adult_test: Adult test dataset
In fairmodels: Flexible Tool for Bias Detection, Visualization, and Mitigation

adult_test

R Documentation

Adult test dataset

Description

adult_test dataset consists of many columns containing various information about relationship, hours worked per week, workclass etc... and about salary, whether more than 50K a year or not. Lot's of possible protected attributes such as sex, race age. Some columns contain level "unknown" and these values are not removed and removing them depends on user as they might contain some information. Data is designed for testing and ready to go.

Usage

data(adult_test)

Format

A data frame with 16281 rows and 15 variables:

salary: factor, <=50K/>50K whether a person salary exceeds 50K a year or not
age: integer, age of person
workclass: factor, field of work
fnlwgt: numeric
education: factor, completed education degree
education_num: numeric, education number in converted from education factor, the bigger the better
marital_status: factor
occupation: factor, where this person works
relationship: factor, relationship information
race: factor, ethnicity of a person
sex: factor, gender of a person
capital_gain: numeric
capital_loss: numeric
hours_per_week: numeric, how many hours per week does this person work
native_country: factor, in which country was this person born