World Bank Group data on Andorra's technology base, last updated on 2026-04-27. The dataset aims to shed light on research and development, scientific publications, high-technology exports, royalty fees, and patents. 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 data
- Analyzing trends in scientific output based on scientific and technical journal articles
- Assessing technology trade competitiveness based on high-technology exports data
- Evaluating intellectual property and knowledge flows based on royalty and license fees
- Tracking innovation activity based on patents and trademarks data
Strengths
- License is CC-BY-4.0, permitting broad reuse
- Data is sourced from authoritative institutions like UNESCO and the World Bank
- 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
- Data may reflect geographic bias inherent to a single-country focus
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 international organization data portals
- Time Range
- null
- Freshness
- Last updated 2026-04-27 15:56:37.355457
- Geography
- Andorra