Data from the World Bank and other UN agencies, last updated on 2026-04-28, aims to shed light on Guinea's technology base. The dataset likely contains indicators such as research and development, scientific publications, high-technology exports, royalty fees, and patents. It 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 in technology sectors based on high-technology exports
- Evaluating intellectual property activity based on patents and trademarks data
- Studying international knowledge flows based on royalty and license fees
Strengths
- Sourced from authoritative institutions including UNESCO, IMF, and World Intellectual Property Organization
- Published under a permissive CC-BY-4.0 license
- Provides a consolidated view from multiple international data sources
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, UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, International Monetary Fund, World Intellectual Property Organization
- Collection Method
- Aggregated from official international data portals
- Time Range
- null
- Freshness
- Last updated 2026-04-28 02:32:39.993199
- Geography
- Guinea