Search is not available for this dataset
status of existing checking account
class label 4
classes | duration in month
float32 4
72
| credit history
class label 5
classes | purpose
class label 10
classes | credit amount
float32 250
18.4k
| savings account/bonds
class label 5
classes | present employment since
class label 5
classes | installment rate in percentage of disposable income
float32 1
4
| personal status and sex
class label 4
classes | other debtors / guarantors
class label 3
classes | present residence since
float32 1
4
| property
class label 4
classes | age in years
float32 19
75
| other installment plans
class label 3
classes | housing
class label 3
classes | number of existing credits at this bank
float32 1
4
| job
class label 4
classes | number of people being liable to provide maintenance for
float32 1
2
| telephone
class label 2
classes | foreign worker
class label 2
classes | class
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0< 0 DM
| 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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