| adult_test {fairmodels} | 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
Source
Data from UCL https://archive.ics.uci.edu/ml/datasets/adult