Togo Science and Technology Indicators: R&D, Patents, and Exports
Updated 3mo ago
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Description
Delivering science and technology indicators for Togo, sourced from the World Bank Group and updated through March 2026. It aggregates metrics on research and development, scientific publications, and intellectual property from global organizations including UNESCO, WIPO, and the IMF.
Use Cases
Analyzing trends in Togo's high-technology exports relative to industrial growth
Tracking the volume of scientific and technical journal articles over time
Evaluating intellectual property activity through patent and trademark registration counts
Strengths
Aggregates data from five international organizations including UNESCO and WIPO
Covers diverse technological sectors from R&D to intellectual property
Available under a permissive CC-BY license
Limitations
Limited to a single country (Togo)
Historical gaps are common in World Bank indicators for developing nations
Specific row and column counts are not provided in the metadata
Provenance
Source
World Bank Group
Collection Method
Aggregated from UNESCO, U.S. National Science Board, UN Statistics Division, IMF, and WIPO
Freshness
Last updated March 2026
Geography
Togo
This is a subset of the World Bank's consolidated country dataset for Togo; users may need to join it with other indicators for broader economic context.