World Bank Group data on science and technology indicators for Guam. The dataset likely contains metrics on research and development, scientific publications, high-technology exports, intellectual property fees, and patents. It was last updated on 2026-04-28.
Use Cases
- Benchmarking national innovation capacity based on R&D expenditure data
- Analyzing trends in scientific output based on journal article counts
- Assessing economic specialization based on high-technology export figures
- Studying intellectual property flows based on royalty and license fee payments
Strengths
- Data is sourced from authoritative institutions like UNESCO, IMF, and WIPO.
- The dataset has a clear CC-BY-4.0 license for reuse.
- Last update timestamp is precisely recorded as 2026-04-28 03:10:35.080925.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
Provenance
- Source
- World Bank Group, with sources including UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and WIPO.
- Collection Method
- Aggregated from the World Bank's data portal.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 03:10:35.080925; freshness should be verified.
- Geography
- Guam