Yemen Science and Technology: Innovation and IP Indicators
Updated 3mo ago
1filesCSV
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Description
Science and technology indicators for Yemen, including R&D spending and patent applications, are provided by the World Bank Group as of March 2026. This CSV dataset aggregates metrics from UNESCO, WIPO, and the IMF to track the country's technological innovation and intellectual property base.
Use Cases
Analyzing high-technology exports to assess the country's industrial growth
Tracking scientific and technical journal articles to measure research output
Evaluating patent and trademark applications to monitor intellectual property trends
Strengths
Aggregates data from 5+ international sources including UNESCO, IMF, and WIPO
Includes specific innovation metrics like royalty and license fees
Standardized CSV format facilitates integration with other World Bank datasets
Limitations
Metadata does not specify the exact temporal range or row count
Data availability for Yemen is likely limited by regional instability and reporting delays
Relies on secondary reporting from national agencies to international bodies
Provenance
Source
World Bank Group
Collection Method
Aggregated from international organizational reporting
Freshness
Updated as of March 2026
Geography
Yemen
This dataset is part of a consolidated country series for Yemen on HDX; users may need to join it with other World Bank indicators for a broader economic analysis.