Sumber dan metodologi

Sumber dan metodologi

Cara MetaphAI memperoleh, memvalidasi, dan mengubah data yang ditampilkan di bagian ini.

Sumber statistik

Rilis pertama hanya memakai World Development Indicators (WDI) yang diterbitkan Bank Dunia. Setiap indikator juga mempertahankan organisasi sumber dalam metadata resminya.

Lisensi dan atribusi

Katalog menyatakan WDI sebagai data publik berlisensi Creative Commons Attribution 4.0 (CC BY 4.0). Lisensi mengizinkan penyalinan, distribusi ulang, dan transformasi dengan atribusi serta keterangan perubahan. Hak penyedia asli juga dapat berlaku. MetaphAI bukan Bank Dunia; Bank Dunia tidak berpartisipasi, mensponsori, menyetujui, atau mendukung layanan ini. Kami tidak memakai logonya.

Pengunduhan dan pembaruan

Proses otomatis tahunan meminta API resmi, memvalidasi respons, dan menghasilkan berkas lokal. Data juga dapat diperbarui bila diperlukan. Tanggal unduh mencatat waktu berkas diperoleh; tahun terbaru adalah tahun observasi dan dapat lebih lama.

Negara dan agregat

Peringkat mengecualikan Dunia, kawasan, dan kelompok pendapatan memakai klasifikasi teritorial API. Agregat tidak pernah ditampilkan sebagai negara.

Nilai kosong dan pembulatan

Nilai null dikecualikan, tidak diubah menjadi nol atau diinterpolasi. Antarmuka membulatkan hanya agar mudah dibaca; tabel rinci dan CSV mempertahankan nilai yang diterima serta format angka yang stabil.

Peringkat dan perubahan

Tahun bersama terbaru harus mencapai setidaknya 70% dari cakupan tahunan tertinggi yang lazim. Semua negara dalam peringkat berasal dari tahun yang sama. Perubahan memerlukan kedua titik akhir; selisih indikator persentase ditampilkan sebagai poin persentase.

Transformasi

MetaphAI mengelompokkan negara dan agregat, mengecualikan nilai kosong, mengurutkan observasi, menghitung median, peringkat, dan perubahan, serta menerapkan format visual. MetaphAI tidak menambahkan sebab atau mengisi celah.

Privasi

Bagian ini memakai data wilayah agregat dan tidak meminta atau menyimpan pencarian pribadi, lokasi, nama, atau surel.

Indikator

Sumber: World Bank — World Development Indicators. MetaphAI mengecualikan nilai kosong dan agregat dari peringkat, mengurutkan observasi, menghitung perubahan, dan membulatkan hanya untuk tampilan; Bank Dunia tidak berpartisipasi atau mendukung layanan ini.

IndikatorCakupanNegaraOrganisasi sumber
Demografi
Jumlah pendudukSP.POP.TOTL1960–2025217 negara/wilayahWorld Population Prospects, United Nations (UN), uri: https://population.un.org/wpp/, publisher: UN Population Division; Statistical databases and publications from national statistical offices, National Statistical Offices (NSOs), uri: https://unstats.un.org/home/nso_sites/, publisher: National Statistical Offices; Eurostat: Demographic Statistics, Eurostat (ESTAT), uri: https://ec.europa.eu/eurostat/data/database?node_code=earn_ses_monthly, publisher: Eurostat; Population and Vital Statistics Report (various years), United Nations (UN), uri: https://unstats.un.org, publisher: UN Statistics Division
Harapan hidup saat lahirSP.DYN.LE00.IN1960–2024217 negara/wilayahWorld Population Prospects, United Nations (UN), uri: UN Population Division; Statistical databases and publications from national statistical offices, National Statistical Offices (NSOs), note: Derived from male and female life expectancy at birth from sources such as statistical databases and publications from national statistical offices.; Demographic Statistics, Eurostat (ESTAT), note: Derived from male and female life expectancy at birth from sources such as Eurostat: Demographic Statistics.
Angka fertilitas totalSP.DYN.TFRT.IN1960–2024217 negara/wilayahWorld Population Prospects, United Nations (UN), publisher: UN Population Division; Statistical databases and publications from national statistical offices, National Statistical Offices (NSOs); Demographic Statistics, Eurostat (ESTAT)
Pertumbuhan pendudukSP.POP.GROW1961–2025217 negara/wilayahWorld Population Prospects, United Nations (UN), note: Derived from total population, publisher: UN Population Division; Statistical databases and publications from national statistical offices, National Statistical Offices (NSOs), note: Derived from total population; Demographic Statistics, Eurostat (ESTAT), note: Derived from total population; Population and Vital Statistics Report (various years), United Nations (UN), note: Derived from total population, publisher: UN Statistical Division
Kematian bayiSP.DYN.IMRT.IN1960–2024196 negara/wilayahUN Inter-agency Group for Child Mortality Estimation, UN Children's Fund (UNICEF), uri: www.childmortality.org; World Health Organization (WHO), uri: www.childmortality.org, note: UN Inter-agency Group for Child Mortality Estimation; World Bank (WB), uri: www.childmortality.org, note: UN Inter-agency Group for Child Mortality Estimation; United Nations (UN), uri: www.childmortality.org, note: UN Inter-agency Group for Child Mortality Estimation, publisher: UN Population Division
Penduduk perkotaanSP.URB.TOTL.IN.ZS1960–2025217 negara/wilayahWorld Urbanization Prospects, United Nations (UN), uri: https://population.un.org/wup/, note: United Nations Population Division's World Urbanization Prospects, National definitions, publisher: UN Population Division
Penduduk usia 65 tahun ke atasSP.POP.65UP.TO.ZS1960–2025217 negara/wilayahWorld Population Prospects, United Nations (UN), publisher: UN Population Division
Kepadatan pendudukEN.POP.DNST1961–2023216 negara/wilayahFAO population estimates, Food and Agriculture Organization of the United Nations (FAO), publisher: Food and Agriculture Organization of the United Nations (FAO); World Bank population estimates, World Bank (WB), publisher: World Bank (WB)
Ekonomi
PDB per kapita, PPPNY.GDP.PCAP.PP.CD1990–2025203 negara/wilayahInternational Comparison Program (ICP), World Bank (WB), uri: https://www.worldbank.org/en/programs/icp/data, note: This information is for ICP’s PPPs utilized in WDI, publisher: International Comparison Program (ICP), date accessed: May 30, 2024, date published: May 30, 2024; The Eurostat PPP Programme, Eurostat (ESTAT), uri: https://ec.europa.eu/eurostat/databrowser/explore/all/all_themes, publisher: Eurostat; The OECD PPP Programme, Organisation for Economic Co-operation and Development (OECD), uri: https://data-explorer.oecd.org/, publisher: OECD; Staff estimates, World Bank (WB); National Accounts data files, Organisation for Economic Co-operation and Development (OECD); World Economic Outlook database, International Monetary Fund (IMF)
Pertumbuhan PDB tahunanNY.GDP.MKTP.KD.ZG1961–2025214 negara/wilayahCountry official statistics, National Statistical Organizations and/or Central Banks; National Accounts data files, Organisation for Economic Co-operation and Development (OECD); Staff estimates, World Bank (WB)
Inflasi harga konsumenFP.CPI.TOTL.ZG1960–2025193 negara/wilayahInternational Financial Statistics database, International Monetary Fund (IMF)
Ketenagakerjaan
Tingkat pengangguranSL.UEM.TOTL.ZS1991–2025187 negara/wilayahILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, date accessed: January 17, 2026
Pengangguran usia mudaSL.UEM.1524.ZS1991–2025187 negara/wilayahILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, date accessed: January 17, 2026
Partisipasi angkatan kerjaSL.TLF.CACT.ZS1990–2025187 negara/wilayahILO Modelled Estimates database (ILOEST), International Labour Organization (ILO), uri: https://ilostat.ilo.org/data/bulk/, publisher: ILOSTAT, type: external database, date accessed: January 17, 2026
Teknologi dan konektivitas
Penduduk yang menggunakan InternetIT.NET.USER.ZS1990–2025213 negara/wilayahWorld Telecommunication/ICT Indicators Database, International Telecommunication Union (ITU), uri: https://datahub.itu.int/
Langganan pita lebar tetapIT.NET.BBND.P21998–2025208 negara/wilayahWorld Telecommunication/ICT Indicators Database, International Telecommunication Union (ITU)
Energi dan lingkungan
Konsumsi energi terbarukanEG.FEC.RNEW.ZS1990–2022212 negara/wilayahIEA Energy Statistics Data Browser, International Energy Agency (IEA), uri: https://www.iea.org/data-and-statistics/data-tools/energy-statistics-data-browser, publisher: International Energy Agency (IEA), date accessed: 2025-03-25
Emisi CO₂ per kapitaEN.GHG.CO2.PC.CE.AR51970–2024203 negara/wilayahEDGAR (Emissions Database for Global Atmospheric Research) Community GHG Database, Joint Research Centre (JRC) - European Commission, uri: https://edgar.jrc.ec.europa.eu/dataset_ghg2024, publisher: JRC European Commission, date published: 2024; International Energy Agency (IEA), uri: https://edgar.jrc.ec.europa.eu/dataset_ghg2024, publisher: JRC European Commission, date published: 2024
Akses listrikEG.ELC.ACCS.ZS1990–2024216 negara/wilayahSDG 7.1.1 Electrification Dataset, World Bank (WB), uri: https://trackingsdg7.esmap.org/downloads, note: Data is downloaded from ESMAP website. Data is released when a new Tracking SDG7 report is released., publisher: World Bank (WB), date accessed: 2024-05-16, date published: 2023
Luas hutanAG.LND.FRST.ZS1990–2023214 negara/wilayahFAOSTAT, Food and Agriculture Organization of the United Nations (FAO), uri: https://www.fao.org/faostat/en/#data/RL, publisher: Food and Agriculture Organization of the United Nations (FAO)
Masyarakat
Belanja kesehatan saat iniSH.XPD.CHEX.GD.ZS2000–2024193 negara/wilayahGlobal Health Expenditure Database, updated December 12th, 2025, World Health Organization (WHO), uri: https://apps.who.int/nha/database
Kematian ibuSH.STA.MMRT1985–2023194 negara/wilayahTrends in Maternal Mortality, World Health Organization (WHO), uri: https://www.who.int/news/item/23-02-2023-a-woman-dies-every-two-minutes-due-to-pregnancy-or-childbirth--un-agencies; UN Children's Fund (UNICEF), note: Trends in Maternal Mortality; UN Population Fund (UNFPA), note: Trends in Maternal Mortality; World Bank Group (WBG), note: Trends in Maternal Mortality