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 Temperature The FAIRshake dataset rubric
yes (1.00) yes (1.00) yes (1.00) yes (1.00) yes (1.00) no (0.00) maybe (0.50) yesbut (0.75) no (0.00) Jan 24, 2026
Argo Monthly The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yesbut (0.75) maybe (0.50) yesbut (0.75) no (0.00) Jan 24, 2026
PLACE IV 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 24, 2026
Vegetation 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 24, 2026
Freshwater 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 24, 2026
Night Light 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
Land Use 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 24, 2026
Urban SSP 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
Pan-Arctic Meltwater Discharge 1950-2021 The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) maybe (0.50) yesbut (0.75) yes (1.00) yes (1.00) yes (1.00) Jan 27, 2026
Full-Depth Current Velocity 2001-2023 The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) maybe (0.50) yesbut (0.75) maybe (0.50) yes (1.00) yes (1.00) Jan 27, 2026
Daily Gridded Climate Switzerland 1763-2020 The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) maybe (0.50) yesbut (0.75) yes (1.00) yes (1.00) yes (1.00) Jan 27, 2026
MOSAiC Melt Pond Bathymetry 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) yes (1.00) yes (1.00) Jan 27, 2026
Southern Ocean Sea-Ice Records 150ka The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) maybe (0.50) yesbut (0.75) yes (1.00) yes (1.00) yes (1.00) Jan 27, 2026
ICOADS Release 3.0 The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) no (0.00) maybe (0.50) yesbut (0.75) no (0.00) Jan 27, 2026
NOAA CDR Ocean Heat Fluxes v2 The FAIRshake dataset rubric
yes (1.00) yes (1.00) no (0.00) yes (1.00) yes (1.00) no (0.00) maybe (0.50) yesbut (0.75) no (0.00) Jan 27, 2026
NOAA CDR SST WHOI v2 The FAIRshake dataset rubric
yes (1.00) yes (1.00) no (0.00) yes (1.00) yes (1.00) no (0.00) maybe (0.50) yesbut (0.75) no (0.00) Jan 27, 2026
World Ocean Database 2023 The FAIRshake dataset rubric
yes (1.00) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) yesbut (0.75) maybe (0.50) yesbut (0.75) no (0.00) Jan 27, 2026
GCEF Ecosystem Multifunctionality 2014-2023 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 27, 2026
ITS2 Global Viridiplantae Database The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) no (0.00) yes (1.00) yes (1.00) no (0.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 27, 2026
NBC++ Metagenome Database The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) no (0.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 27, 2026
EU Biodiversity Metadatabase The FAIRshake dataset rubric
yesbut (0.75) yes (1.00) maybe (0.50) yes (1.00) yes (1.00) no (0.00) maybe (0.50) maybe (0.50) yes (1.00) Jan 27, 2026
Global Floristic Regions Climate 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 27, 2026
Turkey Oak Large-scale Genomic SNP 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 27, 2026
UK Biodiversity Metric Database 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) yesbut (0.75) yes (1.00) Jan 27, 2026
Global Plant-Herbivore Interactions 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 27, 2026