Italy's science and technology base is documented in this dataset from the World Bank Group, last updated in April 2026. It aggregates indicators from sources like UNESCO, the U.S. National Science Board, and the World Intellectual Property Organization. The data aims to shed light on research and development, scientific publications, high-technology exports, and intellectual property.
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 competitiveness based on high-technology exports metrics.
- Study intellectual property and knowledge transfer based on patents, trademarks, and royalty fees.
Strengths
- Data is aggregated from authoritative sources including UNESCO, IMF, and WIPO.
- Released under a permissive CC-BY-4.0 license.
- Last updated on 2026-04-28, indicating recent maintenance.
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 international agency statistics and reports.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 04:07:29.205410
- Geography
- Italy