Data from the World Bank portal and other international organizations, last updated on 2026-04-28. It contains indicators on Finland's technology base, including research and development, scientific publications, high-technology exports, and intellectual property metrics. The dataset is provided by the World Bank Group under a CC-BY-4.0 license.
Use Cases
- Benchmark national R&D investment levels based on research and development data mentioned in the description
- Analyze trends in scientific output based on scientific and technical journal articles
- Assess economic contribution of tech sectors based on high-technology exports
- Evaluate intellectual property flows based on royalty and license fees and patents
Strengths
- Sourced from authoritative international bodies like UNESCO, IMF, and WIPO
- Covers multiple dimensions of science and technology (R&D, exports, IP)
- License is CC-BY-4.0, permitting broad reuse
Limitations
- Row count and specific column definitions are unknown
- Description metadata is limited; actual data quality requires manual inspection after download
Provenance
- Source
- World Bank Group, UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, International Monetary Fund, World Intellectual Property Organization
- Collection Method
- Aggregated from international organization data portals
- Time Range
- null
- Freshness
- Last updated 2026-04-28 01:10:39.923268; freshness should be verified
- Geography
- Finland