Column

Age vs Amount

This plot show age vs amount of loan from Loan Dataset.

Dataset Loan

checking_balance months_loan_duration credit_history purpose amount savings_balance employment_duration percent_of_income years_at_residence age other_credit housing existing_loans_count job dependents phone default
< 0 DM 6 critical furniture/appliances 1169 unknown > 7 years 4 4 67 none own 2 skilled 1 yes no
1 - 200 DM 48 good furniture/appliances 5951 < 100 DM 1 - 4 years 2 2 22 none own 1 skilled 1 no yes
unknown 12 critical education 2096 < 100 DM 4 - 7 years 2 3 49 none own 1 unskilled 2 no no
< 0 DM 42 good furniture/appliances 7882 < 100 DM 4 - 7 years 2 4 45 none other 1 skilled 2 no no
< 0 DM 24 poor car 4870 < 100 DM 1 - 4 years 3 4 53 none other 2 skilled 2 no yes
unknown 36 good education 9055 unknown 1 - 4 years 2 4 35 none other 1 unskilled 2 yes no

Column

Defaut ratio on Job’s Borrower

Default Ratio on Housing Borrower

Column

Default ratio on Credit History Borrower

Boxplot Credit History