World Bank Group data on Liberia's labor supply and social protection. The dataset likely contains indicators on employment, unemployment, and first-time job-seekers, compiled from ILO sources like labor force surveys and administrative records. It was last updated on 2026-04-28 and is shared under a CC-BY-4.0 license.
Use Cases
- Modeling labor force participation rates based on employment and unemployment indicators.
- Analyzing trends in job-seeking behavior based on data for first-time job-seekers.
- Benchmarking social protection programs using compiled ILO statistics.
- Studying the formal/informal labor market divide based on described worker inclusions and exclusions.
Strengths
- Data originates from the authoritative World Bank Group and ILO.
- Compiled from multiple sources including surveys, censuses, and administrative records.
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, compiled from International Labour Organization (ILO) data.
- Collection Method
- Compiled from labor force surveys, censuses, establishment censuses and surveys, and administrative records.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 05:49:39.475737; freshness should be verified.
- Geography
- Liberia