Belarus-focused data on technological innovation and its industrial and economic impact. The dataset likely contains metrics on research and development, scientific publications, high-technology exports, and intellectual property. It is sourced from the World Bank portal and compiled from organizations including UNESCO, the U.S. National Science Board, 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 economic specialization in advanced industries based on high-technology exports
- Studying international knowledge flows based on royalty and license fees
- Evaluating innovation output based on patents and trademarks
Strengths
- License is CC-BY-4.0, permitting broad reuse
- Aggregates data from multiple authoritative sources including UNESCO and the IMF
- Last updated timestamp is provided: 2026-04-27 21:39:57.532094
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, with data from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and WIPO
- Collection Method
- Aggregated from international statistical sources
- Freshness
- Last updated 2026-04-27 21:39:57.532094; freshness should be verified
- Geography
- Belarus