Search is not available for this dataset
status of existing checking account
class label 4
classes | duration in month
float32 4
72
| credit history
class label 5
classes | purpose
class label 10
classes | credit amount
float32 250
18.4k
| savings account/bonds
class label 5
classes | present employment since
class label 5
classes | installment rate in percentage of disposable income
float32 1
4
| personal status and sex
class label 4
classes | other debtors / guarantors
class label 3
classes | present residence since
float32 1
4
| property
class label 4
classes | age in years
float32 19
75
| other installment plans
class label 3
classes | housing
class label 3
classes | number of existing credits at this bank
float32 1
4
| job
class label 4
classes | number of people being liable to provide maintenance for
float32 1
2
| telephone
class label 2
classes | foreign worker
class label 2
classes | class
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3no checking account
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,469 | 1100 <= ... < 500 DM
| 4>= 7 years
| 4 | 3male: married/widowed
| 0none
| 4 | 0real estate
| 41 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,323 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 24 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 3delay in paying off in the past
| 4domestic appliances
| 932 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,919 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 35 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 1car (used)
| 2,445 | 4unknown / no savings account
| 1< 1 year
| 2 | 3male: married/widowed
| 0none
| 4 | 2car or other, not in attribute 6
| 26 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 2furniture/equipment
| 11,938 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 1co-applicant
| 3 | 2car or other, not in attribute 6
| 39 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 18 | 1all credits at this bank paid back duly
| 0car (new)
| 6,458 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 39 | 0bank
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 6,078 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 7,721 | 4unknown / no savings account
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 1no
| 0good
|
10 <= ... < 200 DM
| 14 | 2existing credits paid back duly till now
| 9business
| 1,410 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 1 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 6 | 3delay in paying off in the past
| 9business
| 1,449 | 1100 <= ... < 500 DM
| 4>= 7 years
| 1 | 0male: divorced/separated
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 0bank
| 1own
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 15 | 2existing credits paid back duly till now
| 7vacation
| 392 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 23 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 6,260 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 3 | 0real estate
| 28 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 7,855 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 25 | 1stores
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,680 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 3 | 3male: married/widowed
| 0none
| 1 | 0real estate
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 48 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 3,578 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 1 | 0real estate
| 47 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 42 | 2existing credits paid back duly till now
| 4domestic appliances
| 7,174 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 10 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,132 | 4unknown / no savings account
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 1co-applicant
| 3 | 0real estate
| 27 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 1no
| 0good
|
0< 0 DM
| 33 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 4,281 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 23 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,366 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 3 | 0male: divorced/separated
| 0none
| 3 | 2car or other, not in attribute 6
| 36 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 21 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,835 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 25 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 3,868 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 41 | 2none
| 0rent
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 1,768 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 0real estate
| 24 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 10 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 781 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 63 | 2none
| 2for free
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 1,924 | 4unknown / no savings account
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 27 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,121 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 701 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 40 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 6education
| 639 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 1,860 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 34 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,499 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 1co-applicant
| 2 | 0real estate
| 29 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 48 | 2existing credits paid back duly till now
| 0car (new)
| 8,487 | 4unknown / no savings account
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 3delay in paying off in the past
| 7vacation
| 6,887 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 29 | 1stores
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 3radio/television
| 2,708 | 0< 100 DM
| 1< 1 year
| 2 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 27 | 0bank
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 1,984 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 47 | 0bank
| 2for free
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 60 | 2existing credits paid back duly till now
| 4domestic appliances
| 10,144 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 21 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,240 | 4unknown / no savings account
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 38 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 27 | 3delay in paying off in the past
| 1car (used)
| 8,613 | 3>= 1000 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 766 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 3 | 0real estate
| 66 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 15 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,728 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 2guarantor
| 2 | 0real estate
| 35 | 0bank
| 1own
| 3 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,881 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 44 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 6 | 2existing credits paid back duly till now
| 0car (new)
| 709 | 3>= 1000 DM
| 1< 1 year
| 2 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 27 | 2none
| 1own
| 1 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 1no
| 0good
|
10 <= ... < 200 DM
| 36 | 2existing credits paid back duly till now
| 4domestic appliances
| 4,795 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 3unknown / no property
| 30 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 27 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,416 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 2,462 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 22 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 21 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,288 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 23 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 1all credits at this bank paid back duly
| 9business
| 3,566 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 860 | 0< 100 DM
| 4>= 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 39 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 682 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 51 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 36 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 5,371 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 2guarantor
| 2 | 1building society savings agreement / life insurance
| 28 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,582 | 3>= 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 46 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,346 | 1100 <= ... < 500 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 42 | 0bank
| 2for free
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,924 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 38 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 1no
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 36 | 2existing credits paid back duly till now
| 4domestic appliances
| 5,848 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 7,758 | 3>= 1000 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 29 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 3delay in paying off in the past
| 9business
| 6,967 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 36 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 1,282 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 20 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 9 | 4critical account / other credits existing (not at this bank)
| 6education
| 1,288 | 1100 <= ... < 500 DM
| 4>= 7 years
| 3 | 2male: single
| 2guarantor
| 4 | 0real estate
| 48 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 0none
| 1no
| 0good
|
0< 0 DM
| 12 | 1all credits at this bank paid back duly
| 8retraining
| 339 | 0< 100 DM
| 4>= 7 years
| 4 | 3male: married/widowed
| 0none
| 1 | 2car or other, not in attribute 6
| 45 | 0bank
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 3,512 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 38 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,898 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 2 | 0real estate
| 34 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,872 | 1100 <= ... < 500 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 0real estate
| 36 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,055 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 5repairs
| 1,262 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 36 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 10 | 2existing credits paid back duly till now
| 0car (new)
| 7,308 | 0< 100 DM
| 0unemployed
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 70 | 0bank
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 36 | 2existing credits paid back duly till now
| 0car (new)
| 909 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 36 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 3radio/television
| 2,978 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 1,131 | 0< 100 DM
| 0unemployed
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 11 | 2existing credits paid back duly till now
| 3radio/television
| 1,577 | 3>= 1000 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 20 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 3,972 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 25 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 9business
| 1,935 | 0< 100 DM
| 4>= 7 years
| 4 | 0male: divorced/separated
| 0none
| 4 | 0real estate
| 31 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 15 | 0no credits taken / all credits paid back duly
| 0car (new)
| 950 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 33 | 2none
| 0rent
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 763 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 3delay in paying off in the past
| 3radio/television
| 2,064 | 0< 100 DM
| 0unemployed
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 34 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 8 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,414 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 2guarantor
| 2 | 0real estate
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 1no
| 0good
|
0< 0 DM
| 21 | 3delay in paying off in the past
| 7vacation
| 3,414 | 0< 100 DM
| 1< 1 year
| 2 | 2male: single
| 0none
| 1 | 1building society savings agreement / life insurance
| 26 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 30 | 1all credits at this bank paid back duly
| 1car (used)
| 7,485 | 4unknown / no savings account
| 0unemployed
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 53 | 0bank
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 2,577 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 0male: divorced/separated
| 0none
| 1 | 2car or other, not in attribute 6
| 42 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 6 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 338 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 52 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,963 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 2none
| 0rent
| 2 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 21 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 571 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 65 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 3delay in paying off in the past
| 9business
| 9,572 | 0< 100 DM
| 1< 1 year
| 1 | 0male: divorced/separated
| 0none
| 1 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 36 | 3delay in paying off in the past
| 9business
| 4,455 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 0male: divorced/separated
| 0none
| 2 | 0real estate
| 30 | 1stores
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 21 | 1all credits at this bank paid back duly
| 0car (new)
| 1,647 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 40 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 3,777 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 50 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 884 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 36 | 0bank
| 1own
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,360 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 31 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 1all credits at this bank paid back duly
| 1car (used)
| 5,129 | 0< 100 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 74 | 0bank
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 16 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,175 | 0< 100 DM
| 0unemployed
| 2 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 68 | 2none
| 2for free
| 3 | 0unemployed / unskilled - non-resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 674 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 3male: married/widowed
| 0none
| 1 | 1building society savings agreement / life insurance
| 20 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 18 | 0no credits taken / all credits paid back duly
| 3radio/television
| 3,244 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 33 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 9business
| 4,591 | 3>= 1000 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 54 | 2none
| 1own
| 3 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 48 | 0no credits taken / all credits paid back duly
| 9business
| 3,844 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 34 | 2none
| 2for free
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 27 | 2existing credits paid back duly till now
| 9business
| 3,915 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 36 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,108 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 29 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 45 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,031 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 2guarantor
| 4 | 1building society savings agreement / life insurance
| 21 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 9 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 1,501 | 0< 100 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 34 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,382 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 1 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 951 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 27 | 0bank
| 0rent
| 4 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 2,760 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 36 | 0bank
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 3delay in paying off in the past
| 3radio/television
| 4,297 | 0< 100 DM
| 4>= 7 years
| 4 | 0male: divorced/separated
| 0none
| 3 | 3unknown / no property
| 40 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
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