World development indicators

99,936 country-year observations for 12 World Development Indicators on health spending, physicians and hospital beds, under-5 and maternal mortality, fertility, DPT immunisation, primary and secondary enrolment, adult literacy and education spending, covering 264 countries and aggregates, 1960 to 2025, from the World Bank API as of 2026-09-06. Long format with indicator code and name on every row.

113,270 country-year observations for 12 World Development Indicators on poverty, inequality, education, health, urbanisation, electricity access, mobile penetration, female labour participation and fertility, for every country and aggregate the World Bank reports, from the World Bank API as of 2026-09-05.

136,446 country-year observations for 12 core World Development Indicators (GDP, GDP per capita, growth, inflation, population, unemployment, trade, government debt, life expectancy, internet use, energy use, FDI) for every country and aggregate the World Bank reports, 1960 to the latest available year, from the World Bank API as of 2026-09-05. Long format with indicator code and name on every row.

103,288 country-year observations for 12 World Development Indicators on exports and imports, the current account, remittances, external debt, reserves, tax revenue, private credit, stock-market capitalisation, exchange rates, lending rates and broad money, covering 262 countries and aggregates, 1960 to 2025, from the World Bank API as of 2026-09-06. Long format with indicator code and name on every row.

109,765 country-year observations for 12 World Development Indicators on electricity access and consumption, renewable and coal shares, energy intensity, CO2 emissions in total and per capita, forest and agricultural land, freshwater withdrawals and PM2.5 exposure, covering 264 countries and aggregates, 1961 to 2024, from the World Bank API as of 2026-09-06. Long format with indicator code and name on every row.

217 economies classified by the World Bank with ISO3 and ISO2 codes, geographic region, administrative region, income group (low, lower-middle, upper-middle, high), IDA/IBRD lending category, capital city and its coordinates, with the World Bank's short codes alongside each label, excluding the 78 regional and income aggregates, from the World Bank country API as of 2026-09-06.

21,565 entity-year observations of period life expectancy at birth in years for 236 countries and 29 regions, income groups and historical entities (world and continental aggregates carry OWID codes such as OWID_WRL; UN regional and income-group aggregates have no code), 1543 to 2023, from Our World in Data's life-expectancy grapher export as of 2026-09-06.