Data from the World Bank's portal, last updated 2026-04-28, covers social development topics for Mali. It includes indicators on child labor from ILO, UNICEF, World Bank, and national household surveys, gender disparities across education and health, and refugee statistics from UNHCR. The dataset is provided under a CC-BY-4.0 license.
Use Cases
- Analyze child labor prevalence and patterns based on household survey data mentioned in the description
- Measure gender gaps in education and political participation based on compiled disparity indicators
- Study refugee and asylum seeker populations in Mali based on UNHCR and UNRWA statistics
Strengths
- Data sourced from authoritative institutions like the World Bank, ILO, UNICEF, and UNHCR
- Covers multiple key social development domains including child labor, gender, and refugees
- Available under a permissive CC-BY-4.0 license
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
- Description metadata is limited; actual data quality requires manual inspection after download
Provenance
- Source
- World Bank Group, with contributions from ILO, UNICEF, UNHCR, and national statistical offices
- Collection Method
- Household surveys and compiled indicator data from international organizations
- Freshness
- Last updated 2026-04-28 09:06:23.509999
- Geography
- Mali