Modified German Credit data dataset — german • fairmodels

german dataset. Data contains information about people and their credit risks.

data(german)

Format

A data frame with 1000 rows and 10 variables:

Risk: factor, good/bad risk connected with giving the credit. Models should predict this values
Sex: factor, male/female , considered to be protected group
Job: numeric, job titles converted to integers where 0- unemployed/unskilled, 3- management/ self-employed/highly qualified employee/ officer
Housing: factor, rent/own/free where this person lives
Saving.accounts: factor, little/moderate/quite rich/rich/not_known, where not_known indicates NA
Checking.account: factor, little/moderate/rich/not_known, where not_known indicates NA
Credit.amount: numeric, amount of money in credit
Duration: numeric, duration of credit
Purpose: factor, purpose of credit
Age: numeric, age of person that applied for credit