World Bank Group data on San Marino's science and technology base, including research and development, scientific publications, high-technology exports, and intellectual property metrics. The dataset aggregates indicators from sources like UNESCO, the U.S. National Science Board, UN Statistics Division, IMF, and WIPO. It was last updated on 2026-04-28.
Use Cases
- Benchmarking national R&D investment levels based on the described research and development indicators.
- Analyzing trends in high-technology exports as a component of industrial growth.
- Studying intellectual property creation through metrics on patents, trademarks, and royalty fees mentioned in the description.
Strengths
- Data originates from authoritative international organizations like the World Bank, UNESCO, and WIPO.
- License is CC-BY-4.0, permitting broad reuse with attribution.
- Last updated on 2026-04-28 11:10:28.513616.
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 reports and international statistical surveys.
- Freshness
- Last updated 2026-04-28 11:10:28.513616; freshness should be verified.
- Geography
- San Marino