Dataset Viewer
age
int64 19
87
| job
stringclasses 12
values | marital
stringclasses 3
values | education
stringclasses 4
values | default
stringclasses 2
values | balance
int64 -3,313
71.2k
| housing
stringclasses 2
values | loan
stringclasses 2
values | contact
stringclasses 3
values | day
int64 1
31
| month
stringclasses 12
values | duration
int64 4
3.03k
| campaign
int64 1
50
| pdays
int64 -1
871
| previous
int64 0
25
| poutcome
stringclasses 4
values | y
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30
|
unemployed
|
married
|
primary
|
no
| 1,787
|
no
|
no
|
cellular
| 19
|
oct
| 79
| 1
| -1
| 0
|
unknown
| 0no
|
33
|
services
|
married
|
secondary
|
no
| 4,789
|
yes
|
yes
|
cellular
| 11
|
may
| 220
| 1
| 339
| 4
|
failure
| 0no
|
35
|
management
|
single
|
tertiary
|
no
| 1,350
|
yes
|
no
|
cellular
| 16
|
apr
| 185
| 1
| 330
| 1
|
failure
| 0no
|
30
|
management
|
married
|
tertiary
|
no
| 1,476
|
yes
|
yes
|
unknown
| 3
|
jun
| 199
| 4
| -1
| 0
|
unknown
| 0no
|
59
|
blue-collar
|
married
|
secondary
|
no
| 0
|
yes
|
no
|
unknown
| 5
|
may
| 226
| 1
| -1
| 0
|
unknown
| 0no
|
35
|
management
|
single
|
tertiary
|
no
| 747
|
no
|
no
|
cellular
| 23
|
feb
| 141
| 2
| 176
| 3
|
failure
| 0no
|
36
|
self-employed
|
married
|
tertiary
|
no
| 307
|
yes
|
no
|
cellular
| 14
|
may
| 341
| 1
| 330
| 2
|
other
| 0no
|
39
|
technician
|
married
|
secondary
|
no
| 147
|
yes
|
no
|
cellular
| 6
|
may
| 151
| 2
| -1
| 0
|
unknown
| 0no
|
41
|
entrepreneur
|
married
|
tertiary
|
no
| 221
|
yes
|
no
|
unknown
| 14
|
may
| 57
| 2
| -1
| 0
|
unknown
| 0no
|
43
|
services
|
married
|
primary
|
no
| -88
|
yes
|
yes
|
cellular
| 17
|
apr
| 313
| 1
| 147
| 2
|
failure
| 0no
|
39
|
services
|
married
|
secondary
|
no
| 9,374
|
yes
|
no
|
unknown
| 20
|
may
| 273
| 1
| -1
| 0
|
unknown
| 0no
|
43
|
admin.
|
married
|
secondary
|
no
| 264
|
yes
|
no
|
cellular
| 17
|
apr
| 113
| 2
| -1
| 0
|
unknown
| 0no
|
36
|
technician
|
married
|
tertiary
|
no
| 1,109
|
no
|
no
|
cellular
| 13
|
aug
| 328
| 2
| -1
| 0
|
unknown
| 0no
|
20
|
student
|
single
|
secondary
|
no
| 502
|
no
|
no
|
cellular
| 30
|
apr
| 261
| 1
| -1
| 0
|
unknown
| 1yes
|
31
|
blue-collar
|
married
|
secondary
|
no
| 360
|
yes
|
yes
|
cellular
| 29
|
jan
| 89
| 1
| 241
| 1
|
failure
| 0no
|
40
|
management
|
married
|
tertiary
|
no
| 194
|
no
|
yes
|
cellular
| 29
|
aug
| 189
| 2
| -1
| 0
|
unknown
| 0no
|
56
|
technician
|
married
|
secondary
|
no
| 4,073
|
no
|
no
|
cellular
| 27
|
aug
| 239
| 5
| -1
| 0
|
unknown
| 0no
|
37
|
admin.
|
single
|
tertiary
|
no
| 2,317
|
yes
|
no
|
cellular
| 20
|
apr
| 114
| 1
| 152
| 2
|
failure
| 0no
|
25
|
blue-collar
|
single
|
primary
|
no
| -221
|
yes
|
no
|
unknown
| 23
|
may
| 250
| 1
| -1
| 0
|
unknown
| 0no
|
31
|
services
|
married
|
secondary
|
no
| 132
|
no
|
no
|
cellular
| 7
|
jul
| 148
| 1
| 152
| 1
|
other
| 0no
|
38
|
management
|
divorced
|
unknown
|
no
| 0
|
yes
|
no
|
cellular
| 18
|
nov
| 96
| 2
| -1
| 0
|
unknown
| 0no
|
42
|
management
|
divorced
|
tertiary
|
no
| 16
|
no
|
no
|
cellular
| 19
|
nov
| 140
| 3
| -1
| 0
|
unknown
| 0no
|
44
|
services
|
single
|
secondary
|
no
| 106
|
no
|
no
|
unknown
| 12
|
jun
| 109
| 2
| -1
| 0
|
unknown
| 0no
|
44
|
entrepreneur
|
married
|
secondary
|
no
| 93
|
no
|
no
|
cellular
| 7
|
jul
| 125
| 2
| -1
| 0
|
unknown
| 0no
|
26
|
housemaid
|
married
|
tertiary
|
no
| 543
|
no
|
no
|
cellular
| 30
|
jan
| 169
| 3
| -1
| 0
|
unknown
| 0no
|
41
|
management
|
married
|
tertiary
|
no
| 5,883
|
no
|
no
|
cellular
| 20
|
nov
| 182
| 2
| -1
| 0
|
unknown
| 0no
|
55
|
blue-collar
|
married
|
primary
|
no
| 627
|
yes
|
no
|
unknown
| 5
|
may
| 247
| 1
| -1
| 0
|
unknown
| 0no
|
67
|
retired
|
married
|
unknown
|
no
| 696
|
no
|
no
|
telephone
| 17
|
aug
| 119
| 1
| 105
| 2
|
failure
| 0no
|
56
|
self-employed
|
married
|
secondary
|
no
| 784
|
no
|
yes
|
cellular
| 30
|
jul
| 149
| 2
| -1
| 0
|
unknown
| 0no
|
53
|
admin.
|
married
|
secondary
|
no
| 105
|
no
|
yes
|
cellular
| 21
|
aug
| 74
| 2
| -1
| 0
|
unknown
| 0no
|
68
|
retired
|
divorced
|
secondary
|
no
| 4,189
|
no
|
no
|
telephone
| 14
|
jul
| 897
| 2
| -1
| 0
|
unknown
| 1yes
|
31
|
technician
|
married
|
secondary
|
no
| 171
|
no
|
no
|
cellular
| 27
|
aug
| 81
| 3
| -1
| 0
|
unknown
| 0no
|
59
|
management
|
married
|
secondary
|
no
| 42
|
no
|
no
|
cellular
| 21
|
nov
| 40
| 1
| -1
| 0
|
unknown
| 0no
|
32
|
management
|
single
|
tertiary
|
no
| 2,536
|
yes
|
no
|
cellular
| 26
|
aug
| 958
| 6
| -1
| 0
|
unknown
| 1yes
|
49
|
technician
|
married
|
tertiary
|
no
| 1,235
|
no
|
no
|
cellular
| 13
|
aug
| 354
| 3
| -1
| 0
|
unknown
| 1yes
|
42
|
admin.
|
divorced
|
secondary
|
no
| 1,811
|
yes
|
no
|
unknown
| 14
|
may
| 150
| 1
| -1
| 0
|
unknown
| 0no
|
78
|
retired
|
divorced
|
primary
|
no
| 229
|
no
|
no
|
telephone
| 22
|
oct
| 97
| 1
| -1
| 0
|
unknown
| 1yes
|
32
|
blue-collar
|
married
|
secondary
|
no
| 2,089
|
yes
|
no
|
cellular
| 14
|
nov
| 132
| 1
| -1
| 0
|
unknown
| 1yes
|
33
|
management
|
married
|
secondary
|
no
| 3,935
|
yes
|
no
|
cellular
| 6
|
may
| 765
| 1
| 342
| 2
|
failure
| 1yes
|
23
|
services
|
single
|
tertiary
|
no
| 363
|
yes
|
no
|
unknown
| 30
|
may
| 16
| 18
| -1
| 0
|
unknown
| 0no
|
38
|
management
|
single
|
tertiary
|
no
| 11,971
|
yes
|
no
|
unknown
| 17
|
nov
| 609
| 2
| 101
| 3
|
failure
| 0no
|
36
|
management
|
single
|
tertiary
|
no
| 553
|
no
|
no
|
cellular
| 11
|
aug
| 106
| 2
| -1
| 0
|
unknown
| 0no
|
52
|
blue-collar
|
married
|
secondary
|
no
| 1,117
|
yes
|
no
|
cellular
| 13
|
may
| 365
| 1
| -1
| 0
|
unknown
| 0no
|
32
|
technician
|
married
|
tertiary
|
no
| 396
|
yes
|
no
|
cellular
| 13
|
may
| 205
| 3
| -1
| 0
|
unknown
| 0no
|
32
|
technician
|
single
|
tertiary
|
no
| 2,204
|
yes
|
no
|
cellular
| 21
|
nov
| 11
| 4
| -1
| 0
|
unknown
| 0no
|
34
|
management
|
single
|
tertiary
|
no
| 872
|
yes
|
no
|
unknown
| 7
|
may
| 105
| 2
| -1
| 0
|
unknown
| 0no
|
55
|
blue-collar
|
married
|
primary
|
no
| 145
|
no
|
no
|
telephone
| 2
|
feb
| 59
| 3
| 5
| 2
|
other
| 0no
|
26
|
blue-collar
|
married
|
primary
|
no
| 0
|
yes
|
no
|
unknown
| 21
|
may
| 425
| 1
| -1
| 0
|
unknown
| 0no
|
32
|
entrepreneur
|
single
|
primary
|
yes
| -849
|
yes
|
yes
|
cellular
| 4
|
feb
| 204
| 1
| -1
| 0
|
unknown
| 0no
|
61
|
admin.
|
married
|
unknown
|
no
| 4,629
|
yes
|
no
|
cellular
| 27
|
jan
| 181
| 1
| 92
| 1
|
success
| 1yes
|
45
|
blue-collar
|
divorced
|
primary
|
no
| 844
|
no
|
no
|
unknown
| 5
|
jun
| 1,018
| 3
| -1
| 0
|
unknown
| 1yes
|
37
|
technician
|
single
|
secondary
|
no
| 228
|
yes
|
no
|
cellular
| 20
|
aug
| 1,740
| 2
| -1
| 0
|
unknown
| 0no
|
38
|
technician
|
single
|
secondary
|
no
| 50
|
no
|
no
|
cellular
| 29
|
aug
| 98
| 2
| -1
| 0
|
unknown
| 0no
|
34
|
technician
|
married
|
tertiary
|
no
| 1,539
|
yes
|
no
|
cellular
| 15
|
jun
| 441
| 1
| 56
| 1
|
other
| 1yes
|
53
|
blue-collar
|
married
|
secondary
|
no
| 2,231
|
yes
|
no
|
cellular
| 14
|
jul
| 272
| 3
| -1
| 0
|
unknown
| 0no
|
48
|
admin.
|
married
|
secondary
|
no
| 3,064
|
yes
|
no
|
telephone
| 15
|
jul
| 159
| 2
| -1
| 0
|
unknown
| 0no
|
57
|
management
|
married
|
secondary
|
no
| 82
|
no
|
yes
|
telephone
| 4
|
feb
| 140
| 1
| -1
| 0
|
unknown
| 0no
|
33
|
self-employed
|
single
|
tertiary
|
no
| 2,155
|
no
|
no
|
cellular
| 17
|
nov
| 295
| 1
| -1
| 0
|
unknown
| 0no
|
36
|
retired
|
single
|
secondary
|
no
| 101
|
yes
|
yes
|
unknown
| 26
|
may
| 314
| 1
| -1
| 0
|
unknown
| 0no
|
54
|
technician
|
divorced
|
secondary
|
no
| 784
|
yes
|
yes
|
unknown
| 15
|
may
| 579
| 1
| -1
| 0
|
unknown
| 0no
|
41
|
blue-collar
|
married
|
primary
|
no
| -516
|
no
|
yes
|
telephone
| 8
|
jul
| 554
| 3
| -1
| 0
|
unknown
| 0no
|
63
|
retired
|
married
|
secondary
|
no
| 415
|
yes
|
no
|
cellular
| 7
|
oct
| 323
| 1
| -1
| 0
|
unknown
| 0no
|
48
|
management
|
married
|
tertiary
|
no
| 5,887
|
no
|
no
|
cellular
| 13
|
aug
| 227
| 2
| -1
| 0
|
unknown
| 0no
|
48
|
services
|
married
|
secondary
|
no
| 1,355
|
no
|
no
|
cellular
| 4
|
jul
| 134
| 2
| -1
| 0
|
unknown
| 0no
|
56
|
admin.
|
married
|
secondary
|
no
| 16,873
|
no
|
no
|
cellular
| 7
|
oct
| 223
| 1
| -1
| 0
|
unknown
| 0no
|
51
|
blue-collar
|
divorced
|
secondary
|
no
| 203
|
yes
|
no
|
cellular
| 8
|
may
| 134
| 1
| 170
| 5
|
failure
| 0no
|
31
|
services
|
married
|
secondary
|
no
| 338
|
yes
|
no
|
cellular
| 28
|
jan
| 155
| 1
| -1
| 0
|
unknown
| 0no
|
29
|
technician
|
married
|
secondary
|
no
| 444
|
yes
|
no
|
cellular
| 21
|
jul
| 130
| 4
| -1
| 0
|
unknown
| 0no
|
41
|
management
|
married
|
secondary
|
no
| 0
|
no
|
yes
|
cellular
| 7
|
jul
| 630
| 3
| -1
| 0
|
unknown
| 0no
|
32
|
technician
|
single
|
tertiary
|
no
| 360
|
no
|
no
|
cellular
| 19
|
nov
| 164
| 2
| -1
| 0
|
unknown
| 0no
|
37
|
management
|
married
|
tertiary
|
no
| 0
|
no
|
no
|
cellular
| 16
|
jul
| 268
| 2
| 182
| 3
|
success
| 1yes
|
42
|
entrepreneur
|
divorced
|
tertiary
|
yes
| 2
|
yes
|
no
|
unknown
| 5
|
may
| 380
| 1
| -1
| 0
|
unknown
| 0no
|
31
|
management
|
single
|
tertiary
|
no
| 6,248
|
yes
|
no
|
unknown
| 9
|
may
| 154
| 2
| -1
| 0
|
unknown
| 0no
|
41
|
services
|
married
|
tertiary
|
no
| 412
|
yes
|
no
|
unknown
| 3
|
jun
| 154
| 5
| -1
| 0
|
unknown
| 0no
|
56
|
retired
|
married
|
secondary
|
no
| 344
|
yes
|
no
|
unknown
| 15
|
may
| 221
| 1
| -1
| 0
|
unknown
| 0no
|
54
|
management
|
divorced
|
tertiary
|
no
| 3,222
|
no
|
no
|
cellular
| 14
|
aug
| 67
| 2
| -1
| 0
|
unknown
| 0no
|
41
|
blue-collar
|
divorced
|
secondary
|
no
| 174
|
yes
|
no
|
cellular
| 14
|
may
| 367
| 2
| 297
| 1
|
other
| 0no
|
40
|
technician
|
single
|
secondary
|
no
| 591
|
no
|
yes
|
cellular
| 14
|
aug
| 87
| 6
| -1
| 0
|
unknown
| 0no
|
50
|
blue-collar
|
divorced
|
primary
|
no
| 388
|
no
|
no
|
cellular
| 5
|
feb
| 701
| 1
| -1
| 0
|
unknown
| 0no
|
40
|
unemployed
|
married
|
secondary
|
no
| 219
|
yes
|
no
|
cellular
| 17
|
nov
| 204
| 2
| 196
| 1
|
failure
| 0no
|
27
|
admin.
|
divorced
|
secondary
|
no
| 451
|
yes
|
no
|
cellular
| 16
|
jul
| 652
| 1
| -1
| 0
|
unknown
| 1yes
|
60
|
retired
|
married
|
primary
|
no
| 5
|
no
|
no
|
cellular
| 26
|
aug
| 63
| 2
| -1
| 0
|
unknown
| 0no
|
28
|
admin.
|
single
|
secondary
|
no
| 177
|
yes
|
yes
|
cellular
| 6
|
may
| 150
| 1
| -1
| 0
|
unknown
| 0no
|
52
|
services
|
married
|
secondary
|
no
| 657
|
no
|
no
|
telephone
| 7
|
jul
| 398
| 2
| 460
| 2
|
failure
| 1yes
|
37
|
management
|
married
|
tertiary
|
no
| 1,315
|
no
|
no
|
cellular
| 30
|
jun
| 224
| 1
| -1
| 0
|
unknown
| 1yes
|
51
|
blue-collar
|
married
|
primary
|
no
| 1,466
|
yes
|
no
|
unknown
| 7
|
may
| 406
| 2
| -1
| 0
|
unknown
| 0no
|
41
|
technician
|
single
|
secondary
|
no
| 879
|
no
|
yes
|
cellular
| 7
|
jul
| 60
| 4
| -1
| 0
|
unknown
| 0no
|
35
|
blue-collar
|
single
|
primary
|
no
| 293
|
yes
|
no
|
unknown
| 30
|
may
| 521
| 2
| -1
| 0
|
unknown
| 0no
|
38
|
admin.
|
married
|
secondary
|
no
| 424
|
yes
|
no
|
cellular
| 17
|
apr
| 279
| 1
| -1
| 0
|
unknown
| 0no
|
34
|
blue-collar
|
married
|
secondary
|
no
| 1,831
|
yes
|
no
|
unknown
| 20
|
may
| 203
| 2
| -1
| 0
|
unknown
| 0no
|
39
|
blue-collar
|
married
|
primary
|
no
| 111
|
no
|
no
|
cellular
| 18
|
nov
| 201
| 2
| -1
| 0
|
unknown
| 0no
|
34
|
blue-collar
|
married
|
primary
|
no
| 455
|
yes
|
no
|
unknown
| 20
|
jun
| 372
| 3
| -1
| 0
|
unknown
| 0no
|
27
|
services
|
single
|
secondary
|
no
| -195
|
yes
|
no
|
cellular
| 18
|
may
| 391
| 1
| -1
| 0
|
unknown
| 1yes
|
32
|
management
|
single
|
tertiary
|
no
| 3,616
|
no
|
no
|
cellular
| 14
|
aug
| 165
| 2
| -1
| 0
|
unknown
| 0no
|
57
|
blue-collar
|
married
|
secondary
|
no
| 14,093
|
no
|
no
|
cellular
| 11
|
aug
| 231
| 5
| -1
| 0
|
unknown
| 0no
|
41
|
unknown
|
single
|
tertiary
|
no
| 1,567
|
no
|
no
|
cellular
| 1
|
jul
| 291
| 2
| -1
| 0
|
unknown
| 0no
|
41
|
admin.
|
married
|
tertiary
|
no
| 5,426
|
yes
|
no
|
unknown
| 14
|
may
| 149
| 2
| -1
| 0
|
unknown
| 0no
|
30
|
admin.
|
single
|
tertiary
|
no
| 261
|
no
|
no
|
cellular
| 19
|
oct
| 233
| 1
| 137
| 20
|
failure
| 0no
|
36
|
blue-collar
|
divorced
|
secondary
|
no
| 2,843
|
no
|
no
|
cellular
| 12
|
feb
| 473
| 1
| 182
| 1
|
success
| 0no
|
31
|
unemployed
|
single
|
primary
|
no
| 406
|
no
|
no
|
cellular
| 4
|
feb
| 736
| 1
| -1
| 0
|
unknown
| 1yes
|
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