7pN5N01J1i4e6/D51enzGolu7is9gPrwF6Sz7DenVzSlriwSO1cIS4yyQcO8cnzv5JatJzAFtlYKhS2bjrK628EodX+/dzUblf5bYmR0gpvCots9J92DVs/XY21qJhe94/C4KGr7JnZrDa0Oi1arZZTj2Rza/wYp+Pblr2Xzbk7CfAsY2r/Xk73/u7+eQlL4m9G6+7pdCwAnoVHGRpu5akHbic4yHXzVsX5y5E8JPcmhLjItG7bCu9mPxNtHUZe1GZ6XJeI56oDfPjVLmIjS4mMsKHXqxw4oBA46kratv67Vm3f+4ZWaUtRFLY8uxO1WKHjU2059PMxLvfrX6/4uod1oHtYBzJLTvHi76spsmYQ6m3gicH9HGqna2gQv5qL6pVEVVVlRDS8/p9HnG5DXNgkiQpxEbrihiH879E38FdVtFotHS5rT4fL2mM1Wzm5L51SUzmaTiqRrc9e7D31z5P0q+jCgLjufPviYi7z60mXsDYuiTHCO4Q72l6LXbGTUpzBM0t+5bnhdSv/tyktjeWZ+WgSai7g4Ft0lK6BFeg0UGauICHCj9XJ2ZwI6IZGc/pJV/PCndx7jyycLWomSVSIi1BuaQ5xY/yJuqzqkmoGdwOx3epeB7BF5xj++HQrQ3V9uLWV87dw/63QXIyv0QutRovZZkGjaLDYDJX7VVWtMmXHriik5ueTXlJCM29vHl6+kZSuE3Dz8KOiIBOdTxAaXdXzB4TbePeZh6tcNzc3j6see5O00CR8i45x++BOJMS2cNn7EhceSaJCXIQ27FlL/BXNXNJWsCbA6XOX5G9C9XJDMdtQLHa0ejcULy0hXaMozknDVmzFv00IES2a4bMolDmncrF6eVNWWIi7yURSoD8eOh0/FxbRfdTlRDdvTvqJEzzavhNGbx927DtMz2Gt+XjhcnZm6bGEd0SjM+B7ag93Tb3yzPcSHMSsR25m1neLuaRXa266amQ9PhlxMZCBRUJchFasWcEmdTnBLeo3UObohuN0XdKGSyK7OHzuhlO76TD5Utoltnf6+n8sX46tooKBw4efUUzin8xmM6dO5TLz6x8w22Ds4CQGJPVw+rriwuZIHpIkKsRFyG6388jLD6H1g/AegfiGnr1Y/b+VFZvZ9cIe2imx3Bg78qwJrNrrK3Z+897NxP9Odug8Ic4FGZ0rhDgrNzc33nzyXVRV5eVZL1HWrxxP37qtolKYXcSWZ3fyUtsH8TI4PvJ1R1EyR9wymSAroYgLgBRbEOIiNmf+HDKOZ7FvZXKdjt/41DZ0L6v0NHZg/andtR5fUF6ETfl73bEDBccpaa9n6synCQ4JPsuZQjQNkkSFuIjdcM0NbNm6BXNa3RbYDEjyZ6dHMponDaxrvpMjhalnHKOqKkXmYhbkr+ZILzMb4tJYEXSA5YH78bohjhvvv8XVb0OIRiPPRIW4yM35/msyWx7BO9DLofMURWHtA5uY3v5BdFod6SU5bC9JRo0xEtm6OSOuvhx3d/cGilqIhiPPRIUQdXbtFdfx2JtTaDPOsSSq1WqJv78la7/aTlJEZ7YGpzDp3WkODzISoimT27lCXOT0ej1X9b2WUyfyHD43qm0EC48v4/198xg/5Q5JoOKiI0lUCEFSzz6Yd2goOFnk8Lm9XutBQaQVPz+/BohMiPObJFEhBHq9nhemTqdke90GGP1TzvYCZs/+sAGiEuL851ASnT17NomJifj6+uLr60tSUhKLFy+ucszGjRsZNGgQXl5e+Pr60r9/f8rLy10atBCiYdww7Gb2fHeY5GXHObkj66zHZh3MJT+9gFZ+7TEajecoQiHOLw4NLIqKimLGjBkkJCSgqipffPEFY8aMYefOnbRv356NGzcyfPhwpk2bxrvvvotOp2P37t1otdLhFaIpaN+mA++0ep/y8nJ27t3Jz6vmE3tpVLXHag95kF9QzIixfc5xlEKcP+o9xSUwMJBXX32VO+64g969ezNkyBCef/55p9uTKS5CnD9Wrl3OT/vnk3BpC/TGqr+585aU8+S9/22kyIRoOI7kIae7iHa7nblz51JaWkpSUhI5OTls3ryZ0NBQ+vTpQ1hYGAMGDGDdunXOXkII0cgG9R/MU1e/ABu8OPFDDkVZxZw6nseRX9Jo28L5wvFCXCgc7onu2bOHpKQkzGYz3t7ezJkzh5EjR7Jp0yaSkpIIDAzktddeo3Pnznz55ZfMmjWLvXv3kpCQUG17FosFi8VS+dpkMhEdHS09USHOM6qq8srsl+nevgeD+g+S6SzigtWgq7hYrVZSU1MpKipiwYIFfPzxx6xZs4bCwkL69u3LtGnTeOmllyqPT0xMZNSoUUyfPr3a9p599lmee+65M7ZLEhXi/Ge323Fzc2vsMIRwqQa9nWswGIiPj6dbt25Mnz6dTp068fbbbxMREQFAu3btqhzftm1bUlPPrK/5l2nTplFUVFT5Jy0tzdGQhBCNwGQy0Xl0Z65/4HpKSkoaOxwhGkW9y/4pioLFYqFFixZERkaSnFx1NYhDhw4xYsSIGs83Go0yPF6IJsjX15eh/YfSLLgZ3t6OrUcqxIXCoSQ6bdo0RowYQUxMDMXFxcyZM4fVq1ezdOlSNBoNjz76KM888wydOnWic+fOfPHFFxw8eJAFCxY0VPxCiEb0+hOvN3YIQjQqh5JoTk4OEyZMIDMzEz8/PxITE1m6dClDhgwB4KGHHsJsNjNlyhTy8/Pp1KkTy5YtIy4urkGCF0IIIRqTLIUmhBBC/MM5mScqhBBCXOwkiQohhBBOkiQqhBBCOEmSqBBCCOEkSaJCCCGEkySJCiGEEE6SJCqEEEI4SZKoEOKCVVFRwTcffdXYYYgLmCRRIcQFS1EUPvvwE4qLixs7FHGBqncBeiGEOF8ZjUaWb13d2GGIC5j0RIUQQggnSRIVQgghnCRJVAghhHCSJFEhhBDCSZJEhRBCCCdJEhVCCCGcJElUCCGEcJIkUSGEEMJJkkSFEEIIJ0kSFUIIIZwkSVQIIYRwkiRRIYQQwkmSRIUQQggnSRIVQgghnCRJVAghhHCSJFEhhBDCSZJEhRBCCCdJEhVCCCGcJElUCCGEcJIkUSGEEMJJkkSFEEIIJzmURGfPnk1iYiK+vr74+vqSlJTE4sWLzzhOVVVGjBiBRqPhxx9/dFWsQgghxHnFoSQaFRXFjBkz2L59O9u2bWPQoEGMGTOGffv2VTnurbfeQqPRuDRQIYQQ4nyjc+Tg0aNHV3n94osvMnv2bDZt2kT79u0B2LVrF6+//jrbtm0jIiLCdZEKIYQQ5xmHkug/2e125s+fT2lpKUlJSQCUlZVx44038t577xEeHl6ndiwWCxaLpfK1yWRyNiQhhBDinHJ4YNGePXvw9vbGaDRy7733snDhQtq1awfAlClT6NOnD2PGjKlze9OnT8fPz6/yT3R0tKMhCSGEEI3C4Z5o69at2bVrF0VFRSxYsIBbbrmFNWvWcOTIEVauXMnOnTsdam/atGlMnTq18rXJZJJEKoQQoknQqKqq1qeBwYMHExcXh4eHB++88w5a7d+dW7vdjlarpV+/fqxevbpO7ZlMJvz8/CgqKsLX17c+oQkhhBAOcyQPOf1M9C+KomCxWHjuuee48847q+zr2LEjb7755hkDkoQQQogLgUNJdNq0aYwYMYKYmBiKi4uZM2cOq1evZunSpYSHh1c7mCgmJoaWLVu6LGAhhBDifOFQEs3JyWHChAlkZmbi5+dHYmIiS5cuZciQIQ0VnxBCCHHeciiJfvLJJw41Xs/HrUIIIcR5TWrnCiGEEE6SJCqEEEI4SZKoEEII4SRJokIIIYSTJIkKIYQQTpIkKoQQQjhJkqgQQgjhJEmiQgghhJMkiQohhBBOkiQqhBBCOEmSqBBCCOEkSaJCCCGEkySJCiGEEE6SJCqEEEI4SZKoEEII4SRJokIIIYSTJIkKIYQQTpIkKoQQQjhJkqgQQgjhJEmiQgghhJMkiQohhBBOkiQqhBBCOEmSqBBCCOEkSaJCCCGEkySJCiGEEE6SJCqEEEI4SZKoEEII4SRJokIIIYSTJIkKIYQQTpIkKoQQQjhJkqgQQgjhJIeS6OzZs0lMTMTX1xdfX1+SkpJYvHgxAPn5+TzwwAO0bt0aDw8PYmJiePDBBykqKmqQwIUQQojGpnPk4KioKGbMmEFCQgKqqvLFF18wZswYdu7ciaqqZGRk8Nprr9GuXTtSUlK49957ycjIYMGCBQ0VvxBCCNFoNKqqqvVpIDAwkFdffZU77rjjjH3z58/n5ptvprS0FJ2ubvnaZDLh5+dHUVERvr6+9QlNCCGEcJgjecihnug/2e125s+fT2lpKUlJSdUe81cAZ0ugFosFi8VS+dpkMjkbkhBCCHFOOTywaM+ePXh7e2M0Grn33ntZuHAh7dq1O+O43Nxcnn/+ee6+++6ztjd9+nT8/Pwq/0RHRzsakhBCCNEoHL6da7VaSU1NpaioiAULFvDxxx+zZs2aKonUZDIxZMgQAgMDWbRoEXq9vsb2quuJRkdHy+1cIYQQjcKR27n1fiY6ePBg4uLi+OCDDwAoLi5m2LBheHp68ssvv+Du7u5Qe/JMVAghRGNyJA/Ve56ooiiVPUmTycTQoUMxGAwsWrTI4QQqhBBCNCUODSyaNm0aI0aMICYmhuLiYubMmcPq1atZunRpZQItKyvj66+/xmQyVQ4SCgkJwc3NrUHegBBCCNFYHEqiOTk5TJgwgczMTPz8/EhMTGTp0qUMGTKE1atXs3nzZgDi4+OrnHf8+HFatGjhsqCFEEKI80G9n4m6mjwTFUII0ZjO6TNRIYQQ4mIlSVQIIYRwkiRRIYQQwkmSRIUQQggnSRIVQgghnCRJVAghhHCSJFEhhBDCSZJEhRBCCCdJEhVCCCGcJElUCCGEcJIkUSGEEMJJkkSFEEIIJ0kSFUIIIZwkSVQIIYRwkiRRIYQQwkmSRIUQQggnSRIVQgghnCRJVAghhHCSJFEhhBDCSZJEhRBCCCdJEhVCCCGcJElUCCGEcJIkUSGEEMJJkkSFEEIIJ0kSFUIIIZwkSVQIIYRwkiRRIYQQwkmSRIUQQggnSRIVQgghnCRJVAghhHCSQ0l09uzZJCYm4uvri6+vL0lJSSxevLhyv9lsZtKkSQQFBeHt7c3VV19Ndna2y4MWQgghzgcOJdGoqChmzJjB9u3b2bZtG4MGDWLMmDHs27cPgClTpvDzzz8zf/581qxZQ0ZGBmPHjm2QwIUQQojGplFVVa1PA4GBgbz66qtcc801hISEMGfOHK655hoADh48SNu2bdm4cSO9e/euU3smkwk/Pz+Kiorw9fWtT2hCCCGEwxzJQ04/E7Xb7cydO5fS0lKSkpLYvn07FRUVDB48uPKYNm3aEBMTw8aNG2tsx2KxYDKZqvwRQgghmgKHk+iePXvw9vbGaDRy7733snDhQtq1a0dWVhYGgwF/f/8qx4eFhZGVlVVje9OnT8fPz6/yT3R0tMNvQgghhGgMDifR1q1bs2vXLjZv3szEiRO55ZZb2L9/v9MBTJs2jaKioso/aWlpTrclhBBCnEs6R08wGAzEx8cD0K1bN7Zu3crbb7/Nddddh9VqpbCwsEpvNDs7m/Dw8BrbMxqNGI1GxyMXQgghGlm954kqioLFYqFbt27o9XpWrFhRuS85OZnU1FSSkpLqexkhhBDivONQT3TatGmMGDGCmJgYiouLmTNnDqtXr2bp0qX4+flxxx13MHXqVAIDA/H19eWBBx4gKSmpziNzhRBCiKbEoSSak5PDhAkTyMzMxM/Pj8TERJYuXcqQIUMAePPNN9FqtVx99dVYLBaGDRvGrFmzGiRwIYQQorHVe56oq8k8USGEEI3pnMwTFUIIIS52kkSFEEIIJ0kSFUIIIZwkSVQIIYRwkiRRIYQQwkmSRIUQQggnSRIVQgghnCRJVAghhHCSJFFRrcWLfuI/Dz3Q2GEIIcR5TZKoqNb+vXvYu3MnH7/7TmOHIoQQ5y1JoqJa3Xon0dbHQHZmemOHIoQQ5y2H1xMVF7Z5X37BnxvXUZqXS4Vdw0MPPNTYIQkhxHlLkqgA4NvPP+XPDevQZKcT5K4nUAOpKFTYbI0dmhBCnLckiQrWrlrJzu+/JczTCO76yu02Dy+io6MbMTIhhDi/yTNRweqffzqdQP+fqqpkllno2O/SRoxKCCHOf9ITFVhKS/ACTOUWclUtHpHR3PzEfXTu2rWxQxNCiPOaJNGL3KrlyzBnpFLopiHi0uE8ed/9GI3G2k8UQghxcSXRtLQ0Pv74Y4KDgykrK2PUqFF06NChscNqVD16J3HsyFUcOnCA+6Y83NjhCCFEk3JRJdEvvviC4cOHo9FoAFi7du1Fn0S9vb254977GjsMIYRoki6aJKooCjabrTKBAmRnZ2M2m3F3d2/EyBpHTnY2s1+dQVlhASNvuJkBlw1u7JCEEKLJuWhG52q1Wpo1a1b5WlVVPD09L8oECvDZzHfwSj1EaHEuv3z9eWOHI4QQTdJFk0QBevfuzZ49eypf+/r6NmI0jasgM6OyV24tKW7kaIQQomm6qJJox44dMZlMAFVu6zYUVVWB07eSd+/eXfm6sZWXl1Ock1n5Wut20dzVF0IIl7rovj2HDRvG5s2bURSF/v37N9h1Vq1axfLly/Hz80NRFFJSUnj55ZfPi97ve6/MIEr/948IvbtnI0YjhBBN10XVEwXo0KEDBQUFmEwm2rdv3yDXWLNmDUePHmX06NH07NkTu93Obbfddl4kULPZzIld2zDo3IDTveVAKe0nhBBOueh6ogDNmjWjefPmDdL2zp072bZtG3379gVOT6N59NFH8fDwaJDrOWrmq68QqbHz11+9XVEJi4pp3KCEEKKJuiiT6A033FDvNo4cOUJ4eDiKorBo0SLMZjOnTp0iKCiIvn37YrPZWLlyJddff/15k0DLy8s5vnUDsR5//7VrNJCdLmuGCiGEMy7KJFpfn332GRaLBZPJhJubG127dj0jUW7evJkHH3wQf3//xgmyGr/99CMh/+iFAqSWWnjy3omNF5QQQjRhkkSd0KpVKw4dOnTWgUlms/m8q0G7edkSwtyrxhQQ34bIyMhGikgIIZq2i25gkSv07duXoqKiGverqoqXl9d5cxsXTsdUXphfZVtemZlu/QY0UkRCCNH0SU+0Bjt37mTdunWEhIQwbtw4tNqqvzeCgoIoLy+vNlHu37+fIUOGnKtQ62Thd/PwrTCTa9NS4R9EQFg4Hdp2YMw11zZ2aEII0WQ51BOdPn06PXr0wMfHh9DQUK688kqSk5OrHJOVlcX48eMJDw/Hy8uLrl278v3337s06HNh2bJl9OjRA19fX1588UUKCwur7L/uuuvYuHFjtefm5uY6NH3mxInjPDLxbr75/DM2blhPRkYGk26/lV07d9bnLVT6+tOPWfHVJ1hCmzHongd57Ys5/OeVN7jxttvPSdEJIYS4UDnUE12zZg2TJk2iR48e2Gw2nnzySYYOHcr+/fvx8vICYMKECRQWFrJo0SKCg4OZM2cO48aNY9u2bXTp0qVB3kRDCgwMZNCgQcybN4977rmncrvBYKBLly4cPXqUuLi4yu3FxcUO38ZNPZGCLvUIx7JS2GuxUoqW1MIS2tVjHuuaVSs5lZXF1pXL0OekYwyN4OUPPsHNzc3pNoUQQlTlUE90yZIl3HrrrbRv355OnTrx+eefk5qayvbt2yuP2bBhAw888AA9e/YkNjaWp556Cn9//yrHNBUVFRUA7Nq1i44dO56xf8SIEeTk5FS+ttlsbNq0iUmTJjl0nS1/rCHQ0x1Pg55gHy+a+3gQ7+fJiRPHnY79g7ffYuWPP1Cenkqu3pOpz70gCVQIIVysXs9E/xpcExgYWLmtT58+zJs3j1GjRuHv7893332H2Wxm4MCB1bZhsViwWCyVr/+qbdvYJk6cyKeffordbqd///5079692uP69u3LqlWrUFUVVVV54IEH6pysVFXlvdde5dT2TYQaq54T7uXBFzPf5cV3ZjoV/5wfFwGQnp5OSEgIBoPBqXaEEELUzOkkqigKDz30EH379q2ysPV3333HddddR1BQEDqdDk9PTxYuXEh8fHy17UyfPp3nnnvO2TAajI+PD5MnT671uJ49e6LX60lMTHS4p/fn7t0cW/4LzfzPLAeoc9OilJc61F51/rn8mxBCCNdyeorLpEmT2Lt3L3Pnzq2y/emnn6awsJDly5ezbds2pk6dyrhx46osQfZP06ZNo6ioqPJPWlqasyE1mi5dujh1q9RgNAI1D+wx22z1iEoIIURDc6onev/99/PLL7+wdu1aoqKiKrcfPXqUmTNnsnfv3srRqZ06deKPP/7gvffe4/333z+jLaPReE6LEthsNnS682NmT1xcHBXefoBS7f7g0PBzG5AQQgiHONQTVVWV+++/n4ULF7Jy5UpatmxZZX9ZWdnpRv81p9LNzQ1FqT5RnEvvvvsuzz//PBs2bGjsUIDTI3w7DxpCvuXMHmeGVaHXwEsbISohhBB15VCXbNKkScyZM4effvoJHx8fsrKyAPDz88PDw4M2bdoQHx/PPffcw2uvvUZQUBA//vgjy5Yt45dffmmQN1CbHTt2UFBQQHp6OmFhYXh6euLj49MosVTnjkkP8E5xCRnrVxDi6U6BpYJy3yAGXHsVg0eMbOzwhBBCnIVGVVW1zgfXMDH/s88+49ZbbwXg8OHDPPHEE6xbt46SkhLi4+N55JFHGD9+fJ2uYTKZ8PPzo6ioyCXrb7744ot07NgRRVEICwtj7dq1PP744/Vu19VWLV/G1vXrCAgI4K4HH2rscIQQ4qLlSB5yKImeC65Oon/++ScbNmygrKwMvV7PqFGjiI2NdUGkQgghLkSO5KHzY4RNA0pMTCQxMZEDBw6watUqSaBCCCFc5oJPon9p27Ytbdu2bewwhBBCXEBkKTQhhBDCSZJEhRBCCCdJEhVCCCGcJElUCCGEcJIkUSGEEMJJkkSFEEIIJ0kSFUIIIZwkSVQIIYRwkiRRIYQQwkmSRIUQQggnSRIVQgghnCRJVAghhHCSJFEhhBDCSZJEhRBCCCedd0uh/bVGuMlkauRIhBBCXIz+yj9/5aOzOe+SaHFxMQDR0dGNHIkQQoiLWXFxMX5+fmc9RqPWJdWeQ4qikJGRgY+PDxqNprHDOS+ZTCaio6NJS0vD19e3scNp8uTzdD35TF1LPk/XO9tnqqoqxcXFREZGotWe/annedcT1Wq1REVFNXYYTYKvr6/8B+VC8nm6nnymriWfp+vV9JnW1gP9iwwsEkIIIZwkSVQIIYRwkiTRJshoNPLMM89gNBobO5QLgnyeriefqWvJ5+l6rvpMz7uBRUIIIURTIT1RIYQQwkmSRIUQQggnSRIVQgghnCRJVAghhHCSJNEm5sUXX6RPnz54enri7+9f7TEajeaMP3Pnzj23gTYRdfk8U1NTGTVqFJ6enoSGhvLoo49is9nObaBNWIsWLc749zhjxozGDqtJee+992jRogXu7u706tWLLVu2NHZITdKzzz57xr/FNm3a1KvN865ikTg7q9XKtddeS1JSEp988kmNx3322WcMHz688nVNCeJiV9vnabfbGTVqFOHh4WzYsIHMzEwmTJiAXq/npZdeaoSIm6b//e9/3HXXXZWvfXx8GjGapmXevHlMnTqV999/n169evHWW28xbNgwkpOTCQ0Nbezwmpz27duzfPnyytc6XT3ToCqapM8++0z18/Ordh+gLly48JzG09TV9Hn+9ttvqlarVbOysiq3zZ49W/X19VUtFss5jLDpat68ufrmm282dhhNVs+ePdVJkyZVvrbb7WpkZKQ6ffr0RoyqaXrmmWfUTp06ubRNuZ17gZo0aRLBwcH07NmTTz/9tE5L+ogzbdy4kY4dOxIWFla5bdiwYZhMJvbt29eIkTUtM2bMICgoiC5duvDqq6/K7fA6slqtbN++ncGDB1du02q1DB48mI0bNzZiZE3X4cOHiYyMJDY2lptuuonU1NR6tSe3cy9A//vf/xg0aBCenp78/vvv3HfffZSUlPDggw82dmhNTlZWVpUEClS+zsrKaoyQmpwHH3yQrl27EhgYyIYNG5g2bRqZmZm88cYbjR3aeS83Nxe73V7tv8GDBw82UlRNV69evfj8889p3bo1mZmZPPfcc/Tr14//a+/+XVKLwzCAPyQcjOyHoFAEBRFFDlYUnqKllsIhaAkJEmsLakmlGoqGyKEIApf+htagBpFGawjO0GggDtFpiIaCpOy9040LXW63r8rx5POBMymv73k58njwRa+vr5W/YuCdaBXY2Nj46zLQn8d33jBbW1sYGxvD4OAg1tfXsba2hv39/QqeQXUp9zzps+/MOBqNYnx8HH6/H0tLSzg4OEAymUShULD4LKjWBINBzM7Owu/3Y2pqCqenp3h8fMTx8bFyTd6JVoFYLIaFhYV/Pqerq0u5vq7r2NnZQaFQqInf3iznPFtbWz9tQpqm+fFYrSplxrqu4+3tDblcDr29vRXo7ufweDxwOBwf19xvpmnW9PVXLi0tLejp6UE2m1WuwRCtAl6vF16vt2L1DcOA2+2uiQAFyjvP0dFR7O7u4v7+/mMTMpVKoampCT6fryyvYUelzNgwDNTV1XGz9D9omoahoSGk02nMzMwAAN7f35FOp7GysmJtcz/A09MTbm5uEA6HlWswRG0mn8/j4eEB+XwexWIRhmEAALq7u+FyuXBycgLTNDEyMgKn04lUKoVEIoF4PG5t41Xqq3lOTk7C5/MhHA5jb28Pd3d32NzcxPLycs18KClFJpPB5eUlJiYm0NjYiEwmg9XVVczPz8Ptdlvdni1Eo1FEIhEMDw8jEAjg8PAQz8/PWFxctLo124nH45ienkZnZydub2+xvb0Nh8OBubk59aJl3fWliotEIgLg03F+fi4iImdnZzIwMCAul0saGhqkv79fjo6OpFgsWtt4lfpqniIiuVxOgsGg1NfXi8fjkVgsJq+vr9Y1bSNXV1ei67o0NzeL0+mUvr4+SSQS8vLyYnVrtpJMJqWjo0M0TZNAICAXFxdWt2RLoVBI2traRNM0aW9vl1AoJNlstqSa/Cs0IiIiRdzOJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUsQQJSIiUvQL9OnAuoCIH18AAAAASUVORK5CYII=", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "spain = df[df.admin == 'Spain']\n", |
| "not speed_run and spain.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 25, |
| "metadata": { |
| "id": "yJ_Ueh7Rt1LV", |
| "outputId": "16fe59db-4be4-4e02-d37b-3098bdfa945a" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 25, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 800x800 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "spain_copy = spain.copy()\n", |
| "\n", |
| "reposition(spain_copy, spain.name.isin(['Las Palmas', 'Santa Cruz de Tenerife']), 3, 7, 1, 1)\n", |
| "\n", |
| "not speed_run and spain_copy.plot(figsize=(8, 8), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "-SNb1b-Et1LV" |
| }, |
| "source": [ |
| "#### Russia" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 26, |
| "metadata": { |
| "id": "60UpJMNwt1LV", |
| "outputId": "1c9ff3fa-83e6-411e-9dc3-0c718ee97d39" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 26, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "russia = df[df.admin == 'Russia']\n", |
| "not speed_run and russia.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "IOuQ_OzMt1LW" |
| }, |
| "source": [ |
| "- Russia looks off because of Chukchi runs across E180. We need to move the parts on the other side of the map to the right." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 27, |
| "metadata": { |
| "id": "rfBkQf78t1LW", |
| "outputId": "8342e4b8-2483-4aac-8a79-e88d455297e2" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 27, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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|
| "text/plain": [ |
| "<Figure size 2000x2000 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "def shift_geom(geom, cutoff=0):\n", |
| " border = shapely.geometry.LineString([(cutoff, -90), (cutoff, 90)])\n", |
| " splitted_geom = shapely.ops.split(geom, border)\n", |
| "\n", |
| " # Create a list to store moved geometries\n", |
| " moved_geom = []\n", |
| "\n", |
| " # Check if the split operation returned a GeometryCollection\n", |
| " if isinstance(splitted_geom, shapely.geometry.GeometryCollection):\n", |
| " # Iterate over each geometry in the GeometryCollection\n", |
| " for item in splitted_geom.geoms:\n", |
| " minx, miny, maxx, maxy = item.bounds\n", |
| " if minx < cutoff:\n", |
| " # Translate the geometry\n", |
| " moved_geom.append(shapely.affinity.translate(item, xoff=360 - cutoff))\n", |
| " else:\n", |
| " moved_geom.append(item)\n", |
| " else:\n", |
| " # If the result is not a GeometryCollection, it means no split occurred\n", |
| " moved_geom.append(geom)\n", |
| "\n", |
| " # Combine all moved geometries into a single geometry\n", |
| " return shapely.ops.unary_union(moved_geom)\n", |
| "\n", |
| "# Applying the function to the DataFrame\n", |
| "russia_copy = russia.copy()\n", |
| "russia_copy.loc[\n", |
| " russia.name == 'Chukchi Autonomous Okrug', 'geometry'\n", |
| "] = russia_copy.loc[\n", |
| " russia.name == 'Chukchi Autonomous Okrug', 'geometry'\n", |
| "].apply(shift_geom)\n", |
| "\n", |
| "# Plotting\n", |
| "not speed_run and russia_copy.plot(figsize=(20, 20), **plot_styles)\n" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "### Turkey" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "#### Turkey Regions" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 28, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 28, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "turkey = df[df.admin == 'Turkey'][['iso_3166_2','geometry']]\n", |
| "not speed_run and turkey.plot(**{key: value for key, value in plot_styles.items() if key != 'column'})" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 29, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "# NUTS - 1 Codes for Turkey and correspong region - city names\n", |
| "\n", |
| "region_dict = {\n", |
| " 'TR1': ['TR-34'],\n", |
| " 'TR2': ['TR-59', 'TR-22', 'TR-39', 'TR-10', 'TR-17'],\n", |
| " 'TR3': ['TR-35', 'TR-09', 'TR-20', 'TR-48', 'TR-45', 'TR-03', 'TR-43', 'TR-64'],\n", |
| " 'TR4': ['TR-16', 'TR-26', 'TR-11', 'TR-41', 'TR-54', 'TR-81', 'TR-14', 'TR-77'],\n", |
| " 'TR5': ['TR-06', 'TR-42', 'TR-70'],\n", |
| " 'TR6': ['TR-07', 'TR-32', 'TR-15', 'TR-01', 'TR-33', 'TR-31', 'TR-46', 'TR-80'],\n", |
| " 'TR7': ['TR-71', 'TR-68', 'TR-51', 'TR-50', 'TR-40', 'TR-38', 'TR-58', 'TR-66'],\n", |
| " 'TR8': ['TR-67', 'TR-78', 'TR-74', 'TR-37', 'TR-18', 'TR-57', 'TR-55', 'TR-60', 'TR-19', 'TR-05'],\n", |
| " 'TR9': ['TR-61', 'TR-52', 'TR-28', 'TR-53', 'TR-08', 'TR-29'],\n", |
| " 'TRA': ['TR-25', 'TR-24', 'TR-69', 'TR-04', 'TR-36', 'TR-76', 'TR-75'],\n", |
| " 'TRB': ['TR-44', 'TR-23', 'TR-12', 'TR-62', 'TR-65', 'TR-49', 'TR-13', 'TR-30'],\n", |
| " 'TRC': ['TR-27', 'TR-02', 'TR-79', 'TR-63', 'TR-21', 'TR-47', 'TR-72', 'TR-73', 'TR-56']}\n", |
| "\n", |
| "# Region names corresponding to NUTS-1\n", |
| "\n", |
| "region_name_dict = {'TR1':'İstanbul',\n", |
| " 'TR2':'Batı Marmara',\n", |
| " 'TR3':'Ege',\n", |
| " 'TR4':'Doğu Marmara',\n", |
| " 'TR5':'Batı Anadolu',\n", |
| " 'TR6':'Akdeniz',\n", |
| " 'TR7':'Orta Anadolu',\n", |
| " 'TR8':'Batı Karadeniz',\n", |
| " 'TR9':'Doğu Karadeniz',\n", |
| " 'TRA':'Kuzeydoğu Anadolu',\n", |
| " 'TRC':'Güneydoğu Anadolu',\n", |
| " 'TRB':'Ortadoğu Anadolu'\n", |
| " }\n", |
| "\n", |
| "\n", |
| "def create_region_polygons(region_dict, turkey_gdf):\n", |
| " # Create a reverse dictionary where city codes map to region codes\n", |
| " city_to_region = {city_code: region_code for region_code, city_codes in region_dict.items() for city_code in city_codes}\n", |
| "\n", |
| " # Create a new column 'REGION' in the GeoDataFrame that maps each city to its region\n", |
| " turkey_gdf['REGION'] = turkey_gdf['iso_3166_2'].map(city_to_region)\n", |
| "\n", |
| " # Dissolve the GeoDataFrame on the 'REGION' column to combine city polygons into region polygons\n", |
| " region_gdf = turkey_gdf.dissolve(by='REGION')\n", |
| "\n", |
| " # Reset the index of the new GeoDataFrame\n", |
| " region_gdf.reset_index(inplace=True)\n", |
| " \n", |
| " return region_gdf.drop(columns=['iso_3166_2'])" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 30, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "turkey_regions = create_region_polygons(region_dict, turkey)\n", |
| "\n", |
| "# Rename 'REGION' column to 'ISO'\n", |
| "turkey_regions = turkey_regions.rename(columns={'REGION': 'iso_3166_2'})\n", |
| "\n", |
| "# Map the region_name_dict to a new 'NAME_1' column\n", |
| "turkey_regions['name'] = turkey_regions['iso_3166_2'].map(region_name_dict)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 31, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 31, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 1000x700 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "not speed_run and turkey_regions.plot(figsize=(10, 7), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "aYFQYe8-t1LW" |
| }, |
| "source": [ |
| "### France" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 32, |
| "metadata": { |
| "id": "AcT31Diyt1LW", |
| "outputId": "cd6cc6ef-43ba-478e-b183-84eb7e003e17" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 32, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "france = df[df.admin == 'France']\n", |
| "not speed_run and france.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "p7Y4Vf6pt1LW" |
| }, |
| "source": [ |
| "Move the [Overseas departments and regions of France](https://en.wikipedia.org/wiki/Overseas_departments_and_regions_of_France) closer to mainland." |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "Fix some department names and region codes\n", |
| "\n", |
| "- Seien-et-Marne => Seine-et-Marne\n", |
| "- Haute-Rhin => Haut-Rhin\n", |
| "- FR-IDF\\t => FR-IDF" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 33, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "def replace_column(column, df, old, new):\n", |
| " if old in df[column].values: \n", |
| " df.loc[df[column] == old, column] = new\n", |
| " \n", |
| "replace_column('name', france, 'Seien-et-Marne', 'Seine-et-Marne')\n", |
| "replace_column('name', france, 'Haute-Rhin', 'Haut-Rhin')\n", |
| "replace_column('region_cod', france, 'FR-IDF\\t', 'FR-IDF')" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 34, |
| "metadata": { |
| "id": "yjKX9Pbbt1LW", |
| "outputId": "14caae01-b1b0-4775-a00e-a9e4f30fdf73" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 34, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 800x800 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "france_copy = france.copy()\n", |
| "reposition(france_copy, france.name=='Guadeloupe', 57.4, 25.4, 1.5, 1.5)\n", |
| "reposition(france_copy, france.name=='Martinique', 58.4, 27.1, 1.5, 1.5)\n", |
| "reposition(france_copy, france.name=='Guyane française', 52, 37.7, 0.35, 0.35)\n", |
| "reposition(france_copy, france.name=='La Réunion', -55, 62.8, 1.5, 1.5)\n", |
| "reposition(france_copy, france.name=='Mayotte', -43, 54.3, 1.5, 1.5)\n", |
| "\n", |
| "not speed_run and france_copy.plot(figsize=(8, 8), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "#### France Regions" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 35, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "france_regions = france_copy[['geometry','region_cod','region']]" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 36, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "france_regions = france_regions.dissolve(by=['region_cod', 'region']).reset_index()\n", |
| "\n", |
| "france_regions = france_regions.rename(columns={'region': 'name', 'region_cod': 'iso_3166_2'})" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 37, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 37, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 1000x700 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "not speed_run and france_regions.plot(figsize=(10, 7), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "#### France with Overseas" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "This step creates a map of France with Overseas, in a friendly layout to see all territories and make them easy to see and interact with." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 38, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 38, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 1500x1500 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "france_overseas = france.copy()\n", |
| "reposition(france_overseas, france.name=='Guadeloupe', 53.2, 29, 1.5, 1.5)\n", |
| "reposition(france_overseas, france.name=='Martinique', 52.8, 27.5, 1.5, 1.5)\n", |
| "reposition(france_overseas, france.name=='Guyane française', 45, 35.5, 0.3, 0.3)\n", |
| "reposition(france_overseas, france.name=='La Réunion', -58.2, 60.5, 1.5, 1.5)\n", |
| "reposition(france_overseas, france.name=='Mayotte', -50.5, 52.2, 2, 2)\n", |
| "\n", |
| "# Tahiti\n", |
| "tahiti_data = df[(df['admin'] == 'French Polynesia') & (df['name'] == 'Windward Islands')]\n", |
| "# Remove Rimatuu to avoid confusion with Corsica when displayed on the map\n", |
| "windward_geom = tahiti_data.iloc[0].geometry\n", |
| "filtered_geom = MultiPolygon([geom for i, geom in enumerate(windward_geom.geoms) if i != 1])\n", |
| "# Update the geometry in the tahiti_data DataFrame\n", |
| "tahiti_data.at[tahiti_data.index[0], 'geometry'] = filtered_geom\n", |
| "france_overseas = pd.concat([france_overseas, tahiti_data], ignore_index=True)\n", |
| "reposition(france_overseas, france_overseas.name=='Windward Islands', 158.2, 57.3, 2, 2)\n", |
| "\n", |
| "# Kerguelen\n", |
| "kerguelen_data = df[(df['admin'] == 'French Southern and Antarctic Lands') & (df['name'] == 'Archipel des Kerguelen')]\n", |
| "france_overseas = pd.concat([france_overseas, kerguelen_data], ignore_index=True)\n", |
| "reposition(france_overseas, france_overseas.name=='Archipel des Kerguelen', -63.5, 88.5, 0.9, 0.9)\n", |
| "\n", |
| "# Wallis and Futuna\n", |
| "wallis_futuna_data = df[(df['admin'] == 'Wallis and Futuna') & (df['name'].isin(['Alo', '`Uvea']))]\n", |
| "reposition(wallis_futuna_data, wallis_futuna_data.name=='Alo', 11.3, 1.1)\n", |
| "reposition(wallis_futuna_data, wallis_futuna_data.name=='`Uvea', 9.5, 0.2)\n", |
| "wallis_futuna_merged = wallis_futuna_data.dissolve(by='admin').reset_index()\n", |
| "france_overseas = pd.concat([france_overseas, wallis_futuna_merged], ignore_index=True)\n", |
| "reposition(france_overseas, france_overseas.admin=='Wallis and Futuna', 170, 52.5, 4, 4)\n", |
| "\n", |
| "# New Caledonia\n", |
| "new_caledonia_data = df[(df['admin'] == 'New Caledonia')]\n", |
| "new_caledonia_merged = new_caledonia_data.dissolve(by='admin').reset_index()\n", |
| "france_overseas = pd.concat([france_overseas, new_caledonia_merged], ignore_index=True)\n", |
| "reposition(france_overseas, france_overseas.admin=='New Caledonia', -165.5, 60.4, 0.4, 0.4)\n", |
| "\n", |
| "# Saint Pierre and Miquelon\n", |
| "saint_pierre_and_miquelon_data = df[((df['admin'] == 'Saint Pierre and Miquelon'))]\n", |
| "saint_pierre_and_miquelon_merged = saint_pierre_and_miquelon_data.dissolve(by='admin').reset_index()\n", |
| "france_overseas = pd.concat([france_overseas, saint_pierre_and_miquelon_merged], ignore_index=True)\n", |
| "reposition(france_overseas, france_overseas.admin=='Saint Pierre and Miquelon', 48, 4, 3, 3)\n", |
| "\n", |
| "# Saint Martin\n", |
| "saint_martin_data = df[(df['admin'] == 'Saint Martin')]\n", |
| "france_overseas = pd.concat([france_overseas, saint_martin_data], ignore_index=True)\n", |
| "reposition(france_overseas, france_overseas.admin=='Saint Martin', 54.8, 30.3, 5, 5)\n", |
| "\n", |
| "# Saint Barthélémy\n", |
| "saint_barthelemy_data = df[(df['admin'] == 'Saint Barthelemy')]\n", |
| "france_overseas = pd.concat([france_overseas, saint_barthelemy_data], ignore_index=True)\n", |
| "reposition(france_overseas, france_overseas.admin=='Saint Barthelemy', 54.5, 30, 8, 8)\n", |
| "\n", |
| "# Reposition Paris, and Departements 92 93 94 so that we can actually see them\n", |
| "paris_and_littlecrowndpts = france_overseas[france_overseas['name'].isin(['Paris', 'Hauts-de-Seine', 'Seine-Saint-Denis', 'Val-de-Marne'])]\n", |
| "grouped_geometry = MultiPolygon(paris_and_littlecrowndpts['geometry'].tolist())\n", |
| "grouped_geometry_transformed = shapely.affinity.scale(shapely.affinity.translate(grouped_geometry, xoff=6.3, yoff=2.3), xfact=3, yfact=3)\n", |
| "transformed_geometries = list(grouped_geometry_transformed.geoms)\n", |
| "paris_and_littlecrowndpts_copy = paris_and_littlecrowndpts.copy()\n", |
| "paris_and_littlecrowndpts_copy['geometry'] = transformed_geometries\n", |
| "france_overseas = france_overseas[~france_overseas['name'].isin(['Paris', 'Hauts-de-Seine', 'Seine-Saint-Denis', 'Val-de-Marne'])]\n", |
| "france_overseas = pd.concat([france_overseas, paris_and_littlecrowndpts_copy], ignore_index=True)\n", |
| "\n", |
| "# Update metadata properly\n", |
| "france_overseas.loc[france_overseas['name'] == 'Windward Islands', ['name', 'iso_3166_2']] = ['Polynésie française', 'FR-PF']\n", |
| "france_overseas.loc[france_overseas['name'] == 'Archipel des Kerguelen', ['name', 'iso_3166_2']] = ['Terres australes et antarctiques françaises', 'FR-TF']\n", |
| "france_overseas.loc[france_overseas['admin'] == 'Wallis and Futuna', ['name', 'iso_3166_2']] = ['Wallis et Futuna', 'FR-WF']\n", |
| "france_overseas.loc[france_overseas['admin'] == 'New Caledonia', ['name', 'iso_3166_2']] = ['Nouvelle-Calédonie', 'FR-NC']\n", |
| "france_overseas.loc[france_overseas['admin'] == 'Saint Pierre and Miquelon', ['name', 'iso_3166_2']] = ['Saint-Pierre-et-Miquelon', 'FR-PM']\n", |
| "france_overseas.loc[france_overseas['admin'] == 'Saint Martin', ['name', 'iso_3166_2']] = ['Saint-Martin', 'FR-MF']\n", |
| "france_overseas.loc[france_overseas['admin'] == 'Saint Barthelemy', ['name', 'iso_3166_2']] = ['Saint-Barthélémy', 'FR-BL']\n", |
| "\n", |
| "# Plot data\n", |
| "france_overseas = france_overseas.rename(columns={'NAME_1': 'name','ISO': 'iso_3166_2'})\n", |
| "not speed_run and france_overseas.plot(figsize=(15, 15), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "### Italy" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "#### Italy Regions" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 39, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "italy_regions = df[df.admin == 'Italy'][['geometry','region_cod','region']]\n", |
| "\n", |
| "italy_regions = italy_regions.dissolve(by=['region_cod', 'region']).reset_index()\n", |
| "\n", |
| "italy_regions = italy_regions.rename(columns={'region': 'name', 'region_cod': 'iso_3166_2'})" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 40, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 40, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 1000x700 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "not speed_run and italy_regions.plot(figsize=(10, 7), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "d1T6jfJPt1LW" |
| }, |
| "source": [ |
| "#### Netherlands" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 41, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "def apply_bounds(df, northwest, southeast):\n", |
| " x1, y1 = northwest\n", |
| " x2, y2 = southeast\n", |
| " boundry = shapely.geometry.Polygon([(x1, y1),(x1, y2), (x2, y2), (x2, y1)])\n", |
| " df = df.copy()\n", |
| " return df[df.geometry.apply(lambda x: boundry.contains(x))]" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 42, |
| "metadata": { |
| "id": "IS5Gcxgct1LW", |
| "outputId": "b8dbb05f-4ca9-4884-83ac-a7c169a9830a" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 42, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "netherlands = df[df.admin == 'Netherlands']\n", |
| "not speed_run and netherlands.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 43, |
| "metadata": { |
| "id": "nwUGucQ1t1LW", |
| "outputId": "26c5aede-c587-4d88-cfe0-30ecaec9ede3" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 43, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 800x800 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "netherlands_copy = apply_bounds(netherlands, (-20, 60), (20, 20))\n", |
| "not speed_run and netherlands_copy.plot(figsize=(8, 8), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "#### Latvia\n", |
| "The administrative division in the Natural Earth dataset is outdated since the 2021 subdivision reform,\n", |
| "see https://en.wikipedia.org/wiki/Administrative_divisions_of_Latvia." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 44, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "GeoJSON file for Latvia downloaded and loaded successfully.\n" |
| ] |
| }, |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 44, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "latvia_copy = df[df.admin == 'Latvia'].copy()\n", |
| "latvia_geojson_url = \"https://raw.githubusercontent.com/eriks47/latvia/main/latvia.geojson\"\n", |
| "\n", |
| "try:\n", |
| " latvia_gdf = gpd.read_file(latvia_geojson_url)\n", |
| " latvia_copy = gpd.GeoDataFrame(\n", |
| " latvia_gdf,\n", |
| " geometry='geometry',\n", |
| " crs=latvia_gdf.crs\n", |
| " )\n", |
| " \n", |
| " print(\"GeoJSON file for Latvia downloaded and loaded successfully.\")\n", |
| "except Exception as e:\n", |
| " print(f\"Unable to download or load the GeoJSON file for Latvia. Error: {str(e)}\")\n", |
| " print(\"Please download the file from the URL and try again.\")\n", |
| "\n", |
| "not speed_run and latvia_copy.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "tTpJe28jt1LW" |
| }, |
| "source": [ |
| "#### UK" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 45, |
| "metadata": { |
| "id": "xfMx6gJmt1LW", |
| "outputId": "5278dfc3-3f51-4c21-84cc-922251b1d0cb" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 45, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "uk = df[df.admin == 'United Kingdom']\n", |
| "not speed_run and uk.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 46, |
| "metadata": { |
| "id": "28VU40f9t1LW", |
| "outputId": "45585067-de13-4e02-8147-053ef0115d2d" |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 46, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 800x800 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "uk_copy = apply_bounds(uk, (-10, 60), (20, 20))\n", |
| "not speed_run and uk_copy.plot(figsize=(8, 8), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "### Philippines\n", |
| "- Merges highly urbanized cities (HUCs) into their respective geographic provinces\n", |
| "- Updates provinces:\n", |
| " - Forms Maguindanao del Norte and Maguindanao del Sur from the former Maguindanao province\n", |
| " - Splits off Davao Occidental from Davao del Sur\n", |
| " - Renames Compostella Valley to Davao de Oro" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 47, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "ph_url = \"https://raw.githubusercontent.com/jdruii/phgeojson/main/philippines.geojson\"\n", |
| "philippines_copy = gpd.read_file(ph_url)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 48, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 48, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 640x480 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "philippines_copy = philippines_copy.rename(columns={'NAME_1': 'name','ISO': 'iso_3166_2'})\n", |
| "not speed_run and philippines_copy.plot(**plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "### Philippines Regions\n", |
| "- Adds regional map\n", |
| " - Fixes outdated names" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 49, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "philippines_regions = df[df.admin == 'Philippines'][['geometry','region_cod','region']]" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 50, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "philippines_regions = philippines_regions.dissolve(by=['region_cod', 'region']).reset_index()\n", |
| "philippines_regions = philippines_regions.rename(columns={'region': 'name', 'region_cod': 'iso_3166_2'})" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 51, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "philippines_regions['name'] = philippines_regions['name'].replace({\n", |
| " 'Dinagat Islands (Region XIII)': 'Caraga Administrative Region (Region XIII)',\n", |
| " 'Autonomous Region in Muslim Mindanao (ARMM)': 'Bangsamoro Autonomous Region in Muslim Mindanao (BARMM)'\n", |
| "})" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 52, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "<Axes: >" |
| ] |
| }, |
| "execution_count": 52, |
| "metadata": {}, |
| "output_type": "execute_result" |
| }, |
| { |
| "data": { |
| "image/png": 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", |
| "text/plain": [ |
| "<Figure size 1000x700 with 1 Axes>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "not speed_run and philippines_regions.plot(figsize = (10, 7), **plot_styles)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "### Vietnam\n", |
| " - Updates provinces/cities name" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 53, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Kon Tum\n", |
| "Đắk Nông\n", |
| "Đắk Lắk\n", |
| "Gia Lai\n", |
| "Bình Phước\n", |
| "Tây Ninh\n", |
| "Long An\n", |
| "Đồng Tháp\n", |
| "An Giang\n", |
| "Kiên Giang\n", |
| "Điện Biên\n", |
| "Sơn La\n", |
| "Thanh Hóa\n", |
| "Nghệ An\n", |
| "Hà Tĩnh\n", |
| "Quảng Bình\n", |
| "Quảng Trị\n", |
| "Thừa Thiên - Huế\n", |
| "Quảng Nam\n", |
| "Hà Giang\n", |
| "Cao Bằng\n", |
| "Lào Cai\n", |
| "Lai Châu\n", |
| "Lạng Sơn\n", |
| "Quảng Ninh\n", |
| "Sóc Trăng\n", |
| "Tiền Giang\n", |
| "Bà Rịa - Vũng Tàu\n", |
| "Thành phố Hồ Chí Minh\n", |
| "Khánh Hòa\n", |
| "Cà Mau\n", |
| "Bạc Liêu\n", |
| "Hậu Giang\n", |
| "Vĩnh Long\n", |
| "Trà Vinh\n", |
| "Bến Tre\n", |
| "Đồng Nai\n", |
| "Bình Thuận\n", |
| "Ninh Thuận\n", |
| "Phú Yên\n", |
| "Bình Định\n", |
| "Quảng Ngãi\n", |
| "Đà Nẵng\n", |
| "Ninh Bình\n", |
| "Nam Định\n", |
| "Thái Bình\n", |
| "Hải Phòng\n", |
| "Hòa Bình\n", |
| "Tuyên Quang\n", |
| "Yên Bái\n", |
| "Vĩnh Phúc\n", |
| "Phú Thọ\n", |
| "Hà Nội\n", |
| "Bắc Kạn\n", |
| "Hưng Yên\n", |
| "Bắc Ninh\n", |
| "Bắc Giang\n", |
| "Thái Nguyên\n", |
| "Hải Dương\n", |
| "Hà Nam\n", |
| "Bình Dương\n", |
| "Lâm Đồng\n", |
| "Cần Thơ\n" |
| ] |
| } |
| ], |
| "source": [ |
| "vietnam = df[df.admin == 'Vietnam']\n", |
| "vietnam_copy = vietnam.copy()\n", |
| "replace_column('name', vietnam_copy, 'Ðong Tháp', 'Đồng Tháp')\n", |
| "replace_column('name', vietnam_copy, 'Son La', 'Sơn La')\n", |
| "replace_column('name', vietnam_copy, 'Ha Tinh', 'Hà Tĩnh')\n", |
| "replace_column('name', vietnam_copy, 'Quàng Nam', 'Quảng Nam')\n", |
| "replace_column('name', vietnam_copy, 'Lai Chau', 'Lai Châu')\n", |
| "replace_column('name', vietnam_copy, 'Hồ Chí Minh city', 'Thành phố Hồ Chí Minh')\n", |
| "replace_column('name', vietnam_copy, 'Hau Giang', 'Hậu Giang')\n", |
| "replace_column('name', vietnam_copy, 'Ha Noi', 'Hà Nội')\n", |
| "replace_column('name', vietnam_copy, 'Can Tho', 'Cần Thơ')\n", |
| "replace_column('name', vietnam_copy, 'Đông Nam Bộ', 'Đồng Nai')\n", |
| "replace_column('name', vietnam_copy, 'Đông Bắc', 'Bắc Kạn')\n", |
| "replace_column('name', vietnam_copy, 'Đồng Bằng Sông Hồng', 'Hưng Yên')\n", |
| "for i in vietnam_copy['name']:\n", |
| " print(i)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "## Output GeoJSON Files" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 54, |
| "metadata": { |
| "id": "5xOVyzXCt1LW" |
| }, |
| "outputs": [], |
| "source": [ |
| "# Gather up all the tweaked maps!\n", |
| "alt_maps = {\n", |
| " \"finland\": finland_copy,\n", |
| " \"china\": china_copy,\n", |
| " \"usa\": usa_copy,\n", |
| " \"france\": france_copy,\n", |
| " \"france_regions\": france_regions,\n", |
| " \"france_overseas\": france_overseas,\n", |
| " \"turkey_regions\": turkey_regions,\n", |
| " \"italy_regions\": italy_regions,\n", |
| " \"philippines_regions\": philippines_regions,\n", |
| " \"latvia\": latvia_copy,\n", |
| " \"netherlands\": netherlands_copy,\n", |
| " \"norway\": norway_copy,\n", |
| " \"uk\": uk_copy,\n", |
| " \"russia\": russia_copy,\n", |
| " \"spain\": spain_copy,\n", |
| " \"portugal\": portugal_copy,\n", |
| " \"ukraine\": ukraine_with_crimea,\n", |
| " \"india\": india_copy,\n", |
| " \"vietnam\": vietnam_copy\n", |
| "}\n", |
| "\n" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 55, |
| "metadata": {}, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "aruba has only one subdivision - removing from countries array\n", |
| "british indian ocean territory has only one subdivision - removing from countries array\n", |
| "cayman islands has only one subdivision - removing from countries array\n", |
| "curaçao has only one subdivision - removing from countries array\n", |
| "falkland islands has only one subdivision - removing from countries array\n", |
| "faroe islands has only one subdivision - removing from countries array\n", |
| "gibraltar has only one subdivision - removing from countries array\n", |
| "guam has only one subdivision - removing from countries array\n", |
| "guernsey has only one subdivision - removing from countries array\n", |
| "monaco has only one subdivision - removing from countries array\n", |
| "niue has only one subdivision - removing from countries array\n", |
| "norfolk island has only one subdivision - removing from countries array\n", |
| "puerto rico has only one subdivision - removing from countries array\n", |
| "saint barthelemy has only one subdivision - removing from countries array\n", |
| "saint martin has only one subdivision - removing from countries array\n", |
| "tuvalu has only one subdivision - removing from countries array\n", |
| "vatican has only one subdivision - removing from countries array\n", |
| "british virgin islands has only one subdivision - removing from countries array\n", |
| "aruba has only one subdivision - removing from countries array\n", |
| "british indian ocean territory has only one subdivision - removing from countries array\n", |
| "cayman islands has only one subdivision - removing from countries array\n", |
| "curaçao has only one subdivision - removing from countries array\n", |
| "falkland islands has only one subdivision - removing from countries array\n", |
| "faroe islands has only one subdivision - removing from countries array\n", |
| "gibraltar has only one subdivision - removing from countries array\n", |
| "guam has only one subdivision - removing from countries array\n", |
| "guernsey has only one subdivision - removing from countries array\n", |
| "monaco has only one subdivision - removing from countries array\n", |
| "niue has only one subdivision - removing from countries array\n", |
| "norfolk island has only one subdivision - removing from countries array\n", |
| "puerto rico has only one subdivision - removing from countries array\n", |
| "saint barthelemy has only one subdivision - removing from countries array\n", |
| "saint martin has only one subdivision - removing from countries array\n", |
| "tuvalu has only one subdivision - removing from countries array\n", |
| "vatican has only one subdivision - removing from countries array\n", |
| "british virgin islands has only one subdivision - removing from countries array\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "norfolk island has only one subdivision - removing from countries array\n", |
| "puerto rico has only one subdivision - removing from countries array\n", |
| "saint barthelemy has only one subdivision - removing from countries array\n", |
| "saint martin has only one subdivision - removing from countries array\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "tuvalu has only one subdivision - removing from countries array\n", |
| "vatican has only one subdivision - removing from countries array\n", |
| "british virgin islands has only one subdivision - removing from countries array\n", |
| "aruba has only one subdivision - removing from countries array\n", |
| "british indian ocean territory has only one subdivision - removing from countries array\n", |
| "cayman islands has only one subdivision - removing from countries array\n", |
| "curaçao has only one subdivision - removing from countries array\n", |
| "falkland islands has only one subdivision - removing from countries array\n", |
| "faroe islands has only one subdivision - removing from countries array\n", |
| "gibraltar has only one subdivision - removing from countries array\n", |
| "guam has only one subdivision - removing from countries array\n", |
| "guernsey has only one subdivision - removing from countries array\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "monaco has only one subdivision - removing from countries array\n", |
| "niue has only one subdivision - removing from countries array\n", |
| "norfolk island has only one subdivision - removing from countries array\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "puerto rico has only one subdivision - removing from countries array\n", |
| "saint barthelemy has only one subdivision - removing from countries array\n", |
| "saint martin has only one subdivision - removing from countries array\n", |
| "tuvalu has only one subdivision - removing from countries array\n", |
| "vatican has only one subdivision - removing from countries array\n", |
| "british virgin islands has only one subdivision - removing from countries array\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Filter out countries that only have one region, making them effectively useless as a choropleth\n", |
| "\n", |
| "def get_num_subdivisions(country):\n", |
| " gdf = get_gdf(country)\n", |
| " subdivisions = gdf['iso_3166_2'].unique()\n", |
| " if len(subdivisions) == 1:\n", |
| " print(country, \"has only one subdivision - removing from countries array\")\n", |
| " return len(subdivisions)\n", |
| "\n", |
| "# we add the unnecessaery countries to a list here, for clearing out unneeded geojson files later\n", |
| "countries_to_purge = [country for country in countries if get_num_subdivisions(country) <= 1]\n", |
| "\n", |
| "# now we purge those from our main \"countries\" list to continue processing\n", |
| "countries = [country for country in countries if get_num_subdivisions(country) > 1]" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 56, |
| "metadata": { |
| "id": "8U3S1PUbt1LW", |
| "outputId": "cfb8d229-ffdf-473f-d516-6aa136e41a60", |
| "scrolled": true |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "afghanistan\tSize 130.904\tSaving geojson for afghanistan...\n", |
| "aland\tSize 0.913\tSaving geojson for aland...\n", |
| "albania\tSize 5.325\tSaving geojson for albania...\n", |
| "algeria\tSize 374.167\tSaving geojson for algeria...\n", |
| "american samoa\tSize 10.187\tSaving geojson for american samoa...\n", |
| "andorra\tSize 0.079\tSaving geojson for andorra...\n", |
| "angola\tSize 169.034\tSaving geojson for angola...\n", |
| "anguilla\tSize 0.217\tSaving geojson for anguilla...\n", |
| "antarctica\tSize 10614.165\tSaving geojson for antarctica...\n", |
| "antigua and barbuda\tSize 0.542\tSaving geojson for antigua and barbuda...\n", |
| "argentina\tSize 662.347\tSaving geojson for argentina...\n", |
| "armenia\tSize 7.684\tSaving geojson for armenia...\n", |
| "australia\tSaving geojson for australia...\n", |
| "austria\tSize 20.068\tSaving geojson for austria...\n", |
| "azerbaijan\tSize 20.466\tSaving geojson for azerbaijan...\n", |
| "the bahamas\tSize 41.199\tSaving geojson for the bahamas...\n", |
| "bahrain\tSize 0.311\tSaving geojson for bahrain...\n", |
| "bangladesh\tSize 27.194\tSaving geojson for bangladesh...\n", |
| "barbados\tSize 0.067\tSaving geojson for barbados...\n", |
| "belarus\tSize 47.021\tSaving geojson for belarus...\n", |
| "belgium\tSize 7.709\tSaving geojson for belgium...\n", |
| "belize\tSize 3.795\tSaving geojson for belize...\n", |
| "benin\tSize 19.036\tSaving geojson for benin...\n", |
| "bermuda\tSize 0.034\tSaving geojson for bermuda...\n", |
| "bhutan\tSize 5.583\tSaving geojson for bhutan...\n", |
| "bolivia\tSize 161.264\tSaving geojson for bolivia...\n", |
| "bosnia and herzegovina\tSize 10.636\tSaving geojson for bosnia and herzegovina...\n", |
| "botswana\tSize 85.376\tSaving geojson for botswana...\n", |
| "brazil\tSaving geojson for brazil...\n", |
| "brunei\tSize 1.417\tSaving geojson for brunei...\n", |
| "bulgaria\tSize 18.715\tSaving geojson for bulgaria...\n", |
| "burkina faso\tSize 45.008\tSaving geojson for burkina faso...\n", |
| "burundi\tSize 3.99\tSaving geojson for burundi...\n", |
| "cape verde\tSize 6.445\tSaving geojson for cape verde...\n", |
| "cambodia\tSize 22.718\tSaving geojson for cambodia...\n", |
| "cameroon\tSize 88.015\tSaving geojson for cameroon...\n", |
| "canada\tSaving geojson for canada...\n", |
| "central african republic\tSize 114.41\tSaving geojson for central african republic...\n", |
| "chad\tSize 168.449\tSaving geojson for chad...\n", |
| "chile\tSize 1652.977\tSaving geojson for chile...\n", |
| "china\tSaving geojson for china...\n", |
| "colombia\tSize 264.526\tSaving geojson for colombia...\n", |
| "comoros\tSize 1.341\tSaving geojson for comoros...\n", |
| "democratic republic of the congo\tSize 359.156\tSaving geojson for democratic republic of the congo...\n", |
| "cook islands\tSize 110.586\tSaving geojson for cook islands...\n", |
| "costa rica\tSize 25.939\tSaving geojson for costa rica...\n", |
| "croatia\tSize 24.397\tSaving geojson for croatia...\n", |
| "cuba\tSize 37.185\tSaving geojson for cuba...\n", |
| "cyprus\tSize 1.05\tSaving geojson for cyprus...\n", |
| "czech republic\tSize 16.782\tSaving geojson for czech republic...\n", |
| "denmark\tSize 22.461\tSaving geojson for denmark...\n", |
| "djibouti\tSize 2.969\tSaving geojson for djibouti...\n", |
| "dominica\tSize 0.104\tSaving geojson for dominica...\n", |
| "dominican republic\tSize 8.806\tSaving geojson for dominican republic...\n", |
| "ecuador\tSize 112.048\tSaving geojson for ecuador...\n", |
| "egypt\tSize 117.982\tSaving geojson for egypt...\n", |
| "el salvador\tSize 3.116\tSaving geojson for el salvador...\n", |
| "equatorial guinea\tSize 30.042\tSaving geojson for equatorial guinea...\n", |
| "eritrea\tSize 37.821\tSaving geojson for eritrea...\n", |
| "estonia\tSize 13.694\tSaving geojson for estonia...\n", |
| "ethiopia\tSize 172.021\tSaving geojson for ethiopia...\n", |
| "fiji\tSize 3324.902\tSaving geojson for fiji...\n", |
| "finland\tSize 123.747\tSaving geojson for finland...\n", |
| "france\tSize 148.331\tSaving geojson for france...\n", |
| "french polynesia\tSize 385.827\tSaving geojson for french polynesia...\n", |
| "gabon\tSize 36.326\tSaving geojson for gabon...\n", |
| "gambia\tSize 2.273\tSaving geojson for gambia...\n", |
| "germany\tSize 71.47\tSaving geojson for germany...\n", |
| "ghana\tSize 28.598\tSaving geojson for ghana...\n", |
| "greece\tSize 59.737\tSaving geojson for greece...\n", |
| "greenland\tSize 1470.552\tSaving geojson for greenland...\n", |
| "grenada\tSize 0.194\tSaving geojson for grenada...\n", |
| "guatemala\tSize 16.442\tSaving geojson for guatemala...\n", |
| "haiti\tSize 5.882\tSaving geojson for haiti...\n", |
| "hungary\tSize 19.183\tSaving geojson for hungary...\n", |
| "guinea\tSize 40.678\tSaving geojson for guinea...\n", |
| "guyana\tSize 36.234\tSaving geojson for guyana...\n", |
| "honduras\tSize 27.669\tSaving geojson for honduras...\n", |
| "iceland\tSize 34.959\tSaving geojson for iceland...\n", |
| "india\tSaving geojson for india...\n", |
| "indonesia\tSaving geojson for indonesia...\n", |
| "iran\tSize 284.014\tSaving geojson for iran...\n", |
| "israel\tSize 6.423\tSaving geojson for israel...\n", |
| "italy\tSize 138.162\tSaving geojson for italy...\n", |
| "ivory coast\tSize 39.012\tSaving geojson for ivory coast...\n", |
| "japan\tSize 661.569\tSaving geojson for japan...\n", |
| "jordan\tSize 18.16\tSaving geojson for jordan...\n", |
| "kazakhstan\tSize 606.552\tSaving geojson for kazakhstan...\n", |
| "kenya\tSize 77.61\tSaving geojson for kenya...\n", |
| "korea\tSize 34.227\tSaving geojson for korea...\n", |
| "kuwait\tSize 2.973\tSaving geojson for kuwait...\n", |
| "kyrgyzstan\tSize 44.924\tSaving geojson for kyrgyzstan...\n", |
| "laos\tSize 64.932\tSaving geojson for laos...\n", |
| "latvia\tSize 17.55\tSaving geojson for latvia...\n", |
| "lebanon\tSize 2.455\tSaving geojson for lebanon...\n", |
| "lesotho\tSize 5.082\tSaving geojson for lesotho...\n", |
| "liberia\tSize 17.261\tSaving geojson for liberia...\n", |
| "libya\tSize 217.179\tSaving geojson for libya...\n", |
| "liechtenstein\tSize 0.029\tSaving geojson for liechtenstein...\n", |
| "lithuania\tSize 15.018\tSaving geojson for lithuania...\n", |
| "luxembourg\tSize 0.578\tSaving geojson for luxembourg...\n", |
| "macedonia\tSize 3.902\tSaving geojson for macedonia...\n", |
| "madagascar\tSize 99.422\tSaving geojson for madagascar...\n", |
| "malawi\tSize 25.131\tSaving geojson for malawi...\n", |
| "malaysia\tSize 127.7\tSaving geojson for malaysia...\n", |
| "maldives\tSize 8.329\tSaving geojson for maldives...\n", |
| "mali\tSize 245.104\tSaving geojson for mali...\n", |
| "malta\tSize 0.105\tSaving geojson for malta...\n", |
| "marshall islands\tSize 67.723\tSaving geojson for marshall islands...\n", |
| "mauritania\tSize 153.87\tSaving geojson for mauritania...\n", |
| "mauritius\tSize 71.045\tSaving geojson for mauritius...\n", |
| "mexico\tSize 575.302\tSaving geojson for mexico...\n", |
| "moldova\tSize 10.626\tSaving geojson for moldova...\n", |
| "montserrat\tSize 0.013\tSaving geojson for montserrat...\n", |
| "mongolia\tSize 339.196\tSaving geojson for mongolia...\n", |
| "montenegro\tSize 3.258\tSaving geojson for montenegro...\n", |
| "morocco\tSize 231.84\tSaving geojson for morocco...\n", |
| "mozambique\tSize 174.307\tSaving geojson for mozambique...\n", |
| "myanmar\tSize 168.709\tSaving geojson for myanmar...\n", |
| "namibia\tSize 162.618\tSaving geojson for namibia...\n", |
| "nauru\tSize 0.003\tSaving geojson for nauru...\n", |
| "nepal\tSize 33.15\tSaving geojson for nepal...\n", |
| "netherlands\tSize 10.818\tSaving geojson for netherlands...\n", |
| "new caledonia\tSize 13.798\tSaving geojson for new caledonia...\n", |
| "new zealand\tSize 15719.653\tSaving geojson for new zealand...\n", |
| "nicaragua\tSize 21.415\tSaving geojson for nicaragua...\n", |
| "niger\tSize 186.986\tSaving geojson for niger...\n", |
| "nigeria\tSize 115.287\tSaving geojson for nigeria...\n", |
| "northern mariana islands\tSize 6.231\tSaving geojson for northern mariana islands...\n", |
| "norway\tSize 530.052\tSaving geojson for norway...\n", |
| "oman\tSize 76.643\tSaving geojson for oman...\n", |
| "pakistan\tSize 216.493\tSaving geojson for pakistan...\n", |
| "palau\tSize 18.512\tSaving geojson for palau...\n", |
| "panama\tSize 14.275\tSaving geojson for panama...\n", |
| "papua new guinea\tSize 155.567\tSaving geojson for papua new guinea...\n", |
| "paraguay\tSize 69.763\tSaving geojson for paraguay...\n", |
| "peru\tSize 231.665\tSaving geojson for peru...\n", |
| "philippines\tSize 159.114\tSaving geojson for philippines...\n", |
| "poland\tSize 58.556\tSaving geojson for poland...\n", |
| "portugal\tSize 105.727\tSaving geojson for portugal...\n", |
| "qatar\tSize 1.385\tSaving geojson for qatar...\n", |
| "republic of serbia\tSize 16.306\tSaving geojson for republic of serbia...\n", |
| "romania\tSize 43.735\tSaving geojson for romania...\n", |
| "russia\tSaving geojson for russia...\n", |
| "rwanda\tSize 3.59\tSaving geojson for rwanda...\n", |
| "saint lucia\tSize 0.078\tSaving geojson for saint lucia...\n", |
| "saint pierre and miquelon\tSize 0.098\tSaving geojson for saint pierre and miquelon...\n", |
| "saint vincent and the grenadines\tSize 0.267\tSaving geojson for saint vincent and the grenadines...\n", |
| "samoa\tSize 0.793\tSaving geojson for samoa...\n", |
| "san marino\tSize 0.01\tSaving geojson for san marino...\n", |
| "sao tome and principe\tSize 1.677\tSaving geojson for sao tome and principe...\n", |
| "saudi arabia\tSize 331.779\tSaving geojson for saudi arabia...\n", |
| "senegal\tSize 27.009\tSaving geojson for senegal...\n", |
| "seychelles\tSize 60.122\tSaving geojson for seychelles...\n", |
| "sierra leone\tSize 9.288\tSaving geojson for sierra leone...\n", |
| "singapore\tSize 0.067\tSaving geojson for singapore...\n", |
| "slovakia\tSize 10.546\tSaving geojson for slovakia...\n", |
| "slovenia\tSize 4.537\tSaving geojson for slovenia...\n", |
| "solomon islands\tSize 75.789\tSaving geojson for solomon islands...\n", |
| "somalia\tSize 143.035\tSaving geojson for somalia...\n", |
| "south africa\tSaving geojson for south africa...\n", |
| "spain\tSize 178.488\tSaving geojson for spain...\n", |
| "sri lanka\tSize 8.728\tSaving geojson for sri lanka...\n", |
| "sudan\tSize 227.486\tSaving geojson for sudan...\n", |
| "suriname\tSize 17.052\tSaving geojson for suriname...\n", |
| "sweden\tSize 178.774\tSaving geojson for sweden...\n", |
| "switzerland\tSize 8.935\tSaving geojson for switzerland...\n", |
| "syria\tSize 33.348\tSaving geojson for syria...\n", |
| "taiwan\tSize 12.604\tSaving geojson for taiwan...\n", |
| "tajikistan\tSize 34.112\tSaving geojson for tajikistan...\n", |
| "tanzania\tSize 119.579\tSaving geojson for tanzania...\n", |
| "thailand\tSize 122.959\tSaving geojson for thailand...\n", |
| "timorleste\tSize 4.486\tSaving geojson for timorleste...\n", |
| "togo\tSize 9.81\tSaving geojson for togo...\n", |
| "tonga\tSize 16.976\tSaving geojson for tonga...\n", |
| "trinidad and tobago\tSize 1.841\tSaving geojson for trinidad and tobago...\n", |
| "tunisia\tSize 29.065\tSaving geojson for tunisia...\n", |
| "turkey\tSize 120.204\tSaving geojson for turkey...\n", |
| "turkmenistan\tSize 108.7\tSaving geojson for turkmenistan...\n", |
| "turks and caicos islands\tSize 0.905\tSaving geojson for turks and caicos islands...\n", |
| "uganda\tSize 31.083\tSaving geojson for uganda...\n", |
| "uk\tSaving geojson for uk...\n", |
| "ukraine\tSize 143.877\tSaving geojson for ukraine...\n", |
| "united arab emirates\tSize 16.628\tSaving geojson for united arab emirates...\n", |
| "united states minor outlying islands\tSize 9841.005\tSaving geojson for united states minor outlying islands...\n", |
| "uruguay\tSize 25.985\tSaving geojson for uruguay...\n", |
| "usa\tSaving geojson for usa...\n", |
| "uzbekistan\tSize 143.798\tSaving geojson for uzbekistan...\n", |
| "vanuatu\tSize 24.285\tSaving geojson for vanuatu...\n", |
| "venezuela\tSize 204.361\tSaving geojson for venezuela...\n", |
| "vietnam\tSize 108.841\tSaving geojson for vietnam...\n", |
| "united states virgin islands\tSize 0.339\tSaving geojson for united states virgin islands...\n", |
| "wallis and futuna\tSize 2.41\tSaving geojson for wallis and futuna...\n", |
| "yemen\tSize 82.573\tSaving geojson for yemen...\n", |
| "zambia\tSize 115.483\tSaving geojson for zambia...\n", |
| "zimbabwe\tSize 53.062\tSaving geojson for zimbabwe...\n", |
| "finland\tSize 123.747\tSaving geojson for finland...\n", |
| "china\tSaving geojson for china...\n", |
| "usa\tSaving geojson for usa...\n", |
| "france\tSize 148.331\tSaving geojson for france...\n", |
| "france_regions\tSize 148.331\tSaving geojson for france_regions...\n", |
| "france_overseas\tSize 241.602\tSaving geojson for france_overseas...\n", |
| "turkey_regions\tSize 120.204\tSaving geojson for turkey_regions...\n", |
| "italy_regions\tSize 138.162\tSaving geojson for italy_regions...\n", |
| "philippines_regions\tSize 159.114\tSaving geojson for philippines_regions...\n", |
| "latvia\tSize 17.55\tSaving geojson for latvia...\n", |
| "netherlands\tSize 10.818\tSaving geojson for netherlands...\n", |
| "norway\tSize 530.052\tSaving geojson for norway...\n", |
| "uk\tSaving geojson for uk...\n", |
| "russia\tSaving geojson for russia...\n", |
| "spain\tSize 178.488\tSaving geojson for spain...\n", |
| "portugal\tSize 105.727\tSaving geojson for portugal...\n", |
| "ukraine\tSize 143.877\tSaving geojson for ukraine...\n", |
| "india\tSaving geojson for india...\n", |
| "vietnam\tSize 108.841\tSaving geojson for vietnam...\n", |
| "Done. \n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "american samoa\tSize 10.187\tSaving geojson for american samoa...\n", |
| "andorra\tSize 0.079\tSaving geojson for andorra...\n", |
| "angola\tSize 169.034\tSaving geojson for angola...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "anguilla\tSize 0.217\tSaving geojson for anguilla...\n", |
| "antarctica\tSize 10614.165\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Saving geojson for antarctica...\n", |
| "antigua and barbuda\tSize 0.542\tSaving geojson for antigua and barbuda...\n", |
| "argentina\tSize 662.347\tSaving geojson for argentina...\n", |
| "armenia\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 7.684\tSaving geojson for armenia...\n", |
| "australia\tSaving geojson for australia...\n", |
| "austria\tSize 20.068\tSaving geojson for austria...\n", |
| "azerbaijan\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 20.466\tSaving geojson for azerbaijan...\n", |
| "the bahamas\tSize 41.199\tSaving geojson for the bahamas...\n", |
| "bahrain\tSize 0.311\tSaving geojson for bahrain...\n", |
| "bangladesh\tSize 27.194\tSaving geojson for bangladesh...\n", |
| "barbados\tSize 0.067\tSaving geojson for barbados...\n", |
| "belarus\tSize 47.021\tSaving geojson for belarus...\n", |
| "belgium\tSize 7.709\tSaving geojson for belgium...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "belize\tSize 3.795\tSaving geojson for belize...\n", |
| "benin\tSize 19.036\tSaving geojson for benin...\n", |
| "bermuda\tSize 0.034\tSaving geojson for bermuda...\n", |
| "bhutan\tSize 5.583\tSaving geojson for bhutan...\n", |
| "bolivia\tSize 161.264\tSaving geojson for bolivia...\n", |
| "bosnia and herzegovina\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 10.636\tSaving geojson for bosnia and herzegovina...\n", |
| "botswana\tSize 85.376\tSaving geojson for botswana...\n", |
| "brazil\tSaving geojson for brazil...\n", |
| "brunei\tSize 1.417\tSaving geojson for brunei...\n", |
| "bulgaria\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 18.715\tSaving geojson for bulgaria...\n", |
| "burkina faso\tSize 45.008\tSaving geojson for burkina faso...\n", |
| "burundi\tSize 3.99\tSaving geojson for burundi...\n", |
| "cape verde\tSize 6.445\tSaving geojson for cape verde...\n", |
| "cambodia\tSize 22.718\tSaving geojson for cambodia...\n", |
| "cameroon\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 88.015\tSaving geojson for cameroon...\n", |
| "canada\tSaving geojson for canada...\n", |
| "central african republic\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 114.41\tSaving geojson for central african republic...\n", |
| "chad\tSize 168.449\tSaving geojson for chad...\n", |
| "chile\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 1652.977\tSaving geojson for chile...\n", |
| "china\tSaving geojson for china...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "colombia\tSize 264.526\tSaving geojson for colombia...\n", |
| "comoros\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 1.341\tSaving geojson for comoros...\n", |
| "democratic republic of the congo\tSize 359.156\tSaving geojson for democratic republic of the congo...\n", |
| "cook islands\tSize 110.586\tSaving geojson for cook islands...\n", |
| "costa rica\tSize 25.939\tSaving geojson for costa rica...\n", |
| "croatia\tSize 24.397\tSaving geojson for croatia...\n", |
| "cuba\tSize 37.185\tSaving geojson for cuba...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "cyprus\tSize 1.05\tSaving geojson for cyprus...\n", |
| "czech republic\tSize 16.782\tSaving geojson for czech republic...\n", |
| "denmark\tSize 22.461\tSaving geojson for denmark...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "djibouti\tSize 2.969\tSaving geojson for djibouti...\n", |
| "dominica\tSize 0.104\tSaving geojson for dominica...\n", |
| "dominican republic\tSize 8.806\tSaving geojson for dominican republic...\n", |
| "ecuador\tSize 112.048\tSaving geojson for ecuador...\n", |
| "egypt\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 117.982\tSaving geojson for egypt...\n", |
| "el salvador\tSize 3.116\tSaving geojson for el salvador...\n", |
| "equatorial guinea\tSize 30.042\tSaving geojson for equatorial guinea...\n", |
| "eritrea\tSize 37.821\tSaving geojson for eritrea...\n", |
| "estonia\tSize 13.694\tSaving geojson for estonia...\n", |
| "ethiopia\tSize 172.021\tSaving geojson for ethiopia...\n", |
| "fiji\tSize 3324.902\tSaving geojson for fiji...\n", |
| "finland\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 123.747\tSaving geojson for finland...\n", |
| "france\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 148.331\tSaving geojson for france...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "french polynesia\tSize 385.827\tSaving geojson for french polynesia...\n", |
| "gabon\tSize 36.326\tSaving geojson for gabon...\n", |
| "gambia\tSize 2.273\tSaving geojson for gambia...\n", |
| "germany\tSize 71.47\tSaving geojson for germany...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "ghana\tSize 28.598\tSaving geojson for ghana...\n", |
| "greece\tSize 59.737\tSaving geojson for greece...\n", |
| "greenland\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 1470.552\tSaving geojson for greenland...\n", |
| "grenada\tSize 0.194\tSaving geojson for grenada...\n", |
| "guatemala\tSize 16.442\tSaving geojson for guatemala...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "haiti\tSize 5.882\tSaving geojson for haiti...\n", |
| "hungary\tSize 19.183\tSaving geojson for hungary...\n", |
| "guinea\tSize 40.678\tSaving geojson for guinea...\n", |
| "guyana\tSize 36.234\tSaving geojson for guyana...\n", |
| "honduras\tSize 27.669\tSaving geojson for honduras...\n", |
| "iceland\tSize 34.959\tSaving geojson for iceland...\n", |
| "india\tSaving geojson for india...\n", |
| "indonesia\tSaving geojson for indonesia...\n", |
| "iran\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 284.014\tSaving geojson for iran...\n", |
| "israel\tSize 6.423\tSaving geojson for israel...\n", |
| "italy\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 138.162\tSaving geojson for italy...\n", |
| "ivory coast\tSize 39.012\tSaving geojson for ivory coast...\n", |
| "japan\tSize 661.569\tSaving geojson for japan...\n", |
| "jordan\tSize 18.16\tSaving geojson for jordan...\n", |
| "kazakhstan\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 606.552\tSaving geojson for kazakhstan...\n", |
| "kenya\tSize 77.61\tSaving geojson for kenya...\n", |
| "korea\tSize 34.227\tSaving geojson for korea...\n", |
| "kuwait\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 2.973\tSaving geojson for kuwait...\n", |
| "kyrgyzstan\tSize 44.924\tSaving geojson for kyrgyzstan...\n", |
| "laos\tSize 64.932\tSaving geojson for laos...\n", |
| "latvia\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 17.55\tSaving geojson for latvia...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "lebanon\tSize 2.455\tSaving geojson for lebanon...\n", |
| "lesotho\tSize 5.082\tSaving geojson for lesotho...\n", |
| "liberia\tSize 17.261\tSaving geojson for liberia...\n", |
| "libya\tSize 217.179\tSaving geojson for libya...\n", |
| "liechtenstein\tSize 0.029\tSaving geojson for liechtenstein...\n", |
| "lithuania\tSize 15.018\tSaving geojson for lithuania...\n", |
| "luxembourg\tSize 0.578\tSaving geojson for luxembourg...\n", |
| "macedonia\tSize 3.902\tSaving geojson for macedonia...\n", |
| "madagascar\tSize 99.422\tSaving geojson for madagascar...\n", |
| "malawi\tSize 25.131\tSaving geojson for malawi...\n", |
| "malaysia\tSize 127.7\tSaving geojson for malaysia...\n", |
| "maldives\tSize 8.329\tSaving geojson for maldives...\n", |
| "mali\tSize 245.104\tSaving geojson for mali...\n", |
| "malta\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 0.105\tSaving geojson for malta...\n", |
| "marshall islands\tSize 67.723\tSaving geojson for marshall islands...\n", |
| "mauritania\tSize 153.87\tSaving geojson for mauritania...\n", |
| "mauritius\tSize 71.045\tSaving geojson for mauritius...\n", |
| "mexico\tSize 575.302\tSaving geojson for mexico...\n", |
| "moldova\tSize 10.626\tSaving geojson for moldova...\n", |
| "montserrat\tSize 0.013\tSaving geojson for montserrat...\n", |
| "mongolia\tSize 339.196\tSaving geojson for mongolia...\n", |
| "montenegro\tSize 3.258\tSaving geojson for montenegro...\n", |
| "morocco\tSize 231.84\tSaving geojson for morocco...\n", |
| "mozambique\tSize 174.307\tSaving geojson for mozambique...\n", |
| "myanmar\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 168.709\tSaving geojson for myanmar...\n", |
| "namibia\tSize 162.618\tSaving geojson for namibia...\n", |
| "nauru\tSize 0.003\tSaving geojson for nauru...\n", |
| "nepal\tSize 33.15\tSaving geojson for nepal...\n", |
| "netherlands\tSize 10.818\tSaving geojson for netherlands...\n", |
| "new caledonia\tSize 13.798\tSaving geojson for new caledonia...\n", |
| "new zealand\tSize 15719.653\tSaving geojson for new zealand...\n", |
| "nicaragua\tSize 21.415\tSaving geojson for nicaragua...\n", |
| "niger\tSize 186.986\tSaving geojson for niger...\n", |
| "nigeria\tSize 115.287\tSaving geojson for nigeria...\n", |
| "northern mariana islands\tSize 6.231\tSaving geojson for northern mariana islands...\n", |
| "norway\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 530.052\tSaving geojson for norway...\n", |
| "oman\tSize 76.643\tSaving geojson for oman...\n", |
| "pakistan\tSize 216.493\tSaving geojson for pakistan...\n", |
| "palau\tSize 18.512\tSaving geojson for palau...\n", |
| "panama\tSize 14.275\tSaving geojson for panama...\n", |
| "papua new guinea\tSize 155.567\tSaving geojson for papua new guinea...\n", |
| "paraguay\tSize 69.763\tSaving geojson for paraguay...\n", |
| "peru\tSize 231.665\tSaving geojson for peru...\n", |
| "philippines\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 159.114\tSaving geojson for philippines...\n", |
| "poland\tSize 58.556\tSaving geojson for poland...\n", |
| "portugal\tSize 105.727\tSaving geojson for portugal...\n", |
| "qatar\tSize 1.385\tSaving geojson for qatar...\n", |
| "republic of serbia\tSize 16.306\tSaving geojson for republic of serbia...\n", |
| "romania\tSize 43.735\tSaving geojson for romania...\n", |
| "russia\tSaving geojson for russia...\n", |
| "rwanda\tSize 3.59\tSaving geojson for rwanda...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "saint lucia\tSize 0.078\tSaving geojson for saint lucia...\n", |
| "saint pierre and miquelon\tSize 0.098\tSaving geojson for saint pierre and miquelon...\n", |
| "saint vincent and the grenadines\tSize 0.267\tSaving geojson for saint vincent and the grenadines...\n", |
| "samoa\tSize 0.793\tSaving geojson for samoa...\n", |
| "san marino\tSize 0.01\tSaving geojson for san marino...\n", |
| "sao tome and principe\tSize 1.677\tSaving geojson for sao tome and principe...\n", |
| "saudi arabia\tSize 331.779\tSaving geojson for saudi arabia...\n", |
| "senegal\tSize 27.009\tSaving geojson for senegal...\n", |
| "seychelles\tSize 60.122\tSaving geojson for seychelles...\n", |
| "sierra leone\tSize 9.288\tSaving geojson for sierra leone...\n", |
| "singapore\tSize 0.067\tSaving geojson for singapore...\n", |
| "slovakia\tSize 10.546\tSaving geojson for slovakia...\n", |
| "slovenia\tSize 4.537\tSaving geojson for slovenia...\n", |
| "solomon islands\tSize 75.789\tSaving geojson for solomon islands...\n", |
| "somalia\tSize 143.035\tSaving geojson for somalia...\n", |
| "south africa\tSaving geojson for south africa...\n", |
| "spain\tSize 178.488\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Saving geojson for spain...\n", |
| "sri lanka\tSize 8.728\tSaving geojson for sri lanka...\n", |
| "sudan\tSize 227.486\tSaving geojson for sudan...\n", |
| "suriname\tSize 17.052\tSaving geojson for suriname...\n", |
| "sweden\tSize 178.774\tSaving geojson for sweden...\n", |
| "switzerland\tSize 8.935\tSaving geojson for switzerland...\n", |
| "syria\tSize 33.348\tSaving geojson for syria...\n", |
| "taiwan\tSize 12.604\tSaving geojson for taiwan...\n", |
| "tajikistan\tSize 34.112\tSaving geojson for tajikistan...\n", |
| "tanzania\tSize 119.579\tSaving geojson for tanzania...\n", |
| "thailand\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 122.959\tSaving geojson for thailand...\n", |
| "timorleste\tSize 4.486\tSaving geojson for timorleste...\n", |
| "togo\tSize 9.81\tSaving geojson for togo...\n", |
| "tonga\tSize 16.976\tSaving geojson for tonga...\n", |
| "trinidad and tobago\tSize 1.841\tSaving geojson for trinidad and tobago...\n", |
| "tunisia\tSize 29.065\tSaving geojson for tunisia...\n", |
| "turkey\tSize 120.204\tSaving geojson for turkey...\n", |
| "turkmenistan\tSize 108.7\tSaving geojson for turkmenistan...\n", |
| "turks and caicos islands\tSize 0.905\tSaving geojson for turks and caicos islands...\n", |
| "uganda\tSize 31.083\tSaving geojson for uganda...\n", |
| "uk\tSaving geojson for uk...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "ukraine\tSize 143.877\tSaving geojson for ukraine...\n", |
| "united arab emirates\tSize 16.628\tSaving geojson for united arab emirates...\n", |
| "united states minor outlying islands\tSize 9841.005\tSaving geojson for united states minor outlying islands...\n", |
| "uruguay\tSize 25.985\tSaving geojson for uruguay...\n", |
| "usa\tSaving geojson for usa...\n", |
| "uzbekistan\tSize 143.798\tSaving geojson for uzbekistan...\n", |
| "vanuatu\tSize 24.285\tSaving geojson for vanuatu...\n", |
| "venezuela\tSize 204.361\tSaving geojson for venezuela...\n", |
| "vietnam\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 108.841\tSaving geojson for vietnam...\n", |
| "united states virgin islands\tSize 0.339\tSaving geojson for united states virgin islands...\n", |
| "wallis and futuna\tSize 2.41\tSaving geojson for wallis and futuna...\n", |
| "yemen\tSize 82.573\tSaving geojson for yemen...\n", |
| "zambia\tSize 115.483\tSaving geojson for zambia...\n", |
| "zimbabwe\tSize 53.062\tSaving geojson for zimbabwe...\n", |
| "finland\tSize 123.747\tSaving geojson for finland...\n", |
| "china\tSaving geojson for china...\n", |
| "usa\tSaving geojson for usa...\n", |
| "france\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 148.331\tSaving geojson for france...\n", |
| "france_regions\tSize 148.331\tSaving geojson for france_regions...\n", |
| "france_overseas\tSize 241.602\tSaving geojson for france_overseas...\n", |
| "turkey_regions\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 120.204\tSaving geojson for turkey_regions...\n", |
| "italy_regions\tSize 138.162\tSaving geojson for italy_regions...\n", |
| "philippines_regions\tSize 159.114\tSaving geojson for philippines_regions...\n", |
| "latvia\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 17.55\tSaving geojson for latvia...\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "netherlands\tSize 10.818\tSaving geojson for netherlands...\n", |
| "norway\tSize 530.052\tSaving geojson for norway...\n", |
| "uk\tSaving geojson for uk...\n", |
| "russia\tSaving geojson for russia...\n", |
| "spain\t" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Size 178.488\tSaving geojson for spain...\n", |
| "portugal\tSize 105.727\tSaving geojson for portugal...\n", |
| "ukraine\tSize 143.877\tSaving geojson for ukraine...\n", |
| "india\tSaving geojson for india...\n", |
| "vietnam\tSize 108.841\tSaving geojson for vietnam...\n", |
| "Done. \n" |
| ] |
| } |
| ], |
| "source": [ |
| "simplify_factors = {\n", |
| " \"uk\": 0.005,\n", |
| "}\n", |
| "useful_columns = [\"ISO\", \"NAME_1\", \"geometry\"]\n", |
| "\n", |
| "def get_simplify_factor_by_size(gdf):\n", |
| " xmin, ymin, xmax, ymax = shapely.ops.unary_union(gdf[\"geometry\"]).bounds\n", |
| " size = (xmax - xmin) * (ymax - ymin)\n", |
| " print(\"Size\", round(size, 3), end=\"\\t\")\n", |
| " if size > 1000: return 0.03\n", |
| " if size > 300: return 0.02\n", |
| " if size > 100: return 0.01\n", |
| " return 0\n", |
| "\n", |
| "def simplify_if_needed(country, gdf):\n", |
| " \"\"\"Simplify the maps based on country size\"\"\"\n", |
| " country_alias = country_name_aliases.get(country, country)\n", |
| " if country_alias in df_50m[\"admin\"].str.lower().unique():\n", |
| " return\n", |
| "\n", |
| " factor = simplify_factors.get(country) or get_simplify_factor_by_size(gdf)\n", |
| "\n", |
| " if factor:\n", |
| " gdf[\"geometry\"] = gdf.simplify(factor)\n", |
| "\n", |
| "def save_geojson(country):\n", |
| " gdf = get_gdf(country)\n", |
| " print(country, end=\"\\t\")\n", |
| "\n", |
| " # For backward compatibility\n", |
| " gdf[\"ISO\"] = gdf[\"iso_3166_2\"]\n", |
| " gdf[\"NAME_1\"] = gdf[\"name\"]\n", |
| "\n", |
| " simplify_if_needed(country, gdf)\n", |
| "\n", |
| " print(f'Saving geojson for {country}...')\n", |
| " filename_country = country.replace(' ', '_')\n", |
| " gdf[useful_columns].to_file(f\"../src/countries/{filename_country}.geojson\", driver=\"GeoJSON\")\n", |
| "\n", |
| "for country in countries_to_purge:\n", |
| " filename_country = country.replace(' ', '_')\n", |
| " filepath = f\"../src/countries/{filename_country}.geojson\"\n", |
| " if os.path.exists(filepath):\n", |
| " os.remove(filepath)\n", |
| " print(f\"Purged {filepath} since it has only one region\")\n", |
| "\n", |
| "for country in countries:\n", |
| " save_geojson(country)\n", |
| "\n", |
| "# this overwrites some of the above... could be optimized\n", |
| "for country in alt_maps:\n", |
| " save_geojson(country)\n", |
| "\n", |
| "print(\"Done. \")" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": null, |
| "metadata": { |
| "id": "tM1F5d0Vt1LW", |
| "outputId": "75abad9b-9442-4279-d66d-a0cd5fb97198" |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Debug Info: figsize=(30, 165), ncols=6, nrows=33, num_countries=196\n" |
| ] |
| } |
| ], |
| "source": [ |
| "not speed_run and plot_all_countries(countries)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": null, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "not speed_run and plot_all_countries(alt_maps)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "id": "Fb58eGlIt1LW" |
| }, |
| "source": [ |
| "## Output Typescript for Control Panel & JSON for Docs Site" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": null, |
| "metadata": {}, |
| "outputs": [], |
| "source": [ |
| "\n", |
| "\n", |
| "# Function to convert country name to a valid JavaScript identifier\n", |
| "def to_js_identifier(name):\n", |
| " return name.replace(' ', '_').replace('-', '_')\n", |
| "\n", |
| "# License boilerplate\n", |
| "license_boilerplate = \"\"\"/*\n", |
| " * Licensed to the Apache Software Foundation (ASF) under one\n", |
| " * or more contributor license agreements. See the NOTICE file\n", |
| " * distributed with this work for additional information\n", |
| " * regarding copyright ownership. The ASF licenses this file\n", |
| " * to you under the Apache License, Version 2.0 (the\n", |
| " * \"License\"); you may not use this file except in compliance\n", |
| " * with the License. You may obtain a copy of the License at\n", |
| " *\n", |
| " * http://www.apache.org/licenses/LICENSE-2.0\n", |
| " *\n", |
| " * Unless required by applicable law or agreed to in writing,\n", |
| " * software distributed under the License is distributed on an\n", |
| " * \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n", |
| " * KIND, either express or implied. See the License for the\n", |
| " * specific language governing permissions and limitations\n", |
| " * under the License.\n", |
| " */\n", |
| "\"\"\"\n", |
| "\n", |
| "countries_combined = list(set([*countries, *alt_maps.keys()]))\n", |
| "countries_combined = sorted(countries_combined)\n", |
| "\n", |
| "# Generate TypeScript import statements\n", |
| "imports = \"\\n\".join([f\"import {to_js_identifier(country)} from './countries/{to_js_identifier(country)}.geojson';\" for country in countries_combined])\n", |
| "\n", |
| "# Generate the export object\n", |
| "exports = \"export const countries = {\\n \" + \",\\n \".join([to_js_identifier(country) for country in countries_combined]) + \",\\n};\"\n", |
| "\n", |
| "# Additional exports\n", |
| "additional_exports = \"\"\"\n", |
| "export const countryOptions = Object.keys(countries).map(x => {\n", |
| " if (x === 'uk' || x === 'usa') {\n", |
| " return [x, x.toUpperCase()];\n", |
| " }\n", |
| " if (x === 'italy_regions') {\n", |
| " return [x, 'Italy (regions)'];\n", |
| " }\n", |
| " if (x === 'france_regions') {\n", |
| " return [x, 'France (regions)'];\n", |
| " }\n", |
| " if (x === 'france_overseas') {\n", |
| " return [x, 'France (with overseas)'];\n", |
| " }\n", |
| " if (x === 'turkey_regions') {\n", |
| " return [x, 'Turkey (regions)'];\n", |
| " }\n", |
| " return [\n", |
| " x,\n", |
| " x\n", |
| " .split('_')\n", |
| " .map(e => e[0].toUpperCase() + e.slice(1))\n", |
| " .join(' '),\n", |
| " ];\n", |
| "});\n", |
| "\n", |
| "export default countries;\n", |
| "\"\"\"\n", |
| "\n", |
| "# Combine license, imports, exports, and additional exports\n", |
| "typescript_code = f\"{license_boilerplate}\\n{imports}\\n\\n{exports}\\n{additional_exports}\"\n", |
| "\n", |
| "# Write to a file\n", |
| "with open(\"../src/countries.ts\", \"w\") as file:\n", |
| " file.write(typescript_code)\n", |
| "\n", |
| "print(\"TypeScript code written to src/countries.ts\")\n", |
| "\n", |
| "# DOCS JSON:\n", |
| "# Replace underscores with spaces and title-case each country name\n", |
| "formatted_countries = [country.replace(\"_\", \" \") for country in countries_combined]\n", |
| "formatted_countries = [country.upper() if country in {\"usa\", \"uk\"} else country.title() for country in formatted_countries]\n", |
| "formatted_countries = [country.replace(\" Regions\",\" (regions)\") for country in formatted_countries]\n", |
| "formatted_countries = [country.replace(\" Overseas\",\" (with overseas)\") for country in formatted_countries]\n", |
| "\n", |
| "\n", |
| "# Create a dictionary in the desired format\n", |
| "data = {\"countries\": formatted_countries}\n", |
| "# Convert the dictionary to a JSON string with proper formatting\n", |
| "json_data = json.dumps(data, indent=2) + \"\\n\"\n", |
| "\n", |
| "# Write to a file\n", |
| "with open(\"../../../../docs/data/countries.json\", \"w\") as file:\n", |
| " file.write(json_data)\n", |
| "\n", |
| "print(\"JSON written to docs/data/countries.json\")" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": null, |
| "metadata": {}, |
| "outputs": [], |
| "source": [] |
| } |
| ], |
| "metadata": { |
| "colab": { |
| "provenance": [] |
| }, |
| "kernelspec": { |
| "display_name": "Python 3 (ipykernel)", |
| "language": "python", |
| "name": "python3" |
| }, |
| "language_info": { |
| "codemirror_mode": { |
| "name": "ipython", |
| "version": 3 |
| }, |
| "file_extension": ".py", |
| "mimetype": "text/x-python", |
| "name": "python", |
| "nbconvert_exporter": "python", |
| "pygments_lexer": "ipython3", |
| "version": "3.10.14" |
| }, |
| "vscode": { |
| "interpreter": { |
| "hash": "bd385fe162c5ca0c84973b7dd5c518456272446b2b64e67c2a69f949ca7a1754" |
| } |
| } |
| }, |
| "nbformat": 4, |
| "nbformat_minor": 4 |
| } |