World Bank Group data on labor supply in Kazakhstan, compiled from sources such as labor force surveys, censuses, and administrative records. The dataset covers concepts like employment, unemployment, and first-time job-seekers, with specific exclusions noted for unpaid and family workers. It was last updated on 2026-04-28 04:27:25.670380.
Use Cases
- Modeling labor force participation rates based on employment and unemployment data.
- Analyzing trends in job-seeking behavior using data on first-time job-seekers.
- Benchmarking national labor statistics against international standards based on ILO compilation methods.
Strengths
- Data is compiled from multiple authoritative sources including ILO surveys and administrative records.
- License is clearly defined as CC-BY-4.0, facilitating open use.
- Last update timestamp is precisely provided: 2026-04-28 04:27:25.670380.
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) sources.
- Collection Method
- Compiled from labor force surveys, censuses, establishment censuses and surveys, and administrative records.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 04:27:25.670380; freshness should be verified.
- Geography
- Kazakhstan