Search is not available for this dataset
status of existing checking account
class label | duration in month
int64 | credit history
class label | purpose
class label | credit amount
int64 | savings account/bonds
class label | present employment since
class label | installment rate in percentage of disposable income
int64 | personal status and sex
class label | other debtors / guarantors
class label | present residence since
int64 | property
class label | age in years
int64 | other installment plans
class label | housing
class label | number of existing credits at this bank
int64 | job
class label | number of people being liable to provide maintenance for
int64 | telephone
class label | foreign worker
class label | class
class label |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0< 0 DM
| 6
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,169
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 0real estate
| 67
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48
| 2existing credits paid back duly till now
| 4domestic appliances
| 5,951
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 1female: divorced/separated/married
| 0none
| 2
| 0real estate
| 22
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 1bad
|
3no checking account
| 12
| 4critical account / other credits existing (not at this bank)
| 7vacation
| 2,096
| 0< 100 DM
| 34 <= ... < 7 years
| 2
| 2male: single
| 0none
| 3
| 0real estate
| 49
| 2none
| 1own
| 1
| 1unskilled - resident
| 2
| 0none
| 0yes
| 0good
|
0< 0 DM
| 42
| 2existing credits paid back duly till now
| 3radio/television
| 7,882
| 0< 100 DM
| 34 <= ... < 7 years
| 2
| 2male: single
| 2guarantor
| 4
| 1building society savings agreement / life insurance
| 45
| 2none
| 2for free
| 1
| 2skilled employee / official
| 2
| 0none
| 0yes
| 0good
|
0< 0 DM
| 24
| 3delay in paying off in the past
| 0car (new)
| 4,870
| 0< 100 DM
| 21 <= ... < 4 years
| 3
| 2male: single
| 0none
| 4
| 3unknown / no property
| 53
| 2none
| 2for free
| 2
| 2skilled employee / official
| 2
| 0none
| 0yes
| 1bad
|
3no checking account
| 36
| 2existing credits paid back duly till now
| 7vacation
| 9,055
| 4unknown / no savings account
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 4
| 3unknown / no property
| 35
| 2none
| 2for free
| 1
| 1unskilled - resident
| 2
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24
| 2existing credits paid back duly till now
| 3radio/television
| 2,835
| 2500 <= ... < 1000 DM
| 4>= 7 years
| 3
| 2male: single
| 0none
| 4
| 1building society savings agreement / life insurance
| 53
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36
| 2existing credits paid back duly till now
| 1car (used)
| 6,948
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 35
| 2none
| 0rent
| 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
| 3,059
| 3>= 1000 DM
| 34 <= ... < 7 years
| 2
| 0male: divorced/separated
| 0none
| 4
| 0real estate
| 61
| 2none
| 1own
| 1
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30
| 4critical account / other credits existing (not at this bank)
| 0car (new)
| 5,234
| 0< 100 DM
| 0unemployed
| 4
| 3male: married/widowed
| 0none
| 2
| 2car or other, not in attribute 6
| 28
| 2none
| 1own
| 2
| 3management / self-employed / highly qualified employee / officer
| 1
| 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12
| 2existing credits paid back duly till now
| 0car (new)
| 1,295
| 0< 100 DM
| 1< 1 year
| 3
| 1female: divorced/separated/married
| 0none
| 1
| 2car or other, not in attribute 6
| 25
| 2none
| 0rent
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 1bad
|
0< 0 DM
| 48
| 2existing credits paid back duly till now
| 9business
| 4,308
| 0< 100 DM
| 1< 1 year
| 3
| 1female: divorced/separated/married
| 0none
| 4
| 1building society savings agreement / life insurance
| 24
| 2none
| 0rent
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12
| 2existing credits paid back duly till now
| 4domestic appliances
| 1,567
| 0< 100 DM
| 21 <= ... < 4 years
| 1
| 1female: divorced/separated/married
| 0none
| 1
| 2car or other, not in attribute 6
| 22
| 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)
| 0car (new)
| 1,199
| 0< 100 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 2car or other, not in attribute 6
| 60
| 2none
| 1own
| 2
| 1unskilled - resident
| 1
| 0none
| 0yes
| 1bad
|
0< 0 DM
| 15
| 2existing credits paid back duly till now
| 0car (new)
| 1,403
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 1female: divorced/separated/married
| 0none
| 4
| 2car or other, not in attribute 6
| 28
| 2none
| 0rent
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 24
| 2existing credits paid back duly till now
| 4domestic appliances
| 1,282
| 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4
| 1female: divorced/separated/married
| 0none
| 2
| 2car or other, not in attribute 6
| 32
| 2none
| 1own
| 1
| 1unskilled - resident
| 1
| 0none
| 0yes
| 1bad
|
3no checking account
| 24
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,424
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 1building society savings agreement / life insurance
| 53
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 30
| 0no credits taken / all credits paid back duly
| 9business
| 8,072
| 4unknown / no savings account
| 1< 1 year
| 2
| 2male: single
| 0none
| 3
| 2car or other, not in attribute 6
| 25
| 0bank
| 1own
| 3
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24
| 2existing credits paid back duly till now
| 1car (used)
| 12,579
| 0< 100 DM
| 4>= 7 years
| 4
| 1female: divorced/separated/married
| 0none
| 2
| 3unknown / no property
| 44
| 2none
| 2for free
| 1
| 3management / self-employed / highly qualified employee / officer
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 24
| 2existing credits paid back duly till now
| 4domestic appliances
| 3,430
| 2500 <= ... < 1000 DM
| 4>= 7 years
| 3
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 31
| 2none
| 1own
| 1
| 2skilled employee / official
| 2
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 9
| 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,134
| 0< 100 DM
| 21 <= ... < 4 years
| 4
| 2male: single
| 0none
| 4
| 2car or other, not in attribute 6
| 48
| 2none
| 1own
| 3
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 6
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,647
| 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 3
| 0real estate
| 44
| 2none
| 0rent
| 1
| 2skilled employee / official
| 2
| 0none
| 0yes
| 0good
|
0< 0 DM
| 10
| 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,241
| 0< 100 DM
| 1< 1 year
| 1
| 2male: single
| 0none
| 3
| 0real estate
| 48
| 2none
| 0rent
| 2
| 1unskilled - resident
| 2
| 0none
| 1no
| 0good
|
10 <= ... < 200 DM
| 12
| 4critical account / other credits existing (not at this bank)
| 1car (used)
| 1,804
| 1100 <= ... < 500 DM
| 1< 1 year
| 3
| 2male: single
| 0none
| 4
| 1building society savings agreement / life insurance
| 44
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 10
| 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,069
| 4unknown / no savings account
| 21 <= ... < 4 years
| 2
| 3male: married/widowed
| 0none
| 1
| 2car or other, not in attribute 6
| 26
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 0none
| 1no
| 0good
|
0< 0 DM
| 6
| 2existing credits paid back duly till now
| 3radio/television
| 1,374
| 0< 100 DM
| 21 <= ... < 4 years
| 1
| 2male: single
| 0none
| 2
| 0real estate
| 36
| 0bank
| 1own
| 1
| 1unskilled - resident
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 6
| 0no credits taken / all credits paid back duly
| 4domestic appliances
| 426
| 0< 100 DM
| 4>= 7 years
| 4
| 3male: married/widowed
| 0none
| 4
| 2car or other, not in attribute 6
| 39
| 2none
| 1own
| 1
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12
| 1all credits at this bank paid back duly
| 4domestic appliances
| 409
| 3>= 1000 DM
| 21 <= ... < 4 years
| 3
| 1female: divorced/separated/married
| 0none
| 3
| 0real estate
| 42
| 2none
| 0rent
| 2
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 7
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,415
| 0< 100 DM
| 21 <= ... < 4 years
| 3
| 2male: single
| 2guarantor
| 2
| 0real estate
| 34
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 60
| 3delay in paying off in the past
| 9business
| 6,836
| 0< 100 DM
| 4>= 7 years
| 3
| 2male: single
| 0none
| 4
| 3unknown / no property
| 63
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 18
| 2existing credits paid back duly till now
| 9business
| 1,913
| 3>= 1000 DM
| 1< 1 year
| 3
| 3male: married/widowed
| 0none
| 3
| 0real estate
| 36
| 0bank
| 1own
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24
| 2existing credits paid back duly till now
| 3radio/television
| 4,020
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 27
| 1stores
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18
| 2existing credits paid back duly till now
| 0car (new)
| 5,866
| 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 30
| 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)
| 9business
| 1,264
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 3unknown / no property
| 57
| 2none
| 0rent
| 1
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12
| 2existing credits paid back duly till now
| 3radio/television
| 1,474
| 0< 100 DM
| 1< 1 year
| 4
| 1female: divorced/separated/married
| 0none
| 1
| 1building society savings agreement / life insurance
| 33
| 0bank
| 1own
| 1
| 3management / self-employed / highly qualified employee / officer
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 45
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 4,746
| 0< 100 DM
| 1< 1 year
| 4
| 2male: single
| 0none
| 2
| 1building society savings agreement / life insurance
| 25
| 2none
| 1own
| 2
| 1unskilled - resident
| 1
| 0none
| 0yes
| 1bad
|
3no checking account
| 48
| 4critical account / other credits existing (not at this bank)
| 7vacation
| 6,110
| 0< 100 DM
| 21 <= ... < 4 years
| 1
| 2male: single
| 0none
| 3
| 3unknown / no property
| 31
| 0bank
| 2for free
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 18
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,100
| 0< 100 DM
| 21 <= ... < 4 years
| 4
| 2male: single
| 1co-applicant
| 2
| 0real estate
| 37
| 1stores
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 10
| 2existing credits paid back duly till now
| 5repairs
| 1,225
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 37
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9
| 2existing credits paid back duly till now
| 4domestic appliances
| 458
| 0< 100 DM
| 21 <= ... < 4 years
| 4
| 2male: single
| 0none
| 3
| 0real estate
| 24
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 30
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,333
| 2500 <= ... < 1000 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 30
| 0bank
| 1own
| 1
| 3management / self-employed / highly qualified employee / officer
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12
| 2existing credits paid back duly till now
| 4domestic appliances
| 1,158
| 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 3
| 0male: divorced/separated
| 0none
| 1
| 2car or other, not in attribute 6
| 26
| 2none
| 1own
| 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
| 6education
| 6,204
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 4
| 0real estate
| 44
| 2none
| 1own
| 1
| 1unskilled - resident
| 2
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 30
| 4critical account / other credits existing (not at this bank)
| 1car (used)
| 6,187
| 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 1
| 3male: married/widowed
| 0none
| 4
| 2car or other, not in attribute 6
| 24
| 2none
| 0rent
| 2
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 48
| 4critical account / other credits existing (not at this bank)
| 1car (used)
| 6,143
| 0< 100 DM
| 4>= 7 years
| 4
| 1female: divorced/separated/married
| 0none
| 4
| 3unknown / no property
| 58
| 1stores
| 2for free
| 2
| 1unskilled - resident
| 1
| 0none
| 0yes
| 1bad
|
3no checking account
| 11
| 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,393
| 0< 100 DM
| 1< 1 year
| 4
| 1female: divorced/separated/married
| 0none
| 4
| 2car or other, not in attribute 6
| 35
| 2none
| 1own
| 2
| 3management / self-employed / highly qualified employee / officer
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 36
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,299
| 2500 <= ... < 1000 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 2car or other, not in attribute 6
| 39
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 6
| 2existing credits paid back duly till now
| 1car (used)
| 1,352
| 2500 <= ... < 1000 DM
| 0unemployed
| 1
| 1female: divorced/separated/married
| 0none
| 2
| 1building society savings agreement / life insurance
| 23
| 2none
| 0rent
| 1
| 0unemployed / unskilled - non-resident
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 11
| 4critical account / other credits existing (not at this bank)
| 0car (new)
| 7,228
| 0< 100 DM
| 21 <= ... < 4 years
| 1
| 2male: single
| 0none
| 4
| 1building society savings agreement / life insurance
| 39
| 2none
| 1own
| 2
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 12
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,073
| 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4
| 1female: divorced/separated/married
| 1co-applicant
| 2
| 0real estate
| 28
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24
| 3delay in paying off in the past
| 3radio/television
| 2,333
| 4unknown / no savings account
| 1< 1 year
| 4
| 2male: single
| 0none
| 2
| 1building society savings agreement / life insurance
| 29
| 0bank
| 1own
| 1
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 27
| 3delay in paying off in the past
| 1car (used)
| 5,965
| 0< 100 DM
| 4>= 7 years
| 1
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 30
| 2none
| 1own
| 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
| 4domestic appliances
| 1,262
| 0< 100 DM
| 21 <= ... < 4 years
| 3
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 25
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 18
| 2existing credits paid back duly till now
| 1car (used)
| 3,378
| 4unknown / no savings account
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 1
| 1building society savings agreement / life insurance
| 31
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36
| 3delay in paying off in the past
| 0car (new)
| 2,225
| 0< 100 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 3unknown / no property
| 57
| 0bank
| 2for free
| 2
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 6
| 1all credits at this bank paid back duly
| 0car (new)
| 783
| 4unknown / no savings account
| 21 <= ... < 4 years
| 1
| 2male: single
| 2guarantor
| 2
| 0real estate
| 26
| 1stores
| 1own
| 1
| 1unskilled - resident
| 2
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12
| 2existing credits paid back duly till now
| 4domestic appliances
| 6,468
| 4unknown / no savings account
| 0unemployed
| 2
| 2male: single
| 0none
| 1
| 3unknown / no property
| 52
| 2none
| 1own
| 1
| 3management / self-employed / highly qualified employee / officer
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 36
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 9,566
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 1female: divorced/separated/married
| 0none
| 2
| 2car or other, not in attribute 6
| 31
| 1stores
| 1own
| 2
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 18
| 2existing credits paid back duly till now
| 0car (new)
| 1,961
| 0< 100 DM
| 4>= 7 years
| 3
| 1female: divorced/separated/married
| 0none
| 2
| 2car or other, not in attribute 6
| 23
| 2none
| 1own
| 1
| 3management / self-employed / highly qualified employee / officer
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 36
| 4critical account / other credits existing (not at this bank)
| 3radio/television
| 6,229
| 0< 100 DM
| 1< 1 year
| 4
| 1female: divorced/separated/married
| 1co-applicant
| 4
| 3unknown / no property
| 23
| 2none
| 0rent
| 2
| 1unskilled - resident
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 9
| 2existing credits paid back duly till now
| 9business
| 1,391
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 3male: married/widowed
| 0none
| 1
| 0real estate
| 27
| 0bank
| 1own
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 15
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,537
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 2guarantor
| 4
| 0real estate
| 50
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36
| 0no credits taken / all credits paid back duly
| 9business
| 1,953
| 0< 100 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 3unknown / no property
| 61
| 2none
| 2for free
| 1
| 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
| 14,421
| 0< 100 DM
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 2
| 2car or other, not in attribute 6
| 25
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 24
| 2existing credits paid back duly till now
| 4domestic appliances
| 3,181
| 0< 100 DM
| 1< 1 year
| 4
| 1female: divorced/separated/married
| 0none
| 4
| 1building society savings agreement / life insurance
| 26
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 27
| 2existing credits paid back duly till now
| 6education
| 5,190
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 1building society savings agreement / life insurance
| 48
| 2none
| 1own
| 4
| 2skilled employee / official
| 2
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,171
| 0< 100 DM
| 1< 1 year
| 2
| 1female: divorced/separated/married
| 0none
| 2
| 2car or other, not in attribute 6
| 29
| 0bank
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12
| 2existing credits paid back duly till now
| 0car (new)
| 1,007
| 3>= 1000 DM
| 21 <= ... < 4 years
| 4
| 3male: married/widowed
| 0none
| 1
| 0real estate
| 22
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 36
| 2existing credits paid back duly till now
| 7vacation
| 1,819
| 0< 100 DM
| 21 <= ... < 4 years
| 4
| 2male: single
| 0none
| 4
| 3unknown / no property
| 37
| 1stores
| 2for free
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 36
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,394
| 4unknown / no savings account
| 21 <= ... < 4 years
| 4
| 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
| 36
| 2existing credits paid back duly till now
| 1car (used)
| 8,133
| 0< 100 DM
| 21 <= ... < 4 years
| 1
| 1female: divorced/separated/married
| 0none
| 2
| 1building society savings agreement / life insurance
| 30
| 0bank
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 7
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 730
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 0none
| 2
| 1building society savings agreement / life insurance
| 46
| 2none
| 0rent
| 2
| 1unskilled - resident
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 8
| 4critical account / other credits existing (not at this bank)
| 2furniture/equipment
| 1,164
| 0< 100 DM
| 4>= 7 years
| 3
| 2male: single
| 0none
| 4
| 3unknown / no property
| 51
| 0bank
| 2for free
| 2
| 3management / self-employed / highly qualified employee / officer
| 2
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 42
| 4critical account / other credits existing (not at this bank)
| 9business
| 5,954
| 0< 100 DM
| 34 <= ... < 7 years
| 2
| 1female: divorced/separated/married
| 0none
| 1
| 0real estate
| 41
| 0bank
| 1own
| 2
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 36
| 2existing credits paid back duly till now
| 7vacation
| 1,977
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 3unknown / no property
| 40
| 2none
| 1own
| 1
| 3management / self-employed / highly qualified employee / officer
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 12
| 4critical account / other credits existing (not at this bank)
| 1car (used)
| 1,526
| 0< 100 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 3unknown / no property
| 66
| 2none
| 2for free
| 2
| 3management / self-employed / highly qualified employee / officer
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 42
| 2existing credits paid back duly till now
| 4domestic appliances
| 3,965
| 0< 100 DM
| 1< 1 year
| 4
| 2male: single
| 0none
| 3
| 2car or other, not in attribute 6
| 34
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 11
| 3delay in paying off in the past
| 4domestic appliances
| 4,771
| 0< 100 DM
| 34 <= ... < 7 years
| 2
| 2male: single
| 0none
| 4
| 1building society savings agreement / life insurance
| 51
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 54
| 0no credits taken / all credits paid back duly
| 1car (used)
| 9,436
| 4unknown / no savings account
| 21 <= ... < 4 years
| 2
| 2male: single
| 0none
| 2
| 1building society savings agreement / life insurance
| 39
| 2none
| 1own
| 1
| 1unskilled - resident
| 2
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30
| 2existing credits paid back duly till now
| 3radio/television
| 3,832
| 0< 100 DM
| 1< 1 year
| 2
| 3male: married/widowed
| 0none
| 1
| 1building society savings agreement / life insurance
| 22
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 24
| 2existing credits paid back duly till now
| 4domestic appliances
| 5,943
| 4unknown / no savings account
| 1< 1 year
| 1
| 1female: divorced/separated/married
| 0none
| 1
| 2car or other, not in attribute 6
| 44
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 15
| 2existing credits paid back duly till now
| 4domestic appliances
| 1,213
| 2500 <= ... < 1000 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 3
| 1building society savings agreement / life insurance
| 47
| 1stores
| 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
| 9business
| 1,568
| 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 3
| 1female: divorced/separated/married
| 0none
| 4
| 1building society savings agreement / life insurance
| 24
| 2none
| 0rent
| 1
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 24
| 2existing credits paid back duly till now
| 2furniture/equipment
| 1,755
| 0< 100 DM
| 4>= 7 years
| 4
| 1female: divorced/separated/married
| 2guarantor
| 4
| 0real estate
| 58
| 2none
| 1own
| 1
| 1unskilled - resident
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 10
| 2existing credits paid back duly till now
| 4domestic appliances
| 2,315
| 0< 100 DM
| 4>= 7 years
| 3
| 2male: single
| 0none
| 4
| 0real estate
| 52
| 2none
| 1own
| 1
| 1unskilled - resident
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 12
| 4critical account / other credits existing (not at this bank)
| 9business
| 1,412
| 0< 100 DM
| 21 <= ... < 4 years
| 4
| 1female: divorced/separated/married
| 2guarantor
| 2
| 0real estate
| 29
| 2none
| 1own
| 2
| 3management / self-employed / highly qualified employee / officer
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18
| 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,295
| 0< 100 DM
| 1< 1 year
| 4
| 1female: divorced/separated/married
| 0none
| 1
| 1building society savings agreement / life insurance
| 27
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36
| 2existing credits paid back duly till now
| 7vacation
| 12,612
| 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 1
| 2male: single
| 0none
| 4
| 3unknown / no property
| 47
| 2none
| 2for free
| 1
| 2skilled employee / official
| 2
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 18
| 2existing credits paid back duly till now
| 0car (new)
| 2,249
| 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4
| 2male: single
| 0none
| 3
| 2car or other, not in attribute 6
| 30
| 2none
| 1own
| 1
| 3management / self-employed / highly qualified employee / officer
| 2
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12
| 0no credits taken / all credits paid back duly
| 6education
| 1,108
| 0< 100 DM
| 34 <= ... < 7 years
| 4
| 2male: single
| 0none
| 3
| 0real estate
| 28
| 2none
| 1own
| 2
| 2skilled employee / official
| 1
| 0none
| 0yes
| 1bad
|
3no checking account
| 12
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 618
| 0< 100 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 0real estate
| 56
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
0< 0 DM
| 12
| 4critical account / other credits existing (not at this bank)
| 1car (used)
| 1,409
| 0< 100 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 3
| 0real estate
| 54
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
3no checking account
| 12
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 797
| 4unknown / no savings account
| 4>= 7 years
| 4
| 1female: divorced/separated/married
| 0none
| 3
| 1building society savings agreement / life insurance
| 33
| 0bank
| 1own
| 1
| 1unskilled - resident
| 2
| 0none
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 24
| 4critical account / other credits existing (not at this bank)
| 3radio/television
| 3,617
| 4unknown / no savings account
| 4>= 7 years
| 4
| 2male: single
| 1co-applicant
| 4
| 3unknown / no property
| 20
| 2none
| 0rent
| 2
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12
| 2existing credits paid back duly till now
| 0car (new)
| 1,318
| 3>= 1000 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 0real estate
| 54
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 54
| 0no credits taken / all credits paid back duly
| 9business
| 15,945
| 0< 100 DM
| 1< 1 year
| 3
| 2male: single
| 0none
| 4
| 3unknown / no property
| 58
| 2none
| 0rent
| 1
| 2skilled employee / official
| 1
| 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 12
| 4critical account / other credits existing (not at this bank)
| 7vacation
| 2,012
| 4unknown / no savings account
| 34 <= ... < 7 years
| 4
| 1female: divorced/separated/married
| 0none
| 2
| 2car or other, not in attribute 6
| 61
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18
| 2existing credits paid back duly till now
| 9business
| 2,622
| 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4
| 2male: single
| 0none
| 4
| 2car or other, not in attribute 6
| 34
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36
| 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,337
| 0< 100 DM
| 4>= 7 years
| 4
| 2male: single
| 0none
| 4
| 0real estate
| 36
| 2none
| 1own
| 1
| 2skilled employee / official
| 1
| 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 20
| 3delay in paying off in the past
| 1car (used)
| 7,057
| 4unknown / no savings account
| 34 <= ... < 7 years
| 3
| 2male: single
| 0none
| 4
| 1building society savings agreement / life insurance
| 36
| 0bank
| 0rent
| 2
| 3management / self-employed / highly qualified employee / officer
| 2
| 1yes, registered under the customer’s name
| 0yes
| 0good
|
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