scrap_coordinate.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = 'https://geocode.arcgis.com/arcgis/rest/services/World/GeocodeServer/findAddressCandidates?SingleLine=Kalipare, Malang Kabupaten, Jawa Timur, IDN&f=json&outSR=%7B%22wkid%22%3A102100%7D&outFields=*&countryCode=IDN&distance=50000&location=%7B%22x%22%3A12514755.34118177%2C%22y%22%3A-914900.4495666418%2C%22spatialReference%22%3A%7B%22wkid%22%3A102100%7D%7D&maxLocations=6'\n",
    "url = 'https://geocode.arcgis.com/arcgis/rest/services/World/GeocodeServer/findAddressCandidates?SingleLine=Kalipare, Malang Kabupaten, Jawa Timur, IDN&f=json&outFields=*&countryCode=IDN&distance=50000&location=%7B%22x%22%3A12514755.34118177%2C%22y%22%3A-914900.4495666418%2C%22spatialReference%22%3A%7B%22wkid%22%3A102100%7D%7D&maxLocations=6'\n",
    "url = 'https://geocode.arcgis.com/arcgis/rest/services/World/GeocodeServer/findAddressCandidates?SingleLine=cibereng, terisi, indramayu, Jawa barat, IDN&f=json&outFields=*&countryCode=IDN&distance=50000&location=%7B%22x%22%3A12514755.34118177%2C%22y%22%3A-914900.4495666418%2C%22spatialReference%22%3A%7B%22wkid%22%3A102100%7D%7D&maxLocations=1'\n",
    "# JAWA BARAT_INDRAMAYU_TERISI_CIBERENG\n",
    "data = requests.get(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'spatialReference': {'wkid': 4326, 'latestWkid': 4326},\n",
       " 'candidates': [{'address': 'Cibereng, Terisi, Jawa Barat',\n",
       "   'location': {'x': 108.16669000000007, 'y': -6.454839999999933},\n",
       "   'score': 100,\n",
       "   'attributes': {'Loc_name': 'World',\n",
       "    'Status': 'M',\n",
       "    'Score': 100,\n",
       "    'Match_addr': 'Cibereng, Terisi, Jawa Barat',\n",
       "    'LongLabel': 'Cibereng, Terisi, Jawa Barat, IDN',\n",
       "    'ShortLabel': 'Cibereng',\n",
       "    'Addr_type': 'Locality',\n",
       "    'Type': 'City',\n",
       "    'PlaceName': 'Cibereng',\n",
       "    'Place_addr': 'Terisi, Jawa Barat',\n",
       "    'Phone': '',\n",
       "    'URL': '',\n",
       "    'Rank': 15,\n",
       "    'AddBldg': '',\n",
       "    'AddNum': '',\n",
       "    'AddNumFrom': '',\n",
       "    'AddNumTo': '',\n",
       "    'AddRange': '',\n",
       "    'Side': '',\n",
       "    'StPreDir': '',\n",
       "    'StPreType': '',\n",
       "    'StName': '',\n",
       "    'StType': '',\n",
       "    'StDir': '',\n",
       "    'BldgType': '',\n",
       "    'BldgName': '',\n",
       "    'LevelType': '',\n",
       "    'LevelName': '',\n",
       "    'UnitType': '',\n",
       "    'UnitName': '',\n",
       "    'SubAddr': '',\n",
       "    'StAddr': '',\n",
       "    'Block': '',\n",
       "    'Sector': '',\n",
       "    'Nbrhd': 'Cibereng',\n",
       "    'District': 'Terisi',\n",
       "    'City': 'Terisi',\n",
       "    'MetroArea': '',\n",
       "    'Subregion': '',\n",
       "    'Region': 'Jawa Barat',\n",
       "    'RegionAbbr': 'ID-JB',\n",
       "    'Territory': '',\n",
       "    'Zone': '',\n",
       "    'Postal': '',\n",
       "    'PostalExt': '',\n",
       "    'Country': 'IDN',\n",
       "    'CntryName': 'Indonesia',\n",
       "    'LangCode': 'IND',\n",
       "    'Distance': 507427.7899104902,\n",
       "    'X': 108.16669000000007,\n",
       "    'Y': -6.454839999999933,\n",
       "    'DisplayX': 108.16669000000007,\n",
       "    'DisplayY': -6.454839999999933,\n",
       "    'Xmin': 108.15669000000007,\n",
       "    'Xmax': 108.17669000000008,\n",
       "    'Ymin': -6.464839999999933,\n",
       "    'Ymax': -6.4448399999999335,\n",
       "    'ExInfo': ''},\n",
       "   'extent': {'xmin': 108.15669000000007,\n",
       "    'ymin': -6.464839999999933,\n",
       "    'xmax': 108.17669000000008,\n",
       "    'ymax': -6.4448399999999335}}]}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\yosia\\AppData\\Local\\Temp\\ipykernel_30452\\2219118811.py:1: DtypeWarning: Columns (4) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  df = pd.read_csv('jabar_newcomers.csv')\n"
     ]
    }
   ],
   "source": [
    "df = pd.read_csv('jabar_newcomers.csv')\n",
    "df_kecamatan = pd.read_csv('kecamatan.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "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>kec_code</th>\n",
       "      <th>provinsi</th>\n",
       "      <th>kabkota</th>\n",
       "      <th>kecamatan</th>\n",
       "      <th>code</th>\n",
       "      <th>desa</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>11.01.01</td>\n",
       "      <td>ACEH</td>\n",
       "      <td>KAB. ACEH SELATAN</td>\n",
       "      <td>Bakongan</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>11.01.02</td>\n",
       "      <td>ACEH</td>\n",
       "      <td>KAB. ACEH SELATAN</td>\n",
       "      <td>Kluet Utara</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>11.01.03</td>\n",
       "      <td>ACEH</td>\n",
       "      <td>KAB. ACEH SELATAN</td>\n",
       "      <td>Kluet Selatan</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>11.01.04</td>\n",
       "      <td>ACEH</td>\n",
       "      <td>KAB. ACEH SELATAN</td>\n",
       "      <td>Labuhan Haji</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>11.01.05</td>\n",
       "      <td>ACEH</td>\n",
       "      <td>KAB. ACEH SELATAN</td>\n",
       "      <td>Meukek</td>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7225</th>\n",
       "      <td>92.71.06</td>\n",
       "      <td>PAPUA BARAT</td>\n",
       "      <td>KOTA SORONG</td>\n",
       "      <td>Sorong Manoi</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7226</th>\n",
       "      <td>92.71.07</td>\n",
       "      <td>PAPUA BARAT</td>\n",
       "      <td>KOTA SORONG</td>\n",
       "      <td>Sorong Kota</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7227</th>\n",
       "      <td>92.71.08</td>\n",
       "      <td>PAPUA BARAT</td>\n",
       "      <td>KOTA SORONG</td>\n",
       "      <td>Klaurung</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7228</th>\n",
       "      <td>92.71.09</td>\n",
       "      <td>PAPUA BARAT</td>\n",
       "      <td>KOTA SORONG</td>\n",
       "      <td>Malaimsimsa</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7229</th>\n",
       "      <td>92.71.10</td>\n",
       "      <td>PAPUA BARAT</td>\n",
       "      <td>KOTA SORONG</td>\n",
       "      <td>Maladum Mes</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7230 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      kec_code     provinsi            kabkota      kecamatan  code  desa\n",
       "0     11.01.01         ACEH  KAB. ACEH SELATAN       Bakongan     7     7\n",
       "1     11.01.02         ACEH  KAB. ACEH SELATAN    Kluet Utara    21    21\n",
       "2     11.01.03         ACEH  KAB. ACEH SELATAN  Kluet Selatan    17    17\n",
       "3     11.01.04         ACEH  KAB. ACEH SELATAN   Labuhan Haji    16    16\n",
       "4     11.01.05         ACEH  KAB. ACEH SELATAN         Meukek    23    23\n",
       "...        ...          ...                ...            ...   ...   ...\n",
       "7225  92.71.06  PAPUA BARAT        KOTA SORONG   Sorong Manoi     5     5\n",
       "7226  92.71.07  PAPUA BARAT        KOTA SORONG    Sorong Kota     4     4\n",
       "7227  92.71.08  PAPUA BARAT        KOTA SORONG       Klaurung     4     4\n",
       "7228  92.71.09  PAPUA BARAT        KOTA SORONG    Malaimsimsa     4     4\n",
       "7229  92.71.10  PAPUA BARAT        KOTA SORONG    Maladum Mes     4     4\n",
       "\n",
       "[7230 rows x 6 columns]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_kecamatan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "'00' : Luar Negeri\n",
    "'01' : Aceh\n",
    "'02' : Sumatera Utara\n",
    "'03' : Sumatera Barat\n",
    "'04' : Riau\n",
    "'06' : Jambi\n",
    "'07' : Sumatera Selatan\n",
    "'08' : Bengkulu\n",
    "'09' : Lampung\n",
    "'11' : Bali\n",
    "'12' : Nusa Tenggara Barat\n",
    "'13' : Nusa Tenggara Timur\n",
    "'14' : Kalimantan Barat\n",
    "'15' : Kalimantan Tengah\n",
    "'16' : Kalimantan Selatan\n",
    "'17' : Kalimantan Timur\n",
    "'18' : Sulawesi Utara\n",
    "'19' : Sulawesi Tengah\n",
    "'20' : Sulawesi Selatan\n",
    "'21' : Sulawesi Tenggara\n",
    "'22' : Gorontalo\n",
    "'23' : Maluku\n",
    "'24' : Maluku Utara\n",
    "'25' : Papua\n",
    "'26' : Papua Barat\n",
    "'27' : DKI Jakarta\n",
    "'28' : Jawa Barat\n",
    "'29' : Jawa Tengah\n",
    "'30' : DI Yogyakarta\n",
    "'31' : Jawa Timur\n",
    "'33' : Banten\n",
    "'34' : Bali\n",
    "'35' : Nusa Tenggara Barat\n",
    "'36' : Sulawesi Selatan\n",
    "'37' : Sulawesi Utara\n",
    "'38' : Gorontalo\n",
    "'39' : Maluku\n",
    "'40' : Maluku Utara\n",
    "'41' : Papua\n",
    "'42' : Papua Barat\n",
    "'43' : Sumatera Selatan\n",
    "'44' : Banten\n",
    "'45' : Nusa Tenggara Timur\n",
    "'46' : Kalimantan Timur\n",
    "'47' : Sulawesi Tengah\n",
    "'48' : Kalimantan Selatan\n",
    "'49' : Sulawesi Barat\n",
    "'50' : Sumatera Barat\n",
    "'51' : Jawa Barat\n",
    "'52' : Jawa Tengah\n",
    "'53' : DI Yogyakarta\n",
    "'54' : Jawa Timur\n",
    "'55' : Kalimantan Barat\n",
    "'56' : Sulawesi Utara\n",
    "'57' : Maluku Utara\n",
    "'58' : Papua Barat\n",
    "'59' : Bali\n",
    "'60' : Nusa Tenggara Barat\n",
    "'61' : Kalimantan Tengah\n",
    "'62' : Sulawesi Selatan\n",
    "'63' : Kalimantan Utara\n",
    "'64' : Kalimantan Timur\n",
    "'65' : Sulawesi Tengah\n",
    "'66' : Kalimantan Selatan\n",
    "'67' : Sulawesi Barat\n",
    "'69' : Sumatera Barat\n",
    "'70' : Jawa Barat\n",
    "'71' : Jawa Tengah\n",
    "'72' : DI Yogyakarta\n",
    "'73' : Jawa Timur\n",
    "'74' : Bali\n",
    "'75' : Nusa Tenggara Barat\n",
    "76: Sulawesi Barat\n",
    "81: Sulawesi Barat\n",
    "82: Nusa Tenggara Timur\n",
    "91: Aceh\n",
    "94: Papua Barat\n",
    "95: Kalimantan Utara\n",
    "\n",
    "\n",
    "yosias suparno\n",
    "lanjutkan\n",
    "41: Kepulauan Riau\n",
    "42: Jakarta\n",
    "43: Jawa Barat\n",
    "44: Jawa Tengah\n",
    "45: D.I. Yogyakarta\n",
    "46: Jawa Timur\n",
    "47: Banten\n",
    "48: Bali\n",
    "49: Nusa Tenggara Barat\n",
    "51: Kalimantan Barat\n",
    "52: Kalimantan Tengah\n",
    "53: Kalimantan Selatan\n",
    "54: Kalimantan Timur\n",
    "55: Sulawesi Utara\n",
    "56: Sulawesi Tengah\n",
    "57: Sulawesi Selatan\n",
    "58: Sulawesi Tenggara\n",
    "61: Maluku\n",
    "62: Maluku Utara\n",
    "63: Papua Barat\n",
    "64: Papua\n",
    "65: Bengkulu\n",
    "71: Gorontalo\n",
    "72: Kepulauan Bangka Belitung\n",
    "73: Sumsel (Sumatera Selatan)\n",
    "74: Kepulauan Riau\n",
    "75: Sulawesi Utara\n",
    "76: Sulawesi Barat\n",
    "77: Maluku Utara\n",
    "78: Maluku\n",
    "79: Papua Barat\n",
    "80: Papua\n",
    "81: Sulawesi Barat\n",
    "82: Nusa Tenggara Timur\n",
    "91: Aceh\n",
    "94: Papua Barat\n",
    "95: Kalimantan Utara\n",
    "\n",
    "96: Kepulauan Riau\n"
   ]
  },
  {
   "cell_type": "code",
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   "metadata": {},
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>nama</th>\n",
       "      <th>nik</th>\n",
       "      <th>tempatLahir</th>\n",
       "      <th>jenisKelamin</th>\n",
       "      <th>tps</th>\n",
       "      <th>provinsi</th>\n",
       "      <th>kab_kota</th>\n",
       "      <th>kecamatan</th>\n",
       "      <th>desa</th>\n",
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NURUL ISNA MACHFUDOH</td>\n",
       "      <td>351305630994****</td>\n",
       "      <td>PROBOLINGGO</td>\n",
       "      <td>P</td>\n",
       "      <td>1</td>\n",
       "      <td>JAWA BARAT</td>\n",
       "      <td>BANDUNG</td>\n",
       "      <td>ARJASARI</td>\n",
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       "      <td>RANI NURAENI</td>\n",
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       "      <td>BANDUNG</td>\n",
       "      <td>P</td>\n",
       "      <td>1</td>\n",
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       "      <td>BANDUNG</td>\n",
       "      <td>ARJASARI</td>\n",
       "      <td>ANCOLMEKAR</td>\n",
       "      <td>False</td>\n",
       "      <td>36.73.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>SULIS TRIANI</td>\n",
       "      <td>180711541295****</td>\n",
       "      <td>BANDUNG</td>\n",
       "      <td>P</td>\n",
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       "      <td>ARJASARI</td>\n",
       "      <td>ANCOLMEKAR</td>\n",
       "      <td>False</td>\n",
       "      <td>18.07.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ELIS</td>\n",
       "      <td>210106420668****</td>\n",
       "      <td>BANDUNG</td>\n",
       "      <td>P</td>\n",
       "      <td>1</td>\n",
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       "      <td>ANCOLMEKAR</td>\n",
       "      <td>False</td>\n",
       "      <td>21.01.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>DENI SUHENDAR</td>\n",
       "      <td>157108060879****</td>\n",
       "      <td>BANDUNG</td>\n",
       "      <td>L</td>\n",
       "      <td>1</td>\n",
       "      <td>JAWA BARAT</td>\n",
       "      <td>BANDUNG</td>\n",
       "      <td>ARJASARI</td>\n",
       "      <td>ANCOLMEKAR</td>\n",
       "      <td>False</td>\n",
       "      <td>15.71.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>396190</th>\n",
       "      <td>WARSAN SUWARNA</td>\n",
       "      <td>157101210772****</td>\n",
       "      <td>PURWAKARTA</td>\n",
       "      <td>L</td>\n",
       "      <td>4</td>\n",
       "      <td>JAWA BARAT</td>\n",
       "      <td>SUBANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>False</td>\n",
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       "      <th>396191</th>\n",
       "      <td>DWI MUSTIKA</td>\n",
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       "      <td>PURWAKARTA</td>\n",
       "      <td>P</td>\n",
       "      <td>4</td>\n",
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       "      <td>SUBANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
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       "      <td>15.71.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>396192</th>\n",
       "      <td>SABUR</td>\n",
       "      <td>317510110668****</td>\n",
       "      <td>JAKARTA</td>\n",
       "      <td>L</td>\n",
       "      <td>9</td>\n",
       "      <td>JAWA BARAT</td>\n",
       "      <td>SUBANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>False</td>\n",
       "      <td>31.75.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>396193</th>\n",
       "      <td>YAYAH KONAYAH</td>\n",
       "      <td>317510240402****</td>\n",
       "      <td>SUBANG</td>\n",
       "      <td>P</td>\n",
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       "      <td>SUBANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
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       "      <td>31.75.10</td>\n",
       "    </tr>\n",
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       "      <th>396194</th>\n",
       "      <td>RATIH HASANAH</td>\n",
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       "      <td>SUBANG</td>\n",
       "      <td>P</td>\n",
       "      <td>9</td>\n",
       "      <td>JAWA BARAT</td>\n",
       "      <td>SUBANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>TANJUNGSIANG</td>\n",
       "      <td>False</td>\n",
       "      <td>31.71.03</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>396195 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        nama               nik  tempatLahir jenisKelamin tps  \\\n",
       "0       NURUL ISNA MACHFUDOH  351305630994****  PROBOLINGGO            P   1   \n",
       "1               RANI NURAENI  367305560984****      BANDUNG            P   1   \n",
       "2               SULIS TRIANI  180711541295****      BANDUNG            P   1   \n",
       "3                       ELIS  210106420668****      BANDUNG            P   1   \n",
       "4              DENI SUHENDAR  157108060879****      BANDUNG            L   1   \n",
       "...                      ...               ...          ...          ...  ..   \n",
       "396190        WARSAN SUWARNA  157101210772****   PURWAKARTA            L   4   \n",
       "396191           DWI MUSTIKA  157101491099****   PURWAKARTA            P   4   \n",
       "396192                 SABUR  317510110668****      JAKARTA            L   9   \n",
       "396193         YAYAH KONAYAH  317510240402****       SUBANG            P   9   \n",
       "396194         RATIH HASANAH  317103561181****       SUBANG            P   9   \n",
       "\n",
       "          provinsi kab_kota     kecamatan          desa  is_jabar    kec_id  \n",
       "0       JAWA BARAT  BANDUNG      ARJASARI    ANCOLMEKAR     False  35.13.05  \n",
       "1       JAWA BARAT  BANDUNG      ARJASARI    ANCOLMEKAR     False  36.73.05  \n",
       "2       JAWA BARAT  BANDUNG      ARJASARI    ANCOLMEKAR     False  18.07.11  \n",
       "3       JAWA BARAT  BANDUNG      ARJASARI    ANCOLMEKAR     False  21.01.06  \n",
       "4       JAWA BARAT  BANDUNG      ARJASARI    ANCOLMEKAR     False  15.71.08  \n",
       "...            ...      ...           ...           ...       ...       ...  \n",
       "396190  JAWA BARAT   SUBANG  TANJUNGSIANG  TANJUNGSIANG     False  15.71.01  \n",
       "396191  JAWA BARAT   SUBANG  TANJUNGSIANG  TANJUNGSIANG     False  15.71.01  \n",
       "396192  JAWA BARAT   SUBANG  TANJUNGSIANG  TANJUNGSIANG     False  31.75.10  \n",
       "396193  JAWA BARAT   SUBANG  TANJUNGSIANG  TANJUNGSIANG     False  31.75.10  \n",
       "396194  JAWA BARAT   SUBANG  TANJUNGSIANG  TANJUNGSIANG     False  31.71.03  \n",
       "\n",
       "[396195 rows x 11 columns]"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nik_prov_code = {\n",
    "    \"01\": \"11\", #Daerah Istimewa Aceh\n",
    "    \"02\": \"12\", #Sumatera Utara\n",
    "    \"03\": \"13\", #Sumatera Barat\n",
    "    \"04\": \"14\", #Riau\n",
    "    \"05\": \"15\", #Jambi\n",
    "    \"06\": \"16\", #Sumatera Selatan\n",
    "    \"07\": \"17\", #Bengkulu\n",
    "    \"08\": \"18\", #Lampung\n",
    "    \"09\": \"31\", #DKI Jakarta\n",
    "    \"10\": \"32\", #Jawa Barat\n",
    "    \"11\": \"33\", #Jawa Tengah\n",
    "    \"12\": \"34\", #Daerah Istimewa Yogyakarta\n",
    "    \"13\": \"35\", #Jawa Timur\n",
    "    \"14\": \"51\", #Bali\n",
    "    \"15\": \"52\", #Nusa Tenggara Barat\n",
    "    \"16\": \"53\", #Nusa Tenggara Timur\n",
    "    \"17\": \"61\", #Kalimantan Barat\n",
    "    \"18\": \"62\", #Kalimantan Tengah\n",
    "    \"19\": \"63\", #Kalimantan Selatan\n",
    "    \"20\": \"64\", #Kalimantan Timur\n",
    "    \"21\": \"71\", #Sulawesi Utara\n",
    "    \"22\": \"72\", #Sulawesi Tengah\n",
    "    \"23\": \"73\", #Sulawesi Selatan\n",
    "    \"24\": \"74\", #Sulawesi Tenggara\n",
    "    \"25\": \"81\", #Maluku\n",
    "    \"26\": \"91\", #Irian Jaya\n",
    "}\n",
    "def find_location(nik):\n",
    "    if int(nik[0:2])!= 0 and int(nik[10:12]) <= 90 and int(nik[0:2]) < 11 :\n",
    "        print(nik)\n",
    "        return '{}.{}.{}'.format(nik_prov_code[nik[0:2]],nik[2:4],nik[4:6])\n",
    "    else:\n",
    "        return '{}.{}.{}'.format(nik[0:2],nik[2:4],nik[4:6])\n",
    "\n",
    "\n",
    "df['kec_id'] = df['nik'].apply(find_location)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "12960"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "kec_ids = df.kec_id.unique()\n",
    "# df_kecamatan[~df_kecamatan['kec_code'].isin(kec_ids)]\n",
    "len(kec_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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       " '99'}"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_kecamatan_slice = df_kecamatan[df_kecamatan['kec_code'].isin(kec_ids)]\n",
    "id_prov_1990 = []\n",
    "for kec_id in kec_ids:\n",
    "    if len(df_kecamatan[df_kecamatan['kec_code'] == kec_id]) == 0:\n",
    "        print(kec_id)\n",
    "        id_prov_1990.append(kec_id.split('.')[0])\n",
    "set(id_prov_1990)\n",
    "\n",
    "# len(df_kecamatan[df_kecamatan['kec_code'] == 'df'] )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "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>nama</th>\n",
       "      <th>nik</th>\n",
       "      <th>tempatLahir</th>\n",
       "      <th>jenisKelamin</th>\n",
       "      <th>tps</th>\n",
       "      <th>provinsi</th>\n",
       "      <th>kab_kota</th>\n",
       "      <th>kecamatan</th>\n",
       "      <th>desa</th>\n",
       "      <th>is_jabar</th>\n",
       "      <th>kec_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>376534</th>\n",
       "      <td>RAHMAT SAPRUDIN</td>\n",
       "      <td>095404090580****</td>\n",
       "      <td>KUNINGAN</td>\n",
       "      <td>L</td>\n",
       "      <td>1</td>\n",
       "      <td>JAWA BARAT</td>\n",
       "      <td>KUNINGAN</td>\n",
       "      <td>SELAJAMBE</td>\n",
       "      <td>CIBERUNG</td>\n",
       "      <td>False</td>\n",
       "      <td>31.54.04</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   nama               nik tempatLahir jenisKelamin tps  \\\n",
       "376534  RAHMAT SAPRUDIN  095404090580****    KUNINGAN            L   1   \n",
       "\n",
       "          provinsi  kab_kota  kecamatan      desa  is_jabar    kec_id  \n",
       "376534  JAWA BARAT  KUNINGAN  SELAJAMBE  CIBERUNG     False  31.54.04  "
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['nik'] == '095404090580****']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "b'<!DOCTYPE html>\\n<html lang=\"id\">\\n\\n<head>\\n  <meta charset=\"UTF-8\">\\n  <link rel=\"icon\"\\n    href=\"data:image/svg+xml,&lt;svg xmlns=\\'http://www.w3.org/2000/svg\\' viewBox=\\'0 0 100 100\\'&gt;&lt;text y=\\'.9em\\' font-size=\\'90\\'&gt;\\xf0\\x9f\\x87\\xae\\xf0\\x9f\\x87\\xa9&lt;/text&gt;&lt;/svg&gt;\">\\n  \\n  <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\\n  <meta name=\"description\" content=\"Referensi lengkap nama dan kode wilayah se-Indonesia\">\\n  <title>Kode Wilayah Indonesia</title>\\n  <script async type=\"module\" crossorigin src=\"/assets/index.629e6337.js\"></script>\\n  <link rel=\"modulepreload\" href=\"/assets/vendor.bebd6471.js\">\\n  <link rel=\"stylesheet\" href=\"/assets/index.07d29302.css\">\\n</head>\\n\\n<body>\\n  <div id=\"app\" class=\"container mx-auto px-6 lg:px-8\">\\n    <div>\\n      <div class=\"mt-12 md:mt-16 lg:mt-20\">\\n        <h1 class=\"text-4xl font-semibold mb-6\">kodewilayah<span class=\"text-red-500\">.id</span></h1>\\n        <div>\\n          <p class=\"mb-6 text-gray-600 text-xl\">Referensi lengkap nama dan kode wilayah se-Indonesia </p>\\n        </div>\\n        <div>\\n          <form>\\n            <p class=\"flex flex-row\"><input type=\"search\"\\n                class=\"block flex-1 md:flex-none md:w-3/5 lg:w-1/2 p-3 rounded-xl border\"><button type=\"submit\"\\n                class=\"py-3 px-6 rounded-xl ml-2 bg-red-500 text-white font-semibold\">Cari</button></p>\\n          </form>\\n        </div>\\n      </div>\\n    </div>\\n    <div class=\"mt-4 md:mt-8 lg:mt-12\">\\n      <h2 class=\"mb-4 text-gray-800 font-semibold\">Telusuri berdasarkan provinsi</h2>\\n      <div class=\"md:flex md:flex-cols-2 lg:flex-cols-3 flex-flow-col-dense md:gap-4\">\\n        <ul class=\"flex-1\">\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/11\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">11</span> Aceh</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/12\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">12</span> Sumatera Utara</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/13\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">13</span> Sumatera Barat</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/16\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">16</span> Sumatera Selatan</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/14\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">14</span> Riau</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/21\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">21</span> Kepulauan Riau</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/15\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">15</span> Jambi</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/17\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">17</span> Bengkulu</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/18\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">18</span> Lampung</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/19\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">19</span> Bangka Belitung</a></li>\\n        </ul>\\n        <ul class=\"flex-1\">\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/31\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">31</span> DKI Jakarta</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/36\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">36</span> Banten</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/32\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">32</span> Jawa Barat</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/33\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">33</span> Jawa Tengah</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/34\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">34</span> DI Yogyakarta</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/35\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">35</span> Jawa Timur</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/51\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">51</span> Bali</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/61\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">61</span> Kalimantan Barat</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/62\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">62</span> Kalimantan Tengah</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/63\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">63</span> Kalimantan Selatan</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/64\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">64</span> Kalimantan Timur</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/65\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">65</span> Kalimantan Utara</a></li>\\n        </ul>\\n        <ul class=\"flex-1\">\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/52\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">52</span> Nusa Tenggara Barat</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/53\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">53</span> Nusa Tenggara Timur</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/71\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">71</span> Sulawesi Utara</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/72\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">72</span> Sulawesi Tengah</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/73\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">73</span> Sulawesi Selatan</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/74\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">74</span> Sulawesi Tenggara</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/75\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">75</span> Gorontalo</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/76\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">76</span> Sulawesi Barat</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/81\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">81</span> Maluku</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/82\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">82</span> Maluku Utara</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/91\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">91</span> Papua</a></li>\\n          <li class=\"md:mb-1 lg:text-xl lg:mb-2 text-gray-700\"><a href=\"/92\"\\n              class=\"text-red-700 hover:text-red-900 hover:bg-red-50 md:hover:bg-transparent -mx-2 px-2 md:mx-0 md:px-0 block md:inline py-2 md:py-0 cursor-pointer\"><span\\n                class=\"mr-1 text-gray-400 font-mono text-sm\" aria-hidden=\"true\">92</span> Papua Barat</a></li>\\n        </ul>\\n      </div>\\n      <hr class=\"mt-8 mb-8\">\\n      <div class=\"flex flex-col md:flex-row\">\\n        <p class=\"mb-4 md:mr-8\"><a\\n            href=\"https://raw.githubusercontent.com/kodewilayah/permendagri-72-2019/main/dist/base.csv\"\\n            class=\"px-12 py-3 inline-block bg-red-700 hover:bg-red-500 transition-colors duration-500 rounded-xl text-white font-semibold\">Unduh\\n            CSV</a></p>\\n        <ul class=\"md:flex-1 mb-4 text-gray-500 text-lg\">\\n          <li class=\"mb-1\"> \\xf0\\x9f\\x93\\x84 <b class=\"font-semibold text-gray-800\">Siap digunakan</b> dalam bentuk CSV yang sudah\\n            dibersihkan</li>\\n          <li class=\"mb-1\"> \\xf0\\x9f\\x87\\xae\\xf0\\x9f\\x87\\xa9 <b class=\"font-semibold text-gray-800\">Lengkap</b> berdasarkan Permendagri No. 72/2019\\n            hingga tingkat kelurahan/desa</li>\\n          <li>\\xe2\\x9c\\x85 <b class=\"font-semibold text-gray-800\">Bebas pakai</b> tanpa atribusi sama sekali</li>\\n        </ul>\\n      </div>\\n      <hr class=\"mt-4 mb-8\">\\n      <p class=\"text-xs mb-8\"><a href=\"https://github.com/kodewilayah\" class=\"text-red-700\">Berkontribusi di GitHub\\n          \\xe2\\x86\\x92</a></p>\\n      <!-- <h2 class=\"mb-2 text-gray-800 font-semibold\">Sumber data</h2>\\n    <ul class=\"mb-12 text-gray-600 list-disc ml-5\">\\n      <li class=\"mb-1\">Permendagri 72/2019 (Dukcapil)</li>\\n      <li class=\"mb-1\">Kode pos <v-label>Coming soon</v-label></li>\\n      <li class=\"mb-1\">BPS <v-label>Coming soon</v-label></li>\\n      <li class=\"mb-1\">SLIK OJK (POJK 18/POJK.03/2017) <v-label>Coming soon</v-label></li>\\n      <li class=\"mb-1\">Pusdafil OJK <v-label>Coming soon</v-label></li>\\n    </ul> -->\\n    </div>\\n  </div>\\n  \\n  <script data-goatcounter=\"https://kodewilayah.goatcounter.com/count\" async src=\"//gc.zgo.at/count.js\"></script>\\n</body>\\n\\n</html>'"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "requests.get('https://kodewilayah.id/13.02.02.1036').content"
   ]
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  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "    "
   ]
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