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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0< 0 DM
| 16 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,625 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 2guarantor
| 4 | 1building society savings agreement / life insurance
| 43 | 0bank
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 20 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,485 | 4unknown / no savings account
| 1< 1 year
| 2 | 0male: divorced/separated
| 0none
| 4 | 0real estate
| 44 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 10,477 | 4unknown / no savings account
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 42 | 2none
| 2for free
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,386 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 40 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,278 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 1 | 0real estate
| 36 | 2none
| 1own
| 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
| 4domestic appliances
| 1,107 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 20 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 21 | 2existing credits paid back duly till now
| 0car (new)
| 3,763 | 4unknown / no savings account
| 34 <= ... < 7 years
| 2 | 2male: single
| 1co-applicant
| 2 | 0real estate
| 24 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 1no
| 0good
|
10 <= ... < 200 DM
| 36 | 2existing credits paid back duly till now
| 7vacation
| 3,711 | 4unknown / no savings account
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 2 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 3delay in paying off in the past
| 1car (used)
| 3,594 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 46 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 0car (new)
| 3,195 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 33 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 3delay in paying off in the past
| 4domestic appliances
| 4,454 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 34 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 4,736 | 0< 100 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 25 | 0bank
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 30 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,991 | 4unknown / no savings account
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 25 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 11 | 2existing credits paid back duly till now
| 9business
| 2,142 | 3>= 1000 DM
| 4>= 7 years
| 1 | 0male: divorced/separated
| 0none
| 2 | 0real estate
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 1all credits at this bank paid back duly
| 9business
| 3,161 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 31 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 48 | 0no credits taken / all credits paid back duly
| 2furniture/equipment
| 18,424 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 32 | 0bank
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 1no
| 1bad
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 1car (used)
| 2,848 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 1co-applicant
| 2 | 0real estate
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 6 | 2existing credits paid back duly till now
| 0car (new)
| 14,896 | 0< 100 DM
| 4>= 7 years
| 1 | 2male: single
| 0none
| 4 | 3unknown / no property
| 68 | 0bank
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 2,359 | 1100 <= ... < 500 DM
| 0unemployed
| 1 | 0male: divorced/separated
| 0none
| 1 | 1building society savings agreement / life insurance
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 3,345 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 39 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,817 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 3unknown / no property
| 28 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 48 | 3delay in paying off in the past
| 4domestic appliances
| 12,749 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 37 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,366 | 0< 100 DM
| 1< 1 year
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 22 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 2,002 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 30 | 2none
| 0rent
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 1all credits at this bank paid back duly
| 3radio/television
| 6,872 | 0< 100 DM
| 1< 1 year
| 2 | 0male: divorced/separated
| 0none
| 1 | 1building society savings agreement / life insurance
| 55 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 12 | 1all credits at this bank paid back duly
| 0car (new)
| 697 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 46 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,049 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 21 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 48 | 2existing credits paid back duly till now
| 1car (used)
| 10,297 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 39 | 1stores
| 2for free
| 3 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 30 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,867 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 58 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 3delay in paying off in the past
| 0car (new)
| 1,344 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 43 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 1,747 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 1co-applicant
| 1 | 1building society savings agreement / life insurance
| 24 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 1no
| 0good
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,670 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 22 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 9 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,224 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 1 | 0real estate
| 30 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 522 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 42 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,498 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 2car or other, not in attribute 6
| 23 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30 | 3delay in paying off in the past
| 4domestic appliances
| 1,919 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 3 | 3unknown / no property
| 30 | 1stores
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 745 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 28 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,063 | 0< 100 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 0none
| 3 | 2car or other, not in attribute 6
| 30 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 60 | 2existing credits paid back duly till now
| 7vacation
| 6,288 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 42 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 6,842 | 4unknown / no savings account
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 46 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 3,527 | 4unknown / no savings account
| 1< 1 year
| 2 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 45 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 0car (new)
| 1,546 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 0real estate
| 31 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 1no
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 929 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 1stores
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 4 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,455 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 1 | 0real estate
| 42 | 2none
| 1own
| 3 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 15 | 2existing credits paid back duly till now
| 3radio/television
| 1,845 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 2guarantor
| 1 | 1building society savings agreement / life insurance
| 46 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 0no credits taken / all credits paid back duly
| 0car (new)
| 8,358 | 2500 <= ... < 1000 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 1 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 1all credits at this bank paid back duly
| 3radio/television
| 3,349 | 2500 <= ... < 1000 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 30 | 2none
| 2for free
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 2,859 | 4unknown / no savings account
| 0unemployed
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 38 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 1,533 | 0< 100 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 1co-applicant
| 1 | 1building society savings agreement / life insurance
| 43 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,621 | 1100 <= ... < 500 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 31 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 9business
| 3,590 | 0< 100 DM
| 0unemployed
| 3 | 3male: married/widowed
| 0none
| 3 | 2car or other, not in attribute 6
| 40 | 2none
| 1own
| 3 | 0unemployed / unskilled - non-resident
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 36 | 3delay in paying off in the past
| 9business
| 2,145 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 24 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 4,113 | 2500 <= ... < 1000 DM
| 1< 1 year
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 28 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 36 | 2existing credits paid back duly till now
| 3radio/television
| 10,974 | 0< 100 DM
| 0unemployed
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 2 | 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
| 0car (new)
| 1,893 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 2guarantor
| 4 | 1building society savings agreement / life insurance
| 29 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,231 | 3>= 1000 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 57 | 2none
| 0rent
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 30 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 3,656 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 49 | 1stores
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,154 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 0real estate
| 37 | 2none
| 1own
| 3 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 28 | 2existing credits paid back duly till now
| 0car (new)
| 4,006 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 45 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 3,069 | 1100 <= ... < 500 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 30 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,740 | 0< 100 DM
| 4>= 7 years
| 2 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 30 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 21 | 3delay in paying off in the past
| 0car (new)
| 2,353 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 0male: divorced/separated
| 0none
| 4 | 1building society savings agreement / life insurance
| 47 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 0car (new)
| 3,556 | 4unknown / no savings account
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 3unknown / no property
| 29 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,397 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 35 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 6education
| 454 | 0< 100 DM
| 1< 1 year
| 3 | 3male: married/widowed
| 0none
| 1 | 1building society savings agreement / life insurance
| 22 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,715 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 27 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,520 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 23 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,568 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 54 | 0bank
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 42 | 2existing credits paid back duly till now
| 4domestic appliances
| 7,166 | 4unknown / no savings account
| 34 <= ... < 7 years
| 2 | 3male: married/widowed
| 0none
| 4 | 1building society savings agreement / life insurance
| 29 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 11 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,939 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 2 | 0real estate
| 40 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 15 | 2existing credits paid back duly till now
| 6education
| 1,514 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 2guarantor
| 2 | 0real estate
| 22 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 7,393 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 43 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 1all credits at this bank paid back duly
| 0car (new)
| 1,193 | 0< 100 DM
| 0unemployed
| 1 | 1female: divorced/separated/married
| 1co-applicant
| 4 | 3unknown / no property
| 29 | 2none
| 0rent
| 2 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 60 | 2existing credits paid back duly till now
| 9business
| 7,297 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 1co-applicant
| 4 | 3unknown / no property
| 36 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 30 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,831 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,258 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 57 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 753 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 2guarantor
| 3 | 0real estate
| 64 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 3delay in paying off in the past
| 9business
| 2,427 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 42 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 3delay in paying off in the past
| 0car (new)
| 2,538 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 47 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 15 | 1all credits at this bank paid back duly
| 0car (new)
| 1,264 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 2 | 1building society savings agreement / life insurance
| 25 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 30 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 8,386 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 49 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 48 | 2existing credits paid back duly till now
| 9business
| 4,844 | 0< 100 DM
| 0unemployed
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 33 | 0bank
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 21 | 2existing credits paid back duly till now
| 0car (new)
| 2,923 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 1 | 2car or other, not in attribute 6
| 28 | 0bank
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 1car (used)
| 8,229 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,028 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 15 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,433 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 1building society savings agreement / life insurance
| 25 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 42 | 0no credits taken / all credits paid back duly
| 9business
| 6,289 | 0< 100 DM
| 1< 1 year
| 2 | 0male: divorced/separated
| 0none
| 1 | 1building society savings agreement / life insurance
| 33 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 13 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,409 | 1100 <= ... < 500 DM
| 0unemployed
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 64 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 6,579 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 2 | 3unknown / no property
| 29 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,743 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 48 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 3,565 | 4unknown / no savings account
| 1< 1 year
| 2 | 2male: single
| 0none
| 1 | 1building society savings agreement / life insurance
| 37 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 1all credits at this bank paid back duly
| 4domestic appliances
| 1,569 | 1100 <= ... < 500 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 34 | 0bank
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,936 | 4unknown / no savings account
| 34 <= ... < 7 years
| 2 | 3male: married/widowed
| 0none
| 4 | 2car or other, not in attribute 6
| 23 | 2none
| 0rent
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 3radio/television
| 3,959 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 1 | 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
| 0car (new)
| 2,390 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 50 | 2none
| 1own
| 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
| 3radio/television
| 1,736 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 31 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 30 | 2existing credits paid back duly till now
| 1car (used)
| 3,857 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 0male: divorced/separated
| 0none
| 4 | 1building society savings agreement / life insurance
| 40 | 2none
| 1own
| 1 | 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
| 4domestic appliances
| 804 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 38 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 45 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,845 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 23 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 45 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 4,576 | 1100 <= ... < 500 DM
| 0unemployed
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
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