Israel's technology base is described by indicators from the World Bank and other international sources. The dataset likely contains metrics on research and development, scientific publications, high-technology exports, and intellectual property. It was last updated on 2026-04-28 and is provided by the World Bank Group under a CC-BY-4.0 license.
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 competitiveness based on high-technology exports data
- Studying intellectual property flows based on royalty and license fees
- Evaluating innovation activity based on patents and trademarks data
Strengths
- Data is sourced from authoritative international organizations including UNESCO, IMF, and WIPO
- License is permissive (CC-BY-4.0) for reuse and redistribution
- Last update timestamp is precisely recorded (2026-04-28 04:05:10.219045)
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, with 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 via the World Bank data portal
- Time Range
- null
- Freshness
- Last updated 2026-04-28 04:05:10.219045; freshness should be verified
- Geography
- Israel