World Bank Group data on Georgia's technology base, last updated 2026-04-28. The dataset likely contains metrics on research and development, scientific publications, high-technology exports, and intellectual property. Sources include UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and 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 the economic contribution of advanced industries based on high-technology exports.
- Evaluating intellectual property activity based on patents and trademarks data.
- Studying international knowledge flows based on royalty and license fees.
Strengths
- Data is sourced from authoritative international organizations like UNESCO, IMF, and WIPO.
- License is CC-BY-4.0, permitting flexible reuse with attribution.
- Last updated date is explicitly provided as 2026 04 28.
Limitations
- Row count and dataset size are 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, International Monetary Fund, World Intellectual Property Organization.
- Collection Method
- Likely compiled from official national and international statistical reports.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 02:11:15.625872; freshness should be verified.
- Geography
- Georgia