Adult dataset — adult • fairmodels

adult 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(adult)

Format

A data frame with 32561 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

Source

Data from UCL https://archive.ics.uci.edu/ml/datasets/adult