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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | technician | married | secondary | no | 209 | yes | yes | cellular | 8 | apr | 375 | 2 | -1 | 0 | unknown | 0no
|
31 | technician | single | tertiary | no | 438 | yes | no | cellular | 12 | aug | 130 | 2 | -1 | 0 | unknown | 0no
|
39 | admin. | single | secondary | no | 1,242 | yes | no | unknown | 12 | may | 303 | 3 | -1 | 0 | unknown | 0no
|
34 | entrepreneur | married | tertiary | no | 355 | yes | no | unknown | 16 | may | 261 | 1 | -1 | 0 | unknown | 0no
|
24 | blue-collar | married | secondary | no | 204 | yes | yes | cellular | 17 | apr | 229 | 3 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 10,758 | yes | no | cellular | 1 | jun | 288 | 1 | -1 | 0 | unknown | 0no
|
40 | management | married | tertiary | no | 5 | yes | no | cellular | 18 | nov | 219 | 3 | -1 | 0 | unknown | 0no
|
45 | technician | single | secondary | no | 410 | yes | no | unknown | 30 | may | 891 | 4 | -1 | 0 | unknown | 1yes
|
36 | management | married | tertiary | no | 605 | yes | no | unknown | 26 | may | 204 | 1 | -1 | 0 | unknown | 0no
|
53 | management | married | tertiary | no | 4 | no | no | unknown | 20 | jun | 19 | 6 | -1 | 0 | unknown | 0no
|
23 | student | single | secondary | no | 8,494 | no | no | cellular | 25 | aug | 158 | 2 | -1 | 0 | unknown | 0no
|
42 | entrepreneur | married | primary | no | 198 | yes | no | unknown | 8 | may | 314 | 1 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 841 | yes | no | unknown | 19 | may | 215 | 1 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 8 | no | no | cellular | 25 | aug | 169 | 4 | -1 | 0 | unknown | 0no
|
36 | admin. | married | secondary | no | 470 | yes | no | cellular | 31 | jul | 101 | 4 | -1 | 0 | unknown | 0no
|
43 | retired | married | secondary | no | 520 | yes | no | unknown | 20 | may | 15 | 13 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 439 | yes | no | unknown | 21 | may | 260 | 5 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | secondary | no | -454 | yes | no | cellular | 14 | may | 558 | 1 | -1 | 0 | unknown | 1yes
|
55 | retired | married | secondary | no | 466 | no | no | unknown | 17 | jun | 287 | 4 | -1 | 0 | unknown | 0no
|
53 | retired | married | secondary | no | 665 | yes | no | cellular | 22 | apr | 371 | 2 | -1 | 0 | unknown | 1yes
|
42 | technician | married | secondary | no | 994 | yes | no | cellular | 11 | aug | 149 | 1 | 78 | 5 | failure | 1yes
|
45 | admin. | married | secondary | no | 5,346 | yes | yes | unknown | 21 | oct | 187 | 1 | -1 | 0 | unknown | 1yes
|
31 | blue-collar | married | secondary | no | 1,243 | yes | no | unknown | 21 | may | 32 | 1 | -1 | 0 | unknown | 0no
|
32 | admin. | married | tertiary | no | 0 | yes | no | unknown | 5 | may | 138 | 1 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 2,357 | yes | no | unknown | 17 | jun | 228 | 2 | -1 | 0 | unknown | 0no
|
56 | retired | married | secondary | no | 1,044 | no | no | telephone | 3 | jul | 353 | 2 | -1 | 0 | unknown | 1yes
|
46 | admin. | married | secondary | no | 1,069 | yes | no | unknown | 8 | may | 45 | 2 | -1 | 0 | unknown | 0no
|
41 | housemaid | single | secondary | no | 231 | no | no | cellular | 9 | jul | 76 | 2 | -1 | 0 | unknown | 0no
|
31 | admin. | married | secondary | no | 0 | yes | yes | unknown | 6 | may | 144 | 2 | -1 | 0 | unknown | 0no
|
32 | technician | married | secondary | no | 266 | yes | no | cellular | 19 | aug | 168 | 2 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | -70 | yes | no | cellular | 30 | jan | 140 | 1 | 2 | 3 | other | 0no
|
49 | retired | single | primary | no | 25,824 | no | no | unknown | 17 | jun | 94 | 1 | -1 | 0 | unknown | 0no
|
46 | management | single | primary | no | 538 | no | no | unknown | 17 | jun | 118 | 3 | -1 | 0 | unknown | 0no
|
29 | technician | single | secondary | no | 534 | yes | no | cellular | 18 | may | 382 | 1 | -1 | 0 | unknown | 0no
|
36 | admin. | married | unknown | no | 2,323 | no | no | cellular | 19 | nov | 111 | 1 | -1 | 0 | unknown | 0no
|
38 | admin. | married | secondary | no | 1,852 | yes | no | cellular | 15 | may | 298 | 2 | -1 | 0 | unknown | 0no
|
53 | technician | married | secondary | no | 2,647 | yes | no | unknown | 30 | may | 121 | 1 | -1 | 0 | unknown | 0no
|
43 | management | married | tertiary | no | 2,767 | yes | no | unknown | 15 | may | 317 | 7 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 176 | yes | yes | unknown | 5 | may | 42 | 1 | -1 | 0 | unknown | 0no
|
42 | management | single | secondary | no | 9,720 | no | no | cellular | 5 | aug | 81 | 2 | -1 | 0 | unknown | 0no
|
55 | blue-collar | divorced | secondary | no | 1,613 | yes | no | cellular | 3 | apr | 296 | 1 | 270 | 3 | failure | 1yes
|
39 | admin. | divorced | secondary | no | 2,903 | yes | yes | telephone | 25 | jul | 259 | 2 | -1 | 0 | unknown | 0no
|
30 | admin. | single | secondary | no | 81 | yes | no | cellular | 6 | aug | 121 | 6 | 112 | 3 | other | 0no
|
41 | blue-collar | married | secondary | no | 780 | yes | no | cellular | 15 | may | 432 | 3 | -1 | 0 | unknown | 0no
|
44 | unemployed | married | tertiary | no | 178 | no | no | cellular | 8 | aug | 126 | 2 | -1 | 0 | unknown | 0no
|
58 | management | married | tertiary | no | 299 | no | no | cellular | 16 | jul | 120 | 4 | -1 | 0 | unknown | 0no
|
35 | retired | married | primary | no | 285 | yes | no | cellular | 29 | jan | 136 | 1 | -1 | 0 | unknown | 0no
|
27 | blue-collar | married | secondary | no | 872 | yes | no | cellular | 17 | apr | 1,130 | 3 | -1 | 0 | unknown | 0no
|
34 | services | married | secondary | no | 1,337 | no | no | cellular | 17 | dec | 330 | 2 | 127 | 3 | success | 1yes
|
25 | services | married | secondary | no | 72 | yes | no | cellular | 23 | jul | 305 | 2 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 0 | no | no | unknown | 20 | jun | 332 | 3 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | secondary | no | -388 | yes | no | unknown | 9 | may | 412 | 1 | -1 | 0 | unknown | 0no
|
30 | admin. | married | secondary | no | 11 | yes | no | cellular | 11 | may | 157 | 1 | -1 | 0 | unknown | 0no
|
47 | blue-collar | divorced | secondary | yes | -535 | yes | no | cellular | 30 | jul | 71 | 2 | -1 | 0 | unknown | 0no
|
41 | services | divorced | secondary | no | 787 | yes | no | cellular | 8 | may | 297 | 2 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 3,343 | no | no | cellular | 18 | nov | 307 | 1 | -1 | 0 | unknown | 0no
|
63 | entrepreneur | married | secondary | no | 3,904 | no | no | telephone | 4 | aug | 250 | 2 | 187 | 2 | success | 1yes
|
23 | management | single | tertiary | no | 736 | yes | no | cellular | 30 | apr | 119 | 1 | -1 | 0 | unknown | 0no
|
32 | management | married | tertiary | no | 1,390 | no | no | cellular | 7 | aug | 116 | 2 | -1 | 0 | unknown | 0no
|
57 | retired | married | primary | no | 808 | no | no | telephone | 7 | jul | 274 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 1,147 | no | no | cellular | 5 | aug | 389 | 1 | 64 | 2 | success | 1yes
|
49 | services | married | secondary | no | 1,122 | no | no | cellular | 4 | aug | 143 | 1 | -1 | 0 | unknown | 0no
|
50 | technician | married | secondary | no | -568 | yes | yes | unknown | 28 | may | 860 | 2 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | primary | no | 1,165 | yes | no | unknown | 21 | may | 420 | 2 | -1 | 0 | unknown | 0no
|
53 | services | divorced | secondary | no | -905 | yes | no | unknown | 28 | may | 213 | 1 | -1 | 0 | unknown | 0no
|
30 | unemployed | married | tertiary | no | 0 | yes | no | cellular | 18 | nov | 756 | 1 | -1 | 0 | unknown | 0no
|
38 | technician | married | secondary | no | 740 | no | no | cellular | 7 | aug | 259 | 3 | -1 | 0 | unknown | 0no
|
44 | management | married | secondary | no | 8,262 | yes | no | cellular | 23 | jul | 201 | 16 | -1 | 0 | unknown | 0no
|
39 | admin. | single | secondary | no | 14 | yes | yes | unknown | 13 | may | 19 | 9 | -1 | 0 | unknown | 0no
|
45 | technician | single | unknown | no | 7,108 | yes | yes | cellular | 18 | nov | 53 | 1 | 172 | 3 | failure | 0no
|
36 | blue-collar | married | secondary | no | 1,049 | yes | no | cellular | 14 | may | 224 | 4 | -1 | 0 | unknown | 1yes
|
38 | blue-collar | married | secondary | no | 0 | yes | no | cellular | 13 | may | 57 | 5 | 349 | 1 | other | 0no
|
36 | housemaid | married | secondary | no | 419 | yes | no | unknown | 30 | may | 251 | 1 | -1 | 0 | unknown | 0no
|
30 | management | single | tertiary | no | 726 | yes | no | cellular | 16 | apr | 39 | 1 | 342 | 3 | failure | 0no
|
28 | technician | divorced | tertiary | no | 594 | yes | yes | unknown | 18 | jun | 54 | 3 | -1 | 0 | unknown | 0no
|
26 | unemployed | married | tertiary | no | 454 | yes | yes | unknown | 23 | may | 28 | 18 | -1 | 0 | unknown | 0no
|
54 | unknown | married | secondary | no | 2,206 | no | no | cellular | 12 | nov | 104 | 1 | 99 | 2 | other | 1yes
|
38 | admin. | married | tertiary | no | 1,988 | no | no | cellular | 27 | mar | 164 | 2 | 130 | 2 | failure | 1yes
|
32 | technician | single | tertiary | no | 0 | no | no | cellular | 7 | aug | 268 | 2 | -1 | 0 | unknown | 0no
|
50 | admin. | divorced | secondary | no | 202 | no | yes | cellular | 17 | nov | 148 | 1 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | secondary | no | 667 | yes | no | unknown | 7 | may | 228 | 3 | -1 | 0 | unknown | 0no
|
48 | admin. | married | secondary | no | 112 | no | no | cellular | 18 | aug | 139 | 5 | -1 | 0 | unknown | 0no
|
57 | housemaid | married | primary | no | 50 | no | no | cellular | 18 | aug | 89 | 3 | -1 | 0 | unknown | 0no
|
64 | housemaid | married | primary | no | 768 | no | no | cellular | 15 | jul | 250 | 2 | 182 | 1 | success | 0no
|
26 | services | divorced | secondary | no | 74 | yes | no | unknown | 23 | may | 106 | 6 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 661 | yes | no | cellular | 18 | jul | 968 | 1 | -1 | 0 | unknown | 1yes
|
50 | self-employed | married | secondary | no | 3,025 | no | yes | cellular | 6 | aug | 168 | 3 | -1 | 0 | unknown | 0no
|
47 | self-employed | married | tertiary | no | 751 | no | no | cellular | 24 | jul | 408 | 14 | -1 | 0 | unknown | 0no
|
39 | management | single | tertiary | no | 416 | no | no | cellular | 23 | oct | 56 | 4 | -1 | 0 | unknown | 0no
|
52 | services | married | primary | no | 14 | no | yes | cellular | 28 | jul | 55 | 5 | -1 | 0 | unknown | 0no
|
31 | blue-collar | single | primary | no | -502 | yes | no | unknown | 29 | may | 76 | 4 | -1 | 0 | unknown | 0no
|
50 | blue-collar | married | primary | no | 0 | no | no | cellular | 11 | aug | 72 | 5 | -1 | 0 | unknown | 0no
|
47 | technician | married | secondary | no | 599 | yes | no | cellular | 13 | aug | 99 | 3 | -1 | 0 | unknown | 0no
|
30 | management | single | tertiary | no | -218 | yes | no | cellular | 27 | aug | 13 | 15 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 1,012 | no | no | cellular | 14 | apr | 178 | 1 | -1 | 0 | unknown | 0no
|
36 | technician | married | secondary | no | 300 | no | no | unknown | 9 | jun | 287 | 1 | -1 | 0 | unknown | 0no
|
46 | technician | married | tertiary | no | 217 | yes | no | cellular | 14 | may | 141 | 1 | 346 | 2 | other | 0no
|
45 | management | divorced | tertiary | no | 2,096 | no | no | cellular | 21 | nov | 127 | 1 | 100 | 2 | failure | 0no
|
37 | technician | single | secondary | no | 0 | no | no | cellular | 4 | aug | 69 | 2 | -1 | 0 | unknown | 0no
|
58 | housemaid | married | primary | no | 5,278 | yes | no | unknown | 4 | jun | 763 | 4 | -1 | 0 | unknown | 0no
|