Data Connectors

Macroeconomic indicators, development statistics

International merchandise trade statistics

Employment, unemployment, labour force participation by country

Household health, nutrition, fertility, mortality survey microdata

Custom field surveys, M&E data, program monitoring data

Multidimensional poverty headcount, intensity, and MPI scores

Long-run development indicators (GDP, health, education, energy, environment)

Regime characteristics, democracy/autocracy scores

Political violence and human rights abuses (1-5 scale)

Democracy indices, civil liberties, political corruption

Pan-African survey — democracy, governance, trust, and quality-of-life indicators

Armed conflict events and fatalities (disaggregated location and actor)

Geocoded development finance and aid flows from bilateral and multilateral donors

National fossil CO₂ emissions and carbon budget components

GHG emissions (CAIT), NDC targets, climate policy data

Surface meteorology and solar energy climatology (temperature, precipitation, solar)

Precipitation rasters — annual and seasonal rainfall by country

ECMWF reanalysis — atmospheric, land surface, and oceanic climate variables

Infrastructure features (hospitals, schools, roads) by country

Macroeconomic indicators (WEO, IFS, DOTS, BOP)

Sustainable Development Goal progress indicators

Radiance rasters proxying economic activity

Global commodity prices (oil, metals, food, agriculture)

Food and agriculture statistics

Health indicators for all countries

Education indicators

Trade in goods, services, and tariff data

African socioeconomic statistics, infrastructure, finance

National accounts, labour, trade, poverty, demographic statistics

CPI, GDP, trade, labour, poverty statistics

Tender notices, awards, contract values

Firm-level business environment indicators (aggregated country profiles)

Monthly historical commodity prices (energy, metals, food, agriculture)

Longitudinal household welfare, agriculture, consumption panel data

Household surveys, living standards measurement studies

Harmonised census and survey microdata for African countries

Harmonised census and survey microdata for African countries

Individual-level survey responses on governance, economy, society

Population, economic, and social statistics for Uganda

GDP, CPI, labour, poverty, demographic statistics for Kenya

National accounts, trade, labour, demographic statistics for Tanzania

CPI, GDP, QLFS, poverty, census statistics for South Africa

Household survey microdata — child health, nutrition, education, well-being

Economic, demographic, and social datasets published by Government of Rwanda

National household survey metadata for African countries

DOI-registered research datasets and collections with African topics

Harmonized subnational crop statistics and administrative boundaries

African boundaries, infrastructure, population and land-cover learning datasets