16 datasets found

The American Community Survey (ACS) dataset used to infer sexual orientation and combine it with a unique panel dataset on local anti-discrimination laws.

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 used in the paper is the Australian dataset.

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

A crowdsourced dataset for studying differences in fairness preferences depending on demographic identities.

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

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

The Adult Census dataset contains information about individuals from the 1994 U.S. census, including age, sex, and income.

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...

The Census Income dataset contains information about individuals' income levels and demographic characteristics.

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...