World Bank data on Guatemala's technology base, including research and development, scientific publications, and high-technology exports. The dataset aggregates indicators from sources like UNESCO, the IMF, and the World Intellectual Property Organization. It was last updated on April 28, 2026.
Use Cases
- Benchmark national R&D investment levels based on research and development data
- Analyze trends in scientific output based on scientific and technical journal articles
- Assess economic competitiveness based on high-technology exports and royalty fees
- Study intellectual property activity based on patents and trademarks data
Strengths
- Data is sourced from authoritative institutions like UNESCO, IMF, and WIPO
- License is CC-BY-4.0, permitting broad reuse
- Last updated on 2026-04-28, suggesting recent maintenance
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, aggregating data from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, International Monetary Fund, and World Intellectual Property Organization
- Collection Method
- Aggregated from multiple international organization data portals
- Time Range
- null
- Freshness
- Last updated 2026-04-28 03:07:31.432774
- Geography
- Guatemala