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.
OSM POIs Australia The FAIRshake dataset rubric
no (0.00) 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 18, 2026
GDIS Disasters 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 18, 2026
Seafloor Images The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yesbut (0.75) yes (1.00) yes (1.00) yes (1.00) Jan 18, 2026
Groundwater Level 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 18, 2026
Mammalian Biodiversity The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) Jan 18, 2026
Urban Network 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 18, 2026
COVID-19 Cases 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 18, 2026
OSM POIs Australia The FAIRshake dataset rubric
no (0.00) 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 18, 2026
GDIS Disasters 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 18, 2026
ONFIRE Portugal The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) no (0.00) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 18, 2026
Climate Forecasts The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 18, 2026
WRF Land Cover The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 18, 2026
Seafloor Images The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yesbut (0.75) yes (1.00) yes (1.00) yes (1.00) Jan 18, 2026
Groundwater Level 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 18, 2026
Mammalian Biodiversity The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) Jan 18, 2026
Urban Network 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 18, 2026
COVID-19 Cases 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 18, 2026
Crater Lake Elevation The FAIRshake dataset rubric
yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) Jan 18, 2026
Global Human Footprint The FAIRshake dataset rubric
yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) Jan 24, 2026
PANGAEA Sediment Core The FAIRshake dataset rubric
yes (1.00) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) yesbut (0.75) yes (1.00) yesbut (0.75) yes (1.00) Jan 24, 2026
Ghana Land Use The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 24, 2026
Pakistan Carbon The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) yes (1.00) yes (1.00) yes (1.00) no (0.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 24, 2026
Lunar Map 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 24, 2026
Hydrogrid 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 24, 2026
South America 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 24, 2026