World Bank Group data on the Russian Federation's technology base, last updated April 28, 2026. It aims to shed light on research and development, scientific publications, high-technology exports, royalty fees, and patents. Sources include 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.
- Analyze trends in scientific output based on scientific and technical journal articles.
- Assess technology trade competitiveness based on high-technology exports data.
- Evaluate intellectual property commercialization based on royalty and license fees and patents.
Strengths
- Data is sourced from authoritative international organizations like UNESCO, IMF, and WIPO.
- License is CC-BY-4.0, permitting broad reuse with attribution.
- Last updated 2026-04-28 10:42:43.503341, suggesting recent maintenance.
Limitations
- Row count is unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- 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 national and international statistical reports.
- Freshness
- Last updated 2026-04-28 10:42:43.503341
- Geography
- Russian Federation