World Bank Group data on Colombia's technology base, including research and development, scientific publications, and high-technology exports. 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 23:07:11.724202.
Use Cases
- Analyzing trends in research and development investment based on R&D indicators
- Benchmarking scientific output based on scientific and technical journal article counts
- Modeling the economic impact of innovation based on high-technology export data
- Studying intellectual property flows based on royalty and license fee statistics
- Assessing national innovation capacity based on patents and trademarks data
Strengths
- License is CC-BY-4.0, allowing for broad reuse and sharing.
- Data is sourced from authoritative institutions like UNESCO, IMF, and WIPO.
- Last updated on 2026-04-27 23:07:11.724202, suggesting recent maintenance.
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 WIPO.
- Collection Method
- Likely compiled from official national and international statistical reports.
- Freshness
- Last updated 2026-04-27 23:07:11.724202
- Geography
- Colombia