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
| 9 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 936 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 52 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 1,168 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 3 | 0real estate
| 27 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 27 | 3delay in paying off in the past
| 9business
| 5,117 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 8retraining
| 902 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 3male: married/widowed
| 0none
| 4 | 1building society savings agreement / life insurance
| 21 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,495 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 1 | 0real estate
| 38 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 30 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 10,623 | 0< 100 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 38 | 2none
| 2for free
| 3 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,935 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 43 | 2none
| 1own
| 3 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 5repairs
| 1,424 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 9business
| 6,568 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 2 | 2car or other, not in attribute 6
| 21 | 1stores
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 1car (used)
| 1,413 | 3>= 1000 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 55 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 9 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 3,074 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 2 | 0real estate
| 33 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,835 | 4unknown / no savings account
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 45 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 27 | 0no credits taken / all credits paid back duly
| 9business
| 5,293 | 0< 100 DM
| 0unemployed
| 2 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 50 | 1stores
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 30 | 3delay in paying off in the past
| 9business
| 1,908 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 66 | 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
| 3,342 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 51 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 6 | 4critical account / other credits existing (not at this bank)
| 8retraining
| 932 | 4unknown / no savings account
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 3 | 1building society savings agreement / life insurance
| 39 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 0no credits taken / all credits paid back duly
| 9business
| 3,104 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 1 | 1building society savings agreement / life insurance
| 31 | 0bank
| 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
| 36 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,913 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 23 | 2none
| 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
| 3,021 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 0male: divorced/separated
| 0none
| 2 | 0real estate
| 24 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 0car (new)
| 1,364 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 64 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 625 | 0< 100 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 2guarantor
| 1 | 0real estate
| 26 | 0bank
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 7vacation
| 1,200 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 23 | 0bank
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 707 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 30 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 3delay in paying off in the past
| 9business
| 2,978 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 32 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 1car (used)
| 4,657 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 30 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 36 | 0no credits taken / all credits paid back duly
| 6education
| 2,613 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 2existing credits paid back duly till now
| 4domestic appliances
| 10,961 | 3>= 1000 DM
| 34 <= ... < 7 years
| 1 | 2male: single
| 1co-applicant
| 2 | 3unknown / no property
| 27 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 7,865 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 53 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,478 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 22 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 3,149 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 1 | 3unknown / no property
| 22 | 0bank
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 36 | 2existing credits paid back duly till now
| 4domestic appliances
| 4,210 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 0car (new)
| 2,507 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 51 | 2none
| 2for free
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,141 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 1 | 3unknown / no property
| 35 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 866 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 2guarantor
| 2 | 0real estate
| 25 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 4 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,544 | 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
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,823 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 30 | 1stores
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 2 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 0car (new)
| 14,555 | 4unknown / no savings account
| 0unemployed
| 1 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 23 | 2none
| 1own
| 1 | 0unemployed / unskilled - non-resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 21 | 2existing credits paid back duly till now
| 9business
| 2,767 | 1100 <= ... < 500 DM
| 4>= 7 years
| 4 | 0male: divorced/separated
| 0none
| 2 | 2car or other, not in attribute 6
| 61 | 0bank
| 0rent
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,291 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 35 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 30 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,522 | 0< 100 DM
| 4>= 7 years
| 1 | 2male: single
| 2guarantor
| 3 | 1building society savings agreement / life insurance
| 39 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 915 | 4unknown / no savings account
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 29 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,595 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 51 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 48 | 0no credits taken / all credits paid back duly
| 1car (used)
| 4,605 | 0< 100 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 24 | 2none
| 2for free
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 9business
| 1,185 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 1all credits at this bank paid back duly
| 8retraining
| 3,447 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 35 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 9business
| 1,258 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 1 | 0real estate
| 25 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 717 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 52 | 2none
| 1own
| 3 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 0no credits taken / all credits paid back duly
| 0car (new)
| 1,204 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 1 | 3unknown / no property
| 35 | 0bank
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 1no
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 1,925 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 433 | 0< 100 DM
| 0unemployed
| 3 | 1female: divorced/separated/married
| 1co-applicant
| 4 | 0real estate
| 22 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 666 | 3>= 1000 DM
| 34 <= ... < 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 39 | 2none
| 1own
| 2 | 1unskilled - resident
| 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
| 3radio/television
| 2,251 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 46 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30 | 2existing credits paid back duly till now
| 0car (new)
| 2,150 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 2guarantor
| 2 | 3unknown / no property
| 24 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 3delay in paying off in the past
| 3radio/television
| 4,151 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 35 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 3radio/television
| 2,030 | 4unknown / no savings account
| 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
| 0good
|
10 <= ... < 200 DM
| 60 | 3delay in paying off in the past
| 4domestic appliances
| 7,418 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 1 | 0real estate
| 27 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,684 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 35 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 1all credits at this bank paid back duly
| 4domestic appliances
| 2,149 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 0male: divorced/separated
| 0none
| 1 | 3unknown / no property
| 29 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 1car (used)
| 3,812 | 1100 <= ... < 500 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 23 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 11 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,154 | 1100 <= ... < 500 DM
| 0unemployed
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 57 | 2none
| 1own
| 3 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 1,657 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 27 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,603 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 55 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 5,302 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 36 | 2none
| 2for free
| 3 | 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)
| 7vacation
| 2,748 | 0< 100 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 57 | 0bank
| 2for free
| 3 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 10 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,231 | 0< 100 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 0real estate
| 32 | 2none
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 1no
| 0good
|
10 <= ... < 200 DM
| 15 | 2existing credits paid back duly till now
| 4domestic appliances
| 802 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 37 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 9business
| 6,304 | 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
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,533 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 38 | 1stores
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 14 | 2existing credits paid back duly till now
| 0car (new)
| 8,978 | 0< 100 DM
| 4>= 7 years
| 1 | 0male: divorced/separated
| 0none
| 4 | 1building society savings agreement / life insurance
| 45 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 1no
| 1bad
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 999 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 25 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 2,662 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,402 | 2500 <= ... < 1000 DM
| 34 <= ... < 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 37 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 1all credits at this bank paid back duly
| 0car (new)
| 12,169 | 4unknown / no savings account
| 0unemployed
| 4 | 2male: single
| 1co-applicant
| 4 | 3unknown / no property
| 36 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,060 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 28 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 30 | 2existing credits paid back duly till now
| 6education
| 11,998 | 0< 100 DM
| 1< 1 year
| 1 | 0male: divorced/separated
| 0none
| 1 | 3unknown / no property
| 34 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,697 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 2 | 0real estate
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,404 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 1,262 | 4unknown / no savings account
| 4>= 7 years
| 2 | 0male: divorced/separated
| 0none
| 4 | 1building society savings agreement / life insurance
| 49 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 3radio/television
| 4,611 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,901 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 29 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 3,368 | 3>= 1000 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 23 | 2none
| 0rent
| 2 | 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
| 1,574 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 50 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 18 | 1all credits at this bank paid back duly
| 4domestic appliances
| 1,445 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 49 | 0bank
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,520 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 63 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,878 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 0male: divorced/separated
| 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
|
0< 0 DM
| 47 | 2existing credits paid back duly till now
| 0car (new)
| 10,722 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 35 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 48 | 2existing credits paid back duly till now
| 1car (used)
| 4,788 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 3delay in paying off in the past
| 2furniture/equipment
| 7,582 | 1100 <= ... < 500 DM
| 0unemployed
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 31 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,092 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 2guarantor
| 4 | 0real estate
| 49 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 3delay in paying off in the past
| 4domestic appliances
| 1,024 | 0< 100 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 0none
| 4 | 0real estate
| 48 | 1stores
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 9business
| 1,076 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 1no
| 0good
|
10 <= ... < 200 DM
| 36 | 2existing credits paid back duly till now
| 1car (used)
| 9,398 | 0< 100 DM
| 1< 1 year
| 1 | 3male: married/widowed
| 0none
| 4 | 2car or other, not in attribute 6
| 28 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 6,419 | 0< 100 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 44 | 2none
| 2for free
| 2 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 42 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 4,796 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 56 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 48 | 4critical account / other credits existing (not at this bank)
| 9business
| 7,629 | 4unknown / no savings account
| 4>= 7 years
| 4 | 0male: divorced/separated
| 0none
| 2 | 2car or other, not in attribute 6
| 46 | 0bank
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 2existing credits paid back duly till now
| 3radio/television
| 9,960 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 1car (used)
| 4,675 | 4unknown / no savings account
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 20 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 0car (new)
| 1,287 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 1co-applicant
| 2 | 1building society savings agreement / life insurance
| 45 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 2,515 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 4 | 0real estate
| 43 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 21 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,745 | 3>= 1000 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 32 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
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