World Bank Group data on the United Arab Emirates' 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, 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 economic contribution of technology sectors based on high-technology exports.
- Evaluate intellectual property activity based on patents and trademarks data.
- Study international knowledge flows 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 broad reuse.
- Last update timestamp is precisely recorded as 2026-04-27 16:10:24.595525.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- 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 WIPO.
- Collection Method
- Likely compiled from official international statistics and reports.
- Time Range
- null
- Freshness
- Last updated 2026-04-27 16:10:24.595525.
- Geography
- United Arab Emirates