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American Community Survey (ACS) Dataset
The American Community Survey (ACS) dataset used to infer sexual orientation and combine it with a unique panel dataset on local anti-discrimination laws. -
Human Stature data set
The Human Stature data set is a classic historical data set collected by the statistician Francis Galton. -
Employed persons by occupation, race, Hispanic or Latino ethnicity, and 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,... -
Employed persons by detailed occupation, sex, race, and Hispanic or Latino et...
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,... -
Australian dataset
The dataset used in the paper is the Australian dataset. -
Questionnaire data
The dataset contains demographics on people who filled out questionnaires at shopping malls in the San Francisco Bay Area. -
Differences in Fairness Preferences
A crowdsourced dataset for studying differences in fairness preferences depending on demographic identities. -
Life Expectancy dataset
This dataset is used to test the proposed algorithm LinCFA on real data. -
American Community Survey 5-year data (2014-2018)
American Community Survey 5-year data (2014-2018) -
Adult Census Income
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,... -
Bank Marketing dataset
The Bank Marketing dataset is a commonly used dataset in the fairness literature, containing information about individuals' demographic and economic characteristics. -
Adult Census dataset
The Adult Census dataset contains information about individuals from the 1994 U.S. census, including age, sex, and income. -
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.
