notebooks/Caribbean_sport.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import geopandas as gpd\n",
    "import geoplot as gplt\n",
    "from matplotlib.pyplot import savefig\n",
    "import geoplot.crs as gcrs\n",
    "\n",
    "wm = gpd.read_file('../basemaps/ne_10m_admin_0_countries_lakes.shp').set_index('NAME')\n",
    "\n",
    "carib = wm[\n",
    "    (wm['SUBREGION'] == 'Caribbean') \n",
    "    | (wm['SUBREGION'] == 'Western Europe') \n",
    "    | (wm.index == 'Guyana')\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/allisom1/anaconda3/envs/mapenv/lib/python3.7/site-packages/ipykernel_launcher.py:9: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n",
      "\n",
      "  if __name__ == '__main__':\n"
     ]
    }
   ],
   "source": [
    "input_data = [\n",
    "    '../data/caribbean_cricket.geojson',\n",
    "    '../data/caribbean_baseball.geojson',\n",
    "]\n",
    "\n",
    "df_data = []\n",
    "for d in input_data:\n",
    "    gdf = gpd.read_file(d)\n",
    "    gdf['geometry'] = gdf['geometry'].centroid\n",
    "    df_data.append(gdf)\n",
    "pitches = gpd.GeoDataFrame(pd.concat(df_data))\n",
    "\n",
    "\n",
    "\n",
    "cricket_pitches = pitches[pitches['sport']=='cricket']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/allisom1/anaconda3/envs/mapenv/lib/python3.7/site-packages/geoplot/geoplot.py:720: UserWarning: Cound not set plot extent successfully due to numerical instability. Try setting extent manually. Defaulting to a global extent.\n",
      "  'Cound not set plot extent successfully due to numerical instability. '\n"
     ]
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1728x1728 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = gplt.polyplot(carib,\n",
    "                   projection=gcrs.WebMercator(),\n",
    "                   #provider=cx.providers.Stamen.Terrain,\n",
    "                   figsize=(24, 24),\n",
    "                   #zoom = 5,\n",
    "                   facecolor=\"mediumseagreen\",\n",
    "                   zorder=2\n",
    "                   \n",
    "            )\n",
    "\n",
    "world_map = gplt.polyplot(wm,\n",
    "                          ax=ax,\n",
    "                          projection=gcrs.WebMercator(),\n",
    "                          facecolor=\"lightsteelblue\",\n",
    "                          zorder=1,\n",
    "                         )\n",
    "\n",
    "cricket = gplt.pointplot(cricket_pitches,\n",
    "                         ax=ax,\n",
    "                         color='orangered',\n",
    "                         edgecolors='darkred',\n",
    "                         #alpha=0.5,\n",
    "                         s=10,\n",
    "                         zorder=10,\n",
    "                         projection=gcrs.WebMercator(),\n",
    "                        )\n",
    "\n",
    "pitches = gplt.pointplot(\n",
    "    pitches,\n",
    "    ax=ax,\n",
    "    projection=gcrs.WebMercator(),\n",
    "    s=10,\n",
    "    color='White',\n",
    "    edgecolors='black',\n",
    "    zorder=3,  \n",
    ")\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "ax.patch.set_facecolor('lightblue')\n",
    "savefig('../output/carribean_cricket_baseball.png', facecolor='lightblue')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<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>SOVEREIGNT</th>\n",
       "      <th>SOV_A3</th>\n",
       "      <th>ADM0_DIF</th>\n",
       "      <th>LEVEL</th>\n",
       "      <th>TYPE</th>\n",
       "      <th>ADMIN</th>\n",
       "      <th>ADM0_A3</th>\n",
       "      <th>...</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>geometry</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>NAME</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>France</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>France</td>\n",
       "      <td>FR1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Country</td>\n",
       "      <td>France</td>\n",
       "      <td>FRA</td>\n",
       "      <td>...</td>\n",
       "      <td>프랑스</td>\n",
       "      <td>Frankrijk</td>\n",
       "      <td>Francja</td>\n",
       "      <td>França</td>\n",
       "      <td>Франция</td>\n",
       "      <td>Frankrike</td>\n",
       "      <td>Fransa</td>\n",
       "      <td>Pháp</td>\n",
       "      <td>法国</td>\n",
       "      <td>MULTIPOLYGON (((-54.11153 2.11427, -54.13491 2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guyana</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>Guyana</td>\n",
       "      <td>GUY</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Guyana</td>\n",
       "      <td>GUY</td>\n",
       "      <td>...</td>\n",
       "      <td>가이아나</td>\n",
       "      <td>Guyana</td>\n",
       "      <td>Gujana</td>\n",
       "      <td>Guiana</td>\n",
       "      <td>Гайана</td>\n",
       "      <td>Guyana</td>\n",
       "      <td>Guyana</td>\n",
       "      <td>Guyana</td>\n",
       "      <td>圭亚那</td>\n",
       "      <td>MULTIPOLYGON (((-56.48182 1.94161, -56.52851 1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St-Martin</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>France</td>\n",
       "      <td>FR1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>Saint Martin</td>\n",
       "      <td>MAF</td>\n",
       "      <td>...</td>\n",
       "      <td>생마르탱</td>\n",
       "      <td>Sint-Maarten</td>\n",
       "      <td>Saint-Martin</td>\n",
       "      <td>São Martinho</td>\n",
       "      <td>Сен-Мартен</td>\n",
       "      <td>Saint Martin</td>\n",
       "      <td>Saint Martin</td>\n",
       "      <td>Saint-Martin</td>\n",
       "      <td>法屬聖馬丁</td>\n",
       "      <td>POLYGON ((-63.01757 18.03339, -63.08589 18.058...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sint Maarten</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>NL1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Country</td>\n",
       "      <td>Sint Maarten</td>\n",
       "      <td>SXM</td>\n",
       "      <td>...</td>\n",
       "      <td>신트마르턴</td>\n",
       "      <td>Sint Maarten</td>\n",
       "      <td>Sint Maarten</td>\n",
       "      <td>São Martinho</td>\n",
       "      <td>Синт-Мартен</td>\n",
       "      <td>Sint Maarten</td>\n",
       "      <td>Sint Maarten</td>\n",
       "      <td>Sint Maarten</td>\n",
       "      <td>荷屬聖馬丁</td>\n",
       "      <td>POLYGON ((-63.10700 18.06212, -63.08589 18.058...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Germany</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Germany</td>\n",
       "      <td>DEU</td>\n",
       "      <td>...</td>\n",
       "      <td>독일</td>\n",
       "      <td>Duitsland</td>\n",
       "      <td>Niemcy</td>\n",
       "      <td>Alemanha</td>\n",
       "      <td>Германия</td>\n",
       "      <td>Tyskland</td>\n",
       "      <td>Almanya</td>\n",
       "      <td>Đức</td>\n",
       "      <td>德国</td>\n",
       "      <td>MULTIPOLYGON (((13.81572 48.76643, 13.78586 48...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Luxembourg</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>Luxembourg</td>\n",
       "      <td>LUX</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Luxembourg</td>\n",
       "      <td>LUX</td>\n",
       "      <td>...</td>\n",
       "      <td>룩셈부르크</td>\n",
       "      <td>Luxemburg</td>\n",
       "      <td>Luksemburg</td>\n",
       "      <td>Luxemburgo</td>\n",
       "      <td>Люксембург</td>\n",
       "      <td>Luxemburg</td>\n",
       "      <td>Lüksemburg</td>\n",
       "      <td>Luxembourg</td>\n",
       "      <td>卢森堡</td>\n",
       "      <td>POLYGON ((6.11749 50.12046, 6.11056 50.10599, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Belgium</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Belgium</td>\n",
       "      <td>BEL</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Belgium</td>\n",
       "      <td>BEL</td>\n",
       "      <td>...</td>\n",
       "      <td>벨기에</td>\n",
       "      <td>België</td>\n",
       "      <td>Belgia</td>\n",
       "      <td>Bélgica</td>\n",
       "      <td>Бельгия</td>\n",
       "      <td>Belgien</td>\n",
       "      <td>Belçika</td>\n",
       "      <td>Bỉ</td>\n",
       "      <td>比利时</td>\n",
       "      <td>POLYGON ((2.52180 51.08754, 2.54200 51.09687, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Austria</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>Austria</td>\n",
       "      <td>AUT</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Austria</td>\n",
       "      <td>AUT</td>\n",
       "      <td>...</td>\n",
       "      <td>오스트리아</td>\n",
       "      <td>Oostenrijk</td>\n",
       "      <td>Austria</td>\n",
       "      <td>Áustria</td>\n",
       "      <td>Австрия</td>\n",
       "      <td>Österrike</td>\n",
       "      <td>Avusturya</td>\n",
       "      <td>Áo</td>\n",
       "      <td>奥地利</td>\n",
       "      <td>POLYGON ((16.94504 48.60417, 16.95434 48.55740...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Switzerland</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>Switzerland</td>\n",
       "      <td>CHE</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Switzerland</td>\n",
       "      <td>CHE</td>\n",
       "      <td>...</td>\n",
       "      <td>스위스</td>\n",
       "      <td>Zwitserland</td>\n",
       "      <td>Szwajcaria</td>\n",
       "      <td>Suíça</td>\n",
       "      <td>Швейцария</td>\n",
       "      <td>Schweiz</td>\n",
       "      <td>İsviçre</td>\n",
       "      <td>Thụy Sĩ</td>\n",
       "      <td>瑞士</td>\n",
       "      <td>POLYGON ((10.45381 46.86443, 10.44854 46.83223...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Netherlands</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>NL1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Country</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>NLD</td>\n",
       "      <td>...</td>\n",
       "      <td>네덜란드</td>\n",
       "      <td>Nederland</td>\n",
       "      <td>Holandia</td>\n",
       "      <td>Países Baixos</td>\n",
       "      <td>Нидерланды</td>\n",
       "      <td>Nederländerna</td>\n",
       "      <td>Hollanda</td>\n",
       "      <td>Hà Lan</td>\n",
       "      <td>荷蘭</td>\n",
       "      <td>MULTIPOLYGON (((7.19459 53.24502, 7.19747 53.2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Liechtenstein</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>Liechtenstein</td>\n",
       "      <td>LIE</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Liechtenstein</td>\n",
       "      <td>LIE</td>\n",
       "      <td>...</td>\n",
       "      <td>리히텐슈타인</td>\n",
       "      <td>Liechtenstein</td>\n",
       "      <td>Liechtenstein</td>\n",
       "      <td>Liechtenstein</td>\n",
       "      <td>Лихтенштейн</td>\n",
       "      <td>Liechtenstein</td>\n",
       "      <td>Lihtenştayn</td>\n",
       "      <td>Liechtenstein</td>\n",
       "      <td>列支敦斯登</td>\n",
       "      <td>POLYGON ((9.52115 47.26280, 9.53025 47.25365, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haiti</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>Haiti</td>\n",
       "      <td>HTI</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Haiti</td>\n",
       "      <td>HTI</td>\n",
       "      <td>...</td>\n",
       "      <td>아이티</td>\n",
       "      <td>Haïti</td>\n",
       "      <td>Haiti</td>\n",
       "      <td>Haiti</td>\n",
       "      <td>Республика Гаити</td>\n",
       "      <td>Haiti</td>\n",
       "      <td>Haiti</td>\n",
       "      <td>Haiti</td>\n",
       "      <td>海地</td>\n",
       "      <td>MULTIPOLYGON (((-71.75744 19.71011, -71.74861 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dominican Rep.</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>Dominican Republic</td>\n",
       "      <td>DOM</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Dominican Republic</td>\n",
       "      <td>DOM</td>\n",
       "      <td>...</td>\n",
       "      <td>도미니카 공화국</td>\n",
       "      <td>Dominicaanse Republiek</td>\n",
       "      <td>Dominikana</td>\n",
       "      <td>República Dominicana</td>\n",
       "      <td>Доминиканская Республика</td>\n",
       "      <td>Dominikanska republiken</td>\n",
       "      <td>Dominik Cumhuriyeti</td>\n",
       "      <td>Cộng hòa Dominica</td>\n",
       "      <td>多明尼加</td>\n",
       "      <td>MULTIPOLYGON (((-71.75744 19.71011, -71.73827 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Monaco</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "      <td>Monaco</td>\n",
       "      <td>MCO</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Monaco</td>\n",
       "      <td>MCO</td>\n",
       "      <td>...</td>\n",
       "      <td>모나코</td>\n",
       "      <td>Monaco</td>\n",
       "      <td>Monako</td>\n",
       "      <td>Mónaco</td>\n",
       "      <td>Монако</td>\n",
       "      <td>Monaco</td>\n",
       "      <td>Monako</td>\n",
       "      <td>Monaco</td>\n",
       "      <td>摩纳哥</td>\n",
       "      <td>POLYGON ((7.43745 43.74336, 7.43285 43.73985, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>USNB Guantanamo Bay</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "      <td>Cuba</td>\n",
       "      <td>CUB</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Lease</td>\n",
       "      <td>US Naval Base Guantanamo Bay</td>\n",
       "      <td>USG</td>\n",
       "      <td>...</td>\n",
       "      <td>관타나모 만 해군 기지</td>\n",
       "      <td>Guantánamo Bay</td>\n",
       "      <td>Naval Station Guantanamo Bay</td>\n",
       "      <td>Base Naval da Baía de Guantánamo</td>\n",
       "      <td>Военная база Гуантанамо</td>\n",
       "      <td>Guantánamobasen</td>\n",
       "      <td>Guantanamo Bay</td>\n",
       "      <td>Căn cứ Hải quân vịnh Guantánamo</td>\n",
       "      <td>None</td>\n",
       "      <td>MULTIPOLYGON (((-75.09501 19.89723, -75.10766 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cuba</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>Cuba</td>\n",
       "      <td>CUB</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Cuba</td>\n",
       "      <td>CUB</td>\n",
       "      <td>...</td>\n",
       "      <td>쿠바</td>\n",
       "      <td>Cuba</td>\n",
       "      <td>Kuba</td>\n",
       "      <td>Cuba</td>\n",
       "      <td>Куба</td>\n",
       "      <td>Kuba</td>\n",
       "      <td>Küba</td>\n",
       "      <td>Cuba</td>\n",
       "      <td>古巴</td>\n",
       "      <td>MULTIPOLYGON (((-75.09501 19.89723, -75.09495 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Curaçao</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>NL1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Country</td>\n",
       "      <td>Curaçao</td>\n",
       "      <td>CUW</td>\n",
       "      <td>...</td>\n",
       "      <td>퀴라소</td>\n",
       "      <td>Curaçao</td>\n",
       "      <td>Curaçao</td>\n",
       "      <td>Curaçao</td>\n",
       "      <td>Кюрасао</td>\n",
       "      <td>Curaçao</td>\n",
       "      <td>Curaçao</td>\n",
       "      <td>Curaçao</td>\n",
       "      <td>库拉索</td>\n",
       "      <td>POLYGON ((-68.78075 12.09781, -68.74523 12.062...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Aruba</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>NL1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Country</td>\n",
       "      <td>Aruba</td>\n",
       "      <td>ABW</td>\n",
       "      <td>...</td>\n",
       "      <td>아루바</td>\n",
       "      <td>Aruba</td>\n",
       "      <td>Aruba</td>\n",
       "      <td>Aruba</td>\n",
       "      <td>Аруба</td>\n",
       "      <td>Aruba</td>\n",
       "      <td>Aruba</td>\n",
       "      <td>Aruba</td>\n",
       "      <td>阿魯巴</td>\n",
       "      <td>POLYGON ((-69.99694 12.57758, -69.93639 12.531...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bahamas</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>5</td>\n",
       "      <td>4</td>\n",
       "      <td>The Bahamas</td>\n",
       "      <td>BHS</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>The Bahamas</td>\n",
       "      <td>BHS</td>\n",
       "      <td>...</td>\n",
       "      <td>바하마</td>\n",
       "      <td>Bahama's</td>\n",
       "      <td>Bahamy</td>\n",
       "      <td>Bahamas</td>\n",
       "      <td>Багамские Острова</td>\n",
       "      <td>Bahamas</td>\n",
       "      <td>Bahamalar</td>\n",
       "      <td>Bahamas</td>\n",
       "      <td>巴哈马</td>\n",
       "      <td>MULTIPOLYGON (((-72.99957 21.45171, -73.03366 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Turks and Caicos Is.</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>GB1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>Turks and Caicos Islands</td>\n",
       "      <td>TCA</td>\n",
       "      <td>...</td>\n",
       "      <td>터크스 케이커스 제도</td>\n",
       "      <td>Turks- en Caicoseilanden</td>\n",
       "      <td>Turks i Caicos</td>\n",
       "      <td>Turks e Caicos</td>\n",
       "      <td>Тёркс и Кайкос</td>\n",
       "      <td>Turks- och Caicosöarna</td>\n",
       "      <td>Turks ve Caicos Adaları</td>\n",
       "      <td>Quần đảo Turks và Caicos</td>\n",
       "      <td>特克斯和凯科斯群岛</td>\n",
       "      <td>MULTIPOLYGON (((-72.46076 21.70539, -72.43342 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Trinidad and Tobago</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>Trinidad and Tobago</td>\n",
       "      <td>TTO</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Trinidad and Tobago</td>\n",
       "      <td>TTO</td>\n",
       "      <td>...</td>\n",
       "      <td>트리니다드 토바고</td>\n",
       "      <td>Trinidad en Tobago</td>\n",
       "      <td>Trynidad i Tobago</td>\n",
       "      <td>Trinidad e Tobago</td>\n",
       "      <td>Тринидад и Тобаго</td>\n",
       "      <td>Trinidad och Tobago</td>\n",
       "      <td>Trinidad ve Tobago</td>\n",
       "      <td>Trinidad và Tobago</td>\n",
       "      <td>千里達及托巴哥</td>\n",
       "      <td>MULTIPOLYGON (((-61.00227 10.69937, -61.02086 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Grenada</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>Grenada</td>\n",
       "      <td>GRD</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Grenada</td>\n",
       "      <td>GRD</td>\n",
       "      <td>...</td>\n",
       "      <td>그레나다</td>\n",
       "      <td>Grenada</td>\n",
       "      <td>Grenada</td>\n",
       "      <td>Granada</td>\n",
       "      <td>Гренада</td>\n",
       "      <td>Grenada</td>\n",
       "      <td>Grenada</td>\n",
       "      <td>Grenada</td>\n",
       "      <td>格林纳达</td>\n",
       "      <td>MULTIPOLYGON (((-61.61295 12.21442, -61.60456 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. Vin. and Gren.</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>Saint Vincent and the Grenadines</td>\n",
       "      <td>VCT</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Saint Vincent and the Grenadines</td>\n",
       "      <td>VCT</td>\n",
       "      <td>...</td>\n",
       "      <td>세인트빈센트 그레나딘</td>\n",
       "      <td>Saint Vincent en de Grenadines</td>\n",
       "      <td>Saint Vincent i Grenadyny</td>\n",
       "      <td>São Vicente e Granadinas</td>\n",
       "      <td>Сент-Винсент и Гренадины</td>\n",
       "      <td>Saint Vincent och Grenadinerna</td>\n",
       "      <td>Saint Vincent ve Grenadinler</td>\n",
       "      <td>Saint Vincent và Grenadines</td>\n",
       "      <td>圣文森特和格林纳丁斯</td>\n",
       "      <td>MULTIPOLYGON (((-61.19400 13.03685, -61.20832 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Barbados</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>BRB</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>BRB</td>\n",
       "      <td>...</td>\n",
       "      <td>바베이도스</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>Барбадос</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>Barbados</td>\n",
       "      <td>巴巴多斯</td>\n",
       "      <td>POLYGON ((-59.42691 13.16039, -59.43004 13.125...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Saint Lucia</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>Saint Lucia</td>\n",
       "      <td>LCA</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Saint Lucia</td>\n",
       "      <td>LCA</td>\n",
       "      <td>...</td>\n",
       "      <td>세인트루시아</td>\n",
       "      <td>Saint Lucia</td>\n",
       "      <td>Saint Lucia</td>\n",
       "      <td>Santa Lúcia</td>\n",
       "      <td>Сент-Люсия</td>\n",
       "      <td>Saint Lucia</td>\n",
       "      <td>Saint Lucia</td>\n",
       "      <td>Saint Lucia</td>\n",
       "      <td>圣卢西亚</td>\n",
       "      <td>POLYGON ((-60.88679 14.01008, -60.88296 13.980...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Dominica</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>Dominica</td>\n",
       "      <td>DMA</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Dominica</td>\n",
       "      <td>DMA</td>\n",
       "      <td>...</td>\n",
       "      <td>도미니카 연방</td>\n",
       "      <td>Dominica</td>\n",
       "      <td>Dominika</td>\n",
       "      <td>Dominica</td>\n",
       "      <td>Доминика</td>\n",
       "      <td>Dominica</td>\n",
       "      <td>Dominika</td>\n",
       "      <td>Dominica</td>\n",
       "      <td>多米尼克</td>\n",
       "      <td>POLYGON ((-61.36286 15.20181, -61.37409 15.204...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Montserrat</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>GB1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>Montserrat</td>\n",
       "      <td>MSR</td>\n",
       "      <td>...</td>\n",
       "      <td>몬트세랫</td>\n",
       "      <td>Montserrat</td>\n",
       "      <td>Montserrat</td>\n",
       "      <td>Montserrat</td>\n",
       "      <td>Монтсеррат</td>\n",
       "      <td>Montserrat</td>\n",
       "      <td>Montserrat</td>\n",
       "      <td>Montserrat</td>\n",
       "      <td>蒙塞拉特島</td>\n",
       "      <td>POLYGON ((-62.14737 16.74429, -62.14769 16.737...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Antigua and Barb.</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>Antigua and Barbuda</td>\n",
       "      <td>ATG</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Antigua and Barbuda</td>\n",
       "      <td>ATG</td>\n",
       "      <td>...</td>\n",
       "      <td>앤티가 바부다</td>\n",
       "      <td>Antigua en Barbuda</td>\n",
       "      <td>Antigua i Barbuda</td>\n",
       "      <td>Antígua e Barbuda</td>\n",
       "      <td>Антигуа и Барбуда</td>\n",
       "      <td>Antigua och Barbuda</td>\n",
       "      <td>Antigua ve Barbuda</td>\n",
       "      <td>Antigua và Barbuda</td>\n",
       "      <td>安提瓜和巴布达</td>\n",
       "      <td>MULTIPOLYGON (((-61.88362 17.04902, -61.87922 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St. Kitts and Nevis</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>Saint Kitts and Nevis</td>\n",
       "      <td>KNA</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Saint Kitts and Nevis</td>\n",
       "      <td>KNA</td>\n",
       "      <td>...</td>\n",
       "      <td>세인트키츠 네비스</td>\n",
       "      <td>Saint Kitts en Nevis</td>\n",
       "      <td>Saint Kitts i Nevis</td>\n",
       "      <td>São Cristóvão e Nevis</td>\n",
       "      <td>Сент-Китс и Невис</td>\n",
       "      <td>Saint Kitts och Nevis</td>\n",
       "      <td>Saint Kitts ve Nevis</td>\n",
       "      <td>Saint Kitts và Nevis</td>\n",
       "      <td>聖克里斯多福與尼維斯</td>\n",
       "      <td>MULTIPOLYGON (((-62.59923 17.20295, -62.57844 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>U.S. Virgin Is.</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>United States of America</td>\n",
       "      <td>US1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>United States Virgin Islands</td>\n",
       "      <td>VIR</td>\n",
       "      <td>...</td>\n",
       "      <td>미국령 버진아일랜드</td>\n",
       "      <td>Amerikaanse Maagdeneilanden</td>\n",
       "      <td>Wyspy Dziewicze Stanów Zjednoczonych</td>\n",
       "      <td>Ilhas Virgens Americanas</td>\n",
       "      <td>Американские Виргинские острова</td>\n",
       "      <td>Amerikanska Jungfruöarna</td>\n",
       "      <td>ABD Virjin Adaları</td>\n",
       "      <td>Quần đảo Virgin thuộc Mỹ</td>\n",
       "      <td>美屬維爾京群島</td>\n",
       "      <td>MULTIPOLYGON (((-64.55940 17.75161, -64.58519 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>St-Barthélemy</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>France</td>\n",
       "      <td>FR1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>Saint Barthelemy</td>\n",
       "      <td>BLM</td>\n",
       "      <td>...</td>\n",
       "      <td>생바르텔레미</td>\n",
       "      <td>Saint-Barthélemy</td>\n",
       "      <td>Saint-Barthélemy</td>\n",
       "      <td>Coletividade de São Bartolomeu</td>\n",
       "      <td>Сен-Бартелеми</td>\n",
       "      <td>Saint-Barthélemy</td>\n",
       "      <td>Saint Barthélemy</td>\n",
       "      <td>Saint-Barthélemy</td>\n",
       "      <td>聖巴泰勒米島</td>\n",
       "      <td>POLYGON ((-62.83886 17.88198, -62.85094 17.890...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>6</td>\n",
       "      <td>5</td>\n",
       "      <td>United States of America</td>\n",
       "      <td>US1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PRI</td>\n",
       "      <td>...</td>\n",
       "      <td>푸에르토리코</td>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Portoryko</td>\n",
       "      <td>Porto Rico</td>\n",
       "      <td>Пуэрто-Рико</td>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Porto Riko</td>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>波多黎各</td>\n",
       "      <td>MULTIPOLYGON (((-67.85587 18.11469, -67.84435 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anguilla</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>GB1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>Anguilla</td>\n",
       "      <td>AIA</td>\n",
       "      <td>...</td>\n",
       "      <td>앵귈라</td>\n",
       "      <td>Anguilla</td>\n",
       "      <td>Anguilla</td>\n",
       "      <td>Anguilla</td>\n",
       "      <td>Ангилья</td>\n",
       "      <td>Anguilla</td>\n",
       "      <td>Anguilla</td>\n",
       "      <td>Anguilla</td>\n",
       "      <td>安圭拉</td>\n",
       "      <td>MULTIPOLYGON (((-63.00739 18.27302, -62.98400 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>British Virgin Is.</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>GB1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>British Virgin Islands</td>\n",
       "      <td>VGB</td>\n",
       "      <td>...</td>\n",
       "      <td>영국령 버진아일랜드</td>\n",
       "      <td>Britse Maagdeneilanden</td>\n",
       "      <td>Brytyjskie Wyspy Dziewicze</td>\n",
       "      <td>Ilhas Virgens Britânicas</td>\n",
       "      <td>Британские Виргинские острова</td>\n",
       "      <td>Brittiska Jungfruöarna</td>\n",
       "      <td>Britanya Virjin Adaları</td>\n",
       "      <td>Quần đảo Virgin thuộc Anh</td>\n",
       "      <td>英屬維爾京群島</td>\n",
       "      <td>MULTIPOLYGON (((-64.63512 18.40550, -64.64367 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Jamaica</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>Jamaica</td>\n",
       "      <td>JAM</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Sovereign country</td>\n",
       "      <td>Jamaica</td>\n",
       "      <td>JAM</td>\n",
       "      <td>...</td>\n",
       "      <td>자메이카</td>\n",
       "      <td>Jamaica</td>\n",
       "      <td>Jamajka</td>\n",
       "      <td>Jamaica</td>\n",
       "      <td>Ямайка</td>\n",
       "      <td>Jamaica</td>\n",
       "      <td>Jamaika</td>\n",
       "      <td>Jamaica</td>\n",
       "      <td>牙买加</td>\n",
       "      <td>POLYGON ((-76.26374 18.01236, -76.25678 17.996...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cayman Is.</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>GB1</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>Dependency</td>\n",
       "      <td>Cayman Islands</td>\n",
       "      <td>CYM</td>\n",
       "      <td>...</td>\n",
       "      <td>케이맨 제도</td>\n",
       "      <td>Kaaimaneilanden</td>\n",
       "      <td>Kajmany</td>\n",
       "      <td>Ilhas Cayman</td>\n",
       "      <td>острова Кайман</td>\n",
       "      <td>Caymanöarna</td>\n",
       "      <td>Cayman Adaları</td>\n",
       "      <td>Quần đảo Cayman</td>\n",
       "      <td>開曼群島</td>\n",
       "      <td>MULTIPOLYGON (((-81.13610 19.35489, -81.11754 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Bajo Nuevo Bank</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>Bajo Nuevo Bank (Petrel Is.)</td>\n",
       "      <td>BJN</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Indeterminate</td>\n",
       "      <td>Bajo Nuevo Bank (Petrel Is.)</td>\n",
       "      <td>BJN</td>\n",
       "      <td>...</td>\n",
       "      <td>바호 누에보 뱅크</td>\n",
       "      <td>Bajo Nuevo</td>\n",
       "      <td>Bajo Nuevo</td>\n",
       "      <td>Ilha Baixo Novo</td>\n",
       "      <td>Бахо-Нуэво</td>\n",
       "      <td>Bajo Nuevo</td>\n",
       "      <td>Bajo Nuevo Bank</td>\n",
       "      <td>Bajo Nuevo Bank</td>\n",
       "      <td>巴霍努埃沃礁</td>\n",
       "      <td>POLYGON ((-79.98929 15.79495, -79.98782 15.796...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Serranilla Bank</th>\n",
       "      <td>Admin-0 country</td>\n",
       "      <td>6</td>\n",
       "      <td>5</td>\n",
       "      <td>Serranilla Bank</td>\n",
       "      <td>SER</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>Indeterminate</td>\n",
       "      <td>Serranilla Bank</td>\n",
       "      <td>SER</td>\n",
       "      <td>...</td>\n",
       "      <td>세라냐 뱅크</td>\n",
       "      <td>Serranilla</td>\n",
       "      <td>Isla Serranilla</td>\n",
       "      <td>Ilha Serranilla</td>\n",
       "      <td>Серранилья-Банк</td>\n",
       "      <td>Serranilla Bank</td>\n",
       "      <td>Serranilla Bank</td>\n",
       "      <td>Serranilla Bank</td>\n",
       "      <td>塞拉纳浅滩</td>\n",
       "      <td>POLYGON ((-78.63707 15.86209, -78.64041 15.864...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>38 rows × 94 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                           featurecla  scalerank  LABELRANK  \\\n",
       "NAME                                                          \n",
       "France                Admin-0 country          0          2   \n",
       "Guyana                Admin-0 country          0          4   \n",
       "St-Martin             Admin-0 country          3          6   \n",
       "Sint Maarten          Admin-0 country          3          6   \n",
       "Germany               Admin-0 country          0          2   \n",
       "Luxembourg            Admin-0 country          0          6   \n",
       "Belgium               Admin-0 country          0          2   \n",
       "Austria               Admin-0 country          0          4   \n",
       "Switzerland           Admin-0 country          0          4   \n",
       "Netherlands           Admin-0 country          0          5   \n",
       "Liechtenstein         Admin-0 country          0          6   \n",
       "Haiti                 Admin-0 country          0          5   \n",
       "Dominican Rep.        Admin-0 country          0          5   \n",
       "Monaco                Admin-0 country          0          6   \n",
       "USNB Guantanamo Bay   Admin-0 country          0         10   \n",
       "Cuba                  Admin-0 country          0          3   \n",
       "Curaçao               Admin-0 country          3          5   \n",
       "Aruba                 Admin-0 country          3          5   \n",
       "Bahamas               Admin-0 country          5          4   \n",
       "Turks and Caicos Is.  Admin-0 country          6          6   \n",
       "Trinidad and Tobago   Admin-0 country          3          5   \n",
       "Grenada               Admin-0 country          3          6   \n",
       "St. Vin. and Gren.    Admin-0 country          6          6   \n",
       "Barbados              Admin-0 country          3          5   \n",
       "Saint Lucia           Admin-0 country          3          6   \n",
       "Dominica              Admin-0 country          3          6   \n",
       "Montserrat            Admin-0 country          3          6   \n",
       "Antigua and Barb.     Admin-0 country          3          6   \n",
       "St. Kitts and Nevis   Admin-0 country          3          6   \n",
       "U.S. Virgin Is.       Admin-0 country          3          6   \n",
       "St-Barthélemy         Admin-0 country          6          6   \n",
       "Puerto Rico           Admin-0 country          6          5   \n",
       "Anguilla              Admin-0 country          3          6   \n",
       "British Virgin Is.    Admin-0 country          3          6   \n",
       "Jamaica               Admin-0 country          1          4   \n",
       "Cayman Is.            Admin-0 country          3          5   \n",
       "Bajo Nuevo Bank       Admin-0 country          6          8   \n",
       "Serranilla Bank       Admin-0 country          6          5   \n",
       "\n",
       "                                            SOVEREIGNT SOV_A3  ADM0_DIF  \\\n",
       "NAME                                                                      \n",
       "France                                          France    FR1         1   \n",
       "Guyana                                          Guyana    GUY         0   \n",
       "St-Martin                                       France    FR1         1   \n",
       "Sint Maarten                               Netherlands    NL1         1   \n",
       "Germany                                        Germany    DEU         0   \n",
       "Luxembourg                                  Luxembourg    LUX         0   \n",
       "Belgium                                        Belgium    BEL         0   \n",
       "Austria                                        Austria    AUT         0   \n",
       "Switzerland                                Switzerland    CHE         0   \n",
       "Netherlands                                Netherlands    NL1         1   \n",
       "Liechtenstein                            Liechtenstein    LIE         0   \n",
       "Haiti                                            Haiti    HTI         0   \n",
       "Dominican Rep.                      Dominican Republic    DOM         0   \n",
       "Monaco                                          Monaco    MCO         0   \n",
       "USNB Guantanamo Bay                               Cuba    CUB         1   \n",
       "Cuba                                              Cuba    CUB         0   \n",
       "Curaçao                                    Netherlands    NL1         1   \n",
       "Aruba                                      Netherlands    NL1         1   \n",
       "Bahamas                                    The Bahamas    BHS         0   \n",
       "Turks and Caicos Is.                    United Kingdom    GB1         1   \n",
       "Trinidad and Tobago                Trinidad and Tobago    TTO         0   \n",
       "Grenada                                        Grenada    GRD         0   \n",
       "St. Vin. and Gren.    Saint Vincent and the Grenadines    VCT         0   \n",
       "Barbados                                      Barbados    BRB         0   \n",
       "Saint Lucia                                Saint Lucia    LCA         0   \n",
       "Dominica                                      Dominica    DMA         0   \n",
       "Montserrat                              United Kingdom    GB1         1   \n",
       "Antigua and Barb.                  Antigua and Barbuda    ATG         0   \n",
       "St. Kitts and Nevis              Saint Kitts and Nevis    KNA         0   \n",
       "U.S. Virgin Is.               United States of America    US1         1   \n",
       "St-Barthélemy                                   France    FR1         1   \n",
       "Puerto Rico                   United States of America    US1         1   \n",
       "Anguilla                                United Kingdom    GB1         1   \n",
       "British Virgin Is.                      United Kingdom    GB1         1   \n",
       "Jamaica                                        Jamaica    JAM         0   \n",
       "Cayman Is.                              United Kingdom    GB1         1   \n",
       "Bajo Nuevo Bank           Bajo Nuevo Bank (Petrel Is.)    BJN         0   \n",
       "Serranilla Bank                        Serranilla Bank    SER         0   \n",
       "\n",
       "                      LEVEL               TYPE  \\\n",
       "NAME                                             \n",
       "France                    2            Country   \n",
       "Guyana                    2  Sovereign country   \n",
       "St-Martin                 2         Dependency   \n",
       "Sint Maarten              2            Country   \n",
       "Germany                   2  Sovereign country   \n",
       "Luxembourg                2  Sovereign country   \n",
       "Belgium                   2  Sovereign country   \n",
       "Austria                   2  Sovereign country   \n",
       "Switzerland               2  Sovereign country   \n",
       "Netherlands               2            Country   \n",
       "Liechtenstein             2  Sovereign country   \n",
       "Haiti                     2  Sovereign country   \n",
       "Dominican Rep.            2  Sovereign country   \n",
       "Monaco                    2  Sovereign country   \n",
       "USNB Guantanamo Bay       2              Lease   \n",
       "Cuba                      2  Sovereign country   \n",
       "Curaçao                   2            Country   \n",
       "Aruba                     2            Country   \n",
       "Bahamas                   2  Sovereign country   \n",
       "Turks and Caicos Is.      2         Dependency   \n",
       "Trinidad and Tobago       2  Sovereign country   \n",
       "Grenada                   2  Sovereign country   \n",
       "St. Vin. and Gren.        2  Sovereign country   \n",
       "Barbados                  2  Sovereign country   \n",
       "Saint Lucia               2  Sovereign country   \n",
       "Dominica                  2  Sovereign country   \n",
       "Montserrat                2         Dependency   \n",
       "Antigua and Barb.         2  Sovereign country   \n",
       "St. Kitts and Nevis       2  Sovereign country   \n",
       "U.S. Virgin Is.           2         Dependency   \n",
       "St-Barthélemy             2         Dependency   \n",
       "Puerto Rico               2         Dependency   \n",
       "Anguilla                  2         Dependency   \n",
       "British Virgin Is.        2         Dependency   \n",
       "Jamaica                   2  Sovereign country   \n",
       "Cayman Is.                2         Dependency   \n",
       "Bajo Nuevo Bank           2      Indeterminate   \n",
       "Serranilla Bank           2      Indeterminate   \n",
       "\n",
       "                                                 ADMIN ADM0_A3  ...  \\\n",
       "NAME                                                            ...   \n",
       "France                                          France     FRA  ...   \n",
       "Guyana                                          Guyana     GUY  ...   \n",
       "St-Martin                                 Saint Martin     MAF  ...   \n",
       "Sint Maarten                              Sint Maarten     SXM  ...   \n",
       "Germany                                        Germany     DEU  ...   \n",
       "Luxembourg                                  Luxembourg     LUX  ...   \n",
       "Belgium                                        Belgium     BEL  ...   \n",
       "Austria                                        Austria     AUT  ...   \n",
       "Switzerland                                Switzerland     CHE  ...   \n",
       "Netherlands                                Netherlands     NLD  ...   \n",
       "Liechtenstein                            Liechtenstein     LIE  ...   \n",
       "Haiti                                            Haiti     HTI  ...   \n",
       "Dominican Rep.                      Dominican Republic     DOM  ...   \n",
       "Monaco                                          Monaco     MCO  ...   \n",
       "USNB Guantanamo Bay       US Naval Base Guantanamo Bay     USG  ...   \n",
       "Cuba                                              Cuba     CUB  ...   \n",
       "Curaçao                                        Curaçao     CUW  ...   \n",
       "Aruba                                            Aruba     ABW  ...   \n",
       "Bahamas                                    The Bahamas     BHS  ...   \n",
       "Turks and Caicos Is.          Turks and Caicos Islands     TCA  ...   \n",
       "Trinidad and Tobago                Trinidad and Tobago     TTO  ...   \n",
       "Grenada                                        Grenada     GRD  ...   \n",
       "St. Vin. and Gren.    Saint Vincent and the Grenadines     VCT  ...   \n",
       "Barbados                                      Barbados     BRB  ...   \n",
       "Saint Lucia                                Saint Lucia     LCA  ...   \n",
       "Dominica                                      Dominica     DMA  ...   \n",
       "Montserrat                                  Montserrat     MSR  ...   \n",
       "Antigua and Barb.                  Antigua and Barbuda     ATG  ...   \n",
       "St. Kitts and Nevis              Saint Kitts and Nevis     KNA  ...   \n",
       "U.S. Virgin Is.           United States Virgin Islands     VIR  ...   \n",
       "St-Barthélemy                         Saint Barthelemy     BLM  ...   \n",
       "Puerto Rico                                Puerto Rico     PRI  ...   \n",
       "Anguilla                                      Anguilla     AIA  ...   \n",
       "British Virgin Is.              British Virgin Islands     VGB  ...   \n",
       "Jamaica                                        Jamaica     JAM  ...   \n",
       "Cayman Is.                              Cayman Islands     CYM  ...   \n",
       "Bajo Nuevo Bank           Bajo Nuevo Bank (Petrel Is.)     BJN  ...   \n",
       "Serranilla Bank                        Serranilla Bank     SER  ...   \n",
       "\n",
       "                           NAME_KO                         NAME_NL  \\\n",
       "NAME                                                                 \n",
       "France                         프랑스                       Frankrijk   \n",
       "Guyana                        가이아나                          Guyana   \n",
       "St-Martin                     생마르탱                    Sint-Maarten   \n",
       "Sint Maarten                 신트마르턴                    Sint Maarten   \n",
       "Germany                         독일                       Duitsland   \n",
       "Luxembourg                   룩셈부르크                       Luxemburg   \n",
       "Belgium                        벨기에                          België   \n",
       "Austria                      오스트리아                      Oostenrijk   \n",
       "Switzerland                    스위스                     Zwitserland   \n",
       "Netherlands                   네덜란드                       Nederland   \n",
       "Liechtenstein               리히텐슈타인                   Liechtenstein   \n",
       "Haiti                          아이티                           Haïti   \n",
       "Dominican Rep.            도미니카 공화국          Dominicaanse Republiek   \n",
       "Monaco                         모나코                          Monaco   \n",
       "USNB Guantanamo Bay   관타나모 만 해군 기지                  Guantánamo Bay   \n",
       "Cuba                            쿠바                            Cuba   \n",
       "Curaçao                        퀴라소                         Curaçao   \n",
       "Aruba                          아루바                           Aruba   \n",
       "Bahamas                        바하마                        Bahama's   \n",
       "Turks and Caicos Is.   터크스 케이커스 제도        Turks- en Caicoseilanden   \n",
       "Trinidad and Tobago      트리니다드 토바고              Trinidad en Tobago   \n",
       "Grenada                       그레나다                         Grenada   \n",
       "St. Vin. and Gren.     세인트빈센트 그레나딘  Saint Vincent en de Grenadines   \n",
       "Barbados                     바베이도스                        Barbados   \n",
       "Saint Lucia                 세인트루시아                     Saint Lucia   \n",
       "Dominica                   도미니카 연방                        Dominica   \n",
       "Montserrat                    몬트세랫                      Montserrat   \n",
       "Antigua and Barb.          앤티가 바부다              Antigua en Barbuda   \n",
       "St. Kitts and Nevis      세인트키츠 네비스            Saint Kitts en Nevis   \n",
       "U.S. Virgin Is.         미국령 버진아일랜드     Amerikaanse Maagdeneilanden   \n",
       "St-Barthélemy               생바르텔레미                Saint-Barthélemy   \n",
       "Puerto Rico                 푸에르토리코                     Puerto Rico   \n",
       "Anguilla                       앵귈라                        Anguilla   \n",
       "British Virgin Is.      영국령 버진아일랜드          Britse Maagdeneilanden   \n",
       "Jamaica                       자메이카                         Jamaica   \n",
       "Cayman Is.                  케이맨 제도                 Kaaimaneilanden   \n",
       "Bajo Nuevo Bank          바호 누에보 뱅크                      Bajo Nuevo   \n",
       "Serranilla Bank             세라냐 뱅크                      Serranilla   \n",
       "\n",
       "                                                   NAME_PL  \\\n",
       "NAME                                                         \n",
       "France                                             Francja   \n",
       "Guyana                                              Gujana   \n",
       "St-Martin                                     Saint-Martin   \n",
       "Sint Maarten                                  Sint Maarten   \n",
       "Germany                                             Niemcy   \n",
       "Luxembourg                                      Luksemburg   \n",
       "Belgium                                             Belgia   \n",
       "Austria                                            Austria   \n",
       "Switzerland                                     Szwajcaria   \n",
       "Netherlands                                       Holandia   \n",
       "Liechtenstein                                Liechtenstein   \n",
       "Haiti                                                Haiti   \n",
       "Dominican Rep.                                  Dominikana   \n",
       "Monaco                                              Monako   \n",
       "USNB Guantanamo Bay           Naval Station Guantanamo Bay   \n",
       "Cuba                                                  Kuba   \n",
       "Curaçao                                            Curaçao   \n",
       "Aruba                                                Aruba   \n",
       "Bahamas                                             Bahamy   \n",
       "Turks and Caicos Is.                        Turks i Caicos   \n",
       "Trinidad and Tobago                      Trynidad i Tobago   \n",
       "Grenada                                            Grenada   \n",
       "St. Vin. and Gren.               Saint Vincent i Grenadyny   \n",
       "Barbados                                          Barbados   \n",
       "Saint Lucia                                    Saint Lucia   \n",
       "Dominica                                          Dominika   \n",
       "Montserrat                                      Montserrat   \n",
       "Antigua and Barb.                        Antigua i Barbuda   \n",
       "St. Kitts and Nevis                    Saint Kitts i Nevis   \n",
       "U.S. Virgin Is.       Wyspy Dziewicze Stanów Zjednoczonych   \n",
       "St-Barthélemy                             Saint-Barthélemy   \n",
       "Puerto Rico                                      Portoryko   \n",
       "Anguilla                                          Anguilla   \n",
       "British Virgin Is.              Brytyjskie Wyspy Dziewicze   \n",
       "Jamaica                                            Jamajka   \n",
       "Cayman Is.                                         Kajmany   \n",
       "Bajo Nuevo Bank                                 Bajo Nuevo   \n",
       "Serranilla Bank                            Isla Serranilla   \n",
       "\n",
       "                                               NAME_PT  \\\n",
       "NAME                                                     \n",
       "France                                          França   \n",
       "Guyana                                          Guiana   \n",
       "St-Martin                                 São Martinho   \n",
       "Sint Maarten                              São Martinho   \n",
       "Germany                                       Alemanha   \n",
       "Luxembourg                                  Luxemburgo   \n",
       "Belgium                                        Bélgica   \n",
       "Austria                                        Áustria   \n",
       "Switzerland                                      Suíça   \n",
       "Netherlands                              Países Baixos   \n",
       "Liechtenstein                            Liechtenstein   \n",
       "Haiti                                            Haiti   \n",
       "Dominican Rep.                    República Dominicana   \n",
       "Monaco                                          Mónaco   \n",
       "USNB Guantanamo Bay   Base Naval da Baía de Guantánamo   \n",
       "Cuba                                              Cuba   \n",
       "Curaçao                                        Curaçao   \n",
       "Aruba                                            Aruba   \n",
       "Bahamas                                        Bahamas   \n",
       "Turks and Caicos Is.                    Turks e Caicos   \n",
       "Trinidad and Tobago                  Trinidad e Tobago   \n",
       "Grenada                                        Granada   \n",
       "St. Vin. and Gren.            São Vicente e Granadinas   \n",
       "Barbados                                      Barbados   \n",
       "Saint Lucia                                Santa Lúcia   \n",
       "Dominica                                      Dominica   \n",
       "Montserrat                                  Montserrat   \n",
       "Antigua and Barb.                    Antígua e Barbuda   \n",
       "St. Kitts and Nevis              São Cristóvão e Nevis   \n",
       "U.S. Virgin Is.               Ilhas Virgens Americanas   \n",
       "St-Barthélemy           Coletividade de São Bartolomeu   \n",
       "Puerto Rico                                 Porto Rico   \n",
       "Anguilla                                      Anguilla   \n",
       "British Virgin Is.            Ilhas Virgens Britânicas   \n",
       "Jamaica                                        Jamaica   \n",
       "Cayman Is.                                Ilhas Cayman   \n",
       "Bajo Nuevo Bank                        Ilha Baixo Novo   \n",
       "Serranilla Bank                        Ilha Serranilla   \n",
       "\n",
       "                                              NAME_RU  \\\n",
       "NAME                                                    \n",
       "France                                        Франция   \n",
       "Guyana                                         Гайана   \n",
       "St-Martin                                  Сен-Мартен   \n",
       "Sint Maarten                              Синт-Мартен   \n",
       "Germany                                      Германия   \n",
       "Luxembourg                                 Люксембург   \n",
       "Belgium                                       Бельгия   \n",
       "Austria                                       Австрия   \n",
       "Switzerland                                 Швейцария   \n",
       "Netherlands                                Нидерланды   \n",
       "Liechtenstein                             Лихтенштейн   \n",
       "Haiti                                Республика Гаити   \n",
       "Dominican Rep.               Доминиканская Республика   \n",
       "Monaco                                         Монако   \n",
       "USNB Guantanamo Bay           Военная база Гуантанамо   \n",
       "Cuba                                             Куба   \n",
       "Curaçao                                       Кюрасао   \n",
       "Aruba                                           Аруба   \n",
       "Bahamas                             Багамские Острова   \n",
       "Turks and Caicos Is.                   Тёркс и Кайкос   \n",
       "Trinidad and Tobago                 Тринидад и Тобаго   \n",
       "Grenada                                       Гренада   \n",
       "St. Vin. and Gren.           Сент-Винсент и Гренадины   \n",
       "Barbados                                     Барбадос   \n",
       "Saint Lucia                                Сент-Люсия   \n",
       "Dominica                                     Доминика   \n",
       "Montserrat                                 Монтсеррат   \n",
       "Antigua and Barb.                   Антигуа и Барбуда   \n",
       "St. Kitts and Nevis                 Сент-Китс и Невис   \n",
       "U.S. Virgin Is.       Американские Виргинские острова   \n",
       "St-Barthélemy                           Сен-Бартелеми   \n",
       "Puerto Rico                               Пуэрто-Рико   \n",
       "Anguilla                                      Ангилья   \n",
       "British Virgin Is.      Британские Виргинские острова   \n",
       "Jamaica                                        Ямайка   \n",
       "Cayman Is.                             острова Кайман   \n",
       "Bajo Nuevo Bank                            Бахо-Нуэво   \n",
       "Serranilla Bank                       Серранилья-Банк   \n",
       "\n",
       "                                             NAME_SV  \\\n",
       "NAME                                                   \n",
       "France                                     Frankrike   \n",
       "Guyana                                        Guyana   \n",
       "St-Martin                               Saint Martin   \n",
       "Sint Maarten                            Sint Maarten   \n",
       "Germany                                     Tyskland   \n",
       "Luxembourg                                 Luxemburg   \n",
       "Belgium                                      Belgien   \n",
       "Austria                                    Österrike   \n",
       "Switzerland                                  Schweiz   \n",
       "Netherlands                            Nederländerna   \n",
       "Liechtenstein                          Liechtenstein   \n",
       "Haiti                                          Haiti   \n",
       "Dominican Rep.               Dominikanska republiken   \n",
       "Monaco                                        Monaco   \n",
       "USNB Guantanamo Bay                  Guantánamobasen   \n",
       "Cuba                                            Kuba   \n",
       "Curaçao                                      Curaçao   \n",
       "Aruba                                          Aruba   \n",
       "Bahamas                                      Bahamas   \n",
       "Turks and Caicos Is.          Turks- och Caicosöarna   \n",
       "Trinidad and Tobago              Trinidad och Tobago   \n",
       "Grenada                                      Grenada   \n",
       "St. Vin. and Gren.    Saint Vincent och Grenadinerna   \n",
       "Barbados                                    Barbados   \n",
       "Saint Lucia                              Saint Lucia   \n",
       "Dominica                                    Dominica   \n",
       "Montserrat                                Montserrat   \n",
       "Antigua and Barb.                Antigua och Barbuda   \n",
       "St. Kitts and Nevis            Saint Kitts och Nevis   \n",
       "U.S. Virgin Is.             Amerikanska Jungfruöarna   \n",
       "St-Barthélemy                       Saint-Barthélemy   \n",
       "Puerto Rico                              Puerto Rico   \n",
       "Anguilla                                    Anguilla   \n",
       "British Virgin Is.            Brittiska Jungfruöarna   \n",
       "Jamaica                                      Jamaica   \n",
       "Cayman Is.                               Caymanöarna   \n",
       "Bajo Nuevo Bank                           Bajo Nuevo   \n",
       "Serranilla Bank                      Serranilla Bank   \n",
       "\n",
       "                                           NAME_TR  \\\n",
       "NAME                                                 \n",
       "France                                      Fransa   \n",
       "Guyana                                      Guyana   \n",
       "St-Martin                             Saint Martin   \n",
       "Sint Maarten                          Sint Maarten   \n",
       "Germany                                    Almanya   \n",
       "Luxembourg                              Lüksemburg   \n",
       "Belgium                                    Belçika   \n",
       "Austria                                  Avusturya   \n",
       "Switzerland                                İsviçre   \n",
       "Netherlands                               Hollanda   \n",
       "Liechtenstein                          Lihtenştayn   \n",
       "Haiti                                        Haiti   \n",
       "Dominican Rep.                 Dominik Cumhuriyeti   \n",
       "Monaco                                      Monako   \n",
       "USNB Guantanamo Bay                 Guantanamo Bay   \n",
       "Cuba                                          Küba   \n",
       "Curaçao                                    Curaçao   \n",
       "Aruba                                        Aruba   \n",
       "Bahamas                                  Bahamalar   \n",
       "Turks and Caicos Is.       Turks ve Caicos Adaları   \n",
       "Trinidad and Tobago             Trinidad ve Tobago   \n",
       "Grenada                                    Grenada   \n",
       "St. Vin. and Gren.    Saint Vincent ve Grenadinler   \n",
       "Barbados                                  Barbados   \n",
       "Saint Lucia                            Saint Lucia   \n",
       "Dominica                                  Dominika   \n",
       "Montserrat                              Montserrat   \n",
       "Antigua and Barb.               Antigua ve Barbuda   \n",
       "St. Kitts and Nevis           Saint Kitts ve Nevis   \n",
       "U.S. Virgin Is.                 ABD Virjin Adaları   \n",
       "St-Barthélemy                     Saint Barthélemy   \n",
       "Puerto Rico                             Porto Riko   \n",
       "Anguilla                                  Anguilla   \n",
       "British Virgin Is.         Britanya Virjin Adaları   \n",
       "Jamaica                                    Jamaika   \n",
       "Cayman Is.                          Cayman Adaları   \n",
       "Bajo Nuevo Bank                    Bajo Nuevo Bank   \n",
       "Serranilla Bank                    Serranilla Bank   \n",
       "\n",
       "                                              NAME_VI     NAME_ZH  \\\n",
       "NAME                                                                \n",
       "France                                           Pháp          法国   \n",
       "Guyana                                         Guyana         圭亚那   \n",
       "St-Martin                                Saint-Martin       法屬聖馬丁   \n",
       "Sint Maarten                             Sint Maarten       荷屬聖馬丁   \n",
       "Germany                                           Đức          德国   \n",
       "Luxembourg                                 Luxembourg         卢森堡   \n",
       "Belgium                                            Bỉ         比利时   \n",
       "Austria                                            Áo         奥地利   \n",
       "Switzerland                                   Thụy Sĩ          瑞士   \n",
       "Netherlands                                    Hà Lan          荷蘭   \n",
       "Liechtenstein                           Liechtenstein       列支敦斯登   \n",
       "Haiti                                           Haiti          海地   \n",
       "Dominican Rep.                      Cộng hòa Dominica        多明尼加   \n",
       "Monaco                                         Monaco         摩纳哥   \n",
       "USNB Guantanamo Bay   Căn cứ Hải quân vịnh Guantánamo        None   \n",
       "Cuba                                             Cuba          古巴   \n",
       "Curaçao                                       Curaçao         库拉索   \n",
       "Aruba                                           Aruba         阿魯巴   \n",
       "Bahamas                                       Bahamas         巴哈马   \n",
       "Turks and Caicos Is.         Quần đảo Turks và Caicos   特克斯和凯科斯群岛   \n",
       "Trinidad and Tobago                Trinidad và Tobago     千里達及托巴哥   \n",
       "Grenada                                       Grenada        格林纳达   \n",
       "St. Vin. and Gren.        Saint Vincent và Grenadines  圣文森特和格林纳丁斯   \n",
       "Barbados                                     Barbados        巴巴多斯   \n",
       "Saint Lucia                               Saint Lucia        圣卢西亚   \n",
       "Dominica                                     Dominica        多米尼克   \n",
       "Montserrat                                 Montserrat       蒙塞拉特島   \n",
       "Antigua and Barb.                  Antigua và Barbuda     安提瓜和巴布达   \n",
       "St. Kitts and Nevis              Saint Kitts và Nevis  聖克里斯多福與尼維斯   \n",
       "U.S. Virgin Is.              Quần đảo Virgin thuộc Mỹ     美屬維爾京群島   \n",
       "St-Barthélemy                        Saint-Barthélemy      聖巴泰勒米島   \n",
       "Puerto Rico                               Puerto Rico        波多黎各   \n",
       "Anguilla                                     Anguilla         安圭拉   \n",
       "British Virgin Is.          Quần đảo Virgin thuộc Anh     英屬維爾京群島   \n",
       "Jamaica                                       Jamaica         牙买加   \n",
       "Cayman Is.                            Quần đảo Cayman        開曼群島   \n",
       "Bajo Nuevo Bank                       Bajo Nuevo Bank      巴霍努埃沃礁   \n",
       "Serranilla Bank                       Serranilla Bank       塞拉纳浅滩   \n",
       "\n",
       "                                                               geometry  \n",
       "NAME                                                                     \n",
       "France                MULTIPOLYGON (((-54.11153 2.11427, -54.13491 2...  \n",
       "Guyana                MULTIPOLYGON (((-56.48182 1.94161, -56.52851 1...  \n",
       "St-Martin             POLYGON ((-63.01757 18.03339, -63.08589 18.058...  \n",
       "Sint Maarten          POLYGON ((-63.10700 18.06212, -63.08589 18.058...  \n",
       "Germany               MULTIPOLYGON (((13.81572 48.76643, 13.78586 48...  \n",
       "Luxembourg            POLYGON ((6.11749 50.12046, 6.11056 50.10599, ...  \n",
       "Belgium               POLYGON ((2.52180 51.08754, 2.54200 51.09687, ...  \n",
       "Austria               POLYGON ((16.94504 48.60417, 16.95434 48.55740...  \n",
       "Switzerland           POLYGON ((10.45381 46.86443, 10.44854 46.83223...  \n",
       "Netherlands           MULTIPOLYGON (((7.19459 53.24502, 7.19747 53.2...  \n",
       "Liechtenstein         POLYGON ((9.52115 47.26280, 9.53025 47.25365, ...  \n",
       "Haiti                 MULTIPOLYGON (((-71.75744 19.71011, -71.74861 ...  \n",
       "Dominican Rep.        MULTIPOLYGON (((-71.75744 19.71011, -71.73827 ...  \n",
       "Monaco                POLYGON ((7.43745 43.74336, 7.43285 43.73985, ...  \n",
       "USNB Guantanamo Bay   MULTIPOLYGON (((-75.09501 19.89723, -75.10766 ...  \n",
       "Cuba                  MULTIPOLYGON (((-75.09501 19.89723, -75.09495 ...  \n",
       "Curaçao               POLYGON ((-68.78075 12.09781, -68.74523 12.062...  \n",
       "Aruba                 POLYGON ((-69.99694 12.57758, -69.93639 12.531...  \n",
       "Bahamas               MULTIPOLYGON (((-72.99957 21.45171, -73.03366 ...  \n",
       "Turks and Caicos Is.  MULTIPOLYGON (((-72.46076 21.70539, -72.43342 ...  \n",
       "Trinidad and Tobago   MULTIPOLYGON (((-61.00227 10.69937, -61.02086 ...  \n",
       "Grenada               MULTIPOLYGON (((-61.61295 12.21442, -61.60456 ...  \n",
       "St. Vin. and Gren.    MULTIPOLYGON (((-61.19400 13.03685, -61.20832 ...  \n",
       "Barbados              POLYGON ((-59.42691 13.16039, -59.43004 13.125...  \n",
       "Saint Lucia           POLYGON ((-60.88679 14.01008, -60.88296 13.980...  \n",
       "Dominica              POLYGON ((-61.36286 15.20181, -61.37409 15.204...  \n",
       "Montserrat            POLYGON ((-62.14737 16.74429, -62.14769 16.737...  \n",
       "Antigua and Barb.     MULTIPOLYGON (((-61.88362 17.04902, -61.87922 ...  \n",
       "St. Kitts and Nevis   MULTIPOLYGON (((-62.59923 17.20295, -62.57844 ...  \n",
       "U.S. Virgin Is.       MULTIPOLYGON (((-64.55940 17.75161, -64.58519 ...  \n",
       "St-Barthélemy         POLYGON ((-62.83886 17.88198, -62.85094 17.890...  \n",
       "Puerto Rico           MULTIPOLYGON (((-67.85587 18.11469, -67.84435 ...  \n",
       "Anguilla              MULTIPOLYGON (((-63.00739 18.27302, -62.98400 ...  \n",
       "British Virgin Is.    MULTIPOLYGON (((-64.63512 18.40550, -64.64367 ...  \n",
       "Jamaica               POLYGON ((-76.26374 18.01236, -76.25678 17.996...  \n",
       "Cayman Is.            MULTIPOLYGON (((-81.13610 19.35489, -81.11754 ...  \n",
       "Bajo Nuevo Bank       POLYGON ((-79.98929 15.79495, -79.98782 15.796...  \n",
       "Serranilla Bank       POLYGON ((-78.63707 15.86209, -78.64041 15.864...  \n",
       "\n",
       "[38 rows x 94 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "carib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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