Mauritania data from the World Bank portal, last updated 2026-04-28. It aims to shed light on the country's technology base, covering topics like research and development, scientific publications, high-technology exports, and intellectual property. Sources include UNESCO, the U.S. National Science Board, UN Statistics, IMF, and the World Intellectual Property Organization.
Use Cases
- Analyzing national research and development (R&D) intensity based on R&D expenditure data mentioned in the description.
- Tracking trends in scientific output based on counts of scientific and technical journal articles.
- Assessing economic contribution of technology sectors based on high-technology exports data.
- Studying international knowledge flows based on royalty and license fees payments and receipts.
- Evaluating innovation output based on metrics for patents and trademarks.
Strengths
- Data is sourced from authoritative international organizations including UNESCO, IMF, and WIPO.
- License is CC-BY-4.0, permitting broad reuse with attribution.
- Last updated 2026-04-28 09:49:16.718482, 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.
- Data may reflect geographic and source bias inherent to the contributing international organizations.
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 accounts and surveys reported to international bodies.
- Freshness
- Last updated 2026-04-28 09:49:16.718482
- Geography
- Mauritania