Azerbaijan data from the World Bank's portal, consolidated on HDX. The dataset aims to shed light on the country's technology base, covering research and development, scientific publications, high-technology exports, royalty fees, and patents. It aggregates data from sources including UNESCO, the U.S. National Science Board, UN Statistics, IMF, and the World Intellectual Property Organization.
Use Cases
- Benchmark national R&D investment levels based on research and development data mentioned in the description
- Analyze trends in scientific output based on scientific and technical journal articles
- Assess economic competitiveness based on high-technology exports data
- Study intellectual property and knowledge transfer based on royalty and license fees and patents
Strengths
- Data is aggregated from multiple authoritative sources including UNESCO, IMF, and WIPO.
- The dataset has a clear CC-BY-4.0 license for open use.
- Last updated metadata indicates a recent timestamp of 2026-04-27.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- The description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- World Bank Group, aggregating data from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and World Intellectual Property Organization.
- Collection Method
- Likely compiled from official international statistical reports and surveys.
- Freshness
- Last updated 2026-04-27 18:43:24.871869; freshness should be verified.
- Geography
- Azerbaijan