World Bank Group data on The Gambia's technology base, last updated in April 2026. 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 economic competitiveness based on high-technology exports and royalty/license fee flows
- Evaluating intellectual property activity based on patents and trademarks data
Strengths
- Data is sourced from multiple authoritative international organizations like UNESCO and the IMF.
- The dataset is licensed under CC-BY-4.0, permitting flexible reuse.
- Last update timestamp is precisely recorded as 2026-04-28 02:36:49.157401.
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, International Monetary Fund, and World Intellectual Property Organization.
- Collection Method
- Likely compiled from official international statistics and reports.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 02:36:49.157401; freshness should be verified.
- Geography
- The Gambia