We collect datasets from various sources and prepare them taking into account a potentially discriminated group, and an attribute/score in which discrimination can be embodied. Click on the name of a dataset below for details and availability. Some datasets are directly available for download, while others are available upon requests for privacy reasons.
|COMPAS Recidivism Risk||recidivism||18K||csv|
|Statlog (German Credit -SCHUFA)||credit rating||1k||csv|
|SAT||test score||1,6 k||csv, pdf|
|PSU-Chile||test score||2,9 M||csv|
|Adult Census||income||48,8 k||csv|
|SOEP||multiple||depending on wave||multiple|