World Bank Group data on Vietnam's technology base, last updated 2026-05-07. The dataset likely contains indicators for research and development, scientific publications, high-technology exports, royalty payments, and intellectual property. Sources include UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and World Intellectual Property Organization.
Use Cases
- Analyze trends in research and development investment based on R&D indicators
- Assess the growth of high-technology exports based on trade data
- Evaluate intellectual property activity based on patent and trademark counts
- Compare scientific output based on journal article publication metrics
Strengths
- Data is sourced from multiple authoritative international organizations, including UNESCO and the IMF
- License is CC-BY-4.0, allowing for broad reuse
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
- Collection Method
- Aggregated from multiple international sources.
- Freshness
- Last updated 2026-05-07 11:11:03.251928; freshness should be verified
- Geography
- Vietnam