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
24
4critical account / other credits existing (not at this bank)
7vacation
1,597
0< 100 DM
4>= 7 years
4
2male: single
0none
4
3unknown / no property
54
2none
2for free
2
2skilled employee / official
2
0none
0yes
0good
10 <= ... < 200 DM
18
4critical account / other credits existing (not at this bank)
4domestic appliances
1,795
0< 100 DM
4>= 7 years
3
1female: divorced/separated/married
2guarantor
4
0real estate
48
0bank
0rent
2
1unskilled - resident
1
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
20
4critical account / other credits existing (not at this bank)
3radio/television
4,272
0< 100 DM
4>= 7 years
1
1female: divorced/separated/married
0none
4
1building society savings agreement / life insurance
24
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
3no checking account
12
4critical account / other credits existing (not at this bank)
4domestic appliances
976
4unknown / no savings account
4>= 7 years
4
2male: single
0none
4
2car or other, not in attribute 6
35
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
10 <= ... < 200 DM
12
2existing credits paid back duly till now
0car (new)
7,472
4unknown / no savings account
0unemployed
1
1female: divorced/separated/married
0none
2
0real estate
24
2none
0rent
1
0unemployed / unskilled - non-resident
1
0none
0yes
0good
0< 0 DM
36
2existing credits paid back duly till now
0car (new)
9,271
0< 100 DM
34 <= ... < 7 years
2
2male: single
0none
1
2car or other, not in attribute 6
24
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
10 <= ... < 200 DM
6
2existing credits paid back duly till now
4domestic appliances
590
0< 100 DM
1< 1 year
3
3male: married/widowed
0none
3
0real estate
26
2none
1own
1
1unskilled - resident
1
0none
1no
0good
3no checking account
12
4critical account / other credits existing (not at this bank)
4domestic appliances
930
4unknown / no savings account
4>= 7 years
4
2male: single
0none
4
0real estate
65
2none
1own
4
2skilled employee / official
1
0none
0yes
0good
10 <= ... < 200 DM
42
1all credits at this bank paid back duly
1car (used)
9,283
0< 100 DM
0unemployed
1
2male: single
0none
2
3unknown / no property
55
0bank
2for free
1
3management / self-employed / highly qualified employee / officer
1
1yes, registered under the customer’s name
0yes
0good
10 <= ... < 200 DM
15
0no credits taken / all credits paid back duly
0car (new)
1,778
0< 100 DM
1< 1 year
2
1female: divorced/separated/married
0none
1
0real estate
26
2none
0rent
2
0unemployed / unskilled - non-resident
1
0none
0yes
1bad
10 <= ... < 200 DM
8
2existing credits paid back duly till now
9business
907
0< 100 DM
1< 1 year
3
3male: married/widowed
0none
2
0real estate
26
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
10 <= ... < 200 DM
6
2existing credits paid back duly till now
4domestic appliances
484
0< 100 DM
34 <= ... < 7 years
3
3male: married/widowed
2guarantor
3
0real estate
28
0bank
1own
1
1unskilled - resident
1
0none
0yes
0good
0< 0 DM
36
4critical account / other credits existing (not at this bank)
1car (used)
9,629
0< 100 DM
34 <= ... < 7 years
4
2male: single
0none
4
2car or other, not in attribute 6
24
2none
1own
2
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
0< 0 DM
48
2existing credits paid back duly till now
5repairs
3,051
0< 100 DM
21 <= ... < 4 years
3
2male: single
0none
4
2car or other, not in attribute 6
54
2none
1own
1
2skilled employee / official
1
0none
0yes
1bad
0< 0 DM
48
2existing credits paid back duly till now
0car (new)
3,931
0< 100 DM
34 <= ... < 7 years
4
2male: single
0none
4
3unknown / no property
46
2none
2for free
1
2skilled employee / official
2
0none
0yes
1bad
10 <= ... < 200 DM
36
3delay in paying off in the past
0car (new)
7,432
0< 100 DM
21 <= ... < 4 years
2
1female: divorced/separated/married
0none
2
1building society savings agreement / life insurance
54
2none
0rent
1
2skilled employee / official
1
0none
0yes
0good
3no checking account
6
2existing credits paid back duly till now
5repairs
1,338
2500 <= ... < 1000 DM
21 <= ... < 4 years
1
0male: divorced/separated
0none
4
0real estate
62
2none
1own
1
2skilled employee / official
1
0none
0yes
0good
3no checking account
6
4critical account / other credits existing (not at this bank)
4domestic appliances
1,554
0< 100 DM
34 <= ... < 7 years
1
1female: divorced/separated/married
0none
2
2car or other, not in attribute 6
24
2none
0rent
2
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
36
2existing credits paid back duly till now
2furniture/equipment
15,857
0< 100 DM
0unemployed
2
0male: divorced/separated
1co-applicant
3
2car or other, not in attribute 6
43
2none
1own
1
3management / self-employed / highly qualified employee / officer
1
0none
0yes
0good
0< 0 DM
18
2existing credits paid back duly till now
4domestic appliances
1,345
0< 100 DM
21 <= ... < 4 years
4
3male: married/widowed
0none
3
0real estate
26
0bank
1own
1
2skilled employee / official
1
0none
0yes
1bad
3no checking account
12
2existing credits paid back duly till now
0car (new)
1,101
0< 100 DM
21 <= ... < 4 years
3
3male: married/widowed
0none
2
0real estate
27
2none
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
12
2existing credits paid back duly till now
4domestic appliances
3,016
0< 100 DM
21 <= ... < 4 years
3
3male: married/widowed
0none
1
2car or other, not in attribute 6
24
2none
1own
1
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
36
2existing credits paid back duly till now
3radio/television
2,712
0< 100 DM
4>= 7 years
2
2male: single
0none
2
1building society savings agreement / life insurance
41
0bank
1own
1
2skilled employee / official
2
0none
0yes
1bad
0< 0 DM
8
4critical account / other credits existing (not at this bank)
0car (new)
731
0< 100 DM
4>= 7 years
4
2male: single
0none
4
0real estate
47
2none
1own
2
1unskilled - resident
1
0none
0yes
0good
3no checking account
18
4critical account / other credits existing (not at this bank)
3radio/television
3,780
0< 100 DM
1< 1 year
3
0male: divorced/separated
0none
2
2car or other, not in attribute 6
35
2none
1own
2
3management / self-employed / highly qualified employee / officer
1
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
21
4critical account / other credits existing (not at this bank)
0car (new)
1,602
0< 100 DM
4>= 7 years
4
3male: married/widowed
0none
3
2car or other, not in attribute 6
30
2none
1own
2
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)
0car (new)
3,966
0< 100 DM
4>= 7 years
1
1female: divorced/separated/married
0none
4
0real estate
33
0bank
0rent
3
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
3no checking account
18
0no credits taken / all credits paid back duly
9business
4,165
0< 100 DM
21 <= ... < 4 years
2
2male: single
0none
2
2car or other, not in attribute 6
36
1stores
1own
2
2skilled employee / official
2
0none
0yes
1bad
0< 0 DM
36
2existing credits paid back duly till now
1car (used)
8,335
4unknown / no savings account
4>= 7 years
3
2male: single
0none
4
3unknown / no property
47
2none
2for free
1
2skilled employee / official
1
0none
0yes
1bad
10 <= ... < 200 DM
48
3delay in paying off in the past
9business
6,681
4unknown / no savings account
21 <= ... < 4 years
4
2male: single
0none
4
3unknown / no property
38
2none
2for free
1
2skilled employee / official
2
1yes, registered under the customer’s name
0yes
0good
3no checking account
24
3delay in paying off in the past
9business
2,375
2500 <= ... < 1000 DM
21 <= ... < 4 years
4
2male: single
0none
2
2car or other, not in attribute 6
44
2none
1own
2
2skilled employee / official
2
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
18
2existing credits paid back duly till now
0car (new)
1,216
0< 100 DM
1< 1 year
4
1female: divorced/separated/married
0none
3
2car or other, not in attribute 6
23
2none
0rent
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
0< 0 DM
45
0no credits taken / all credits paid back duly
9business
11,816
0< 100 DM
4>= 7 years
2
2male: single
0none
4
2car or other, not in attribute 6
29
2none
0rent
2
2skilled employee / official
1
0none
0yes
1bad
10 <= ... < 200 DM
24
2existing credits paid back duly till now
4domestic appliances
5,084
4unknown / no savings account
4>= 7 years
2
1female: divorced/separated/married
0none
4
2car or other, not in attribute 6
42
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
2>= 200 DM / salary assignments for at least 1 year
15
2existing credits paid back duly till now
4domestic appliances
2,327
0< 100 DM
1< 1 year
2
1female: divorced/separated/married
0none
3
0real estate
25
2none
1own
1
1unskilled - resident
1
0none
0yes
1bad
0< 0 DM
12
0no credits taken / all credits paid back duly
0car (new)
1,082
0< 100 DM
21 <= ... < 4 years
4
2male: single
0none
4
2car or other, not in attribute 6
48
0bank
1own
2
2skilled employee / official
1
0none
0yes
1bad
3no checking account
12
2existing credits paid back duly till now
4domestic appliances
886
4unknown / no savings account
21 <= ... < 4 years
4
1female: divorced/separated/married
0none
2
2car or other, not in attribute 6
21
2none
1own
1
2skilled employee / official
1
0none
0yes
0good
3no checking account
4
2existing credits paid back duly till now
3radio/television
601
0< 100 DM
1< 1 year
1
1female: divorced/separated/married
0none
3
0real estate
23
2none
0rent
1
1unskilled - resident
2
0none
0yes
0good
0< 0 DM
24
4critical account / other credits existing (not at this bank)
1car (used)
2,957
0< 100 DM
4>= 7 years
4
2male: single
0none
4
1building society savings agreement / life insurance
63
2none
1own
2
2skilled employee / official
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
2,611
0< 100 DM
4>= 7 years
4
3male: married/widowed
1co-applicant
3
0real estate
46
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
36
2existing credits paid back duly till now
3radio/television
5,179
0< 100 DM
34 <= ... < 7 years
4
2male: single
0none
2
1building society savings agreement / life insurance
29
2none
1own
1
2skilled employee / official
1
0none
0yes
1bad
3no checking account
21
3delay in paying off in the past
1car (used)
2,993
0< 100 DM
21 <= ... < 4 years
3
2male: single
0none
2
0real estate
28
1stores
1own
2
1unskilled - resident
1
0none
0yes
0good
3no checking account
18
2existing credits paid back duly till now
6education
1,943
0< 100 DM
1< 1 year
4
1female: divorced/separated/married
0none
4
0real estate
23
2none
1own
1
2skilled employee / official
1
0none
0yes
1bad
3no checking account
24
1all credits at this bank paid back duly
9business
1,559
0< 100 DM
34 <= ... < 7 years
4
2male: single
0none
4
2car or other, not in attribute 6
50
0bank
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
3radio/television
3,422
0< 100 DM
4>= 7 years
4
2male: single
0none
4
1building society savings agreement / life insurance
47
0bank
1own
3
2skilled employee / official
2
1yes, registered under the customer’s name
0yes
0good
10 <= ... < 200 DM
21
2existing credits paid back duly till now
3radio/television
3,976
4unknown / no savings account
34 <= ... < 7 years
2
2male: single
0none
3
2car or other, not in attribute 6
35
2none
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
0car (new)
6,761
4unknown / no savings account
21 <= ... < 4 years
2
2male: single
0none
4
2car or other, not in attribute 6
68
2none
0rent
2
2skilled employee / official
1
0none
0yes
1bad
3no checking account
24
2existing credits paid back duly till now
0car (new)
1,249
0< 100 DM
1< 1 year
4
3male: married/widowed
0none
2
0real estate
28
2none
1own
1
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
9
2existing credits paid back duly till now
4domestic appliances
1,364
0< 100 DM
34 <= ... < 7 years
3
2male: single
0none
4
0real estate
59
2none
1own
1
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
12
2existing credits paid back duly till now
4domestic appliances
709
0< 100 DM
4>= 7 years
4
2male: single
0none
4
0real estate
57
1stores
1own
1
1unskilled - resident
1
0none
0yes
1bad
0< 0 DM
20
4critical account / other credits existing (not at this bank)
0car (new)
2,235
0< 100 DM
21 <= ... < 4 years
4
3male: married/widowed
2guarantor
2
1building society savings agreement / life insurance
33
0bank
0rent
2
2skilled employee / official
1
0none
1no
1bad
3no checking account
24
4critical account / other credits existing (not at this bank)
1car (used)
4,042
4unknown / no savings account
34 <= ... < 7 years
3
2male: single
0none
4
1building society savings agreement / life insurance
43
2none
1own
2
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
15
4critical account / other credits existing (not at this bank)
4domestic appliances
1,471
0< 100 DM
21 <= ... < 4 years
4
2male: single
0none
4
3unknown / no property
35
2none
2for free
2
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
18
1all credits at this bank paid back duly
0car (new)
1,442
0< 100 DM
34 <= ... < 7 years
4
2male: single
0none
4
3unknown / no property
32
2none
2for free
2
1unskilled - resident
2
0none
0yes
1bad
3no checking account
36
3delay in paying off in the past
0car (new)
10,875
0< 100 DM
4>= 7 years
2
2male: single
0none
2
2car or other, not in attribute 6
45
2none
1own
2
2skilled employee / official
2
1yes, registered under the customer’s name
0yes
0good
3no checking account
24
2existing credits paid back duly till now
0car (new)
1,474
1100 <= ... < 500 DM
1< 1 year
4
3male: married/widowed
0none
3
0real estate
33
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
10
2existing credits paid back duly till now
8retraining
894
4unknown / no savings account
34 <= ... < 7 years
4
1female: divorced/separated/married
0none
3
1building society savings agreement / life insurance
40
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
15
4critical account / other credits existing (not at this bank)
3radio/television
3,343
0< 100 DM
21 <= ... < 4 years
4
2male: single
0none
2
3unknown / no property
28
2none
2for free
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
15
2existing credits paid back duly till now
0car (new)
3,959
0< 100 DM
21 <= ... < 4 years
3
1female: divorced/separated/married
0none
2
1building society savings agreement / life insurance
29
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
3no checking account
9
2existing credits paid back duly till now
0car (new)
3,577
1100 <= ... < 500 DM
21 <= ... < 4 years
1
2male: single
2guarantor
2
0real estate
26
2none
0rent
1
2skilled employee / official
2
0none
1no
0good
3no checking account
24
4critical account / other credits existing (not at this bank)
1car (used)
5,804
3>= 1000 DM
21 <= ... < 4 years
4
2male: single
0none
2
0real estate
27
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
3no checking account
18
3delay in paying off in the past
9business
2,169
0< 100 DM
21 <= ... < 4 years
4
3male: married/widowed
0none
2
2car or other, not in attribute 6
28
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
0< 0 DM
24
2existing credits paid back duly till now
4domestic appliances
2,439
0< 100 DM
1< 1 year
4
1female: divorced/separated/married
0none
4
0real estate
35
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
3no checking account
27
4critical account / other credits existing (not at this bank)
3radio/television
4,526
3>= 1000 DM
1< 1 year
4
2male: single
0none
2
0real estate
32
1stores
1own
2
1unskilled - resident
2
1yes, registered under the customer’s name
0yes
0good
3no checking account
10
2existing credits paid back duly till now
3radio/television
2,210
0< 100 DM
21 <= ... < 4 years
2
2male: single
0none
2
0real estate
25
0bank
0rent
1
1unskilled - resident
1
0none
0yes
1bad
3no checking account
15
2existing credits paid back duly till now
3radio/television
2,221
2500 <= ... < 1000 DM
21 <= ... < 4 years
2
1female: divorced/separated/married
0none
4
2car or other, not in attribute 6
20
2none
0rent
1
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
18
2existing credits paid back duly till now
4domestic appliances
2,389
0< 100 DM
1< 1 year
4
1female: divorced/separated/married
0none
1
2car or other, not in attribute 6
27
1stores
1own
1
2skilled employee / official
1
0none
0yes
0good
3no checking account
12
4critical account / other credits existing (not at this bank)
3radio/television
3,331
0< 100 DM
4>= 7 years
2
2male: single
0none
4
1building society savings agreement / life insurance
42
1stores
1own
1
2skilled employee / official
1
0none
0yes
0good
3no checking account
36
2existing credits paid back duly till now
9business
7,409
4unknown / no savings account
4>= 7 years
3
2male: single
0none
2
1building society savings agreement / life insurance
37
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
12
2existing credits paid back duly till now
3radio/television
652
0< 100 DM
4>= 7 years
4
1female: divorced/separated/married
0none
4
1building society savings agreement / life insurance
24
2none
0rent
1
2skilled employee / official
1
0none
0yes
0good
3no checking account
36
3delay in paying off in the past
3radio/television
7,678
2500 <= ... < 1000 DM
34 <= ... < 7 years
2
1female: divorced/separated/married
0none
4
2car or other, not in attribute 6
40
2none
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
6
4critical account / other credits existing (not at this bank)
0car (new)
1,343
0< 100 DM
4>= 7 years
1
2male: single
0none
4
0real estate
46
2none
1own
2
2skilled employee / official
2
0none
1no
0good
0< 0 DM
24
4critical account / other credits existing (not at this bank)
9business
1,382
1100 <= ... < 500 DM
34 <= ... < 7 years
4
2male: single
0none
1
0real estate
26
2none
1own
2
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
15
2existing credits paid back duly till now
5repairs
874
4unknown / no savings account
1< 1 year
4
1female: divorced/separated/married
0none
1
0real estate
24
2none
1own
1
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
12
2existing credits paid back duly till now
3radio/television
3,590
0< 100 DM
21 <= ... < 4 years
2
2male: single
1co-applicant
2
1building society savings agreement / life insurance
29
2none
1own
1
1unskilled - resident
2
0none
0yes
0good
10 <= ... < 200 DM
11
4critical account / other credits existing (not at this bank)
0car (new)
1,322
3>= 1000 DM
21 <= ... < 4 years
4
1female: divorced/separated/married
0none
4
2car or other, not in attribute 6
40
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
18
1all credits at this bank paid back duly
4domestic appliances
1,940
0< 100 DM
1< 1 year
3
2male: single
1co-applicant
4
3unknown / no property
36
0bank
2for free
1
3management / self-employed / highly qualified employee / officer
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
36
2existing credits paid back duly till now
4domestic appliances
3,595
0< 100 DM
4>= 7 years
4
2male: single
0none
2
2car or other, not in attribute 6
28
2none
1own
1
2skilled employee / official
1
0none
0yes
0good
0< 0 DM
9
2existing credits paid back duly till now
0car (new)
1,422
0< 100 DM
1< 1 year
3
2male: single
0none
2
3unknown / no property
27
2none
2for free
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)
4domestic appliances
6,742
4unknown / no savings account
34 <= ... < 7 years
2
2male: single
0none
3
1building society savings agreement / life insurance
36
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
3no checking account
24
2existing credits paid back duly till now
1car (used)
7,814
0< 100 DM
34 <= ... < 7 years
3
2male: single
0none
3
2car or other, not in attribute 6
38
2none
1own
1
3management / self-employed / highly qualified employee / officer
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
24
2existing credits paid back duly till now
1car (used)
9,277
4unknown / no savings account
21 <= ... < 4 years
2
0male: divorced/separated
0none
4
3unknown / no property
48
2none
2for free
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
10 <= ... < 200 DM
30
4critical account / other credits existing (not at this bank)
0car (new)
2,181
4unknown / no savings account
4>= 7 years
4
2male: single
0none
4
0real estate
36
2none
1own
2
2skilled employee / official
1
0none
0yes
0good
3no checking account
18
4critical account / other credits existing (not at this bank)
4domestic appliances
1,098
0< 100 DM
0unemployed
4
1female: divorced/separated/married
0none
4
2car or other, not in attribute 6
65
2none
1own
2
0unemployed / unskilled - non-resident
1
0none
0yes
0good
10 <= ... < 200 DM
24
2existing credits paid back duly till now
3radio/television
4,057
0< 100 DM
34 <= ... < 7 years
3
0male: divorced/separated
0none
3
2car or other, not in attribute 6
43
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
0< 0 DM
12
2existing credits paid back duly till now
7vacation
795
0< 100 DM
1< 1 year
4
1female: divorced/separated/married
0none
4
1building society savings agreement / life insurance
53
2none
1own
1
2skilled employee / official
1
0none
0yes
1bad
10 <= ... < 200 DM
24
4critical account / other credits existing (not at this bank)
9business
2,825
4unknown / no savings account
34 <= ... < 7 years
4
2male: single
0none
3
3unknown / no property
34
2none
1own
2
2skilled employee / official
2
1yes, registered under the customer’s name
0yes
0good
10 <= ... < 200 DM
48
2existing credits paid back duly till now
9business
15,672
0< 100 DM
21 <= ... < 4 years
2
2male: single
0none
2
2car or other, not in attribute 6
23
2none
1own
1
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
1bad
3no checking account
36
4critical account / other credits existing (not at this bank)
0car (new)
6,614
0< 100 DM
4>= 7 years
4
2male: single
0none
4
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
0good
3no checking account
28
1all credits at this bank paid back duly
1car (used)
7,824
4unknown / no savings account
1< 1 year
3
2male: single
2guarantor
4
0real estate
40
0bank
0rent
2
2skilled employee / official
2
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
27
4critical account / other credits existing (not at this bank)
9business
2,442
0< 100 DM
4>= 7 years
4
2male: single
0none
4
2car or other, not in attribute 6
43
1stores
1own
4
3management / self-employed / highly qualified employee / officer
2
1yes, registered under the customer’s name
0yes
0good
3no checking account
15
4critical account / other credits existing (not at this bank)
4domestic appliances
1,829
0< 100 DM
4>= 7 years
4
2male: single
0none
4
2car or other, not in attribute 6
46
2none
1own
2
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)
2,171
0< 100 DM
21 <= ... < 4 years
4
2male: single
0none
4
1building society savings agreement / life insurance
38
0bank
1own
2
1unskilled - resident
1
0none
1no
0good
10 <= ... < 200 DM
36
4critical account / other credits existing (not at this bank)
1car (used)
5,800
0< 100 DM
21 <= ... < 4 years
3
2male: single
0none
4
2car or other, not in attribute 6
34
2none
1own
2
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)
4domestic appliances
1,169
4unknown / no savings account
21 <= ... < 4 years
4
2male: single
0none
3
1building society savings agreement / life insurance
29
2none
1own
2
2skilled employee / official
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
36
3delay in paying off in the past
1car (used)
8,947
4unknown / no savings account
34 <= ... < 7 years
3
2male: single
0none
2
2car or other, not in attribute 6
31
1stores
1own
1
3management / self-employed / highly qualified employee / officer
2
1yes, registered under the customer’s name
0yes
0good
0< 0 DM
21
2existing credits paid back duly till now
4domestic appliances
2,606
0< 100 DM
1< 1 year
4
1female: divorced/separated/married
0none
4
1building society savings agreement / life insurance
28
2none
0rent
1
3management / self-employed / highly qualified employee / officer
1
1yes, registered under the customer’s name
0yes
0good
3no checking account
12
4critical account / other credits existing (not at this bank)
3radio/television
1,592
3>= 1000 DM
34 <= ... < 7 years
3
1female: divorced/separated/married
0none
2
1building society savings agreement / life insurance
35
2none
1own
1
2skilled employee / official
1
0none
1no
0good
3no checking account
15
2existing credits paid back duly till now
3radio/television
2,186
4unknown / no savings account
34 <= ... < 7 years
1
1female: divorced/separated/married
0none
4
0real estate
33
0bank
0rent
1
1unskilled - resident
1
0none
0yes
0good
0< 0 DM
18
2existing credits paid back duly till now
3radio/television
4,153
0< 100 DM
21 <= ... < 4 years
2
2male: single
1co-applicant
3
2car or other, not in attribute 6
42
2none
1own
1
2skilled employee / official
1
0none
0yes
1bad