World Bank data on the technology base of the Republic of Congo. The dataset likely contains indicators for research and development, scientific publications, high-technology exports, and intellectual property. It was last updated on 2026-04-27 and is sourced from organizations including UNESCO, the IMF, and the World Intellectual Property Organization.
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 diversification based on high-technology exports data.
- Study international knowledge flows based on royalty and license fees.
- Measure innovation activity based on patents and trademarks data.
Strengths
- Data is aggregated from multiple authoritative sources, including UNESCO and the IMF.
- The dataset has a specific geographic focus on the Republic of Congo.
- It is licensed under CC-BY-4.0, allowing for broad reuse.
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, International Monetary Fund, and World Intellectual Property Organization.
- Collection Method
- Aggregated from the World Bank's data portal.
- Freshness
- Last updated 2026-04-27 23:04:28.153304; freshness should be verified.
- Geography
- Republic of Congo