World Bank Group indicators for Somalia covering technology and innovation metrics. The data likely contains measures of research and development, scientific publications, high-technology exports, and intellectual property activity. Sources include UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and World Intellectual Property Organization.
Use Cases
- Benchmark Somalia's research and development investment against other nations based on R&D metrics
- Analyze trends in high-technology exports as an indicator of industrial growth
- Study the relationship between scientific publications and economic development
- Assess intellectual property activity through patent and trademark data
Strengths
- Data is sourced from multiple authoritative international organizations like UNESCO and IMF.
- License is CC-BY-4.0, permitting broad reuse.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Freshness should be verified as the last update date is 2026-05-07.
Provenance
- Source
- World Bank Group, UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, International Monetary Fund, World Intellectual Property Organization
- Freshness
- Last updated 2026-05-07 11:07:13.129864
- Geography
- Federal Republic of Somalia