World Bank Group data on Rwanda's science and technology base, last updated on 2026-04-28. The dataset likely contains indicators such as research and development, scientific publications, high-technology exports, and intellectual property metrics. 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 based on research and development indicators
- Analyzing trends in scientific output based on scientific and technical journal articles
- Assessing economic diversification based on high-technology exports data
- Studying intellectual property flows based on royalty and license fees
- Evaluating innovation capacity based on patents and trademarks
Strengths
- Data is sourced from authoritative international organizations like UNESCO and the World Bank.
- The dataset is licensed under CC-BY-4.0, allowing for flexible reuse.
- Last updated on 2026-04-28, suggesting recent maintenance.
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, with data from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and World Intellectual Property Organization.
- Collection Method
- Aggregated from the World Bank's data portal.
- Freshness
- Last updated 2026-04-28 10:44:24.144396
- Geography
- Rwanda