Data from the World Bank portal, last updated 2026-04-28, provides indicators on Portugal's technology base. It likely contains metrics on 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
- Benchmarking national R&D investment levels based on research and development indicators.
- Analyzing trends in scientific output based on scientific and technical journal article counts.
- Modeling the relationship between innovation and trade based on high-technology exports data.
- Assessing intellectual property commercialization based on royalty, license fee, patent, and trademark statistics.
Strengths
- License is CC-BY-4.0, permitting broad reuse with attribution.
- Data is sourced from authoritative international organizations like the World Bank, UNESCO, and IMF.
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 international statistical sources.
- Freshness
- Last updated 2026-04-28 10:32:18.586178; freshness should be verified.
- Geography
- Portugal