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, and Ludwig Schmidt. Retiring adult: new datasets for fair machine learning. Advances in neural information processing systems, 34:6478–6490, 2021. URL: https://proceedings.neurips.cc/paper_files/paper/2021/file/32e54441e6382a7fbacbbbaf3c450059-Paper.pdf.

[2]

Ronny Kohavi and Barry Becker. Adult data set. UCI Machine Learning Repository, 1996. DOI: https://doi.org/10.24432/C5XW20. URL: https://archive.ics.uci.edu/ml/datasets/adult.