14 datasets found

The Human Stature data set is a classic historical data set collected by the statistician Francis Galton.

The dataset used in this research paper is a collection of labor statistics from the U.S. Bureau of Labor Statistics, specifically employment rates by detailed occupation, sex,...

The dataset used in this research paper is a collection of labor statistics from the U.S. Bureau of Labor Statistics, specifically employment rates by detailed occupation, sex,...

The dataset contains demographics on people who filled out questionnaires at shopping malls in the San Francisco Bay Area.

This dataset is used to test the proposed algorithm LinCFA on real data.

The Census dataset includes demographic information about American citizens. The prediction task is estimating whether the income of a citizen is above 50,000$ per year.

American Community Survey 5-year data (2014-2018)

Adult Census Income dataset is used to evaluate the fairness of deep learning models. It contains information about individuals in the United States, including age, sex,...

The COMPAS recidivism dataset contains 6,167 samples, and the task is to predict the recidivism of an individual based on criminal history, with the binary protected attribute...

The Bank Marketing dataset is a commonly used dataset in the fairness literature, containing information about individuals' demographic and economic characteristics.

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...

This dataset provides demographic data, including population structure, mortality rates, fertility rates, and intergenerational ties.

The COMPAS dataset is a collection of 10,000 records, each containing information about an individual's criminal history and demographic characteristics. The dataset is used for...

MIMIC-III is a large, publicly available clinical database containing information from the Medical Information Mart for Intensive Care III. It is used for various clinical...