A System to Evaluate the FAIRness of Digital Objects



Featured Project & Rubric

NIH Common Fund Data Ecosystem (CFDE) FAIR Assessments

FAIR Assessments for the NIH CFDE Project


FAIR metrics by fairmetrics.org


A set of metrics to assess the FAIRness of digital resources. Based on work published in https://www...

fair metrics universal core metrics all digital objects

Need help getting started? Check out the Documentation, now featuring the FAIRshake User Guide.


Please acknowledge FAIRshake in your publications by citing the following references:
Clarke et al. FAIRshake: Toolkit to Evaluate the FAIRness of Research Digital Resources, Cell Systems (2019), https://doi.org/10.1016/j.cels.2019.09.011