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
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 1,123 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 29 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 48 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 6,331 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 46 | 2none
| 2for free
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,377 | 1100 <= ... < 500 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 3unknown / no property
| 47 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30 | 3delay in paying off in the past
| 9business
| 2,503 | 1100 <= ... < 500 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 41 | 1stores
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 27 | 2existing credits paid back duly till now
| 9business
| 2,528 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 1building society savings agreement / life insurance
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 0car (new)
| 5,324 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 35 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 2existing credits paid back duly till now
| 0car (new)
| 6,560 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12 | 0no credits taken / all credits paid back duly
| 3radio/television
| 2,969 | 0< 100 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 1building society savings agreement / life insurance
| 25 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,206 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 25 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,118 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 37 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 629 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 32 | 0bank
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 6 | 1all credits at this bank paid back duly
| 7vacation
| 1,198 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 35 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 21 | 2existing credits paid back duly till now
| 1car (used)
| 2,476 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 46 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 9 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,138 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 25 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 60 | 2existing credits paid back duly till now
| 0car (new)
| 14,027 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 3unknown / no property
| 27 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 30 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 7,596 | 4unknown / no savings account
| 4>= 7 years
| 1 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 63 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 30 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 3,077 | 4unknown / no savings account
| 4>= 7 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 40 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,505 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 3unknown / no property
| 32 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 3,148 | 4unknown / no savings account
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 20 | 0no credits taken / all credits paid back duly
| 1car (used)
| 6,148 | 1100 <= ... < 500 DM
| 4>= 7 years
| 3 | 3male: married/widowed
| 0none
| 4 | 2car or other, not in attribute 6
| 31 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 9 | 0no credits taken / all credits paid back duly
| 4domestic appliances
| 1,337 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 34 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 6 | 1all credits at this bank paid back duly
| 7vacation
| 433 | 3>= 1000 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 24 | 0bank
| 0rent
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 1,228 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 24 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 4domestic appliances
| 790 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 66 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 27 | 2existing credits paid back duly till now
| 0car (new)
| 2,570 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 21 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 250 | 3>= 1000 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 41 | 0bank
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,316 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 2 | 1building society savings agreement / life insurance
| 47 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,882 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 25 | 0bank
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 48 | 1all credits at this bank paid back duly
| 9business
| 6,416 | 0< 100 DM
| 4>= 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 3unknown / no property
| 59 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 4critical account / other credits existing (not at this bank)
| 9business
| 1,275 | 3>= 1000 DM
| 21 <= ... < 4 years
| 2 | 0male: divorced/separated
| 0none
| 4 | 0real estate
| 36 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 3delay in paying off in the past
| 4domestic appliances
| 6,403 | 0< 100 DM
| 1< 1 year
| 1 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,987 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 4 | 0real estate
| 21 | 2none
| 0rent
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 8 | 2existing credits paid back duly till now
| 4domestic appliances
| 760 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 2guarantor
| 2 | 0real estate
| 44 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 2,603 | 3>= 1000 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 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 4 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,380 | 0< 100 DM
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 37 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36 | 1all credits at this bank paid back duly
| 5repairs
| 3,990 | 4unknown / no savings account
| 1< 1 year
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 3unknown / no property
| 29 | 0bank
| 1own
| 1 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 11,560 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 23 | 2none
| 0rent
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 4,380 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 35 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 6,761 | 0< 100 DM
| 34 <= ... < 7 years
| 1 | 2male: single
| 0none
| 3 | 3unknown / no property
| 45 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30 | 0no credits taken / all credits paid back duly
| 9business
| 4,280 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 26 | 2none
| 0rent
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 24 | 1all credits at this bank paid back duly
| 0car (new)
| 2,325 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 32 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 10 | 1all credits at this bank paid back duly
| 4domestic appliances
| 1,048 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 23 | 1stores
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 21 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,160 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 41 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 1all credits at this bank paid back duly
| 3radio/television
| 2,483 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 22 | 1stores
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 39 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 14,179 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 13 | 4critical account / other credits existing (not at this bank)
| 9business
| 1,797 | 0< 100 DM
| 1< 1 year
| 3 | 2male: single
| 0none
| 1 | 1building society savings agreement / life insurance
| 28 | 0bank
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 15 | 2existing credits paid back duly till now
| 0car (new)
| 2,511 | 0< 100 DM
| 0unemployed
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 23 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 1,274 | 0< 100 DM
| 1< 1 year
| 3 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 37 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 21 | 2existing credits paid back duly till now
| 1car (used)
| 5,248 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 2existing credits paid back duly till now
| 1car (used)
| 3,029 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 6 | 2existing credits paid back duly till now
| 3radio/television
| 428 | 0< 100 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 1 | 1building society savings agreement / life insurance
| 49 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 976 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 23 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 9business
| 841 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 23 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 30 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 5,771 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 25 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 12 | 3delay in paying off in the past
| 6education
| 1,555 | 3>= 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 55 | 2none
| 2for free
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,285 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 32 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,299 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 1 | 0real estate
| 74 | 2none
| 1own
| 3 | 0unemployed / unskilled - non-resident
| 2 | 0none
| 1no
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 15 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,271 | 4unknown / no savings account
| 21 <= ... < 4 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 39 | 2none
| 2for free
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,393 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 2guarantor
| 2 | 0real estate
| 31 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 691 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 35 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 5,045 | 4unknown / no savings account
| 4>= 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 59 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,124 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 24 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,214 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 3 | 1building society savings agreement / life insurance
| 24 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 21 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 12,680 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 30 | 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 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 2,463 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 4 | 3male: married/widowed
| 0none
| 3 | 1building society savings agreement / life insurance
| 27 | 2none
| 1own
| 2 | 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
| 1,155 | 0< 100 DM
| 4>= 7 years
| 3 | 3male: married/widowed
| 2guarantor
| 3 | 0real estate
| 40 | 0bank
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 30 | 2existing credits paid back duly till now
| 3radio/television
| 3,108 | 0< 100 DM
| 1< 1 year
| 2 | 0male: divorced/separated
| 0none
| 4 | 1building society savings agreement / life insurance
| 31 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 1car (used)
| 2,901 | 4unknown / no savings account
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 31 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 3,617 | 0< 100 DM
| 4>= 7 years
| 1 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 28 | 2none
| 0rent
| 3 | 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
| 1,655 | 0< 100 DM
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 0real estate
| 63 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 2,812 | 4unknown / no savings account
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 26 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 8,065 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 3unknown / no property
| 25 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 21 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 3,275 | 0< 100 DM
| 4>= 7 years
| 1 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 36 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,223 | 1100 <= ... < 500 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 52 | 0bank
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,480 | 2500 <= ... < 1000 DM
| 0unemployed
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 66 | 0bank
| 2for free
| 3 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,371 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 25 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,535 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 37 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,509 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 2guarantor
| 1 | 0real estate
| 25 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 5,711 | 3>= 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 38 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 6education
| 3,872 | 0< 100 DM
| 0unemployed
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 67 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 39 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 4,933 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 2guarantor
| 2 | 0real estate
| 25 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,940 | 3>= 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 60 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 0no credits taken / all credits paid back duly
| 8retraining
| 1,410 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 0real estate
| 31 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 836 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 23 | 0bank
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 20 | 2existing credits paid back duly till now
| 1car (used)
| 6,468 | 4unknown / no savings account
| 0unemployed
| 1 | 0male: divorced/separated
| 0none
| 4 | 0real estate
| 60 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 9business
| 1,941 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 35 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 22 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,675 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 40 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 48 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 2,751 | 4unknown / no savings account
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 38 | 2none
| 1own
| 2 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 3delay in paying off in the past
| 7vacation
| 6,224 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 50 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 40 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 5,998 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 3 | 3unknown / no property
| 27 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 21 | 2existing credits paid back duly till now
| 9business
| 1,188 | 0< 100 DM
| 4>= 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 39 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 6,313 | 4unknown / no savings account
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 41 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,221 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 3male: married/widowed
| 0none
| 2 | 1building society savings agreement / life insurance
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 2,892 | 0< 100 DM
| 4>= 7 years
| 3 | 0male: divorced/separated
| 0none
| 4 | 3unknown / no property
| 51 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 3,062 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 3unknown / no property
| 32 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 3radio/television
| 2,301 | 1100 <= ... < 500 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 22 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 1car (used)
| 7,511 | 4unknown / no savings account
| 4>= 7 years
| 1 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 51 | 2none
| 2for free
| 1 | 2skilled employee / official
| 2 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 1,258 | 0< 100 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 22 | 2none
| 0rent
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 24 | 3delay in paying off in the past
| 0car (new)
| 717 | 4unknown / no savings account
| 4>= 7 years
| 4 | 3male: married/widowed
| 0none
| 4 | 2car or other, not in attribute 6
| 54 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 0car (new)
| 1,549 | 4unknown / no savings account
| 1< 1 year
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 35 | 2none
| 1own
| 1 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 0good
|
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