Stadata Testing.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1e843a19-9c93-496a-860b-465172359072",
   "metadata": {},
   "outputs": [],
   "source": [
    "import stadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "34177f05-3534-458a-bebe-7714ebcfc1f2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import stadata\n",
    "\n",
    "# Replace 'token' with your actual API token obtained from WebAPI BPS - https://webapi.bps.go.id/developer/\n",
    "client = stadata.Client('1a27be6154a2a74e1a857a317a0cc24c')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "49c7b5fe-0f05-4907-87fb-95d30b595686",
   "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>domain_id</th>\n",
       "      <th>domain_name</th>\n",
       "      <th>domain_url</th>\n",
       "      <th>level</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0000</td>\n",
       "      <td>Pusat</td>\n",
       "      <td>http://www.bps.go.id</td>\n",
       "      <td>nasional</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1100</td>\n",
       "      <td>Aceh</td>\n",
       "      <td>https://aceh.bps.go.id</td>\n",
       "      <td>provinsi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1101</td>\n",
       "      <td>Simeulue</td>\n",
       "      <td>https://simeuluekab.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1102</td>\n",
       "      <td>Aceh Singkil</td>\n",
       "      <td>https://acehsingkilkab.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1103</td>\n",
       "      <td>Aceh Selatan</td>\n",
       "      <td>https://acehselatankab.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>9433</td>\n",
       "      <td>Puncak</td>\n",
       "      <td>https://puncakkab.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>9434</td>\n",
       "      <td>Dogiyai</td>\n",
       "      <td>https://dogiyaikab.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>9435</td>\n",
       "      <td>Intan Jaya</td>\n",
       "      <td>https://intanjayakab.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>9436</td>\n",
       "      <td>Deiyai</td>\n",
       "      <td>https://deiyaikab.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>9471</td>\n",
       "      <td>Jayapura</td>\n",
       "      <td>https://jayapurakota.bps.go.id</td>\n",
       "      <td>kota/kabupaten</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>549 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    domain_id   domain_name                        domain_url           level\n",
       "0        0000         Pusat              http://www.bps.go.id        nasional\n",
       "1        1100          Aceh            https://aceh.bps.go.id        provinsi\n",
       "2        1101      Simeulue     https://simeuluekab.bps.go.id  kota/kabupaten\n",
       "3        1102  Aceh Singkil  https://acehsingkilkab.bps.go.id  kota/kabupaten\n",
       "4        1103  Aceh Selatan  https://acehselatankab.bps.go.id  kota/kabupaten\n",
       "..        ...           ...                               ...             ...\n",
       "544      9433        Puncak       https://puncakkab.bps.go.id  kota/kabupaten\n",
       "545      9434       Dogiyai      https://dogiyaikab.bps.go.id  kota/kabupaten\n",
       "546      9435    Intan Jaya    https://intanjayakab.bps.go.id  kota/kabupaten\n",
       "547      9436        Deiyai       https://deiyaikab.bps.go.id  kota/kabupaten\n",
       "548      9471      Jayapura    https://jayapurakota.bps.go.id  kota/kabupaten\n",
       "\n",
       "[549 rows x 4 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "client.list_domain()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "6d03bbb4-88e7-48e2-877a-d6ae2a568fff",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>issn</th>\n",
       "      <th>sch_date</th>\n",
       "      <th>rl_date</th>\n",
       "      <th>updt_date</th>\n",
       "      <th>size</th>\n",
       "      <th>domain</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pub_id</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>ea2970f02fddf614173d0346</th>\n",
       "      <td>Produk Domestik Regional Bruto Kabupaten Admin...</td>\n",
       "      <td>-</td>\n",
       "      <td>2023-04-28</td>\n",
       "      <td>2023-04-28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.33 MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178cf0276cf72ba13d8a1f59</th>\n",
       "      <td>Produk Domestik Regional Bruto kabupaten Admin...</td>\n",
       "      <td>-</td>\n",
       "      <td>2023-04-05</td>\n",
       "      <td>2023-04-05</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.83 MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266ee450805e3fa67ad7a3cd</th>\n",
       "      <td>Kabupaten Kepulauan Seribu Dalam Angka 2023</td>\n",
       "      <td>1978-9203</td>\n",
       "      <td>2023-02-28</td>\n",
       "      <td>2023-02-28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.95 MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0886ee014a30232384830f83</th>\n",
       "      <td>Hasil Long Form Sensus Penduduk 2020 Kabupaten...</td>\n",
       "      <td>-</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2023-02-09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.64 MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bd33f67a83e626c65b6d08ec</th>\n",
       "      <td>Statistik Daerah Kepulauan Seribu 2022</td>\n",
       "      <td>2087-6246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2022-12-29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.17 MB</td>\n",
       "      <td>3101</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",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fe3cbef89f881f622a1bfe06</th>\n",
       "      <td>Kecamatan Kepulauan Seribu Selatan Dalam Angka...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2011-08-15</td>\n",
       "      <td>2011-08-15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7e196fac9910bf80b22f3231</th>\n",
       "      <td>Kecamatan Kepulauan Seribu Selatan Dalam Angka...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2011-06-24</td>\n",
       "      <td>2011-06-24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60ff36f6f2f619382c94a4fe</th>\n",
       "      <td>Statistik Daerah Kabupaten Kepulauan Seribu 2010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2011-06-24</td>\n",
       "      <td>2011-06-24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41484033130556bd53aa1b85</th>\n",
       "      <td>Kecamatan Kepulauan Seribu Utara Dalam Angka 2009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2011-06-24</td>\n",
       "      <td>2011-06-24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2755a0aa0f19d1a448cbc190</th>\n",
       "      <td>KABUPATEN KEPULAUAN SERIBU DALAM ANGKA TAHUN 2010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2011-01-21</td>\n",
       "      <td>2011-01-21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>MB</td>\n",
       "      <td>3101</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                      title  \\\n",
       "pub_id                                                                        \n",
       "ea2970f02fddf614173d0346  Produk Domestik Regional Bruto Kabupaten Admin...   \n",
       "178cf0276cf72ba13d8a1f59  Produk Domestik Regional Bruto kabupaten Admin...   \n",
       "266ee450805e3fa67ad7a3cd        Kabupaten Kepulauan Seribu Dalam Angka 2023   \n",
       "0886ee014a30232384830f83  Hasil Long Form Sensus Penduduk 2020 Kabupaten...   \n",
       "bd33f67a83e626c65b6d08ec             Statistik Daerah Kepulauan Seribu 2022   \n",
       "...                                                                     ...   \n",
       "fe3cbef89f881f622a1bfe06  Kecamatan Kepulauan Seribu Selatan Dalam Angka...   \n",
       "7e196fac9910bf80b22f3231  Kecamatan Kepulauan Seribu Selatan Dalam Angka...   \n",
       "60ff36f6f2f619382c94a4fe   Statistik Daerah Kabupaten Kepulauan Seribu 2010   \n",
       "41484033130556bd53aa1b85  Kecamatan Kepulauan Seribu Utara Dalam Angka 2009   \n",
       "2755a0aa0f19d1a448cbc190  KABUPATEN KEPULAUAN SERIBU DALAM ANGKA TAHUN 2010   \n",
       "\n",
       "                               issn    sch_date     rl_date updt_date  \\\n",
       "pub_id                                                                  \n",
       "ea2970f02fddf614173d0346          -  2023-04-28  2023-04-28       NaN   \n",
       "178cf0276cf72ba13d8a1f59          -  2023-04-05  2023-04-05       NaN   \n",
       "266ee450805e3fa67ad7a3cd  1978-9203  2023-02-28  2023-02-28       NaN   \n",
       "0886ee014a30232384830f83          -         NaN  2023-02-09       NaN   \n",
       "bd33f67a83e626c65b6d08ec  2087-6246         NaN  2022-12-29       NaN   \n",
       "...                             ...         ...         ...       ...   \n",
       "fe3cbef89f881f622a1bfe06        NaN  2011-08-15  2011-08-15       NaN   \n",
       "7e196fac9910bf80b22f3231        NaN  2011-06-24  2011-06-24       NaN   \n",
       "60ff36f6f2f619382c94a4fe        NaN  2011-06-24  2011-06-24       NaN   \n",
       "41484033130556bd53aa1b85        NaN  2011-06-24  2011-06-24       NaN   \n",
       "2755a0aa0f19d1a448cbc190        NaN  2011-01-21  2011-01-21       NaN   \n",
       "\n",
       "                             size domain  \n",
       "pub_id                                    \n",
       "ea2970f02fddf614173d0346  2.33 MB   3101  \n",
       "178cf0276cf72ba13d8a1f59  5.83 MB   3101  \n",
       "266ee450805e3fa67ad7a3cd  6.95 MB   3101  \n",
       "0886ee014a30232384830f83  3.64 MB   3101  \n",
       "bd33f67a83e626c65b6d08ec  5.17 MB   3101  \n",
       "...                           ...    ...  \n",
       "fe3cbef89f881f622a1bfe06       MB   3101  \n",
       "7e196fac9910bf80b22f3231       MB   3101  \n",
       "60ff36f6f2f619382c94a4fe       MB   3101  \n",
       "41484033130556bd53aa1b85       MB   3101  \n",
       "2755a0aa0f19d1a448cbc190       MB   3101  \n",
       "\n",
       "[100 rows x 7 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "client.list_publication(all=False, domain=['3101'], year=\"2022\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "89730cc7-c02f-4d57-935e-656acf3ea583",
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "Client.view_publication() got an unexpected keyword argument 'idx'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[18], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mview_publication\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdomain\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m3101\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43midx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m266ee450805e3fa67ad7a3cd\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "\u001b[1;31mTypeError\u001b[0m: Client.view_publication() got an unexpected keyword argument 'idx'"
     ]
    }
   ],
   "source": [
    "client.view_publication(domain='3101', idx='266ee450805e3fa67ad7a3cd')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "88a7656d-4eaf-46c5-831d-5bbeba3d57c9",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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