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
| 6 | 2existing credits paid back duly till now
| 0car (new)
| 672 | 0< 100 DM
| 0unemployed
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 54 | 2none
| 1own
| 1 | 0unemployed / unskilled - non-resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36 | 0no credits taken / all credits paid back duly
| 4domestic appliances
| 3,804 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 2car or other, not in attribute 6
| 42 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 24 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,344 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 37 | 0bank
| 1own
| 2 | 1unskilled - resident
| 2 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 10 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,038 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 2male: single
| 1co-applicant
| 3 | 1building society savings agreement / life insurance
| 49 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 48 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 10,127 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 3unknown / no property
| 44 | 0bank
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 3radio/television
| 1,543 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 0male: divorced/separated
| 0none
| 2 | 0real estate
| 33 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 30 | 2existing credits paid back duly till now
| 1car (used)
| 4,811 | 4unknown / no savings account
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 24 | 1stores
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 727 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 3male: married/widowed
| 0none
| 3 | 3unknown / no property
| 33 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 8 | 2existing credits paid back duly till now
| 3radio/television
| 1,237 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 24 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 9 | 2existing credits paid back duly till now
| 0car (new)
| 276 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 4 | 0real estate
| 22 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 48 | 2existing credits paid back duly till now
| 2furniture/equipment
| 5,381 | 4unknown / no savings account
| 0unemployed
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 40 | 0bank
| 2for free
| 1 | 0unemployed / unskilled - non-resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 5,511 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 25 | 1stores
| 1own
| 1 | 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
| 3,749 | 0< 100 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 685 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 3male: married/widowed
| 0none
| 3 | 2car or other, not in attribute 6
| 25 | 0bank
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
2>= 200 DM / salary assignments for at least 1 year
| 4 | 2existing credits paid back duly till now
| 0car (new)
| 1,494 | 4unknown / no savings account
| 1< 1 year
| 1 | 2male: single
| 0none
| 2 | 0real estate
| 29 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 1no
| 0good
|
0< 0 DM
| 36 | 1all credits at this bank paid back duly
| 3radio/television
| 2,746 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 31 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 708 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 2guarantor
| 3 | 1building society savings agreement / life insurance
| 38 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 4,351 | 4unknown / no savings account
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 48 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 701 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 32 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 15 | 3delay in paying off in the past
| 3radio/television
| 3,643 | 0< 100 DM
| 4>= 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 27 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 30 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 4,249 | 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
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,938 | 0< 100 DM
| 1< 1 year
| 4 | 0male: divorced/separated
| 0none
| 3 | 1building society savings agreement / life insurance
| 32 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 1car (used)
| 2,910 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 1 | 3unknown / no property
| 34 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 2,659 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 1,028 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 36 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 8 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 3,398 | 0< 100 DM
| 34 <= ... < 7 years
| 1 | 2male: single
| 0none
| 4 | 0real estate
| 39 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 1no
| 0good
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 5,801 | 4unknown / no savings account
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 49 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,525 | 3>= 1000 DM
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 3 | 2car or other, not in attribute 6
| 34 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 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
| 4,473 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 6 | 2existing credits paid back duly till now
| 4domestic appliances
| 1,068 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 0good
|
0< 0 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 6,615 | 0< 100 DM
| 0unemployed
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 75 | 2none
| 2for free
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 1,864 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 30 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 60 | 2existing credits paid back duly till now
| 0car (new)
| 7,408 | 1100 <= ... < 500 DM
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 1building society savings agreement / life insurance
| 24 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 48 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 11,590 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 24 | 0bank
| 0rent
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 24 | 0no credits taken / all credits paid back duly
| 3radio/television
| 4,110 | 0< 100 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 23 | 0bank
| 0rent
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 6 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 3,384 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 0male: divorced/separated
| 0none
| 4 | 0real estate
| 44 | 2none
| 0rent
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 13 | 2existing credits paid back duly till now
| 4domestic appliances
| 2,101 | 0< 100 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 2guarantor
| 4 | 1building society savings agreement / life insurance
| 23 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 15 | 2existing credits paid back duly till now
| 5repairs
| 1,275 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 24 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
0< 0 DM
| 24 | 2existing credits paid back duly till now
| 3radio/television
| 4,169 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 10 | 2existing credits paid back duly till now
| 3radio/television
| 1,521 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 0male: divorced/separated
| 0none
| 2 | 2car or other, not in attribute 6
| 31 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 5,743 | 0< 100 DM
| 1< 1 year
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 24 | 2none
| 2for free
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 21 | 2existing credits paid back duly till now
| 3radio/television
| 3,599 | 0< 100 DM
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 26 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,213 | 2500 <= ... < 1000 DM
| 1< 1 year
| 1 | 3male: married/widowed
| 0none
| 3 | 0real estate
| 25 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 9business
| 4,439 | 0< 100 DM
| 4>= 7 years
| 1 | 2male: single
| 1co-applicant
| 1 | 0real estate
| 33 | 0bank
| 1own
| 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
| 10 | 2existing credits paid back duly till now
| 0car (new)
| 3,949 | 0< 100 DM
| 1< 1 year
| 1 | 2male: single
| 2guarantor
| 1 | 1building society savings agreement / life insurance
| 37 | 2none
| 1own
| 1 | 1unskilled - resident
| 2 | 0none
| 0yes
| 0good
|
3no checking account
| 15 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,459 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 43 | 2none
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 13 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 882 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 2guarantor
| 4 | 0real estate
| 23 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,758 | 2500 <= ... < 1000 DM
| 0unemployed
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 23 | 2none
| 0rent
| 1 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 6 | 3delay in paying off in the past
| 9business
| 1,743 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 1 | 2male: single
| 0none
| 2 | 0real estate
| 34 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 9 | 4critical account / other credits existing (not at this bank)
| 7vacation
| 1,136 | 3>= 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 3 | 3unknown / no property
| 32 | 2none
| 2for free
| 2 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 5repairs
| 1,236 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 23 | 2none
| 0rent
| 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
| 3radio/television
| 959 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 29 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 1no
| 1bad
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 3,229 | 4unknown / no savings account
| 0unemployed
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 38 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 0no credits taken / all credits paid back duly
| 4domestic appliances
| 6,199 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 28 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 10 | 2existing credits paid back duly till now
| 7vacation
| 727 | 2500 <= ... < 1000 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 46 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 24 | 2existing credits paid back duly till now
| 0car (new)
| 1,246 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 2 | 0real estate
| 23 | 1stores
| 1own
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,331 | 4unknown / no savings account
| 4>= 7 years
| 1 | 2male: single
| 1co-applicant
| 4 | 0real estate
| 49 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 36 | 3delay in paying off in the past
| 4domestic appliances
| 4,463 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 26 | 2none
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 776 | 0< 100 DM
| 21 <= ... < 4 years
| 4 | 3male: married/widowed
| 0none
| 2 | 0real estate
| 28 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 30 | 2existing credits paid back duly till now
| 3radio/television
| 2,406 | 0< 100 DM
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 23 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 7vacation
| 1,239 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 3unknown / no property
| 61 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 2existing credits paid back duly till now
| 4domestic appliances
| 3,399 | 4unknown / no savings account
| 4>= 7 years
| 2 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 37 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 3delay in paying off in the past
| 0car (new)
| 2,247 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 36 | 1stores
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 6 | 2existing credits paid back duly till now
| 3radio/television
| 1,766 | 0< 100 DM
| 21 <= ... < 4 years
| 1 | 3male: married/widowed
| 0none
| 2 | 1building society savings agreement / life insurance
| 21 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 2,473 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 25 | 2none
| 1own
| 1 | 0unemployed / unskilled - non-resident
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 12 | 2existing credits paid back duly till now
| 9business
| 1,542 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 36 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 1car (used)
| 3,850 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 2male: single
| 0none
| 1 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 3,650 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 22 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 3radio/television
| 3,446 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 2car or other, not in attribute 6
| 42 | 2none
| 1own
| 1 | 2skilled employee / official
| 2 | 0none
| 0yes
| 1bad
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 3radio/television
| 3,001 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 40 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 36 | 2existing credits paid back duly till now
| 0car (new)
| 3,079 | 4unknown / no savings account
| 21 <= ... < 4 years
| 4 | 2male: single
| 0none
| 4 | 0real estate
| 36 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 6,070 | 0< 100 DM
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 33 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
3no checking account
| 10 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,146 | 0< 100 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 3 | 0real estate
| 23 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 60 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 13,756 | 4unknown / no savings account
| 4>= 7 years
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 63 | 0bank
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 60 | 1all credits at this bank paid back duly
| 2furniture/equipment
| 14,782 | 1100 <= ... < 500 DM
| 4>= 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 60 | 0bank
| 2for free
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
0< 0 DM
| 48 | 1all credits at this bank paid back duly
| 9business
| 7,685 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 1female: divorced/separated/married
| 2guarantor
| 4 | 2car or other, not in attribute 6
| 37 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 18 | 3delay in paying off in the past
| 4domestic appliances
| 2,320 | 0< 100 DM
| 0unemployed
| 2 | 3male: married/widowed
| 0none
| 3 | 0real estate
| 34 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 7 | 3delay in paying off in the past
| 4domestic appliances
| 846 | 4unknown / no savings account
| 4>= 7 years
| 3 | 2male: single
| 0none
| 4 | 3unknown / no property
| 36 | 2none
| 2for free
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 36 | 2existing credits paid back duly till now
| 0car (new)
| 14,318 | 0< 100 DM
| 4>= 7 years
| 4 | 2male: single
| 0none
| 2 | 3unknown / no property
| 57 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 6 | 4critical account / other credits existing (not at this bank)
| 0car (new)
| 362 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 52 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 20 | 2existing credits paid back duly till now
| 3radio/television
| 2,212 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 39 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 18 | 2existing credits paid back duly till now
| 1car (used)
| 12,976 | 0< 100 DM
| 0unemployed
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 38 | 2none
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 1bad
|
3no checking account
| 22 | 2existing credits paid back duly till now
| 0car (new)
| 1,283 | 4unknown / no savings account
| 34 <= ... < 7 years
| 4 | 1female: divorced/separated/married
| 0none
| 4 | 1building society savings agreement / life insurance
| 25 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
2>= 200 DM / salary assignments for at least 1 year
| 12 | 2existing credits paid back duly till now
| 0car (new)
| 1,330 | 0< 100 DM
| 1< 1 year
| 4 | 2male: single
| 0none
| 1 | 0real estate
| 26 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 30 | 3delay in paying off in the past
| 9business
| 4,272 | 1100 <= ... < 500 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 2 | 1building society savings agreement / life insurance
| 26 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 2,238 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 1female: divorced/separated/married
| 0none
| 1 | 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
| 4domestic appliances
| 1,126 | 4unknown / no savings account
| 1< 1 year
| 4 | 1female: divorced/separated/married
| 0none
| 2 | 0real estate
| 21 | 2none
| 0rent
| 1 | 2skilled employee / official
| 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
| 7,374 | 0< 100 DM
| 0unemployed
| 4 | 2male: single
| 0none
| 4 | 1building society savings agreement / life insurance
| 40 | 1stores
| 1own
| 2 | 3management / self-employed / highly qualified employee / officer
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
10 <= ... < 200 DM
| 15 | 4critical account / other credits existing (not at this bank)
| 9business
| 2,326 | 2500 <= ... < 1000 DM
| 21 <= ... < 4 years
| 2 | 2male: single
| 0none
| 4 | 2car or other, not in attribute 6
| 27 | 0bank
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 9 | 2existing credits paid back duly till now
| 9business
| 1,449 | 0< 100 DM
| 34 <= ... < 7 years
| 3 | 1female: divorced/separated/married
| 0none
| 2 | 2car or other, not in attribute 6
| 27 | 2none
| 1own
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 18 | 2existing credits paid back duly till now
| 0car (new)
| 1,820 | 0< 100 DM
| 21 <= ... < 4 years
| 2 | 3male: married/widowed
| 0none
| 2 | 1building society savings agreement / life insurance
| 30 | 2none
| 1own
| 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
| 3radio/television
| 983 | 3>= 1000 DM
| 1< 1 year
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 0real estate
| 19 | 2none
| 0rent
| 1 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
0< 0 DM
| 36 | 2existing credits paid back duly till now
| 0car (new)
| 3,249 | 0< 100 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 4 | 3unknown / no property
| 39 | 0bank
| 2for free
| 1 | 3management / self-employed / highly qualified employee / officer
| 2 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 6 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,957 | 0< 100 DM
| 34 <= ... < 7 years
| 1 | 1female: divorced/separated/married
| 0none
| 4 | 2car or other, not in attribute 6
| 31 | 2none
| 1own
| 1 | 2skilled employee / official
| 1 | 0none
| 0yes
| 0good
|
3no checking account
| 9 | 4critical account / other credits existing (not at this bank)
| 3radio/television
| 2,406 | 0< 100 DM
| 0unemployed
| 2 | 2male: single
| 0none
| 3 | 2car or other, not in attribute 6
| 31 | 2none
| 1own
| 1 | 3management / self-employed / highly qualified employee / officer
| 1 | 0none
| 0yes
| 0good
|
10 <= ... < 200 DM
| 39 | 3delay in paying off in the past
| 7vacation
| 11,760 | 1100 <= ... < 500 DM
| 34 <= ... < 7 years
| 2 | 2male: single
| 0none
| 3 | 3unknown / no property
| 32 | 2none
| 0rent
| 1 | 2skilled employee / official
| 1 | 1yes, registered under the customer’s name
| 0yes
| 0good
|
0< 0 DM
| 12 | 2existing credits paid back duly till now
| 3radio/television
| 2,578 | 0< 100 DM
| 0unemployed
| 3 | 1female: divorced/separated/married
| 0none
| 4 | 3unknown / no property
| 55 | 2none
| 2for free
| 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
| 2,348 | 0< 100 DM
| 21 <= ... < 4 years
| 3 | 3male: married/widowed
| 0none
| 2 | 1building society savings agreement / life insurance
| 46 | 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
| 0car (new)
| 1,223 | 0< 100 DM
| 4>= 7 years
| 1 | 0male: divorced/separated
| 0none
| 1 | 0real estate
| 46 | 2none
| 0rent
| 2 | 2skilled employee / official
| 1 | 0none
| 0yes
| 1bad
|
3no checking account
| 24 | 4critical account / other credits existing (not at this bank)
| 4domestic appliances
| 1,516 | 3>= 1000 DM
| 21 <= ... < 4 years
| 4 | 1female: divorced/separated/married
| 0none
| 1 | 0real estate
| 43 | 2none
| 1own
| 2 | 1unskilled - resident
| 1 | 0none
| 0yes
| 0good
|
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