World Bank Group data on Aruba's technology base, including research and development, scientific publications, and high-technology exports. The dataset aggregates indicators from sources like UNESCO, the U.S. National Science Board, and the World Intellectual Property Organization. It was last updated on 2026-04-27.
Use Cases
- Benchmarking national R&D investment based on research and development data mentioned in the description
- Analyzing trends in scientific output based on scientific and technical journal articles
- Assessing economic specialization based on high-technology exports
- Evaluating intellectual property flows based on royalty and license fees
- Tracking innovation activity based on patents and trademarks
Strengths
- License is CC-BY-4.0, permitting broad reuse
- Aggregates data from multiple authoritative sources like UNESCO and IMF
- Last updated on 2026-04-27, indicating recent maintenance
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 UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and WIPO
- Collection Method
- Likely compiled from official national and international statistical reports
- Time Range
- null
- Freshness
- Last updated 2026-04-27 15:11:45.645265
- Geography
- Aruba