World Bank Group data on Sudan's technology base, including research and development, scientific publications, and high-technology exports. The dataset aggregates indicators from sources like UNESCO, the U.S. National Science Board, and the World Intellectual Property Organization. It was last updated on 2026-04-28 10:51:41.342784.
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 through high-technology exports metrics
- Studying intellectual property flows via royalty and license fees data
- Tracking innovation activity through patents and trademarks statistics
Strengths
- License is CC-BY-4.0, permitting broad reuse with attribution.
- Data is sourced from authoritative institutions like UNESCO and the IMF.
- Last updated on 2026-04-28 10:51:41.342784.
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 national and international statistical reports.
- Freshness
- Last updated 2026-04-28 10:51:41.342784; freshness should be verified.
- Geography
- Sudan