Column

Credit History

Credit Housing

Column

Credit Job

Credit Purpose

Column

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
unknown 24 good furniture/appliances 2835 500 - 1000 DM > 7 years 3 4 53 none own 1 skilled 1 no no
1 - 200 DM 36 good car 6948 < 100 DM 1 - 4 years 2 2 35 none rent 1 management 1 yes no
unknown 12 good furniture/appliances 3059 > 1000 DM 4 - 7 years 2 4 61 none own 1 unskilled 1 no no
1 - 200 DM 30 critical car 5234 < 100 DM unemployed 4 2 28 none own 2 management 1 no yes
1 - 200 DM 12 good car 1295 < 100 DM < 1 year 3 1 25 none rent 1 skilled 1 no yes
< 0 DM 48 good business 4308 < 100 DM < 1 year 3 4 24 none rent 1 skilled 1 no yes
1 - 200 DM 12 good furniture/appliances 1567 < 100 DM 1 - 4 years 1 1 22 none own 1 skilled 1 yes no
< 0 DM 24 critical car 1199 < 100 DM > 7 years 4 4 60 none own 2 unskilled 1 no yes
< 0 DM 15 good car 1403 < 100 DM 1 - 4 years 2 4 28 none rent 1 skilled 1 no no
< 0 DM 24 good furniture/appliances 1282 100 - 500 DM 1 - 4 years 4 2 32 none own 1 unskilled 1 no yes
unknown 24 critical furniture/appliances 2424 unknown > 7 years 4 4 53 none own 2 skilled 1 no no
< 0 DM 30 perfect business 8072 unknown < 1 year 2 3 25 bank own 3 skilled 1 no no
1 - 200 DM 24 good car 12579 < 100 DM > 7 years 4 2 44 none other 1 management 1 yes yes
unknown 24 good furniture/appliances 3430 500 - 1000 DM > 7 years 3 2 31 none own 1 skilled 2 yes no
unknown 9 critical car 2134 < 100 DM 1 - 4 years 4 4 48 none own 3 skilled 1 yes no
< 0 DM 6 good furniture/appliances 2647 500 - 1000 DM 1 - 4 years 2 3 44 none rent 1 skilled 2 no no
< 0 DM 10 critical car 2241 < 100 DM < 1 year 1 3 48 none rent 2 unskilled 2 no no
1 - 200 DM 12 critical car 1804 100 - 500 DM < 1 year 3 4 44 none own 1 skilled 1 no no
unknown 10 critical furniture/appliances 2069 unknown 1 - 4 years 2 1 26 none own 2 skilled 1 no no
< 0 DM 6 good furniture/appliances 1374 < 100 DM 1 - 4 years 1 2 36 bank own 1 unskilled 1 yes no
unknown 6 perfect furniture/appliances 426 < 100 DM > 7 years 4 4 39 none own 1 unskilled 1 no no
> 200 DM 12 very good furniture/appliances 409 > 1000 DM 1 - 4 years 3 3 42 none rent 2 skilled 1 no no
1 - 200 DM 7 good furniture/appliances 2415 < 100 DM 1 - 4 years 3 2 34 none own 1 skilled 1 no no
< 0 DM 60 poor business 6836 < 100 DM > 7 years 3 4 63 none own 2 skilled 1 yes yes
1 - 200 DM 18 good business 1913 > 1000 DM < 1 year 3 3 36 bank own 1 skilled 1 yes no
< 0 DM 24 good furniture/appliances 4020 < 100 DM 1 - 4 years 2 2 27 store own 1 skilled 1 no no
1 - 200 DM 18 good car 5866 100 - 500 DM 1 - 4 years 2 2 30 none own 2 skilled 1 yes no
unknown 12 critical business 1264 unknown > 7 years 4 4 57 none rent 1 unskilled 1 no no
> 200 DM 12 good furniture/appliances 1474 < 100 DM < 1 year 4 1 33 bank own 1 management 1 yes no
1 - 200 DM 45 critical furniture/appliances 4746 < 100 DM < 1 year 4 2 25 none own 2 unskilled 1 no yes
unknown 48 critical education 6110 < 100 DM 1 - 4 years 1 3 31 bank other 1 skilled 1 yes no
> 200 DM 18 good furniture/appliances 2100 < 100 DM 1 - 4 years 4 2 37 store own 1 skilled 1 no yes
> 200 DM 10 good furniture/appliances 1225 < 100 DM 1 - 4 years 2 2 37 none own 1 skilled 1 yes no
1 - 200 DM 9 good furniture/appliances 458 < 100 DM 1 - 4 years 4 3 24 none own 1 skilled 1 no no
unknown 30 good furniture/appliances 2333 500 - 1000 DM > 7 years 4 2 30 bank own 1 management 1 no no
1 - 200 DM 12 good furniture/appliances 1158 500 - 1000 DM 1 - 4 years 3 1 26 none own 1 skilled 1 yes no
1 - 200 DM 18 poor renovations 6204 < 100 DM 1 - 4 years 2 4 44 none own 1 unskilled 2 yes no
< 0 DM 30 critical car 6187 100 - 500 DM 4 - 7 years 1 4 24 none rent 2 skilled 1 no no
< 0 DM 48 critical car 6143 < 100 DM > 7 years 4 4 58 store other 2 unskilled 1 no yes
unknown 11 critical car 1393 < 100 DM < 1 year 4 4 35 none own 2 management 1 no no
unknown 36 good furniture/appliances 2299 500 - 1000 DM > 7 years 4 4 39 none own 1 skilled 1 no no
< 0 DM 6 good car 1352 500 - 1000 DM unemployed 1 2 23 none rent 1 unemployed 1 yes no
unknown 11 critical car 7228 < 100 DM 1 - 4 years 1 4 39 none own 2 unskilled 1 no no
unknown 12 good furniture/appliances 2073 100 - 500 DM 1 - 4 years 4 2 28 none own 1 skilled 1 no no