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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
49 | management | single | primary | no | 548 | no | no | telephone | 31 | jul | 115 | 6 | -1 | 0 | unknown | 0no
|
36 | unemployed | married | secondary | no | -872 | yes | yes | cellular | 20 | nov | 153 | 1 | 183 | 1 | failure | 0no
|
37 | blue-collar | divorced | secondary | no | 33 | yes | no | cellular | 20 | nov | 106 | 2 | 167 | 1 | failure | 0no
|
37 | management | married | tertiary | no | 1,689 | yes | no | unknown | 29 | may | 645 | 2 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | primary | no | 902 | no | no | unknown | 9 | jun | 210 | 2 | -1 | 0 | unknown | 0no
|
44 | services | divorced | secondary | no | 0 | yes | yes | unknown | 13 | may | 97 | 1 | -1 | 0 | unknown | 0no
|
40 | student | married | secondary | no | 260 | no | no | cellular | 19 | nov | 52 | 1 | 152 | 6 | failure | 0no
|
57 | technician | married | secondary | no | 589 | yes | no | cellular | 2 | feb | 223 | 1 | 76 | 4 | failure | 0no
|
39 | technician | married | secondary | no | 626 | yes | no | cellular | 11 | may | 126 | 2 | -1 | 0 | unknown | 0no
|
38 | services | married | secondary | no | 0 | no | yes | cellular | 16 | jul | 1,473 | 6 | -1 | 0 | unknown | 0no
|
51 | blue-collar | divorced | secondary | no | 78 | yes | no | unknown | 27 | may | 723 | 2 | -1 | 0 | unknown | 0no
|
27 | blue-collar | single | secondary | no | 3,792 | no | no | cellular | 22 | apr | 279 | 2 | -1 | 0 | unknown | 1yes
|
38 | blue-collar | single | tertiary | no | 14,058 | no | no | telephone | 17 | jul | 293 | 20 | -1 | 0 | unknown | 0no
|
30 | technician | single | secondary | no | -522 | yes | yes | cellular | 5 | may | 670 | 2 | 286 | 6 | failure | 1yes
|
36 | student | single | unknown | no | 386 | no | no | unknown | 18 | jun | 359 | 2 | -1 | 0 | unknown | 0no
|
37 | unemployed | married | secondary | no | 1,978 | no | no | cellular | 9 | sep | 404 | 1 | 182 | 1 | success | 1yes
|
53 | admin. | married | secondary | no | 459 | no | no | cellular | 14 | oct | 317 | 6 | 192 | 1 | success | 0no
|
38 | unemployed | married | tertiary | no | 2,812 | yes | no | cellular | 30 | apr | 830 | 1 | -1 | 0 | unknown | 1yes
|
48 | management | married | tertiary | no | 5,057 | no | yes | cellular | 19 | nov | 37 | 1 | -1 | 0 | unknown | 0no
|
26 | housemaid | married | secondary | no | -759 | yes | no | cellular | 11 | jul | 191 | 1 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | secondary | no | -416 | yes | no | unknown | 16 | may | 767 | 2 | -1 | 0 | unknown | 1yes
|
47 | technician | married | unknown | no | 2,106 | yes | no | unknown | 6 | may | 168 | 1 | -1 | 0 | unknown | 0no
|
45 | management | divorced | tertiary | no | 220 | yes | no | unknown | 18 | jun | 89 | 4 | -1 | 0 | unknown | 0no
|
32 | blue-collar | divorced | secondary | no | 0 | yes | no | unknown | 2 | jun | 746 | 2 | -1 | 0 | unknown | 0no
|
69 | retired | married | unknown | no | 426 | no | no | telephone | 9 | mar | 225 | 1 | 90 | 1 | success | 1yes
|
65 | unknown | married | unknown | no | 4,717 | no | no | telephone | 6 | aug | 256 | 1 | -1 | 0 | unknown | 1yes
|
37 | blue-collar | married | secondary | no | 395 | yes | no | unknown | 6 | may | 219 | 2 | -1 | 0 | unknown | 0no
|
45 | blue-collar | divorced | primary | no | 0 | yes | no | cellular | 21 | jul | 211 | 2 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | -206 | yes | no | unknown | 8 | may | 177 | 2 | -1 | 0 | unknown | 0no
|
62 | self-employed | divorced | tertiary | no | 6 | yes | no | cellular | 13 | oct | 216 | 1 | 183 | 4 | success | 1yes
|
37 | management | married | tertiary | no | 4,039 | no | yes | cellular | 25 | jul | 106 | 2 | -1 | 0 | unknown | 0no
|
39 | services | divorced | secondary | no | 687 | yes | no | cellular | 9 | jul | 869 | 1 | -1 | 0 | unknown | 1yes
|
38 | technician | single | secondary | no | -242 | yes | no | cellular | 18 | may | 1,173 | 3 | 278 | 6 | success | 1yes
|
31 | management | married | tertiary | no | 582 | yes | no | cellular | 15 | jul | 58 | 2 | -1 | 0 | unknown | 0no
|
58 | blue-collar | divorced | primary | no | 8,218 | yes | no | cellular | 31 | jul | 124 | 10 | -1 | 0 | unknown | 0no
|
44 | management | single | tertiary | no | 1,424 | yes | no | cellular | 8 | aug | 201 | 2 | -1 | 0 | unknown | 0no
|
31 | blue-collar | married | secondary | no | 92 | yes | no | unknown | 16 | may | 688 | 1 | -1 | 0 | unknown | 1yes
|
33 | technician | single | secondary | no | 2,085 | no | no | cellular | 9 | feb | 501 | 2 | -1 | 0 | unknown | 1yes
|
36 | technician | single | tertiary | no | 197 | no | no | cellular | 30 | apr | 260 | 1 | -1 | 0 | unknown | 1yes
|
31 | technician | single | secondary | no | 2,305 | no | no | cellular | 4 | aug | 139 | 1 | -1 | 0 | unknown | 0no
|
45 | admin. | married | secondary | no | -547 | yes | no | unknown | 3 | jun | 214 | 2 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | 411 | no | no | cellular | 21 | apr | 142 | 1 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 584 | yes | no | cellular | 18 | jul | 154 | 2 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 997 | yes | yes | cellular | 21 | nov | 81 | 1 | -1 | 0 | unknown | 0no
|
39 | admin. | divorced | secondary | no | 83 | yes | no | cellular | 30 | jul | 69 | 6 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 6,563 | no | no | cellular | 27 | aug | 136 | 8 | -1 | 0 | unknown | 0no
|
32 | services | single | secondary | no | 0 | yes | no | cellular | 31 | jul | 99 | 13 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 0 | no | no | cellular | 21 | nov | 9 | 6 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | primary | no | 398 | yes | no | unknown | 12 | jun | 278 | 1 | -1 | 0 | unknown | 0no
|
35 | admin. | married | tertiary | no | 1,145 | yes | no | cellular | 2 | feb | 82 | 2 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 2 | yes | no | cellular | 11 | sep | 100 | 2 | -1 | 0 | unknown | 1yes
|
33 | management | single | tertiary | no | 201 | yes | no | cellular | 19 | nov | 171 | 1 | 183 | 1 | failure | 0no
|
49 | entrepreneur | married | primary | no | 563 | no | no | unknown | 19 | jun | 84 | 1 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 3,161 | no | no | cellular | 8 | aug | 433 | 2 | -1 | 0 | unknown | 0no
|
31 | technician | married | secondary | no | 0 | no | yes | cellular | 15 | jul | 624 | 6 | -1 | 0 | unknown | 0no
|
42 | management | married | secondary | no | 1,331 | no | no | cellular | 23 | jul | 698 | 2 | -1 | 0 | unknown | 0no
|
34 | housemaid | married | primary | no | 2,929 | no | no | cellular | 14 | aug | 518 | 2 | -1 | 0 | unknown | 1yes
|
32 | services | married | secondary | yes | -220 | yes | yes | cellular | 25 | jul | 123 | 2 | -1 | 0 | unknown | 0no
|
29 | management | single | tertiary | no | 5,980 | yes | no | unknown | 28 | may | 317 | 1 | -1 | 0 | unknown | 0no
|
32 | services | single | secondary | no | 48 | yes | no | cellular | 20 | apr | 8 | 3 | -1 | 0 | unknown | 0no
|
50 | housemaid | single | unknown | no | 0 | no | no | telephone | 28 | jul | 118 | 8 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 3,382 | no | yes | cellular | 28 | may | 294 | 2 | 309 | 2 | failure | 0no
|
59 | technician | married | secondary | no | 2,308 | no | no | cellular | 30 | apr | 815 | 1 | 87 | 1 | other | 1yes
|
25 | student | married | tertiary | no | 10 | yes | no | cellular | 21 | jul | 857 | 4 | -1 | 0 | unknown | 1yes
|
57 | services | married | secondary | no | 162 | yes | no | unknown | 5 | may | 174 | 1 | -1 | 0 | unknown | 0no
|
30 | blue-collar | single | secondary | no | 1,073 | yes | no | cellular | 5 | may | 1,130 | 4 | -1 | 0 | unknown | 0no
|
26 | services | single | secondary | no | 1,700 | yes | no | cellular | 7 | may | 13 | 5 | -1 | 0 | unknown | 0no
|
50 | services | single | primary | no | 148 | yes | no | unknown | 7 | may | 198 | 2 | -1 | 0 | unknown | 0no
|
39 | services | married | secondary | no | 0 | yes | no | cellular | 8 | may | 503 | 1 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | primary | no | 185 | yes | no | cellular | 29 | jan | 249 | 3 | -1 | 0 | unknown | 0no
|
37 | management | divorced | tertiary | no | 896 | no | yes | cellular | 14 | aug | 343 | 2 | -1 | 0 | unknown | 0no
|
47 | blue-collar | divorced | primary | no | 1,279 | yes | no | cellular | 6 | feb | 479 | 2 | -1 | 0 | unknown | 0no
|
50 | technician | married | tertiary | no | 199 | yes | yes | cellular | 3 | feb | 116 | 2 | 253 | 1 | failure | 0no
|
40 | management | married | secondary | no | 99 | no | no | cellular | 9 | feb | 15 | 5 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | primary | no | 378 | yes | no | unknown | 16 | may | 427 | 3 | -1 | 0 | unknown | 0no
|
53 | management | married | tertiary | no | 15 | no | no | cellular | 20 | aug | 921 | 2 | -1 | 0 | unknown | 1yes
|
35 | admin. | married | secondary | no | 147 | yes | yes | cellular | 29 | jan | 41 | 1 | 184 | 7 | failure | 0no
|
54 | technician | married | secondary | no | 2,225 | no | yes | cellular | 13 | aug | 73 | 2 | -1 | 0 | unknown | 0no
|
35 | admin. | single | secondary | no | 1,810 | yes | no | cellular | 25 | may | 65 | 2 | -1 | 0 | unknown | 0no
|
31 | housemaid | married | unknown | yes | -6 | no | yes | telephone | 7 | jul | 94 | 2 | -1 | 0 | unknown | 0no
|
46 | technician | divorced | secondary | no | 435 | yes | no | unknown | 15 | may | 192 | 3 | -1 | 0 | unknown | 0no
|
52 | management | married | secondary | no | 335 | no | no | cellular | 21 | oct | 411 | 1 | 182 | 1 | failure | 1yes
|
34 | admin. | divorced | secondary | no | -251 | no | no | cellular | 18 | jul | 641 | 1 | -1 | 0 | unknown | 1yes
|
46 | services | divorced | secondary | no | 5 | yes | yes | cellular | 29 | jan | 305 | 2 | -1 | 0 | unknown | 0no
|
54 | self-employed | married | secondary | no | 641 | yes | no | cellular | 17 | apr | 472 | 1 | 148 | 2 | failure | 0no
|
37 | admin. | married | tertiary | no | 0 | yes | no | cellular | 21 | jul | 115 | 1 | -1 | 0 | unknown | 0no
|
39 | admin. | married | tertiary | no | 722 | no | no | telephone | 23 | apr | 141 | 1 | -1 | 0 | unknown | 0no
|
50 | technician | married | tertiary | no | 3,337 | yes | yes | telephone | 31 | jul | 24 | 14 | -1 | 0 | unknown | 0no
|
44 | technician | divorced | secondary | no | 0 | no | no | cellular | 28 | jul | 264 | 5 | -1 | 0 | unknown | 0no
|
56 | admin. | married | secondary | no | 1,504 | yes | no | unknown | 29 | may | 66 | 2 | -1 | 0 | unknown | 0no
|
40 | services | married | tertiary | no | 35 | no | no | cellular | 3 | jul | 318 | 4 | 317 | 3 | failure | 0no
|
36 | services | married | secondary | no | 895 | yes | yes | unknown | 4 | jun | 622 | 1 | -1 | 0 | unknown | 0no
|
33 | management | married | tertiary | no | 752 | yes | no | cellular | 11 | aug | 104 | 4 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | secondary | no | 1,925 | yes | no | cellular | 2 | mar | 76 | 2 | -1 | 0 | unknown | 0no
|
42 | services | married | secondary | no | -246 | yes | no | unknown | 7 | may | 149 | 1 | -1 | 0 | unknown | 0no
|
30 | self-employed | single | tertiary | no | 901 | yes | yes | unknown | 16 | may | 601 | 1 | -1 | 0 | unknown | 0no
|
33 | admin. | single | secondary | no | 894 | no | no | cellular | 5 | feb | 509 | 2 | -1 | 0 | unknown | 0no
|
26 | blue-collar | single | secondary | no | 592 | yes | yes | unknown | 27 | may | 174 | 1 | -1 | 0 | unknown | 0no
|
26 | admin. | single | secondary | no | 3,529 | no | yes | cellular | 7 | sep | 57 | 2 | -1 | 0 | unknown | 0no
|
37 | services | married | secondary | no | 0 | yes | yes | cellular | 31 | jul | 187 | 2 | -1 | 0 | unknown | 0no
|