-
ACS dataset
The dataset used in the paper is a real-world dataset generated from the American Community Survey (ACS) data. The dataset contains information about income, employment, and... -
COMPAS, Adult, Law School, Dutch Census
The COMPAS dataset’s prediction task is to calculate the recidivism outcome, indicating whether individuals will be rearrested within two years after the first arrest, with race... -
Survey of income and program participation (SIPP)
Survey of income and program participation (SIPP) dataset -
Dollar Street
The Dollar Street dataset is a geographically diverse dataset with 38,479 images from 289 object categories. -
DollarStreet
DollarStreet dataset includes 38k images of household objects across homes from 54 countries and with different income levels. -
Panel Study of Income Dynamics (PSID)
The PSID dataset contains a large amount of data in the US over 50 years. The dataset includes a wide range of variables on income, employment, education, economic, social,... -
Adult dataset
A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category... -
Census Income Dataset
The Census Income dataset contains information about individuals' income levels and demographic characteristics.