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 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 1,597 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 54 | 2none
| 2for free
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,795 | 0< 100 DM
| 4>= 7 years
| 3 | 1female: divorced/separated/married
| 2guarantor
| 4 | 0real estate
| 48 | 0bank
| 0rent
| 2 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 20 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 4,272 | 0< 100 DM
| 4>= 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 24 | 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
| 976 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 35 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 7,472 | 4unknown / no savings account
| 0unemployed
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 24 | 2none
| 0rent
| 1 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 0car (new)
| 9,271 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 590 | 0< 100 DM
| 1< 1 year
| 3 | 3male: married/widowed
| 0none
| 3 | 0real estate
| 26 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 930 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 65 | 2none
| 1own
| 4 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 42 | 1all credits at this bank paid back duly
| 1car (used)
| 9,283 | 0< 100 DM
| 0unemployed
| 1 | 2male: single
| 0none
| 2 | 3unknown / no property
| 55 | 0bank
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 15 | 0no credits taken / all credits paid back duly
| 0car (new)
| 1,778 | 0< 100 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 26 | 2none
| 0rent
| 2 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 8 | 2existing credits paid back duly till now
| 9business
| 907 | 0< 100 DM
| 1< 1 year
| 3 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 484 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 3male: married/widowed
| 2guarantor
| 3 | 0real estate
| 28 | 0bank
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 9,629 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 24 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 48 | 2existing credits paid back duly till now
| 5repairs
| 3,051 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 54 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 48 | 2existing credits paid back duly till now
| 0car (new)
| 3,931 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 46 | 2none
| 2for free
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 36 | 3delay in paying off in the past
| 0car (new)
| 7,432 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 54 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 5repairs
| 1,338 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 1 | 0male: divorced/separated
| 0none
| 4 | 0real estate
| 62 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,554 | 0< 100 DM
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 24 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 2furniture/equipment
| 15,857 | 0< 100 DM
| 0unemployed
| 2 | 0male: divorced/separated
| 1co-applicant
| 3 | 2car or other, not in attribute 6
| 43 | 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
| 4domestic appliances
| 1,345 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 3 | 0real estate
| 26 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 1,101 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 27 | 2none
| 1own
| 2 | 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
| 3,016 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 3male: married/widowed
| 0none
| 1 | 2car or other, not in attribute 6
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 3radio/television
| 2,712 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 41 | 0bank
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 8 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 731 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 47 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 3,780 | 0< 100 DM
| 1< 1 year
| 3 | 0male: divorced/separated
| 0none
| 2 | 2car or other, not in attribute 6
| 35 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 21 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,602 | 0< 100 DM
| 4>= 7 years
| 4 | 3male: married/widowed
| 0none
| 3 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,966 | 0< 100 DM
| 4>= 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 33 | 0bank
| 0rent
| 3 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 18 | 0no credits taken / all credits paid back duly
| 9business
| 4,165 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 36 | 1stores
| 1own
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 1car (used)
| 8,335 | 4unknown / no savings account
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 47 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 48 | 3delay in paying off in the past
| 9business
| 6,681 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 38 | 2none
| 2for free
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 3delay in paying off in the past
| 9business
| 2,375 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 44 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 1,216 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 23 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 45 | 0no credits taken / all credits paid back duly
| 9business
| 11,816 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 29 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 5,084 | 4unknown / no savings account
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 42 | 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
| 15 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,327 | 0< 100 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 25 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 12 | 0no credits taken / all credits paid back duly
| 0car (new)
| 1,082 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 48 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 886 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 21 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 4 | 2existing credits paid back duly till now
| 3radio/television
| 601 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 23 | 2none
| 0rent
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 2,957 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 63 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,611 | 0< 100 DM
| 4>= 7 years
| 4 | 3male: married/widowed
| 1co-applicant
| 3 | 0real estate
| 46 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 3radio/television
| 5,179 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 29 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 21 | 3delay in paying off in the past
| 1car (used)
| 2,993 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 0real estate
| 28 | 1stores
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 6education
| 1,943 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 23 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 1all credits at this bank paid back duly
| 9business
| 1,559 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 50 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 3,422 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 47 | 0bank
| 1own
| 3 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 21 | 2existing credits paid back duly till now
| 3radio/television
| 3,976 | 4unknown / no savings account
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 6,761 | 4unknown / no savings account
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 68 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,249 | 0< 100 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,364 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 4 | 0real estate
| 59 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 709 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 57 | 1stores
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 20 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,235 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 2guarantor
| 2 | 1building society savings agreement / life insurance
| 33 | 0bank
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 1no
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 4,042 | 4unknown / no savings account
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 43 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,471 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 35 | 2none
| 2for free
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 1all credits at this bank paid back duly
| 0car (new)
| 1,442 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 32 | 2none
| 2for free
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 36 | 3delay in paying off in the past
| 0car (new)
| 10,875 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 45 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,474 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 0none
| 3 | 0real estate
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 8retraining
| 894 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 1building society savings agreement / life insurance
| 40 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 3,343 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 3unknown / no property
| 28 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 15 | 2existing credits paid back duly till now
| 0car (new)
| 3,959 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 29 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 0car (new)
| 3,577 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 2guarantor
| 2 | 0real estate
| 26 | 2none
| 0rent
| 1 | 2skilled employee / official
| 2 | 0none
| 1no
| 0good
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 5,804 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 3delay in paying off in the past
| 9business
| 2,169 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 2 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,439 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 27 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 4,526 | 3>= 1000 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 32 | 1stores
| 1own
| 2 | 1unskilled - resident
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 3radio/television
| 2,210 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 25 | 0bank
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 3radio/television
| 2,221 | 2500 <= ... < 1000 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
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,389 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 2car or other, not in attribute 6
| 27 | 1stores
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 3,331 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 42 | 1stores
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 2existing credits paid back duly till now
| 9business
| 7,409 | 4unknown / no savings account
| 4>= 7 years
| 3 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 37 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 652 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 24 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 3delay in paying off in the past
| 3radio/television
| 7,678 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 40 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,343 | 0< 100 DM
| 4>= 7 years
| 1 | 2male: single
| 0none
| 4 | 0real estate
| 46 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 0none
| 1no
| 0good
|
0< 0 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 9business
| 1,382 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 1 | 0real estate
| 26 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 5repairs
| 874 | 4unknown / no savings account
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 3,590 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 1co-applicant
| 2 | 1building society savings agreement / life insurance
| 29 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 11 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,322 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 40 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 1all credits at this bank paid back duly
| 4domestic appliances
| 1,940 | 0< 100 DM
| 1< 1 year
| 3 | 2male: single
| 1co-applicant
| 4 | 3unknown / no property
| 36 | 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
| 4domestic appliances
| 3,595 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 9 | 2existing credits paid back duly till now
| 0car (new)
| 1,422 | 0< 100 DM
| 1< 1 year
| 3 | 2male: single
| 0none
| 2 | 3unknown / no property
| 27 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 30 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 6,742 | 4unknown / no savings account
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 36 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 7,814 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 38 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 9,277 | 4unknown / no savings account
| 21 <= ... < 4 years
| 2 | 0male: divorced/separated
| 0none
| 4 | 3unknown / no property
| 48 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,181 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 36 | 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
| 1,098 | 0< 100 DM
| 0unemployed
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 65 | 2none
| 1own
| 2 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 4,057 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 0male: divorced/separated
| 0none
| 3 | 2car or other, not in attribute 6
| 43 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 7vacation
| 795 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 53 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 9business
| 2,825 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 3unknown / no property
| 34 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 2existing credits paid back duly till now
| 9business
| 15,672 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 23 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 6,614 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 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
|
3no checking account
| 28 | 1all credits at this bank paid back duly
| 1car (used)
| 7,824 | 4unknown / no savings account
| 1< 1 year
| 3 | 2male: single
| 2guarantor
| 4 | 0real estate
| 40 | 0bank
| 0rent
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 27 | 4critical account / other credits existing (not at this bank)
| 9business
| 2,442 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 43 | 1stores
| 1own
| 4 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,829 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 46 | 2none
| 1own
| 2 | 2skilled employee / official
| 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)
| 2,171 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 38 | 0bank
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 1no
| 0good
|
10 <= ... < 200 DM
| 36 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 5,800 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 34 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,169 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 29 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 36 | 3delay in paying off in the past
| 1car (used)
| 8,947 | 4unknown / no savings account
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 1stores
| 1own
| 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
| 4domestic appliances
| 2,606 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 28 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,592 | 3>= 1000 DM
| 34 <= ... < 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 3radio/television
| 2,186 | 4unknown / no savings account
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 33 | 0bank
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 4,153 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 1co-applicant
| 3 | 2car or other, not in attribute 6
| 42 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
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