FAIR Agents Dataset Evaluation

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Automated FAIR evaluation using the FAIR Agents toolkit

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Project Assessments (58)


Assessment Metrics Date
Target Rubric   A standardized ID or accession number is used to identify the dataset. The dataset is described with metadata using a formal, broadly applicable vocabulary. Information is provided on the experimental methods used to generate the data. The dataset is hosted in an established data repository, if a relevant repository exists. The dataset can be downloaded for free from the repository. Version information is provided for the dataset. Contact information is provided for the creator(s) of the dataset. Information is provided describing how to cite the dataset. Licensing information is provided on the datasetÂ’s landing page.
Global 1-km Population Grids SSP 2000-2100 The FAIRshake dataset rubric
yes (1.00) no (0.00) no (0.00) yes (1.00) maybe (0.50) yesbut (0.75) no (0.00) no (0.00) no (0.00) Jan 27, 2026
Urban Heat Island Effect Database The FAIRshake dataset rubric
yes (1.00) no (0.00) no (0.00) yes (1.00) maybe (0.50) yesbut (0.75) no (0.00) no (0.00) no (0.00) Jan 27, 2026
GeoEPR Ethnic Power Relations The FAIRshake dataset rubric
yes (1.00) no (0.00) no (0.00) yes (1.00) maybe (0.50) yesbut (0.75) no (0.00) no (0.00) no (0.00) Jan 27, 2026
USGS Mineral Commodity Summaries 2024 v2.0 The FAIRshake dataset rubric
yesbut (0.75) no (0.00) no (0.00) yes (1.00) yesbut (0.75) no (0.00) no (0.00) no (0.00) no (0.00) Jan 27, 2026
Geospatial AI Foundation Models The FAIRshake dataset rubric
yes (1.00) no (0.00) no (0.00) yes (1.00) maybe (0.50) yesbut (0.75) no (0.00) no (0.00) no (0.00) Jan 27, 2026
PLOS Open Science Indicators The FAIRshake dataset rubric
no (0.00) no (0.00) no (0.00) yes (1.00) maybe (0.50) no (0.00) no (0.00) no (0.00) no (0.00) Jan 27, 2026
GPWv4 Admin Unit Population The FAIRshake dataset rubric
yes (1.00) yes (1.00) no (0.00) yes (1.00) yesbut (0.75) yes (1.00) maybe (0.50) yes (1.00) no (0.00) Jan 27, 2026
National Hydrography Dataset NHD The FAIRshake dataset rubric
yesbut (0.75) no (0.00) no (0.00) yes (1.00) yesbut (0.75) no (0.00) no (0.00) no (0.00) no (0.00) Jan 27, 2026