Djibouti's science and technology indicators, sourced from the World Bank portal and consolidated on HDX. The data aims to shed light on the country's technology base, covering areas like research and development, scientific publications, and intellectual property. It was last updated on 2026-04-28 and is provided by the World Bank Group under a CC-BY-4.0 license.
Use Cases
- Benchmarking national R&D investment levels based on the research and development data mentioned.
- Analyzing trends in scientific output based on the scientific and technical journal articles data.
- Assessing the economic impact of innovation based on high-technology exports and royalty/license fee data.
- Evaluating intellectual property activity based on patents and trademarks data.
Strengths
- Data is sourced from authoritative institutions like UNESCO, the U.S. National Science Board, and the World Intellectual Property Organization.
- License is permissive (CC-BY-4.0), facilitating reuse and redistribution.
- Last update timestamp is precisely recorded as 2026-04-28 00:13:33.125970.
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, 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 reports and international statistical surveys.
- Time Range
- null
- Freshness
- Last updated 2026-04-28 00:13:33.125970; freshness should be verified.
- Geography
- Djibouti