Liechtenstein Science and Technology Indicators from World Bank Sources
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Description
World Bank Group data on Liechtenstein's technology base, including research and development, scientific publications, high-technology exports, royalty fees, and patents. The dataset is sourced from organizations like UNESCO, the U.S. National Science Board, and the World Intellectual Property Organization. It was last updated on 2026-04-28 06:12:08.885305.
Use Cases
Benchmarking national R&D investment intensity based on research and development data
Analyzing trends in intellectual property creation based on patents and trademarks data
Assessing the economic contribution of technology sectors based on high-technology exports data
Studying international knowledge flows based on royalty and license fees data
Strengths
Data originates from authoritative sources like UNESCO, IMF, and WIPO.
License is CC-BY-4.0, permitting broad reuse with attribution.
Last updated on 2026-04-28 06:12:08.885305.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Row count is unknown, which may limit suitability assessment.
Provenance
Source
World Bank Group, consolidating data from UNESCO Institute for Statistics, U.S. National Science Board, UN Statistics Division, IMF, and WIPO.
Collection Method
Likely aggregated from official national and international statistical reports.
Freshness
Last updated 2026-04-28 06:12:08.885305; freshness should be verified.