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. 2023 Oct 26;9:e1630. doi: 10.7717/peerj-cs.1630

Table 1. Few popular datasets, along with their characteristics.

Dataset name Attributes No. of records Area
COMPAS (Bellamy et al., 2019) Criminal histories, jail & prison times, demographics, COMPAS risk scores 18,610 Social
German credit (Pagano et al., 2023) Housing status, personal status, amount, credit score, credit, sex 1,000 Financial
UCI adult (Schwartz et al., 2022) Age, race, hours-per-week, marital status, occupation, education, sex, native country 58,842 Social
Diversity in faces (National Institute of Standards and Technology, 2022) Age, pose, facial symmetry and contrast, craniofacial distances, gender, skin color, resolution along with diverse areas and ratios 1 million Facial images
Communities and crime (Dua & Graff, 2017) Crime & socio-economic data 1,994 Social
Winobias (Rhue & Clark, 2020) Male or female stereotypical occupations 3,160 Coreference resolution
Recidivism in Juvenile justice (Merler et al., 2019) Juvenile offenders’ data and prison sentences 4,753 Social
Pilot parliaments benchmark (Redmond, 2011) National parliaments data (e.g., gender and race) 1,270 Facial images