Macao SAR, China science and technology indicators from the World Bank's data portal. The dataset likely contains metrics on research and development, scientific publications, high-technology exports, intellectual property, and related fees. It was last updated on 2026-04-28 and aggregates data from sources including UNESCO, the U.S. National Science Board, UN Statistics Division, IMF, and WIPO.
Use Cases
- Benchmarking national R&D investment levels 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
- License is CC-BY-4.0, permitting broad reuse with attribution
- Data is sourced from authoritative international organizations like UNESCO, IMF, and WIPO
- Last updated on 2026-04-28 07:30:47.333376
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, World Intellectual Property Organization
- Collection Method
- Likely compiled from official national and international statistical reports
- Freshness
- Last updated 2026-04-28 07:30:47.333376
- Geography
- Macao SAR, China