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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | management | single | tertiary | no | 697 | no | no | cellular | 7 | aug | 119 | 1 | 99 | 3 | failure | 0no
|
37 | services | single | tertiary | no | 223 | yes | no | unknown | 28 | may | 25 | 1 | -1 | 0 | unknown | 0no
|
32 | student | married | secondary | no | 1,694 | yes | no | cellular | 28 | jan | 929 | 1 | -1 | 0 | unknown | 0no
|
53 | management | married | tertiary | no | 4,446 | yes | no | unknown | 14 | may | 429 | 1 | -1 | 0 | unknown | 0no
|
39 | management | married | tertiary | no | 894 | yes | no | cellular | 20 | apr | 491 | 1 | 326 | 1 | other | 0no
|
31 | technician | divorced | secondary | no | 202 | yes | no | cellular | 18 | jul | 146 | 1 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 0 | no | no | cellular | 21 | aug | 191 | 2 | -1 | 0 | unknown | 0no
|
44 | technician | married | tertiary | no | 1,707 | no | no | cellular | 8 | aug | 406 | 3 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 13,658 | yes | no | telephone | 9 | dec | 220 | 2 | -1 | 0 | unknown | 0no
|
39 | admin. | married | secondary | no | 406 | no | no | cellular | 30 | jul | 253 | 5 | -1 | 0 | unknown | 0no
|
55 | services | married | secondary | no | 96 | no | no | telephone | 30 | jul | 340 | 2 | -1 | 0 | unknown | 0no
|
34 | housemaid | married | secondary | no | 0 | yes | no | unknown | 30 | oct | 154 | 1 | -1 | 0 | unknown | 1yes
|
39 | technician | married | tertiary | no | -276 | no | yes | cellular | 11 | aug | 121 | 4 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 413 | no | no | cellular | 27 | aug | 104 | 5 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | primary | no | 655 | yes | no | cellular | 5 | feb | 127 | 2 | 258 | 4 | failure | 0no
|
56 | retired | divorced | primary | no | 694 | no | no | cellular | 29 | jan | 144 | 1 | 102 | 1 | other | 1yes
|
32 | admin. | single | secondary | no | 10,218 | yes | no | cellular | 19 | nov | 149 | 2 | -1 | 0 | unknown | 0no
|
41 | technician | single | tertiary | no | 1,646 | yes | no | cellular | 4 | feb | 261 | 1 | 184 | 6 | success | 1yes
|
29 | admin. | single | tertiary | no | 14 | no | no | cellular | 29 | sep | 87 | 1 | 120 | 1 | failure | 0no
|
44 | management | married | tertiary | no | 7,635 | no | no | cellular | 21 | aug | 719 | 5 | -1 | 0 | unknown | 0no
|
24 | blue-collar | married | secondary | no | 9 | yes | no | unknown | 27 | may | 292 | 7 | -1 | 0 | unknown | 0no
|
43 | management | single | secondary | no | 1,029 | yes | no | unknown | 2 | jun | 145 | 1 | -1 | 0 | unknown | 0no
|
26 | admin. | married | tertiary | no | 2,855 | no | no | cellular | 30 | mar | 52 | 3 | -1 | 0 | unknown | 0no
|
39 | admin. | married | secondary | no | 260 | yes | no | cellular | 17 | apr | 146 | 1 | 281 | 1 | failure | 0no
|
49 | blue-collar | married | secondary | no | 2,039 | yes | no | cellular | 6 | may | 451 | 1 | 169 | 2 | failure | 1yes
|
52 | blue-collar | divorced | primary | no | -97 | yes | yes | unknown | 9 | may | 167 | 4 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | tertiary | no | 1,465 | no | no | cellular | 19 | aug | 98 | 4 | -1 | 0 | unknown | 0no
|
30 | blue-collar | married | secondary | no | 125 | yes | no | unknown | 29 | may | 238 | 2 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 930 | no | no | cellular | 27 | aug | 85 | 7 | -1 | 0 | unknown | 0no
|
27 | management | single | tertiary | no | 0 | yes | no | cellular | 30 | jan | 323 | 4 | -1 | 0 | unknown | 0no
|
58 | blue-collar | married | primary | no | 73 | no | no | unknown | 17 | jun | 116 | 1 | -1 | 0 | unknown | 0no
|
46 | retired | married | primary | no | -35 | yes | no | cellular | 7 | may | 304 | 3 | -1 | 0 | unknown | 0no
|
28 | management | single | tertiary | no | 1,351 | no | no | cellular | 10 | dec | 267 | 1 | -1 | 0 | unknown | 0no
|
39 | services | married | primary | no | 1,601 | yes | no | unknown | 23 | may | 201 | 2 | -1 | 0 | unknown | 0no
|
41 | services | married | unknown | no | 88 | yes | no | cellular | 11 | may | 105 | 1 | 336 | 2 | failure | 0no
|
38 | services | married | secondary | no | 435 | yes | no | unknown | 23 | may | 193 | 2 | -1 | 0 | unknown | 0no
|
50 | unemployed | divorced | secondary | no | 717 | yes | no | cellular | 30 | jan | 113 | 1 | -1 | 0 | unknown | 0no
|
56 | services | married | secondary | no | 705 | yes | no | unknown | 29 | may | 151 | 2 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | 1,553 | no | no | cellular | 20 | aug | 200 | 2 | -1 | 0 | unknown | 0no
|
33 | blue-collar | divorced | secondary | no | -131 | yes | no | unknown | 16 | may | 145 | 1 | -1 | 0 | unknown | 0no
|
61 | technician | married | secondary | no | 1,191 | no | no | cellular | 21 | may | 214 | 4 | -1 | 0 | unknown | 1yes
|
36 | admin. | single | secondary | no | 47 | no | yes | cellular | 9 | jul | 36 | 6 | -1 | 0 | unknown | 0no
|
34 | technician | married | tertiary | no | 544 | yes | yes | cellular | 18 | nov | 58 | 2 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 688 | yes | no | unknown | 6 | may | 174 | 2 | -1 | 0 | unknown | 0no
|
45 | management | married | tertiary | no | 242 | no | no | cellular | 30 | apr | 587 | 1 | -1 | 0 | unknown | 1yes
|
27 | student | single | tertiary | no | 118 | no | no | cellular | 25 | may | 112 | 1 | -1 | 0 | unknown | 0no
|
45 | admin. | married | secondary | no | -388 | yes | no | cellular | 14 | jul | 175 | 2 | -1 | 0 | unknown | 0no
|
40 | self-employed | married | tertiary | no | 1,603 | no | no | unknown | 17 | jun | 279 | 1 | -1 | 0 | unknown | 0no
|
36 | management | single | secondary | no | 1,511 | yes | no | cellular | 16 | nov | 270 | 1 | -1 | 0 | unknown | 1yes
|
46 | blue-collar | married | primary | no | 147 | yes | no | cellular | 6 | may | 116 | 2 | 169 | 3 | failure | 0no
|
37 | entrepreneur | married | tertiary | no | 836 | yes | no | unknown | 27 | may | 129 | 2 | -1 | 0 | unknown | 0no
|
36 | technician | married | secondary | no | 55 | yes | no | cellular | 13 | may | 38 | 2 | 369 | 4 | failure | 0no
|
37 | admin. | married | secondary | no | 1,123 | no | yes | unknown | 28 | may | 138 | 1 | -1 | 0 | unknown | 0no
|
22 | student | single | tertiary | no | 691 | no | no | cellular | 19 | aug | 338 | 1 | -1 | 0 | unknown | 1yes
|
51 | services | married | secondary | no | 0 | no | yes | unknown | 26 | jun | 565 | 3 | -1 | 0 | unknown | 0no
|
49 | technician | married | secondary | no | 12,531 | no | no | cellular | 13 | aug | 77 | 8 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 552 | yes | yes | cellular | 19 | nov | 314 | 2 | 124 | 1 | failure | 0no
|
50 | housemaid | married | primary | no | 0 | no | no | unknown | 20 | jun | 179 | 2 | -1 | 0 | unknown | 0no
|
31 | services | married | tertiary | no | 309 | yes | yes | unknown | 7 | may | 294 | 1 | -1 | 0 | unknown | 0no
|
47 | services | single | secondary | no | 33 | yes | no | cellular | 5 | may | 298 | 1 | -1 | 0 | unknown | 0no
|
59 | blue-collar | married | secondary | no | 681 | yes | no | telephone | 14 | apr | 427 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 1,787 | yes | no | cellular | 12 | may | 87 | 4 | 357 | 4 | failure | 0no
|
71 | retired | married | tertiary | no | 14,220 | yes | no | cellular | 9 | sep | 397 | 1 | -1 | 0 | unknown | 1yes
|
31 | management | single | tertiary | no | 12,569 | no | no | cellular | 9 | sep | 344 | 1 | 295 | 1 | failure | 1yes
|
41 | blue-collar | married | primary | no | 4 | no | no | cellular | 23 | jul | 74 | 5 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | primary | no | 3,587 | yes | no | unknown | 30 | may | 148 | 4 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 254 | no | no | unknown | 6 | jun | 161 | 3 | -1 | 0 | unknown | 0no
|
46 | blue-collar | divorced | primary | no | 1,712 | no | no | unknown | 19 | jun | 110 | 1 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | secondary | no | 4,855 | yes | no | cellular | 10 | aug | 1,529 | 1 | 397 | 1 | failure | 0no
|
47 | technician | married | tertiary | no | 2,408 | no | no | cellular | 12 | aug | 236 | 1 | 104 | 1 | success | 0no
|
35 | management | single | tertiary | no | 252 | yes | no | cellular | 8 | aug | 89 | 2 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | secondary | no | 346 | yes | no | cellular | 17 | apr | 390 | 1 | 316 | 1 | failure | 0no
|
56 | admin. | married | secondary | no | 45 | no | no | unknown | 5 | may | 1,467 | 1 | -1 | 0 | unknown | 1yes
|
46 | admin. | married | secondary | no | 556 | yes | yes | unknown | 15 | may | 646 | 3 | -1 | 0 | unknown | 1yes
|
44 | management | divorced | tertiary | no | -710 | yes | no | cellular | 10 | jul | 183 | 1 | -1 | 0 | unknown | 0no
|
48 | technician | single | tertiary | no | -551 | yes | no | cellular | 11 | may | 168 | 2 | -1 | 0 | unknown | 0no
|
28 | blue-collar | single | secondary | no | 56 | yes | no | unknown | 23 | may | 66 | 1 | -1 | 0 | unknown | 0no
|
38 | entrepreneur | married | tertiary | no | 1,514 | no | yes | cellular | 21 | nov | 160 | 3 | 120 | 3 | failure | 0no
|
34 | management | single | tertiary | no | 178 | yes | no | cellular | 15 | may | 14 | 2 | -1 | 0 | unknown | 0no
|
56 | technician | married | secondary | no | 359 | yes | no | unknown | 6 | jun | 220 | 4 | -1 | 0 | unknown | 0no
|
55 | retired | divorced | secondary | no | 1,580 | no | yes | unknown | 19 | jun | 1,007 | 1 | -1 | 0 | unknown | 1yes
|
44 | blue-collar | divorced | secondary | no | 221 | no | no | cellular | 30 | jul | 149 | 13 | -1 | 0 | unknown | 0no
|
38 | technician | married | tertiary | no | 1,161 | yes | no | unknown | 8 | may | 665 | 1 | -1 | 0 | unknown | 0no
|
53 | retired | married | secondary | no | 1,278 | yes | no | telephone | 15 | jul | 174 | 3 | -1 | 0 | unknown | 0no
|
41 | admin. | single | tertiary | no | 982 | no | no | cellular | 23 | jul | 105 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 16 | no | no | cellular | 13 | aug | 990 | 1 | -1 | 0 | unknown | 1yes
|
34 | management | single | tertiary | no | 1 | no | no | cellular | 19 | nov | 582 | 1 | -1 | 0 | unknown | 0no
|
35 | services | married | secondary | no | 128 | yes | no | cellular | 12 | may | 136 | 1 | -1 | 0 | unknown | 0no
|
38 | entrepreneur | single | secondary | no | 2,543 | no | no | cellular | 10 | aug | 223 | 1 | 414 | 4 | failure | 1yes
|
42 | entrepreneur | married | tertiary | no | 42,045 | no | no | cellular | 8 | aug | 205 | 2 | -1 | 0 | unknown | 0no
|
56 | blue-collar | married | primary | no | 828 | yes | no | cellular | 14 | may | 214 | 1 | 349 | 1 | failure | 0no
|
37 | management | divorced | tertiary | no | 0 | yes | no | cellular | 11 | may | 217 | 6 | -1 | 0 | unknown | 0no
|
47 | housemaid | married | secondary | no | 3,940 | yes | no | cellular | 9 | nov | 171 | 2 | 96 | 5 | success | 0no
|
29 | blue-collar | married | secondary | no | 125 | yes | no | unknown | 13 | may | 50 | 1 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 140 | yes | no | unknown | 5 | jun | 65 | 3 | -1 | 0 | unknown | 0no
|
43 | technician | single | secondary | no | 593 | yes | no | unknown | 5 | may | 55 | 1 | -1 | 0 | unknown | 0no
|
38 | self-employed | married | secondary | no | 746 | no | no | unknown | 20 | jun | 256 | 3 | -1 | 0 | unknown | 0no
|
31 | technician | married | secondary | no | 589 | yes | yes | unknown | 21 | may | 151 | 1 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 2,343 | no | no | cellular | 18 | jul | 226 | 1 | -1 | 0 | unknown | 0no
|
40 | management | married | tertiary | no | 294 | yes | no | cellular | 23 | jul | 97 | 5 | -1 | 0 | unknown | 0no
|