World Bank Group data on Albania's science and technology base, last updated on 2026-04-27. 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 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.
- Evaluating intellectual property activity based on patents and trademarks metrics.
- Modeling the relationship between innovation and living standards based on the described technology indicators.
Strengths
- Data is sourced from authoritative international organizations like UNESCO, IMF, and WIPO.
- The dataset is licensed under CC-BY-4.0, allowing for open use and redistribution.
- Last update timestamp is precisely recorded as 2026-04-27 15:50:19.783720.
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
- Aggregated from the World Bank's data portal.
- Time Range
- null
- Freshness
- Last updated 2026-04-27 15:50:19.783720; freshness should be verified.
- Geography
- Albania