World Bank Group data on Austria's technology base, including research and development, scientific publications, high-technology exports, and intellectual property metrics. The dataset aggregates indicators from sources like UNESCO, the U.S. National Science Board, and the World Intellectual Property Organization. It was last updated on 2026-04-27.
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 contribution of technology sectors based on high-technology exports data
- Study international knowledge flows based on royalty and license fees
- Evaluate innovation output based on patents and trademarks data
Strengths
- Data originates from authoritative sources including UNESCO Institute for Statistics and the World Intellectual Property Organization.
- Covers multiple dimensions of technological innovation such as R&D, exports, and intellectual property.
- 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, aggregating data from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and WIPO.
- Collection Method
- Likely compiled from official national and international statistical reports.
- Freshness
- Last updated 2026-04-27 18:30:11.060850; freshness should be verified.
- Geography
- Austria