Sao Tome and Principe data from the World Bank's portal, aiming to shed light on the country's technology base. The dataset likely contains indicators such as research and development, scientific journal articles, high-technology exports, royalty fees, and patents. It was last updated on 2026-04-28 and aggregates data from sources including UNESCO, the U.S. National Science Board, and the World Intellectual Property Organization.
Use Cases
- Benchmarking national R&D investment based on research and development data mentioned in the description
- Analyzing trends in intellectual property creation based on patents and trademarks data
- Modeling the relationship between high-technology exports and economic growth
- Assessing scientific output based on scientific and technical journal articles data
Strengths
- Data is sourced from authoritative institutions like UNESCO and the World Intellectual Property Organization.
- The dataset has a clear license (CC-BY-4.0) for open use.
- It consolidates multiple technology-related indicators into a single resource.
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 bias inherent to the source platforms.
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
- Aggregated from the World Bank's data portal.
- Freshness
- Last updated 2026-04-28 11:29:22.736663; freshness should be verified.
- Geography
- Sao Tome and Principe