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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52 | services | married | secondary | no | 431 | no | no | cellular | 26 | aug | 73 | 17 | -1 | 0 | unknown | 0no
|
25 | technician | single | tertiary | no | 777 | yes | no | unknown | 14 | may | 351 | 1 | -1 | 0 | unknown | 0no
|
29 | management | married | tertiary | no | 199 | yes | yes | unknown | 7 | may | 1,689 | 4 | -1 | 0 | unknown | 1yes
|
35 | technician | single | tertiary | no | 3,552 | no | no | cellular | 21 | nov | 267 | 1 | -1 | 0 | unknown | 0no
|
49 | services | married | secondary | no | 47 | no | no | unknown | 5 | may | 234 | 2 | -1 | 0 | unknown | 0no
|
41 | admin. | divorced | secondary | no | 3,823 | no | no | cellular | 26 | apr | 234 | 10 | -1 | 0 | unknown | 0no
|
32 | management | married | tertiary | no | 138 | no | no | cellular | 20 | aug | 94 | 4 | -1 | 0 | unknown | 0no
|
29 | admin. | single | secondary | no | 1,117 | yes | no | unknown | 8 | may | 77 | 2 | -1 | 0 | unknown | 0no
|
28 | blue-collar | married | secondary | no | 1,325 | yes | no | cellular | 15 | may | 242 | 1 | -1 | 0 | unknown | 0no
|
59 | retired | married | secondary | no | 0 | no | no | cellular | 18 | jul | 247 | 4 | -1 | 0 | unknown | 0no
|
34 | entrepreneur | married | tertiary | no | 4,343 | no | no | unknown | 9 | jun | 85 | 4 | -1 | 0 | unknown | 0no
|
55 | management | divorced | tertiary | no | 1,598 | no | no | cellular | 22 | aug | 607 | 4 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 3,301 | yes | no | cellular | 17 | jun | 485 | 2 | 227 | 4 | failure | 1yes
|
24 | student | single | secondary | no | 822 | no | no | cellular | 27 | oct | 184 | 1 | 91 | 2 | failure | 1yes
|
42 | technician | divorced | secondary | no | -280 | yes | no | unknown | 26 | may | 258 | 1 | -1 | 0 | unknown | 0no
|
34 | management | single | unknown | no | 1,534 | yes | no | cellular | 16 | apr | 156 | 1 | 147 | 7 | other | 0no
|
34 | admin. | married | secondary | no | 1,671 | no | no | unknown | 21 | may | 160 | 1 | -1 | 0 | unknown | 0no
|
51 | self-employed | married | tertiary | no | 2,007 | no | no | unknown | 16 | jun | 1,021 | 1 | -1 | 0 | unknown | 0no
|
58 | blue-collar | married | primary | no | 0 | yes | no | cellular | 31 | jul | 5 | 25 | -1 | 0 | unknown | 0no
|
44 | technician | married | secondary | no | 2,776 | yes | no | cellular | 27 | jan | 701 | 1 | -1 | 0 | unknown | 1yes
|
33 | blue-collar | married | secondary | no | 139 | yes | yes | cellular | 18 | may | 732 | 2 | 291 | 5 | failure | 1yes
|
34 | management | married | tertiary | no | 573 | no | no | cellular | 10 | aug | 122 | 1 | -1 | 0 | unknown | 0no
|
34 | admin. | married | secondary | no | 475 | yes | no | unknown | 7 | may | 559 | 1 | -1 | 0 | unknown | 0no
|
42 | blue-collar | divorced | secondary | no | 47 | yes | yes | unknown | 8 | may | 141 | 1 | -1 | 0 | unknown | 0no
|
46 | management | single | tertiary | no | 2,154 | yes | no | cellular | 21 | jul | 87 | 4 | -1 | 0 | unknown | 0no
|
31 | self-employed | single | tertiary | no | 96 | no | no | cellular | 5 | feb | 577 | 1 | -1 | 0 | unknown | 0no
|
39 | entrepreneur | married | tertiary | no | 83 | yes | no | cellular | 11 | jul | 193 | 2 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 6,766 | no | no | cellular | 28 | aug | 210 | 5 | -1 | 0 | unknown | 0no
|
47 | technician | married | secondary | no | 3,973 | no | no | cellular | 6 | aug | 732 | 2 | -1 | 0 | unknown | 0no
|
42 | services | divorced | secondary | no | 372 | yes | yes | unknown | 6 | may | 121 | 2 | -1 | 0 | unknown | 0no
|
48 | blue-collar | single | secondary | no | -552 | no | yes | cellular | 21 | nov | 150 | 2 | -1 | 0 | unknown | 0no
|
30 | self-employed | single | tertiary | no | 48 | no | no | cellular | 21 | nov | 140 | 1 | -1 | 0 | unknown | 0no
|
38 | technician | married | secondary | no | 7,696 | yes | no | cellular | 20 | nov | 386 | 2 | -1 | 0 | unknown | 0no
|
24 | services | married | secondary | no | 4,500 | yes | no | cellular | 11 | may | 733 | 2 | -1 | 0 | unknown | 1yes
|
34 | technician | married | secondary | no | 1 | yes | no | cellular | 19 | nov | 108 | 1 | -1 | 0 | unknown | 0no
|
46 | management | single | tertiary | no | 46 | no | yes | cellular | 17 | nov | 80 | 1 | 152 | 1 | failure | 0no
|
32 | admin. | divorced | secondary | yes | -18 | yes | no | unknown | 12 | may | 155 | 3 | -1 | 0 | unknown | 0no
|
46 | services | married | secondary | no | 451 | yes | yes | cellular | 13 | may | 389 | 4 | -1 | 0 | unknown | 0no
|
26 | self-employed | married | tertiary | no | 479 | yes | no | cellular | 9 | feb | 133 | 3 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | secondary | no | 0 | yes | no | cellular | 21 | nov | 328 | 6 | -1 | 0 | unknown | 0no
|
50 | technician | married | secondary | no | 1,130 | yes | no | cellular | 23 | jul | 119 | 2 | -1 | 0 | unknown | 0no
|
41 | blue-collar | married | primary | no | 389 | yes | no | unknown | 16 | jun | 87 | 6 | -1 | 0 | unknown | 0no
|
34 | admin. | single | secondary | no | 10 | no | yes | cellular | 18 | nov | 162 | 1 | 173 | 3 | failure | 0no
|
32 | services | married | secondary | no | 401 | yes | no | unknown | 15 | may | 294 | 2 | -1 | 0 | unknown | 0no
|
58 | housemaid | single | tertiary | no | 145 | yes | yes | cellular | 16 | jul | 128 | 2 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 115 | yes | no | cellular | 6 | may | 108 | 1 | -1 | 0 | unknown | 0no
|
28 | admin. | single | secondary | no | 89 | yes | yes | cellular | 6 | feb | 172 | 2 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 94 | yes | yes | unknown | 14 | may | 208 | 5 | -1 | 0 | unknown | 0no
|
39 | services | married | secondary | no | 1,438 | yes | no | unknown | 20 | may | 212 | 2 | -1 | 0 | unknown | 0no
|
49 | unemployed | divorced | tertiary | no | 780 | no | no | cellular | 8 | nov | 148 | 1 | 871 | 2 | failure | 0no
|
50 | management | married | tertiary | no | 207 | yes | no | cellular | 4 | feb | 99 | 1 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 238 | no | no | cellular | 3 | feb | 185 | 1 | 92 | 1 | success | 1yes
|
45 | blue-collar | married | primary | no | 2,433 | no | no | cellular | 6 | aug | 133 | 2 | -1 | 0 | unknown | 0no
|
30 | housemaid | single | secondary | no | 1,924 | no | no | cellular | 6 | feb | 170 | 1 | -1 | 0 | unknown | 0no
|
48 | unemployed | married | tertiary | no | -471 | yes | no | unknown | 19 | may | 668 | 7 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 1,531 | yes | no | cellular | 8 | may | 81 | 3 | 170 | 1 | failure | 0no
|
41 | management | single | secondary | no | 764 | no | no | cellular | 12 | jun | 230 | 2 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | secondary | no | 383 | no | no | unknown | 5 | may | 287 | 1 | -1 | 0 | unknown | 0no
|
70 | retired | married | primary | no | 3,782 | no | no | cellular | 16 | mar | 618 | 1 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 326 | yes | no | cellular | 5 | may | 788 | 1 | -1 | 0 | unknown | 1yes
|
47 | services | divorced | secondary | no | 691 | no | no | cellular | 6 | feb | 285 | 6 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 0 | no | no | cellular | 21 | aug | 163 | 2 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 99 | no | no | cellular | 8 | jul | 159 | 1 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 502 | yes | no | cellular | 12 | may | 197 | 2 | 370 | 3 | failure | 0no
|
51 | management | married | tertiary | no | -15 | no | no | cellular | 25 | jul | 212 | 2 | -1 | 0 | unknown | 0no
|
45 | management | married | tertiary | no | 1,929 | yes | no | unknown | 29 | may | 44 | 15 | -1 | 0 | unknown | 0no
|
55 | admin. | married | secondary | no | 0 | no | no | cellular | 23 | sep | 180 | 2 | 238 | 3 | success | 0no
|
30 | blue-collar | single | primary | no | 185 | no | no | unknown | 26 | jun | 11 | 1 | -1 | 0 | unknown | 0no
|
33 | management | single | secondary | no | -424 | yes | no | unknown | 26 | may | 863 | 1 | -1 | 0 | unknown | 0no
|
27 | services | single | secondary | no | 0 | yes | no | unknown | 7 | may | 388 | 7 | -1 | 0 | unknown | 0no
|
59 | retired | married | secondary | no | 319 | yes | no | unknown | 5 | may | 143 | 3 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 171 | yes | no | cellular | 7 | may | 191 | 1 | 294 | 1 | failure | 0no
|
47 | technician | divorced | tertiary | no | -1,148 | yes | yes | unknown | 27 | may | 62 | 2 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | primary | no | -11 | yes | no | unknown | 9 | may | 13 | 1 | -1 | 0 | unknown | 0no
|
35 | admin. | single | secondary | no | 0 | yes | no | cellular | 13 | may | 1,073 | 1 | -1 | 0 | unknown | 1yes
|
45 | management | married | tertiary | no | -206 | yes | no | cellular | 6 | may | 337 | 2 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | 704 | yes | yes | telephone | 31 | jul | 88 | 10 | -1 | 0 | unknown | 0no
|
38 | technician | married | secondary | no | 1,931 | no | no | cellular | 2 | jun | 167 | 1 | 298 | 10 | other | 0no
|
34 | technician | single | secondary | no | 943 | no | no | cellular | 29 | aug | 96 | 4 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 327 | yes | no | cellular | 13 | apr | 537 | 3 | -1 | 0 | unknown | 0no
|
29 | management | single | secondary | no | -105 | yes | no | unknown | 27 | may | 5 | 3 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 983 | no | no | cellular | 5 | aug | 139 | 1 | -1 | 0 | unknown | 0no
|
44 | blue-collar | single | primary | no | 787 | yes | no | unknown | 30 | may | 570 | 2 | -1 | 0 | unknown | 0no
|
45 | entrepreneur | married | tertiary | no | 0 | yes | no | cellular | 29 | jul | 100 | 3 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | secondary | no | 3,060 | yes | no | unknown | 15 | may | 253 | 2 | -1 | 0 | unknown | 0no
|
44 | services | married | secondary | no | 5,780 | yes | no | cellular | 1 | apr | 525 | 2 | -1 | 0 | unknown | 0no
|
30 | technician | single | secondary | no | 790 | no | no | cellular | 20 | aug | 696 | 3 | -1 | 0 | unknown | 0no
|
38 | unemployed | married | tertiary | no | 1,449 | no | no | unknown | 26 | may | 535 | 6 | -1 | 0 | unknown | 0no
|
50 | technician | married | secondary | no | 1,412 | no | no | cellular | 6 | aug | 131 | 3 | -1 | 0 | unknown | 0no
|
21 | student | single | secondary | no | 681 | no | no | unknown | 20 | aug | 6 | 1 | -1 | 0 | unknown | 0no
|
38 | entrepreneur | married | tertiary | no | 228 | yes | no | cellular | 5 | feb | 105 | 1 | -1 | 0 | unknown | 0no
|
42 | admin. | married | secondary | no | 0 | no | no | unknown | 19 | jun | 370 | 1 | -1 | 0 | unknown | 0no
|
45 | technician | single | tertiary | no | 2,087 | no | no | cellular | 29 | aug | 29 | 14 | -1 | 0 | unknown | 0no
|
34 | entrepreneur | married | secondary | no | 2 | yes | yes | cellular | 5 | may | 184 | 1 | 167 | 6 | failure | 0no
|
48 | technician | married | secondary | no | 197 | no | yes | cellular | 3 | feb | 47 | 2 | 222 | 3 | other | 0no
|
34 | services | married | secondary | no | 0 | no | yes | unknown | 2 | jul | 193 | 4 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 1,905 | yes | no | cellular | 16 | jul | 709 | 2 | -1 | 0 | unknown | 1yes
|
35 | technician | married | tertiary | no | 118 | no | no | cellular | 6 | aug | 358 | 2 | -1 | 0 | unknown | 0no
|
39 | entrepreneur | married | tertiary | no | 2,644 | yes | no | unknown | 20 | may | 253 | 1 | -1 | 0 | unknown | 0no
|
36 | self-employed | married | tertiary | no | 16,430 | yes | no | unknown | 6 | jun | 197 | 3 | -1 | 0 | unknown | 0no
|