Created
June 16, 2025 18:45
-
-
Save jjsantos01/810f03cbca36e5f1890e58525c26c0fa to your computer and use it in GitHub Desktop.
The script builds two visualizations of South Korea’s 2025 presidential vote. 1. It draws a country-wide map where each dot—colored blue, red, orange, or gray—represents a fixed number of votes for a specific candidate. 2. It creates a 6 × 3 grid of regional maps: every panel shows the region’s dots, a tiny locator map highlighting its position …
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Region | electoral_quote | total_votes | Lee Jae-myung | Kim Moon-soo | Lee Jun-seok | did_not_vote | others | |
|---|---|---|---|---|---|---|---|---|
| Total | 44391871.0 | 35236497.0 | 17287513.0 | 14395639.0 | 2917523.0 | 9155374.0 | 635822.0 | |
| Seoul | 8293885.0 | 6641606.0 | 3105459.0 | 2738405.0 | 655346.0 | 1652279.0 | 142396.0 | |
| Busan | 2865552.0 | 2245755.0 | 895213.0 | 1146238.0 | 168473.0 | 619797.0 | 35831.0 | |
| Daegu | 2049078.0 | 1643051.0 | 379130.0 | 1103913.0 | 135376.0 | 406027.0 | 24632.0 | |
| Incheon | 2619348.0 | 2035355.0 | 1044295.0 | 776952.0 | 176739.0 | 583993.0 | 37369.0 | |
| Gwangju | 1194471.0 | 1002149.0 | 844682.0 | 79937.0 | 62104.0 | 192322.0 | 15426.0 | |
| Daejeon | 1241882.0 | 977609.0 | 470321.0 | 393549.0 | 94724.0 | 264273.0 | 19015.0 | |
| Ulsan | 934509.0 | 747950.0 | 315820.0 | 353180.0 | 63177.0 | 186559.0 | 15773.0 | |
| Sejong | 307067.0 | 254695.0 | 140620.0 | 83965.0 | 25004.0 | 52372.0 | 5106.0 | |
| Gyeonggi | 11715343.0 | 9297448.0 | 4821148.0 | 3504620.0 | 816435.0 | 2417895.0 | 155245.0 | |
| Gangwon | 1327019.0 | 1029407.0 | 449161.0 | 483360.0 | 78704.0 | 297612.0 | 18182.0 | |
| North Chungcheong | 1379142.0 | 1065558.0 | 501990.0 | 457065.0 | 86984.0 | 313584.0 | 19519.0 | |
| South Chungcheong | 1839339.0 | 1397521.0 | 661316.0 | 600108.0 | 111092.0 | 441818.0 | 25005.0 | |
| North Jeolla | 1510908.0 | 1246099.0 | 1023272.0 | 134996.0 | 67961.0 | 264809.0 | 19870.0 | |
| South Jeolla | 1559431.0 | 1303365.0 | 1111941.0 | 110624.0 | 60822.0 | 256066.0 | 19978.0 | |
| North Gyeongsang | 2213614.0 | 1747364.0 | 442683.0 | 1159594.0 | 116094.0 | 466250.0 | 28993.0 | |
| South Gyeongsang | 2776028.0 | 2179989.0 | 851733.0 | 1123843.0 | 161579.0 | 596039.0 | 42834.0 | |
| Jeju | 565255.0 | 421576.0 | 228729.0 | 145290.0 | 36909.0 | 143679.0 | 10648.0 |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "68d28506-c20c-419e-b859-de7d4c62a8fc", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import pandas as pd\n", | |
| "import numpy as np\n", | |
| "import geopandas as gpd\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "from shapely.geometry import MultiPolygon, Polygon\n", | |
| "from matplotlib_map_utils.core.scale_bar import ScaleBar, scale_bar\n", | |
| "\n", | |
| "def keep_largest_polygon(gdf: gpd.GeoDataFrame) -> gpd.GeoDataFrame:\n", | |
| " \"\"\"\n", | |
| " Replace each MultiPolygon in the GeoDataFrame with its largest constituent Polygon.\n", | |
| " \n", | |
| " Parameters\n", | |
| " ----------\n", | |
| " gdf : geopandas.GeoDataFrame\n", | |
| " A GeoDataFrame whose 'geometry' column may contain Polygon or MultiPolygon objects.\n", | |
| " \n", | |
| " Returns\n", | |
| " -------\n", | |
| " geopandas.GeoDataFrame\n", | |
| " A copy of the input GeoDataFrame where every MultiPolygon has been\n", | |
| " replaced by the single largest Polygon (by area).\n", | |
| " \"\"\"\n", | |
| " gdf = gdf.copy()\n", | |
| " \n", | |
| " def _select_largest(geom):\n", | |
| " if isinstance(geom, MultiPolygon):\n", | |
| " # pick the Polygon with the maximum area\n", | |
| " largest = max(geom.geoms, key=lambda p: p.area)\n", | |
| " return Polygon(largest)\n", | |
| " else:\n", | |
| " return geom\n", | |
| "\n", | |
| " gdf['geometry'] = gdf['geometry'].apply(_select_largest)\n", | |
| " return gdf\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "8f369e28-e0fc-4cd2-a8df-33b8dc2745f4", | |
| "metadata": {}, | |
| "source": [ | |
| "# Download data" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "7a030869-63ef-4d86-84aa-8f6cd3b1451d", | |
| "metadata": {}, | |
| "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>Region</th>\n", | |
| " <th>electoral_quote</th>\n", | |
| " <th>total_votes</th>\n", | |
| " <th>Lee Jae-myung</th>\n", | |
| " <th>Kim Moon-soo</th>\n", | |
| " <th>Lee Jun-seok</th>\n", | |
| " <th>did_not_vote</th>\n", | |
| " <th>others</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Total</td>\n", | |
| " <td>44391871.0</td>\n", | |
| " <td>35236497.0</td>\n", | |
| " <td>17287513.0</td>\n", | |
| " <td>14395639.0</td>\n", | |
| " <td>2917523.0</td>\n", | |
| " <td>9155374.0</td>\n", | |
| " <td>635822.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>Seoul</td>\n", | |
| " <td>8293885.0</td>\n", | |
| " <td>6641606.0</td>\n", | |
| " <td>3105459.0</td>\n", | |
| " <td>2738405.0</td>\n", | |
| " <td>655346.0</td>\n", | |
| " <td>1652279.0</td>\n", | |
| " <td>142396.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>4</th>\n", | |
| " <td>Busan</td>\n", | |
| " <td>2865552.0</td>\n", | |
| " <td>2245755.0</td>\n", | |
| " <td>895213.0</td>\n", | |
| " <td>1146238.0</td>\n", | |
| " <td>168473.0</td>\n", | |
| " <td>619797.0</td>\n", | |
| " <td>35831.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>6</th>\n", | |
| " <td>Daegu</td>\n", | |
| " <td>2049078.0</td>\n", | |
| " <td>1643051.0</td>\n", | |
| " <td>379130.0</td>\n", | |
| " <td>1103913.0</td>\n", | |
| " <td>135376.0</td>\n", | |
| " <td>406027.0</td>\n", | |
| " <td>24632.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>8</th>\n", | |
| " <td>Incheon</td>\n", | |
| " <td>2619348.0</td>\n", | |
| " <td>2035355.0</td>\n", | |
| " <td>1044295.0</td>\n", | |
| " <td>776952.0</td>\n", | |
| " <td>176739.0</td>\n", | |
| " <td>583993.0</td>\n", | |
| " <td>37369.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>10</th>\n", | |
| " <td>Gwangju</td>\n", | |
| " <td>1194471.0</td>\n", | |
| " <td>1002149.0</td>\n", | |
| " <td>844682.0</td>\n", | |
| " <td>79937.0</td>\n", | |
| " <td>62104.0</td>\n", | |
| " <td>192322.0</td>\n", | |
| " <td>15426.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>12</th>\n", | |
| " <td>Daejeon</td>\n", | |
| " <td>1241882.0</td>\n", | |
| " <td>977609.0</td>\n", | |
| " <td>470321.0</td>\n", | |
| " <td>393549.0</td>\n", | |
| " <td>94724.0</td>\n", | |
| " <td>264273.0</td>\n", | |
| " <td>19015.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>14</th>\n", | |
| " <td>Ulsan</td>\n", | |
| " <td>934509.0</td>\n", | |
| " <td>747950.0</td>\n", | |
| " <td>315820.0</td>\n", | |
| " <td>353180.0</td>\n", | |
| " <td>63177.0</td>\n", | |
| " <td>186559.0</td>\n", | |
| " <td>15773.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>16</th>\n", | |
| " <td>Sejong</td>\n", | |
| " <td>307067.0</td>\n", | |
| " <td>254695.0</td>\n", | |
| " <td>140620.0</td>\n", | |
| " <td>83965.0</td>\n", | |
| " <td>25004.0</td>\n", | |
| " <td>52372.0</td>\n", | |
| " <td>5106.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>18</th>\n", | |
| " <td>Gyeonggi</td>\n", | |
| " <td>11715343.0</td>\n", | |
| " <td>9297448.0</td>\n", | |
| " <td>4821148.0</td>\n", | |
| " <td>3504620.0</td>\n", | |
| " <td>816435.0</td>\n", | |
| " <td>2417895.0</td>\n", | |
| " <td>155245.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>20</th>\n", | |
| " <td>Gangwon</td>\n", | |
| " <td>1327019.0</td>\n", | |
| " <td>1029407.0</td>\n", | |
| " <td>449161.0</td>\n", | |
| " <td>483360.0</td>\n", | |
| " <td>78704.0</td>\n", | |
| " <td>297612.0</td>\n", | |
| " <td>18182.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>22</th>\n", | |
| " <td>North Chungcheong</td>\n", | |
| " <td>1379142.0</td>\n", | |
| " <td>1065558.0</td>\n", | |
| " <td>501990.0</td>\n", | |
| " <td>457065.0</td>\n", | |
| " <td>86984.0</td>\n", | |
| " <td>313584.0</td>\n", | |
| " <td>19519.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>24</th>\n", | |
| " <td>South Chungcheong</td>\n", | |
| " <td>1839339.0</td>\n", | |
| " <td>1397521.0</td>\n", | |
| " <td>661316.0</td>\n", | |
| " <td>600108.0</td>\n", | |
| " <td>111092.0</td>\n", | |
| " <td>441818.0</td>\n", | |
| " <td>25005.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>26</th>\n", | |
| " <td>North Jeolla</td>\n", | |
| " <td>1510908.0</td>\n", | |
| " <td>1246099.0</td>\n", | |
| " <td>1023272.0</td>\n", | |
| " <td>134996.0</td>\n", | |
| " <td>67961.0</td>\n", | |
| " <td>264809.0</td>\n", | |
| " <td>19870.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>28</th>\n", | |
| " <td>South Jeolla</td>\n", | |
| " <td>1559431.0</td>\n", | |
| " <td>1303365.0</td>\n", | |
| " <td>1111941.0</td>\n", | |
| " <td>110624.0</td>\n", | |
| " <td>60822.0</td>\n", | |
| " <td>256066.0</td>\n", | |
| " <td>19978.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>30</th>\n", | |
| " <td>North Gyeongsang</td>\n", | |
| " <td>2213614.0</td>\n", | |
| " <td>1747364.0</td>\n", | |
| " <td>442683.0</td>\n", | |
| " <td>1159594.0</td>\n", | |
| " <td>116094.0</td>\n", | |
| " <td>466250.0</td>\n", | |
| " <td>28993.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>32</th>\n", | |
| " <td>South Gyeongsang</td>\n", | |
| " <td>2776028.0</td>\n", | |
| " <td>2179989.0</td>\n", | |
| " <td>851733.0</td>\n", | |
| " <td>1123843.0</td>\n", | |
| " <td>161579.0</td>\n", | |
| " <td>596039.0</td>\n", | |
| " <td>42834.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>34</th>\n", | |
| " <td>Jeju</td>\n", | |
| " <td>565255.0</td>\n", | |
| " <td>421576.0</td>\n", | |
| " <td>228729.0</td>\n", | |
| " <td>145290.0</td>\n", | |
| " <td>36909.0</td>\n", | |
| " <td>143679.0</td>\n", | |
| " <td>10648.0</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " Region electoral_quote total_votes Lee Jae-myung \\\n", | |
| "0 Total 44391871.0 35236497.0 17287513.0 \n", | |
| "2 Seoul 8293885.0 6641606.0 3105459.0 \n", | |
| "4 Busan 2865552.0 2245755.0 895213.0 \n", | |
| "6 Daegu 2049078.0 1643051.0 379130.0 \n", | |
| "8 Incheon 2619348.0 2035355.0 1044295.0 \n", | |
| "10 Gwangju 1194471.0 1002149.0 844682.0 \n", | |
| "12 Daejeon 1241882.0 977609.0 470321.0 \n", | |
| "14 Ulsan 934509.0 747950.0 315820.0 \n", | |
| "16 Sejong 307067.0 254695.0 140620.0 \n", | |
| "18 Gyeonggi 11715343.0 9297448.0 4821148.0 \n", | |
| "20 Gangwon 1327019.0 1029407.0 449161.0 \n", | |
| "22 North Chungcheong 1379142.0 1065558.0 501990.0 \n", | |
| "24 South Chungcheong 1839339.0 1397521.0 661316.0 \n", | |
| "26 North Jeolla 1510908.0 1246099.0 1023272.0 \n", | |
| "28 South Jeolla 1559431.0 1303365.0 1111941.0 \n", | |
| "30 North Gyeongsang 2213614.0 1747364.0 442683.0 \n", | |
| "32 South Gyeongsang 2776028.0 2179989.0 851733.0 \n", | |
| "34 Jeju 565255.0 421576.0 228729.0 \n", | |
| "\n", | |
| " Kim Moon-soo Lee Jun-seok did_not_vote others \n", | |
| "0 14395639.0 2917523.0 9155374.0 635822.0 \n", | |
| "2 2738405.0 655346.0 1652279.0 142396.0 \n", | |
| "4 1146238.0 168473.0 619797.0 35831.0 \n", | |
| "6 1103913.0 135376.0 406027.0 24632.0 \n", | |
| "8 776952.0 176739.0 583993.0 37369.0 \n", | |
| "10 79937.0 62104.0 192322.0 15426.0 \n", | |
| "12 393549.0 94724.0 264273.0 19015.0 \n", | |
| "14 353180.0 63177.0 186559.0 15773.0 \n", | |
| "16 83965.0 25004.0 52372.0 5106.0 \n", | |
| "18 3504620.0 816435.0 2417895.0 155245.0 \n", | |
| "20 483360.0 78704.0 297612.0 18182.0 \n", | |
| "22 457065.0 86984.0 313584.0 19519.0 \n", | |
| "24 600108.0 111092.0 441818.0 25005.0 \n", | |
| "26 134996.0 67961.0 264809.0 19870.0 \n", | |
| "28 110624.0 60822.0 256066.0 19978.0 \n", | |
| "30 1159594.0 116094.0 466250.0 28993.0 \n", | |
| "32 1123843.0 161579.0 596039.0 42834.0 \n", | |
| "34 145290.0 36909.0 143679.0 10648.0 " | |
| ] | |
| }, | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "korean_to_english = {\n", | |
| " '합계': 'Total',\n", | |
| " '서울특별시': 'Seoul',\n", | |
| " '부산광역시': 'Busan',\n", | |
| " '대구광역시': 'Daegu',\n", | |
| " '인천광역시': 'Incheon',\n", | |
| " '광주광역시': 'Gwangju',\n", | |
| " '대전광역시': 'Daejeon',\n", | |
| " '울산광역시': 'Ulsan',\n", | |
| " '세종특별자치시': 'Sejong',\n", | |
| " '경기도': 'Gyeonggi',\n", | |
| " '강원특별자치도': 'Gangwon',\n", | |
| " '충청북도': 'North Chungcheong',\n", | |
| " '충청남도': 'South Chungcheong',\n", | |
| " '전북특별자치도': 'North Jeolla',\n", | |
| " '전라남도': 'South Jeolla',\n", | |
| " '경상북도': 'North Gyeongsang',\n", | |
| " '경상남도': 'South Gyeongsang',\n", | |
| " '제주특별자치도': 'Jeju',\n", | |
| "}\n", | |
| "\n", | |
| "var_names = {\n", | |
| " ('시도명', 'Unnamed: 0_level_1'): 'Region',\n", | |
| " ('선거인수', 'Unnamed: 1_level_1'): 'electoral_quote',\n", | |
| " ('투표수', 'Unnamed: 2_level_1'): 'total_votes',\n", | |
| " ('후보자별 득표율 (%)', '더불어민주당 이재명'): 'Lee Jae-myung',\n", | |
| " ('후보자별 득표율 (%)', '국민의힘 김문수'): 'Kim Moon-soo',\n", | |
| " ('후보자별 득표율 (%)', '개혁신당 이준석'): 'Lee Jun-seok',\n", | |
| "}\n", | |
| "\n", | |
| "electoral_results = pd.read_html(\"http://info.nec.go.kr/electioninfo/electionInfo_report.xhtml?electionId=0020250603&requestURI=/electioninfo/0020250603/vc/vccp09.jsp&secondMenuId=VCCP09&statementId=VCCP09_%231&electionCode=1&cityCode=0\", header=[1, 2])[0]\n", | |
| "electoral_results = electoral_results.dropna(subset=[('시도명', 'Unnamed: 0_level_1')])\n", | |
| "electoral_results = electoral_results[var_names.keys()]\n", | |
| "electoral_results.columns = var_names.values()\n", | |
| "electoral_results[\"Region\"] = electoral_results[\"Region\"].map(korean_to_english)\n", | |
| "electoral_results[\"did_not_vote\"] = electoral_results[\"electoral_quote\"] - electoral_results[\"total_votes\"]\n", | |
| "electoral_results[\"others\"] = electoral_results[\"total_votes\"] - electoral_results[[\"Lee Jae-myung\", \"Kim Moon-soo\", \"Lee Jun-seok\"]].sum(axis=1)\n", | |
| "electoral_results.to_csv(\"electoral_results_ko_2025.csv\", index=False)\n", | |
| "electoral_results" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "4a06c922-8ee6-4dbc-8789-123ff73abee6", | |
| "metadata": {}, | |
| "source": [ | |
| "# Analysis" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "db579b61-9190-4be6-9143-ceb736c7ce61", | |
| "metadata": {}, | |
| "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>Region</th>\n", | |
| " <th>electoral_quote</th>\n", | |
| " <th>total_votes</th>\n", | |
| " <th>Lee Jae-myung</th>\n", | |
| " <th>Kim Moon-soo</th>\n", | |
| " <th>Lee Jun-seok</th>\n", | |
| " <th>did_not_vote</th>\n", | |
| " <th>others</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>Total</td>\n", | |
| " <td>44391871.0</td>\n", | |
| " <td>35236497.0</td>\n", | |
| " <td>17287513.0</td>\n", | |
| " <td>14395639.0</td>\n", | |
| " <td>2917523.0</td>\n", | |
| " <td>9155374.0</td>\n", | |
| " <td>635822.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>Seoul</td>\n", | |
| " <td>8293885.0</td>\n", | |
| " <td>6641606.0</td>\n", | |
| " <td>3105459.0</td>\n", | |
| " <td>2738405.0</td>\n", | |
| " <td>655346.0</td>\n", | |
| " <td>1652279.0</td>\n", | |
| " <td>142396.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>Busan</td>\n", | |
| " <td>2865552.0</td>\n", | |
| " <td>2245755.0</td>\n", | |
| " <td>895213.0</td>\n", | |
| " <td>1146238.0</td>\n", | |
| " <td>168473.0</td>\n", | |
| " <td>619797.0</td>\n", | |
| " <td>35831.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3</th>\n", | |
| " <td>Daegu</td>\n", | |
| " <td>2049078.0</td>\n", | |
| " <td>1643051.0</td>\n", | |
| " <td>379130.0</td>\n", | |
| " <td>1103913.0</td>\n", | |
| " <td>135376.0</td>\n", | |
| " <td>406027.0</td>\n", | |
| " <td>24632.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>4</th>\n", | |
| " <td>Incheon</td>\n", | |
| " <td>2619348.0</td>\n", | |
| " <td>2035355.0</td>\n", | |
| " <td>1044295.0</td>\n", | |
| " <td>776952.0</td>\n", | |
| " <td>176739.0</td>\n", | |
| " <td>583993.0</td>\n", | |
| " <td>37369.0</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " Region electoral_quote total_votes Lee Jae-myung Kim Moon-soo \\\n", | |
| "0 Total 44391871.0 35236497.0 17287513.0 14395639.0 \n", | |
| "1 Seoul 8293885.0 6641606.0 3105459.0 2738405.0 \n", | |
| "2 Busan 2865552.0 2245755.0 895213.0 1146238.0 \n", | |
| "3 Daegu 2049078.0 1643051.0 379130.0 1103913.0 \n", | |
| "4 Incheon 2619348.0 2035355.0 1044295.0 776952.0 \n", | |
| "\n", | |
| " Lee Jun-seok did_not_vote others \n", | |
| "0 2917523.0 9155374.0 635822.0 \n", | |
| "1 655346.0 1652279.0 142396.0 \n", | |
| "2 168473.0 619797.0 35831.0 \n", | |
| "3 135376.0 406027.0 24632.0 \n", | |
| "4 176739.0 583993.0 37369.0 " | |
| ] | |
| }, | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "ko = pd.read_csv(\"electoral_results_ko_2025.csv\")\n", | |
| "ko.head()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "3af8ec0f-2b5b-437a-b9aa-78d54f816b7b", | |
| "metadata": { | |
| "scrolled": true | |
| }, | |
| "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>GID_1</th>\n", | |
| " <th>GID_0</th>\n", | |
| " <th>COUNTRY</th>\n", | |
| " <th>NAME_1</th>\n", | |
| " <th>VARNAME_1</th>\n", | |
| " <th>NL_NAME_1</th>\n", | |
| " <th>TYPE_1</th>\n", | |
| " <th>ENGTYPE_1</th>\n", | |
| " <th>CC_1</th>\n", | |
| " <th>HASC_1</th>\n", | |
| " <th>ISO_1</th>\n", | |
| " <th>geometry</th>\n", | |
| " <th>electoral_quote</th>\n", | |
| " <th>total_votes</th>\n", | |
| " <th>Lee Jae-myung</th>\n", | |
| " <th>Kim Moon-soo</th>\n", | |
| " <th>Lee Jun-seok</th>\n", | |
| " <th>did_not_vote</th>\n", | |
| " <th>others</th>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>Region</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>Gyeonggi</th>\n", | |
| " <td>KOR.8_1</td>\n", | |
| " <td>KOR</td>\n", | |
| " <td>SouthKorea</td>\n", | |
| " <td>Gyeonggi-do</td>\n", | |
| " <td>Kyonggi-do|Keiki-do|Kyunggi</td>\n", | |
| " <td>경기도|京畿道</td>\n", | |
| " <td>Do</td>\n", | |
| " <td>Province</td>\n", | |
| " <td>NA</td>\n", | |
| " <td>KR.KG</td>\n", | |
| " <td>KR-41</td>\n", | |
| " <td>POLYGON ((961506.449 1882732.718, 959711.924 1...</td>\n", | |
| " <td>11715343.0</td>\n", | |
| " <td>9297448.0</td>\n", | |
| " <td>4821148.0</td>\n", | |
| " <td>3504620.0</td>\n", | |
| " <td>816435.0</td>\n", | |
| " <td>2417895.0</td>\n", | |
| " <td>155245.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>Seoul</th>\n", | |
| " <td>KOR.16_1</td>\n", | |
| " <td>KOR</td>\n", | |
| " <td>SouthKorea</td>\n", | |
| " <td>Seoul</td>\n", | |
| " <td>Keijo|Séoul|Seul|Seúl|Söul|Soul-</td>\n", | |
| " <td>서울특별시</td>\n", | |
| " <td>Teukbyeolsi</td>\n", | |
| " <td>CapitalMetropolitanCity</td>\n", | |
| " <td>NA</td>\n", | |
| " <td>KR.SO</td>\n", | |
| " <td>KR-11</td>\n", | |
| " <td>POLYGON ((947912.128 1937721.861, 947803.955 1...</td>\n", | |
| " <td>8293885.0</td>\n", | |
| " <td>6641606.0</td>\n", | |
| " <td>3105459.0</td>\n", | |
| " <td>2738405.0</td>\n", | |
| " <td>655346.0</td>\n", | |
| " <td>1652279.0</td>\n", | |
| " <td>142396.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>Busan</th>\n", | |
| " <td>KOR.1_1</td>\n", | |
| " <td>KOR</td>\n", | |
| " <td>SouthKorea</td>\n", | |
| " <td>Busan</td>\n", | |
| " <td>Pusan|BusanGwang'yeogsi|Pusan-g</td>\n", | |
| " <td>부산광역시|釜山廣域市</td>\n", | |
| " <td>Gwangyeoksi</td>\n", | |
| " <td>MetropolitanCity</td>\n", | |
| " <td>NA</td>\n", | |
| " <td>KR.PU</td>\n", | |
| " <td>KR-26</td>\n", | |
| " <td>POLYGON ((1139129.788 1678906.563, 1139024.136...</td>\n", | |
| " <td>2865552.0</td>\n", | |
| " <td>2245755.0</td>\n", | |
| " <td>895213.0</td>\n", | |
| " <td>1146238.0</td>\n", | |
| " <td>168473.0</td>\n", | |
| " <td>619797.0</td>\n", | |
| " <td>35831.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>South Gyeongsang</th>\n", | |
| " <td>KOR.10_1</td>\n", | |
| " <td>KOR</td>\n", | |
| " <td>SouthKorea</td>\n", | |
| " <td>Gyeongsangnam-do</td>\n", | |
| " <td>Kyongsangnam-Do|Kyongsang-namdo|</td>\n", | |
| " <td>경상남도|慶尙南道</td>\n", | |
| " <td>Do</td>\n", | |
| " <td>Province</td>\n", | |
| " <td>NA</td>\n", | |
| " <td>KR.KN</td>\n", | |
| " <td>KR-48</td>\n", | |
| " <td>POLYGON ((1099201.141 1682031.851, 1099679.293...</td>\n", | |
| " <td>2776028.0</td>\n", | |
| " <td>2179989.0</td>\n", | |
| " <td>851733.0</td>\n", | |
| " <td>1123843.0</td>\n", | |
| " <td>161579.0</td>\n", | |
| " <td>596039.0</td>\n", | |
| " <td>42834.0</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>Incheon</th>\n", | |
| " <td>KOR.11_1</td>\n", | |
| " <td>KOR</td>\n", | |
| " <td>SouthKorea</td>\n", | |
| " <td>Incheon</td>\n", | |
| " <td>Inchon|IInch'on-gwangyoksi|Jinse</td>\n", | |
| " <td>인천광역시|仁川廣域市</td>\n", | |
| " <td>Gwangyeoksi</td>\n", | |
| " <td>MetropolitanCity</td>\n", | |
| " <td>NA</td>\n", | |
| " <td>KR.IN</td>\n", | |
| " <td>KR-28</td>\n", | |
| " <td>POLYGON ((921320.24 1937098.234, 921637.933 19...</td>\n", | |
| " <td>2619348.0</td>\n", | |
| " <td>2035355.0</td>\n", | |
| " <td>1044295.0</td>\n", | |
| " <td>776952.0</td>\n", | |
| " <td>176739.0</td>\n", | |
| " <td>583993.0</td>\n", | |
| " <td>37369.0</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " GID_1 GID_0 COUNTRY NAME_1 \\\n", | |
| "Region \n", | |
| "Gyeonggi KOR.8_1 KOR SouthKorea Gyeonggi-do \n", | |
| "Seoul KOR.16_1 KOR SouthKorea Seoul \n", | |
| "Busan KOR.1_1 KOR SouthKorea Busan \n", | |
| "South Gyeongsang KOR.10_1 KOR SouthKorea Gyeongsangnam-do \n", | |
| "Incheon KOR.11_1 KOR SouthKorea Incheon \n", | |
| "\n", | |
| " VARNAME_1 NL_NAME_1 TYPE_1 \\\n", | |
| "Region \n", | |
| "Gyeonggi Kyonggi-do|Keiki-do|Kyunggi 경기도|京畿道 Do \n", | |
| "Seoul Keijo|Séoul|Seul|Seúl|Söul|Soul- 서울특별시 Teukbyeolsi \n", | |
| "Busan Pusan|BusanGwang'yeogsi|Pusan-g 부산광역시|釜山廣域市 Gwangyeoksi \n", | |
| "South Gyeongsang Kyongsangnam-Do|Kyongsang-namdo| 경상남도|慶尙南道 Do \n", | |
| "Incheon Inchon|IInch'on-gwangyoksi|Jinse 인천광역시|仁川廣域市 Gwangyeoksi \n", | |
| "\n", | |
| " ENGTYPE_1 CC_1 HASC_1 ISO_1 \\\n", | |
| "Region \n", | |
| "Gyeonggi Province NA KR.KG KR-41 \n", | |
| "Seoul CapitalMetropolitanCity NA KR.SO KR-11 \n", | |
| "Busan MetropolitanCity NA KR.PU KR-26 \n", | |
| "South Gyeongsang Province NA KR.KN KR-48 \n", | |
| "Incheon MetropolitanCity NA KR.IN KR-28 \n", | |
| "\n", | |
| " geometry \\\n", | |
| "Region \n", | |
| "Gyeonggi POLYGON ((961506.449 1882732.718, 959711.924 1... \n", | |
| "Seoul POLYGON ((947912.128 1937721.861, 947803.955 1... \n", | |
| "Busan POLYGON ((1139129.788 1678906.563, 1139024.136... \n", | |
| "South Gyeongsang POLYGON ((1099201.141 1682031.851, 1099679.293... \n", | |
| "Incheon POLYGON ((921320.24 1937098.234, 921637.933 19... \n", | |
| "\n", | |
| " electoral_quote total_votes Lee Jae-myung Kim Moon-soo \\\n", | |
| "Region \n", | |
| "Gyeonggi 11715343.0 9297448.0 4821148.0 3504620.0 \n", | |
| "Seoul 8293885.0 6641606.0 3105459.0 2738405.0 \n", | |
| "Busan 2865552.0 2245755.0 895213.0 1146238.0 \n", | |
| "South Gyeongsang 2776028.0 2179989.0 851733.0 1123843.0 \n", | |
| "Incheon 2619348.0 2035355.0 1044295.0 776952.0 \n", | |
| "\n", | |
| " Lee Jun-seok did_not_vote others \n", | |
| "Region \n", | |
| "Gyeonggi 816435.0 2417895.0 155245.0 \n", | |
| "Seoul 655346.0 1652279.0 142396.0 \n", | |
| "Busan 168473.0 619797.0 35831.0 \n", | |
| "South Gyeongsang 161579.0 596039.0 42834.0 \n", | |
| "Incheon 176739.0 583993.0 37369.0 " | |
| ] | |
| }, | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "regions_mapping = {\n", | |
| " 'Busan': 'Busan',\n", | |
| " 'Chungcheongbuk-do': 'North Chungcheong',\n", | |
| " 'Chungcheongnam-do': 'South Chungcheong',\n", | |
| " 'Daegu': 'Daegu',\n", | |
| " 'Daejeon': 'Daejeon',\n", | |
| " 'Gangwon-do': 'Gangwon',\n", | |
| " 'Gwangju': 'Gwangju',\n", | |
| " 'Gyeonggi-do': 'Gyeonggi',\n", | |
| " 'Gyeongsangbuk-do': 'North Gyeongsang',\n", | |
| " 'Gyeongsangnam-do': 'South Gyeongsang',\n", | |
| " 'Incheon': 'Incheon',\n", | |
| " 'Jeju': 'Jeju',\n", | |
| " 'Jeollabuk-do': 'North Jeolla',\n", | |
| " 'Jeollanam-do': 'South Jeolla',\n", | |
| " 'Sejong': 'Sejong',\n", | |
| " 'Seoul': 'Seoul',\n", | |
| " 'Ulsan': 'Ulsan'\n", | |
| "}\n", | |
| "\n", | |
| "\n", | |
| "# https://geodata.ucdavis.edu/gadm/gadm4.1/json/gadm41_KOR_1.json.zip\n", | |
| "ko_map = gpd.read_file(\"C:/Users/jjsan/Downloads/gadm41_KOR_1.json\").pipe(keep_largest_polygon)\n", | |
| "ko_map[\"Region\"] = ko_map[\"NAME_1\"].map(regions_mapping)\n", | |
| "ko_map = ko_map.merge(ko, on=\"Region\")\\\n", | |
| " .set_index(\"Region\")\\\n", | |
| " .sort_values(\"total_votes\", ascending=False)\\\n", | |
| " .to_crs(epsg=5179)\n", | |
| "ko_map.head()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "f06472c9-243c-4c37-ace8-5033d7e02abd", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "C:\\Users\\jjsan\\miniconda3\\envs\\geopandas\\Lib\\site-packages\\pyproj\\crs\\crs.py:141: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n", | |
| " in_crs_string = _prepare_from_proj_string(in_crs_string)\n" | |
| ] | |
| }, | |
| { | |
| "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>X</th>\n", | |
| " <th>Y</th>\n", | |
| " <th>CLAVE</th>\n", | |
| " <th>geometry</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>22</th>\n", | |
| " <td>984748.162069</td>\n", | |
| " <td>1.825284e+06</td>\n", | |
| " <td>Sejong</td>\n", | |
| " <td>POINT (984748.162 1825283.875)</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>21</th>\n", | |
| " <td>982748.162069</td>\n", | |
| " <td>1.825284e+06</td>\n", | |
| " <td>Sejong</td>\n", | |
| " <td>POINT (982748.162 1825283.875)</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>20</th>\n", | |
| " <td>980748.162069</td>\n", | |
| " <td>1.825284e+06</td>\n", | |
| " <td>Sejong</td>\n", | |
| " <td>POINT (980748.162 1825283.875)</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>19</th>\n", | |
| " <td>978748.162069</td>\n", | |
| " <td>1.825284e+06</td>\n", | |
| " <td>Sejong</td>\n", | |
| " <td>POINT (978748.162 1825283.875)</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>18</th>\n", | |
| " <td>976748.162069</td>\n", | |
| " <td>1.825284e+06</td>\n", | |
| " <td>Sejong</td>\n", | |
| " <td>POINT (976748.162 1825283.875)</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " X Y CLAVE geometry\n", | |
| "22 984748.162069 1.825284e+06 Sejong POINT (984748.162 1825283.875)\n", | |
| "21 982748.162069 1.825284e+06 Sejong POINT (982748.162 1825283.875)\n", | |
| "20 980748.162069 1.825284e+06 Sejong POINT (980748.162 1825283.875)\n", | |
| "19 978748.162069 1.825284e+06 Sejong POINT (978748.162 1825283.875)\n", | |
| "18 976748.162069 1.825284e+06 Sejong POINT (976748.162 1825283.875)" | |
| ] | |
| }, | |
| "execution_count": 6, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "lista_df_puntos = list()\n", | |
| "for poly_index in ko_map.index:\n", | |
| " poly = ko_map.loc[poly_index, 'geometry']\n", | |
| " x0, y0, x1, y1 = poly.bounds\n", | |
| " x = np.arange(x0, x1, 2000)\n", | |
| " y = np.arange(y0, y1, 2000)\n", | |
| " X,Y = np.meshgrid(x, y)\n", | |
| " df_puntos_alc = pd.DataFrame(np.array([X.flatten(), Y.flatten()]).T, columns=['X', 'Y'])\\\n", | |
| " .assign(CLAVE=poly_index)\\\n", | |
| " .pipe(lambda df: gpd.GeoDataFrame(df, geometry=gpd.points_from_xy(df['X'], df['Y'])))\\\n", | |
| " .loc[lambda df: df.within(poly)]\n", | |
| " lista_df_puntos.append(df_puntos_alc.iloc[::-1])\n", | |
| " \n", | |
| "df_xy = pd.concat(lista_df_puntos, axis=0)\n", | |
| "df_xy.crs = {'init': 'epsg:5179'}\n", | |
| "df_xy.tail()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "f721290a-05b8-440d-893f-7ab80c320bd3", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Approximate number of votes that each point should represent 44277.37333333334\n", | |
| "Number of votes represented by each selected point 50000\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "aprox_voto_punto = df_xy.groupby('CLAVE')[['Y']].count().join(ko_map[['total_votes']])\\\n", | |
| " .assign(voto_por_punto=lambda x: x['total_votes'].div(x['Y']))\\\n", | |
| " .get('voto_por_punto').max()\n", | |
| "print('Approximate number of votes that each point should represent', aprox_voto_punto)\n", | |
| "voto_x_punto_participacion = 50_000\n", | |
| "print('Number of votes represented by each selected point', voto_x_punto_participacion)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "51f20376-c347-4e58-8b59-b608725b5bb1", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "0 Gyeonggi\n", | |
| "1 Seoul\n", | |
| "2 Busan\n", | |
| "3 South Gyeongsang\n", | |
| "4 Incheon\n", | |
| "5 North Gyeongsang\n", | |
| "6 Daegu\n", | |
| "7 South Chungcheong\n", | |
| "8 South Jeolla\n", | |
| "9 North Jeolla\n", | |
| "10 North Chungcheong\n", | |
| "11 Gangwon\n", | |
| "12 Gwangju\n", | |
| "13 Daejeon\n", | |
| "14 Ulsan\n", | |
| "15 Jeju\n", | |
| "16 Sejong\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "image/png": "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", | |
| "text/plain": [ | |
| "<Figure size 1200x1200 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "image/png": "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", | |
| "text/plain": [ | |
| "<Figure size 1600x1600 with 18 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "label_color = {\n", | |
| " \"ljm\": {\"label\": \"Lee Jae-myung\", \"color\": \"blue\", \"varname\": \"Lee Jae-myung\"},\n", | |
| " \"kms\": {\"label\": \"Kim Moon-soo\", \"color\": \"red\", \"varname\": \"Kim Moon-soo\"},\n", | |
| " \"ljs\": {\"label\": \"Lee Jun-seok\", \"color\": \"orange\", \"varname\": \"Lee Jun-seok\"},\n", | |
| " \"others\": {\"label\": \"Others/invalid\", \"color\": \"gray\", \"varname\": \"others\"},\n", | |
| " \"no_vote\": {\"label\": \"Did not vote\", \"color\": \"green\", \"varname\": \"did_not_vote\"},\n", | |
| "}\n", | |
| "\n", | |
| "fig, ax = plt.subplots(figsize=(12, 12))\n", | |
| "fig2, axs = plt.subplots(6, 3, figsize=(16, 16))\n", | |
| "axs = axs.flatten()\n", | |
| "\n", | |
| "markersize = 0.5\n", | |
| "x_txt, y_top = 0.95, 0.58\n", | |
| "dy = 0.08\n", | |
| "ko_map.boundary.plot(color='k', ax=ax, zorder=0)\n", | |
| "sb_fig2 = ScaleBar(location=\"lower left\",\n", | |
| " style=\"ticks\",\n", | |
| " bar={\"projection\": ko_map.crs, \"unit\": \"km\", \"major_div\": 2, \"minor_div\": 1, \"max\": 10},\n", | |
| " units={\"fontsize\": 8},\n", | |
| " labels={\"style\":\"last_only\", \"fontsize\": 8})\n", | |
| "\n", | |
| "i = 0\n", | |
| "for poly_index in ko_map.index:\n", | |
| " print(i, poly_index)\n", | |
| " ko_map.loc[[poly_index]].boundary.plot(color='gray', ax=axs[i], zorder=0)\n", | |
| " start, end = 0, 0\n", | |
| " for pos, (candidate, values) in enumerate(label_color.items()):\n", | |
| " votes = ko_map.loc[poly_index, values[\"varname\"]]\n", | |
| " points = int(round(votes / voto_x_punto_participacion))\n", | |
| " if points:\n", | |
| " end += points\n", | |
| " df_xy.query('CLAVE==@poly_index').iloc[start:end].plot(ax=ax, markersize=markersize, color=values[\"color\"], label=values[\"label\"])\n", | |
| " df_xy.query('CLAVE==@poly_index').iloc[start:end].plot(ax=axs[i], markersize=markersize, color=values[\"color\"], label=values[\"label\"])\n", | |
| " start = end\n", | |
| " axs[i].text(x_txt, y_top - pos * dy, f\"{candidate.upper()}: {votes:,.0f}\", transform=axs[i].transAxes, ha=\"left\", va=\"top\", fontsize=6, color=values[\"color\"])\n", | |
| " \n", | |
| "\n", | |
| " axs[i].add_artist(sb_fig2.copy())\n", | |
| " axs[i].set_axis_off()\n", | |
| " axs[i].set_title(poly_index)\n", | |
| " inset = axs[i].inset_axes([0.95, 0.65, 0.35, 0.35], transform=axs[i].transAxes)\n", | |
| " ko_map.boundary.plot(ax=inset, linewidth=0.3, color='black')\n", | |
| " ko_map.loc[[poly_index]].plot(ax=inset,\n", | |
| " facecolor='#fdd835',\n", | |
| " edgecolor='red',\n", | |
| " linewidth=1)\n", | |
| "\n", | |
| "\n", | |
| " inset.set(xticks=[], yticks=[])\n", | |
| " i += 1\n", | |
| "\n", | |
| "\n", | |
| "note = f'Note: each point represents {voto_x_punto_participacion:,.0f} votes\\nElaborated by x.com/jjsantoso with data from info.nec.go.kr'\n", | |
| "handles, labels = ax.get_legend_handles_labels()\n", | |
| "ax.legend(handles[0:5], labels[0:5], markerscale=5, labelspacing=0.4, fontsize=9)\n", | |
| "ax.set_axis_off()\n", | |
| "ax.set_title('Korean presidential election, 2025', pad=5, fontsize=15)\n", | |
| "ax.annotate(text=note, xy=(0.3, 0.1), xycoords='axes fraction', va='top', fontsize=10)\n", | |
| "scale_bar(ax, location=\"lower center\", style=\"ticks\", bar={\"projection\": ko_map.crs, \"unit\": \"km\"}, aob={\"bbox_to_anchor\":(0.5, 0.1), \"bbox_transform\":ax.transAxes})\n", | |
| "fig.savefig(\"images/ko_2025.png\", dpi=600, bbox_inches=\"tight\")\n", | |
| "\n", | |
| "axs[i].set_axis_off()\n", | |
| "fig2.suptitle(\"Korean presidential election, 2025\", fontsize=18, y=0.95)\n", | |
| "fig2.text(0.15, 0.08, note)\n", | |
| "fig2.savefig(\"images/ko_regions_2025.png\", dpi=600, bbox_inches=\"tight\")" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python [conda env:geopandas]", | |
| "language": "python", | |
| "name": "conda-env-geopandas-py" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.12.11" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
Author
jjsantos01
commented
Jun 16, 2025


Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment