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 | admin. | single | secondary | no | 3,809 | yes | no | unknown | 3 | jun | 159 | 4 | -1 | 0 | unknown | 0no
|
52 | admin. | married | secondary | no | 395 | yes | no | unknown | 15 | may | 391 | 3 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | secondary | no | 1,011 | yes | no | cellular | 12 | aug | 112 | 2 | -1 | 0 | unknown | 0no
|
56 | blue-collar | married | primary | no | 420 | yes | no | unknown | 9 | may | 76 | 1 | -1 | 0 | unknown | 0no
|
32 | admin. | married | secondary | no | 76 | yes | no | unknown | 21 | may | 189 | 2 | -1 | 0 | unknown | 0no
|
24 | blue-collar | married | secondary | no | 0 | no | no | unknown | 28 | may | 94 | 1 | -1 | 0 | unknown | 0no
|
51 | blue-collar | married | primary | no | 844 | yes | no | unknown | 29 | may | 184 | 3 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 1,318 | yes | no | cellular | 7 | aug | 100 | 2 | -1 | 0 | unknown | 0no
|
36 | technician | married | tertiary | no | 167 | yes | no | cellular | 28 | jan | 57 | 1 | -1 | 0 | unknown | 0no
|
42 | management | married | tertiary | no | 2,187 | yes | no | cellular | 17 | nov | 525 | 3 | -1 | 0 | unknown | 1yes
|
49 | admin. | married | secondary | no | 14,440 | yes | no | cellular | 21 | nov | 60 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | secondary | no | 2,294 | yes | no | unknown | 26 | may | 251 | 11 | -1 | 0 | unknown | 0no
|
36 | management | married | secondary | no | 80 | yes | no | unknown | 30 | may | 251 | 3 | -1 | 0 | unknown | 0no
|
48 | management | married | primary | no | 2,537 | no | no | cellular | 26 | aug | 219 | 6 | -1 | 0 | unknown | 0no
|
30 | technician | married | tertiary | no | 569 | no | no | cellular | 27 | aug | 976 | 12 | -1 | 0 | unknown | 1yes
|
27 | management | single | tertiary | yes | 0 | no | yes | cellular | 8 | jul | 46 | 1 | -1 | 0 | unknown | 0no
|
38 | entrepreneur | married | tertiary | no | 0 | yes | no | cellular | 18 | nov | 185 | 3 | -1 | 0 | unknown | 0no
|
36 | technician | single | secondary | yes | 12 | no | no | cellular | 12 | aug | 587 | 2 | -1 | 0 | unknown | 1yes
|
45 | technician | married | secondary | no | 49 | no | no | cellular | 29 | jul | 65 | 2 | -1 | 0 | unknown | 0no
|
44 | housemaid | married | tertiary | no | 460 | no | no | unknown | 17 | jun | 491 | 1 | -1 | 0 | unknown | 0no
|
42 | technician | married | secondary | no | 613 | yes | no | cellular | 11 | may | 432 | 2 | -1 | 0 | unknown | 0no
|
37 | entrepreneur | married | tertiary | no | 7,944 | no | no | cellular | 21 | nov | 102 | 1 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 1,143 | yes | no | cellular | 17 | apr | 264 | 1 | 317 | 1 | failure | 0no
|
57 | retired | married | primary | no | -464 | yes | no | cellular | 4 | feb | 75 | 1 | 190 | 6 | failure | 0no
|
44 | services | married | secondary | no | 1,989 | yes | yes | cellular | 20 | apr | 106 | 2 | -1 | 0 | unknown | 0no
|
48 | technician | married | secondary | no | 17 | yes | yes | cellular | 17 | nov | 81 | 1 | -1 | 0 | unknown | 0no
|
56 | retired | married | primary | no | -1 | no | no | cellular | 27 | aug | 89 | 23 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 1,698 | yes | no | unknown | 6 | jun | 95 | 2 | -1 | 0 | unknown | 0no
|
47 | blue-collar | married | secondary | no | 5,306 | yes | no | unknown | 15 | may | 322 | 1 | -1 | 0 | unknown | 0no
|
54 | housemaid | married | unknown | no | 0 | no | no | cellular | 14 | apr | 94 | 5 | 145 | 3 | other | 0no
|
51 | retired | divorced | secondary | no | 1,679 | no | no | cellular | 12 | aug | 417 | 1 | 365 | 9 | other | 1yes
|
47 | admin. | married | secondary | no | 3,676 | no | no | cellular | 18 | oct | 567 | 1 | 95 | 3 | success | 1yes
|
25 | management | married | tertiary | no | -242 | yes | yes | cellular | 18 | may | 600 | 4 | 332 | 4 | other | 1yes
|
39 | services | single | secondary | no | 471 | no | no | unknown | 15 | oct | 5 | 1 | -1 | 0 | unknown | 0no
|
40 | management | married | tertiary | no | 8,902 | yes | no | cellular | 14 | aug | 464 | 5 | -1 | 0 | unknown | 0no
|
38 | management | single | tertiary | no | 1,704 | no | no | cellular | 1 | sep | 222 | 1 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 3,050 | yes | no | cellular | 13 | may | 469 | 1 | -1 | 0 | unknown | 1yes
|
53 | housemaid | married | primary | no | 2,581 | no | no | cellular | 15 | apr | 99 | 1 | -1 | 0 | unknown | 0no
|
32 | services | married | secondary | no | 162 | yes | no | unknown | 14 | may | 297 | 2 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | secondary | no | 243 | yes | no | cellular | 20 | apr | 41 | 3 | -1 | 0 | unknown | 0no
|
24 | student | single | secondary | no | 1,847 | no | no | cellular | 9 | dec | 390 | 1 | -1 | 0 | unknown | 0no
|
58 | blue-collar | married | primary | no | 0 | yes | no | unknown | 29 | may | 535 | 2 | -1 | 0 | unknown | 0no
|
49 | management | married | primary | no | 3,371 | no | no | cellular | 11 | nov | 269 | 2 | -1 | 0 | unknown | 1yes
|
45 | services | single | secondary | no | 1,757 | yes | no | cellular | 20 | apr | 1,010 | 3 | 326 | 1 | other | 0no
|
55 | management | married | tertiary | no | 171 | yes | no | cellular | 8 | aug | 73 | 6 | -1 | 0 | unknown | 0no
|
42 | entrepreneur | married | tertiary | no | 157 | yes | yes | unknown | 7 | may | 650 | 1 | -1 | 0 | unknown | 0no
|
28 | admin. | married | secondary | no | 934 | yes | no | unknown | 4 | jul | 53 | 2 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | -19 | no | yes | unknown | 4 | jul | 270 | 1 | -1 | 0 | unknown | 0no
|
51 | management | single | tertiary | yes | -55 | yes | no | cellular | 18 | aug | 119 | 6 | -1 | 0 | unknown | 0no
|
38 | housemaid | married | primary | no | 21 | no | no | cellular | 26 | aug | 634 | 2 | -1 | 0 | unknown | 0no
|
27 | blue-collar | single | secondary | no | 14 | no | no | unknown | 14 | may | 72 | 2 | -1 | 0 | unknown | 0no
|
50 | technician | single | secondary | no | 246 | yes | no | cellular | 17 | nov | 270 | 1 | 123 | 2 | failure | 0no
|
44 | blue-collar | married | primary | no | 887 | yes | no | cellular | 12 | may | 165 | 2 | 363 | 1 | failure | 0no
|
40 | management | married | tertiary | no | 51 | no | no | cellular | 19 | aug | 164 | 2 | -1 | 0 | unknown | 0no
|
29 | services | single | secondary | no | -287 | yes | no | cellular | 18 | may | 196 | 1 | -1 | 0 | unknown | 0no
|
34 | services | married | secondary | no | 0 | yes | no | cellular | 14 | jul | 78 | 4 | -1 | 0 | unknown | 0no
|
44 | self-employed | single | tertiary | no | 2,734 | yes | no | cellular | 12 | may | 897 | 4 | -1 | 0 | unknown | 1yes
|
50 | entrepreneur | married | tertiary | no | 52 | no | no | cellular | 31 | jul | 22 | 8 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 2,594 | yes | no | cellular | 21 | nov | 161 | 3 | -1 | 0 | unknown | 0no
|
54 | retired | divorced | primary | no | 22 | no | no | unknown | 20 | jun | 23 | 4 | -1 | 0 | unknown | 0no
|
34 | technician | married | tertiary | no | 1,611 | yes | no | cellular | 11 | may | 490 | 2 | -1 | 0 | unknown | 0no
|
34 | admin. | single | tertiary | no | 18 | yes | yes | cellular | 30 | apr | 359 | 1 | -1 | 0 | unknown | 1yes
|
52 | blue-collar | married | primary | no | 1,331 | yes | no | cellular | 29 | jul | 213 | 2 | -1 | 0 | unknown | 0no
|
60 | unknown | married | unknown | no | 7,337 | no | no | cellular | 4 | aug | 122 | 1 | -1 | 0 | unknown | 0no
|
39 | management | single | secondary | no | 835 | yes | no | unknown | 29 | may | 587 | 4 | -1 | 0 | unknown | 0no
|
58 | retired | married | primary | no | 5,092 | no | no | unknown | 11 | jun | 199 | 6 | -1 | 0 | unknown | 0no
|
41 | technician | divorced | secondary | no | 52 | no | no | cellular | 20 | aug | 261 | 2 | -1 | 0 | unknown | 0no
|
48 | technician | married | secondary | no | 10,655 | no | no | telephone | 31 | jul | 5 | 3 | -1 | 0 | unknown | 0no
|
58 | management | married | tertiary | no | 1,831 | no | no | cellular | 17 | nov | 1,531 | 1 | -1 | 0 | unknown | 0no
|
40 | self-employed | married | primary | no | 92 | yes | no | unknown | 13 | may | 92 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 586 | yes | yes | cellular | 6 | may | 179 | 2 | -1 | 0 | unknown | 0no
|
52 | blue-collar | divorced | primary | no | 1,758 | yes | no | unknown | 15 | may | 41 | 1 | -1 | 0 | unknown | 0no
|
50 | self-employed | married | secondary | no | 2,061 | yes | yes | cellular | 29 | jan | 197 | 2 | 244 | 3 | failure | 0no
|
25 | technician | single | secondary | no | 959 | no | no | cellular | 9 | jul | 144 | 5 | -1 | 0 | unknown | 0no
|
54 | retired | married | primary | no | 208 | no | no | unknown | 12 | may | 255 | 1 | -1 | 0 | unknown | 0no
|
34 | services | married | secondary | no | -315 | yes | no | unknown | 8 | may | 56 | 2 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | yes | -13 | yes | no | cellular | 15 | may | 20 | 6 | 291 | 2 | other | 0no
|
37 | admin. | married | tertiary | no | 801 | no | no | cellular | 11 | aug | 331 | 7 | -1 | 0 | unknown | 0no
|
66 | retired | married | tertiary | no | 1,948 | no | no | cellular | 28 | jan | 216 | 1 | 91 | 4 | success | 1yes
|
32 | management | single | tertiary | no | 751 | yes | no | unknown | 8 | may | 64 | 1 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | secondary | no | 784 | yes | yes | unknown | 3 | jun | 34 | 1 | -1 | 0 | unknown | 0no
|
43 | blue-collar | single | secondary | no | 24 | no | no | cellular | 12 | may | 68 | 1 | 363 | 1 | failure | 0no
|
41 | management | married | tertiary | no | 72 | yes | no | unknown | 7 | may | 764 | 3 | -1 | 0 | unknown | 0no
|
40 | technician | divorced | tertiary | no | 1,871 | yes | no | cellular | 17 | nov | 64 | 1 | -1 | 0 | unknown | 0no
|
44 | services | single | secondary | no | 1,378 | yes | no | unknown | 8 | may | 257 | 2 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | primary | no | 188 | yes | no | cellular | 12 | may | 58 | 3 | 347 | 5 | failure | 0no
|
30 | unknown | single | tertiary | no | 6,836 | no | no | cellular | 27 | feb | 30 | 3 | -1 | 0 | unknown | 0no
|
32 | services | married | secondary | no | 61 | yes | no | cellular | 8 | jul | 529 | 5 | -1 | 0 | unknown | 0no
|
57 | admin. | married | secondary | no | -967 | yes | no | telephone | 15 | may | 8 | 7 | -1 | 0 | unknown | 0no
|
31 | blue-collar | single | tertiary | no | 462 | yes | yes | unknown | 19 | may | 147 | 1 | -1 | 0 | unknown | 0no
|
49 | unknown | married | secondary | no | 0 | no | no | cellular | 28 | aug | 173 | 2 | -1 | 0 | unknown | 0no
|
31 | admin. | single | secondary | no | 5,527 | yes | no | unknown | 21 | may | 132 | 1 | -1 | 0 | unknown | 0no
|
41 | admin. | married | tertiary | no | 1,287 | no | no | unknown | 16 | jun | 286 | 1 | -1 | 0 | unknown | 0no
|
44 | management | married | tertiary | no | 17,361 | no | no | unknown | 18 | jun | 476 | 1 | -1 | 0 | unknown | 0no
|
54 | entrepreneur | married | unknown | no | 1,956 | no | no | cellular | 19 | nov | 221 | 5 | -1 | 0 | unknown | 0no
|
37 | blue-collar | divorced | secondary | no | 0 | yes | no | cellular | 21 | apr | 146 | 4 | -1 | 0 | unknown | 1yes
|
34 | management | married | secondary | no | -294 | yes | no | unknown | 27 | may | 532 | 2 | -1 | 0 | unknown | 0no
|
43 | technician | married | secondary | no | 275 | no | no | cellular | 25 | aug | 69 | 6 | -1 | 0 | unknown | 0no
|
44 | management | married | tertiary | no | 724 | yes | no | cellular | 17 | nov | 157 | 2 | 172 | 1 | failure | 0no
|
44 | services | married | secondary | no | 27 | no | no | cellular | 25 | may | 485 | 1 | -1 | 0 | unknown | 0no
|