World Bank Group data on India's technology base, last updated 2026-04-28. The dataset likely contains indicators such as research and development, scientific publications, high-technology exports, and intellectual property metrics. Sources include UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and World Intellectual Property Organization.
Use Cases
- Benchmarking national R&D investment based on research and development data
- Analyzing trends in scientific output based on scientific and technical journal articles
- Assessing technology sector competitiveness based on high-technology exports
- Evaluating intellectual property activity based on patents and trademarks data
- Modeling knowledge economy flows based on royalty and license fees
Strengths
- Data is sourced from multiple authoritative international organizations like UNESCO and WIPO
- License is CC-BY-4.0, permitting flexible reuse
- Last update timestamp is precisely recorded as 2026-04-28 03:45:04.404409
Limitations
- Row count is unknown, which may limit suitability assessment
- Column-level documentation is absent; field semantics must be inferred after download
- 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 World Intellectual Property Organization.
- Collection Method
- Likely compiled from official international statistical reports and databases.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 03:45:04.404409
- Geography
- India