World Bank Group data on Armenia's technology base, last updated 2026-04-27. The dataset likely contains indicators such as research and development, scientific publications, high-technology exports, and intellectual property metrics. Sources include UNESCO, the U.S. National Science Board, UN Statistics Division, IMF, and the World Intellectual Property Organization.
Use Cases
- Benchmarking national R&D investment levels based on research and development data
- Analyzing trends in scientific output based on scientific and technical journal articles
- Assessing industrial competitiveness based on high-technology exports
- Evaluating intellectual property activity based on patents and trademarks data
- Studying technology transfer and licensing based on royalty and license fees
Strengths
- Data is sourced from authoritative international organizations like UNESCO and the IMF.
- The dataset is licensed under CC-BY-4.0, permitting open sharing and adaptation.
- Last updated 2026-04-27, indicating recent maintenance.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Data may reflect geographic and temporal bias inherent to the source organizations.
Provenance
- Source
- World Bank Group, aggregating from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, International Monetary Fund, World Intellectual Property Organization.
- Collection Method
- Likely compiled from official national reports and international statistical surveys.
- Time Range
- null
- Freshness
- Last updated 2026-04-27 17:25:02.569660
- Geography
- Armenia