Qatar Science and Technology Indicators from World Bank Sources
Updated 1mo ago
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Description
World Bank Group data on Qatar's technology base, last updated 2026-04-28. 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 flows based on royalty and license fees
Tracking innovation activity based on patents and trademarks data
Strengths
Data is sourced from multiple authoritative international organizations including UNESCO, IMF, and WIPO.
The dataset is licensed under CC-BY-4.0, permitting broad reuse with attribution.
Last update timestamp is precisely recorded as 2026-04-28 10:38:48.117319.
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 World Intellectual Property Organization.
Collection Method
Likely compiled from official national and international statistical reports.
Freshness
Last updated 2026-04-28 10:38:48.117319; freshness should be verified.