Adult Census Dataset

This section contains datasets created by Ding et al. 1. The authors intend for their dataset to replace the UCI Adult dataset 2, which is a popular benchmark dataset for comparing algorithmic interventions with respect to fairness metrics.

• ACSIncome
  • Introduction
  • Dataset Description

References:

1

Frances Ding, Moritz Hardt, John Miller, Ludwig Schmidt “Retiring Adult: New Datasets for Fair Machine Learning”, Advances in Neural Information Processing Systems 34, 2021.

2

R. Kohavi and B. Becker, UCI Machine Learning Repository: Adult Data Set, 01-May-1996. Available Online [link].