Data from the World Bank portal, last updated 2026-04-28 10:26:29.620100, aims to shed light on Poland's technology base. It likely contains indicators such as research and development, scientific articles, high-technology exports, and patents. Sources include UNESCO, the U.S. National Science Board, UN Statistics Division, IMF, and the World Intellectual Property Organization.
Use Cases
- Analyze trends in research and development investment based on R&D indicators mentioned in the description
- Model the relationship between high-technology exports and economic growth based on trade data
- Benchmark Poland's scientific output against other countries based on journal article counts
- Assess intellectual property activity based on patent and trademark data
Strengths
- Data is sourced from authoritative institutions like UNESCO, IMF, and the World Bank
- Covers multiple facets of science and technology, including R&D, exports, and patents as described
- Available under a permissive CC-BY-4.0 license
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
- Description metadata is limited; actual data quality requires manual inspection after download
Provenance
- Source
- World Bank Group, consolidating data from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and World Intellectual Property Organization
- Collection Method
- Aggregated from international statistical sources
- Freshness
- Last updated 2026-04-28 10:26:29.620100; freshness should be verified
- Geography
- Poland