Discover open datasets from the world's leading humanitarian organizations.13 sources, 52,992+ datasets, all free.
The flagship humanitarian data platform, hosting datasets across 250+ locations. Covers population, displacement, food security, conflict, health, boundaries, and coordination data.
Over 3,000 development indicators across 200+ countries including poverty, economics, education, health, and infrastructure.
2,000+ health indicators: mortality, disease burden, immunization, health workforce, WASH, air quality, and universal health coverage.
Child-focused indicators: under-5 mortality, nutrition, immunization, birth registration, child labor, education, and WASH in schools.
Near-real-time food security monitoring: food consumption, prices, market data, and climate overlays using ML nowcasting.
Global displacement data: refugees, asylum seekers, IDPs, stateless persons, and returnees by origin and asylum country.
Individual conflict events (battles, violence against civilians, protests, riots) geolocated to sub-national level, 1997-present.
Natural and technological disaster events since 1900: deaths, affected populations, economic damages by disaster type and location.
Food security outlooks, price bulletins, seasonal monitoring, and remote sensing data for food-insecure countries.
Composite risk index for 191 countries covering hazard/exposure, vulnerability, and lack of coping capacity. Sub-national data available for select countries.
Food security phase classifications (1-5 scale, 5 = Famine) at sub-national level with population estimates per phase.
Humanitarian reports, situation updates, maps, and job listings. Critical information repository with full-text search.
Community-mapped building footprints, road networks, health facilities, and water points in crisis areas.
General-purpose analysis, machine learning, geospatial processing. The lingua franca of humanitarian data science.
Statistical analysis, survey data processing, reproducible reports. Strong ecosystem for humanitarian packages.
Reproducible analysis workflows combining code, text, and visualizations. Standard for sharing humanitarian analyses.
Fast analytical SQL engine for querying large humanitarian CSV/Parquet files directly without a server.
Collaborative secondary data review and analysis platform for humanitarian needs assessments.
Full-featured open-source GIS for mapping, spatial analysis, and cartographic output.
Cloud platform for planetary-scale remote sensing: flood mapping, vegetation monitoring, environmental change.
Large-scale geospatial data visualization tool. Great for exploring displacement routes, conflict patterns, and aid distribution.
Mobile data collection platform widely used in humanitarian field surveys. ODK-based, works offline.
Form-based field data collection. Foundation for many humanitarian survey tools including KoboToolbox.
Program monitoring and coordination platform used for 3W/4W (Who does What, Where, When) mapping.
Widely used within UN agencies for operational dashboards. Strong data connector ecosystem.
Open-source BI dashboard platform. Self-hostable alternative to commercial tools for humanitarian orgs.
Custom interactive data visualizations for the web. Used for bespoke humanitarian data stories and reports.