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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
53 | technician | married | tertiary | no | 431 | yes | no | unknown | 11 | jun | 74 | 1 | -1 | 0 | unknown | 0no
|
60 | services | married | tertiary | no | 4,256 | yes | no | cellular | 16 | aug | 239 | 3 | 761 | 1 | other | 1yes
|
33 | management | divorced | tertiary | no | 0 | yes | yes | cellular | 19 | aug | 275 | 8 | -1 | 0 | unknown | 0no
|
52 | services | divorced | secondary | no | 238 | yes | no | cellular | 6 | may | 101 | 1 | 362 | 5 | other | 0no
|
64 | retired | married | tertiary | no | 846 | no | no | cellular | 11 | feb | 671 | 1 | 181 | 3 | failure | 1yes
|
40 | blue-collar | single | secondary | no | 3 | no | no | cellular | 19 | nov | 998 | 1 | -1 | 0 | unknown | 1yes
|
52 | admin. | married | secondary | no | 693 | no | no | unknown | 12 | jun | 271 | 1 | -1 | 0 | unknown | 0no
|
28 | student | single | secondary | no | 0 | yes | no | unknown | 15 | may | 133 | 3 | -1 | 0 | unknown | 0no
|
49 | management | married | secondary | no | 362 | yes | no | unknown | 4 | jun | 84 | 2 | -1 | 0 | unknown | 0no
|
28 | technician | single | secondary | no | 618 | yes | no | cellular | 7 | may | 281 | 1 | -1 | 0 | unknown | 0no
|
29 | technician | single | tertiary | no | 2,893 | yes | no | unknown | 3 | jun | 250 | 1 | -1 | 0 | unknown | 0no
|
87 | retired | married | primary | no | 230 | no | no | cellular | 30 | oct | 144 | 1 | -1 | 0 | unknown | 1yes
|
37 | management | divorced | secondary | no | 1,287 | yes | no | cellular | 14 | may | 432 | 1 | -1 | 0 | unknown | 0no
|
36 | services | married | primary | no | 179 | no | no | unknown | 9 | jun | 411 | 1 | -1 | 0 | unknown | 0no
|
35 | self-employed | married | tertiary | no | 980 | no | no | cellular | 2 | aug | 428 | 2 | 336 | 6 | failure | 0no
|
33 | admin. | married | tertiary | no | 79 | yes | no | cellular | 22 | oct | 249 | 2 | 335 | 2 | failure | 1yes
|
60 | admin. | married | secondary | no | 3,043 | no | no | cellular | 19 | aug | 235 | 3 | -1 | 0 | unknown | 0no
|
25 | management | single | tertiary | no | 808 | no | no | cellular | 18 | sep | 267 | 2 | 114 | 2 | failure | 1yes
|
69 | retired | married | secondary | no | 745 | no | no | telephone | 9 | sep | 595 | 1 | -1 | 0 | unknown | 0no
|
41 | student | married | secondary | no | 1,309 | no | no | unknown | 20 | jun | 28 | 4 | -1 | 0 | unknown | 0no
|
48 | management | single | secondary | no | 290 | yes | no | cellular | 21 | jul | 257 | 2 | -1 | 0 | unknown | 0no
|
35 | blue-collar | divorced | primary | no | 1,792 | yes | no | cellular | 31 | jul | 630 | 6 | -1 | 0 | unknown | 1yes
|
30 | blue-collar | single | secondary | no | 178 | yes | no | unknown | 20 | may | 747 | 5 | -1 | 0 | unknown | 0no
|
59 | management | married | tertiary | no | 0 | no | no | cellular | 27 | aug | 87 | 4 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 537 | no | no | unknown | 29 | may | 187 | 3 | -1 | 0 | unknown | 0no
|
28 | blue-collar | single | secondary | no | 416 | yes | no | unknown | 13 | may | 452 | 2 | -1 | 0 | unknown | 0no
|
60 | blue-collar | married | primary | no | 1,472 | no | no | unknown | 20 | jun | 36 | 4 | -1 | 0 | unknown | 0no
|
36 | management | married | primary | no | 3,953 | yes | no | cellular | 19 | nov | 277 | 1 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 112 | yes | no | cellular | 5 | may | 118 | 1 | -1 | 0 | unknown | 0no
|
34 | management | divorced | tertiary | no | 13,204 | yes | yes | cellular | 20 | nov | 197 | 2 | -1 | 0 | unknown | 0no
|
58 | blue-collar | married | secondary | no | 0 | no | yes | cellular | 14 | apr | 101 | 5 | -1 | 0 | unknown | 0no
|
53 | management | married | unknown | no | 2,240 | yes | no | cellular | 2 | jun | 282 | 2 | 385 | 1 | success | 1yes
|
31 | management | married | tertiary | no | 22,546 | yes | no | cellular | 14 | may | 8 | 6 | 267 | 4 | failure | 0no
|
33 | admin. | married | secondary | no | 0 | yes | no | telephone | 17 | jul | 1,448 | 7 | -1 | 0 | unknown | 1yes
|
46 | unemployed | divorced | primary | no | 23 | no | no | cellular | 21 | nov | 344 | 1 | -1 | 0 | unknown | 0no
|
29 | blue-collar | married | secondary | no | 228 | yes | no | cellular | 11 | may | 12 | 8 | 342 | 9 | failure | 0no
|
37 | self-employed | married | secondary | no | 215 | yes | no | unknown | 6 | jun | 61 | 1 | -1 | 0 | unknown | 0no
|
58 | blue-collar | married | primary | no | 23 | yes | no | unknown | 20 | may | 91 | 6 | -1 | 0 | unknown | 0no
|
34 | management | married | secondary | no | 293 | yes | no | unknown | 21 | may | 162 | 3 | -1 | 0 | unknown | 0no
|
34 | blue-collar | divorced | secondary | no | 0 | no | yes | unknown | 21 | may | 339 | 1 | -1 | 0 | unknown | 0no
|
49 | entrepreneur | married | primary | no | 199 | no | no | unknown | 13 | may | 113 | 2 | -1 | 0 | unknown | 0no
|
53 | admin. | married | secondary | no | 459 | no | no | cellular | 5 | apr | 558 | 1 | -1 | 0 | unknown | 1yes
|
42 | unemployed | married | secondary | no | 8,131 | yes | no | unknown | 30 | may | 69 | 1 | -1 | 0 | unknown | 0no
|
40 | services | married | secondary | no | -378 | yes | yes | cellular | 13 | may | 541 | 1 | 295 | 6 | failure | 0no
|
30 | blue-collar | single | primary | no | 395 | no | no | cellular | 21 | nov | 429 | 1 | -1 | 0 | unknown | 0no
|
31 | technician | divorced | secondary | no | 10,787 | yes | no | unknown | 4 | jun | 135 | 2 | -1 | 0 | unknown | 0no
|
55 | admin. | married | secondary | no | 865 | yes | no | cellular | 27 | oct | 96 | 1 | 111 | 3 | failure | 0no
|
36 | management | married | tertiary | no | 340 | yes | no | cellular | 20 | apr | 68 | 2 | -1 | 0 | unknown | 0no
|
31 | blue-collar | single | secondary | no | 1,882 | no | no | cellular | 7 | may | 529 | 2 | -1 | 0 | unknown | 0no
|
26 | management | married | tertiary | no | 265 | no | no | cellular | 30 | jan | 650 | 2 | -1 | 0 | unknown | 0no
|
31 | admin. | married | secondary | no | 389 | yes | no | cellular | 7 | dec | 69 | 1 | 185 | 2 | failure | 0no
|
49 | admin. | married | secondary | no | 0 | yes | yes | cellular | 29 | jul | 71 | 7 | -1 | 0 | unknown | 0no
|
54 | management | married | tertiary | no | 384 | yes | no | cellular | 12 | may | 30 | 7 | -1 | 0 | unknown | 0no
|
47 | management | divorced | tertiary | no | 94 | yes | no | cellular | 31 | jul | 9 | 19 | -1 | 0 | unknown | 0no
|
61 | management | married | secondary | no | 1,471 | no | no | cellular | 12 | aug | 331 | 2 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | primary | no | 937 | yes | no | unknown | 12 | jun | 66 | 1 | -1 | 0 | unknown | 0no
|
51 | technician | married | secondary | no | 500 | yes | no | cellular | 20 | nov | 26 | 6 | -1 | 0 | unknown | 0no
|
53 | blue-collar | married | primary | no | 25 | yes | no | unknown | 6 | may | 266 | 3 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 365 | no | no | cellular | 21 | nov | 168 | 2 | -1 | 0 | unknown | 0no
|
25 | unemployed | single | secondary | no | 34 | no | yes | unknown | 4 | jul | 316 | 1 | -1 | 0 | unknown | 0no
|
79 | retired | married | primary | no | 429 | no | no | telephone | 8 | jul | 1,006 | 2 | -1 | 0 | unknown | 1yes
|
53 | technician | married | primary | no | 6,839 | yes | no | cellular | 19 | nov | 77 | 1 | -1 | 0 | unknown | 0no
|
21 | student | single | secondary | no | 6 | no | no | unknown | 9 | may | 622 | 1 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 467 | yes | no | unknown | 21 | may | 494 | 2 | -1 | 0 | unknown | 0no
|
40 | self-employed | divorced | secondary | no | 1,876 | no | yes | unknown | 20 | jun | 269 | 1 | -1 | 0 | unknown | 0no
|
34 | entrepreneur | married | secondary | no | 1,847 | yes | no | cellular | 9 | apr | 543 | 3 | 321 | 6 | failure | 0no
|
52 | unknown | married | primary | no | 247 | no | no | cellular | 29 | jul | 268 | 6 | -1 | 0 | unknown | 0no
|
27 | admin. | married | secondary | no | 897 | no | no | cellular | 5 | jun | 397 | 1 | -1 | 0 | unknown | 1yes
|
57 | services | divorced | secondary | no | 4,664 | no | no | cellular | 21 | nov | 22 | 4 | 114 | 1 | failure | 0no
|
51 | self-employed | divorced | secondary | no | 1,291 | yes | no | unknown | 3 | jun | 51 | 2 | -1 | 0 | unknown | 0no
|
31 | student | single | tertiary | no | 64 | no | no | cellular | 15 | sep | 208 | 1 | 105 | 2 | success | 0no
|
49 | unemployed | married | tertiary | no | -471 | yes | no | cellular | 20 | nov | 77 | 3 | 185 | 7 | failure | 0no
|
32 | management | single | tertiary | no | 1,160 | yes | yes | unknown | 11 | jun | 450 | 2 | -1 | 0 | unknown | 0no
|
28 | admin. | single | tertiary | no | 14 | no | no | cellular | 1 | jun | 201 | 1 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 26 | yes | no | cellular | 17 | apr | 342 | 3 | 332 | 1 | other | 0no
|
50 | blue-collar | married | unknown | no | 452 | no | no | cellular | 20 | aug | 181 | 2 | -1 | 0 | unknown | 0no
|
42 | blue-collar | single | secondary | no | 382 | yes | no | cellular | 13 | may | 294 | 1 | -1 | 0 | unknown | 0no
|
45 | admin. | married | unknown | no | 2,033 | no | no | cellular | 30 | nov | 123 | 1 | 186 | 4 | failure | 0no
|
34 | unemployed | married | secondary | no | 0 | yes | no | cellular | 13 | may | 172 | 1 | -1 | 0 | unknown | 0no
|
56 | admin. | divorced | unknown | no | 789 | yes | no | cellular | 8 | may | 1,022 | 1 | 360 | 2 | failure | 0no
|
33 | blue-collar | single | secondary | no | 142 | yes | no | cellular | 14 | may | 123 | 1 | 360 | 3 | other | 0no
|
34 | admin. | married | secondary | no | 645 | yes | no | unknown | 19 | may | 420 | 1 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | unknown | no | 897 | yes | no | cellular | 13 | apr | 119 | 2 | 280 | 2 | failure | 0no
|
37 | blue-collar | married | secondary | no | 103 | yes | no | cellular | 12 | may | 153 | 1 | -1 | 0 | unknown | 0no
|
35 | admin. | single | secondary | no | 847 | yes | no | cellular | 11 | may | 85 | 2 | -1 | 0 | unknown | 0no
|
38 | unknown | single | tertiary | no | 0 | no | no | cellular | 11 | sep | 260 | 3 | 95 | 3 | success | 1yes
|
32 | blue-collar | married | secondary | no | 517 | yes | no | unknown | 5 | may | 528 | 1 | -1 | 0 | unknown | 0no
|
52 | technician | single | tertiary | no | 1,308 | yes | no | unknown | 29 | may | 361 | 1 | -1 | 0 | unknown | 0no
|
49 | services | married | secondary | no | 66 | yes | yes | cellular | 21 | nov | 59 | 4 | -1 | 0 | unknown | 0no
|
46 | management | divorced | secondary | no | 361 | yes | no | unknown | 19 | may | 86 | 7 | -1 | 0 | unknown | 0no
|
42 | entrepreneur | married | primary | yes | 66 | yes | yes | cellular | 6 | feb | 139 | 1 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | unknown | no | 70 | yes | no | unknown | 8 | may | 219 | 4 | -1 | 0 | unknown | 0no
|
32 | services | married | secondary | no | 180 | yes | no | telephone | 15 | may | 45 | 2 | -1 | 0 | unknown | 0no
|
49 | technician | married | tertiary | no | 279 | yes | no | unknown | 19 | may | 168 | 4 | -1 | 0 | unknown | 0no
|
46 | services | married | secondary | no | 4 | no | no | cellular | 30 | apr | 268 | 1 | 261 | 5 | other | 1yes
|
40 | entrepreneur | married | secondary | no | 1,416 | yes | no | unknown | 14 | may | 210 | 2 | -1 | 0 | unknown | 0no
|
36 | admin. | married | secondary | no | 465 | yes | no | unknown | 20 | may | 160 | 1 | -1 | 0 | unknown | 0no
|
36 | admin. | married | secondary | no | 998 | yes | no | unknown | 14 | may | 1,044 | 2 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | 550 | no | yes | cellular | 9 | jul | 601 | 1 | -1 | 0 | unknown | 0no
|
46 | management | married | tertiary | no | 1,285 | yes | no | unknown | 27 | may | 89 | 1 | -1 | 0 | unknown | 0no
|