World Bank Group data on labor supply and social protection in Madagascar. The dataset likely contains indicators on employment, unemployment, and first-time job-seekers, compiled from sources such as labor force surveys and administrative records. It was last updated on 2026-04-28 and is available under a CC-BY-4.0 license.
Use Cases
- Analyzing labor force participation rates based on the described categories of employed and unemployed persons.
- Modeling unemployment trends using data compiled from labor force surveys and administrative records.
- Studying the composition of the workforce based on the description of included and excluded worker categories.
- Benchmarking social protection indicators for Madagascar against other countries.
Strengths
- Data originates from the World Bank Group, an authoritative international institution.
- The description specifies compilation from multiple sources including labor force surveys and administrative records.
- License is clearly stated as CC-BY-4.0, allowing for open use and redistribution.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment for large-scale modeling.
- The description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- World Bank Group
- Collection Method
- Compiled by the International Labour Organization (ILO) from labor force surveys, censuses, establishment censuses and surveys, and administrative records.
- Freshness
- Last updated 2026-04-28 08:27:10.315983; freshness should be verified.
- Geography
- Madagascar