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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | technician | single | secondary | no | 5,235 | no | no | cellular | 7 | aug | 67 | 3 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | 3 | yes | no | cellular | 6 | may | 45 | 2 | 169 | 2 | failure | 0no
|
58 | technician | single | secondary | no | 409 | no | yes | cellular | 14 | jul | 643 | 2 | -1 | 0 | unknown | 0no
|
34 | admin. | married | tertiary | no | 35 | yes | no | cellular | 15 | oct | 76 | 1 | 69 | 2 | failure | 0no
|
45 | management | married | tertiary | no | -459 | no | no | cellular | 21 | aug | 508 | 6 | -1 | 0 | unknown | 0no
|
28 | services | single | secondary | no | 198 | no | no | cellular | 5 | jul | 128 | 2 | -1 | 0 | unknown | 1yes
|
31 | blue-collar | married | primary | no | 99 | yes | no | cellular | 17 | apr | 193 | 2 | 322 | 1 | other | 0no
|
40 | management | married | tertiary | no | 60 | no | no | unknown | 16 | jun | 172 | 6 | -1 | 0 | unknown | 0no
|
30 | services | single | secondary | no | 3,485 | no | no | cellular | 2 | feb | 142 | 2 | -1 | 0 | unknown | 0no
|
34 | entrepreneur | married | secondary | no | -139 | yes | yes | unknown | 27 | may | 492 | 2 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 952 | no | yes | unknown | 12 | jun | 140 | 1 | -1 | 0 | unknown | 0no
|
59 | retired | married | primary | no | 1,427 | no | no | unknown | 18 | jun | 140 | 2 | -1 | 0 | unknown | 0no
|
43 | technician | single | tertiary | no | 1,017 | yes | no | unknown | 19 | may | 257 | 2 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | -29 | no | no | cellular | 29 | jan | 41 | 2 | 266 | 2 | failure | 0no
|
33 | technician | divorced | secondary | no | 9 | no | no | cellular | 21 | aug | 91 | 2 | -1 | 0 | unknown | 0no
|
33 | management | married | secondary | no | 4,040 | yes | no | cellular | 20 | apr | 132 | 2 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 13 | no | no | unknown | 3 | jun | 284 | 1 | -1 | 0 | unknown | 0no
|
32 | self-employed | single | secondary | no | 1,259 | no | no | cellular | 25 | jul | 184 | 2 | -1 | 0 | unknown | 0no
|
25 | admin. | married | secondary | no | 18 | yes | no | cellular | 18 | jul | 225 | 1 | -1 | 0 | unknown | 0no
|
25 | blue-collar | married | secondary | no | -76 | yes | no | unknown | 12 | may | 241 | 3 | -1 | 0 | unknown | 0no
|
38 | technician | single | tertiary | no | 221 | no | no | cellular | 20 | aug | 79 | 3 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 136 | yes | no | cellular | 22 | apr | 156 | 1 | -1 | 0 | unknown | 0no
|
67 | blue-collar | married | secondary | no | 16,353 | no | no | cellular | 27 | oct | 223 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | -63 | yes | no | unknown | 30 | may | 198 | 1 | -1 | 0 | unknown | 0no
|
45 | housemaid | married | primary | no | 7,353 | no | no | cellular | 13 | aug | 536 | 2 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | primary | no | 511 | yes | no | unknown | 21 | may | 304 | 2 | -1 | 0 | unknown | 0no
|
38 | admin. | married | primary | no | 3,913 | yes | no | cellular | 20 | apr | 196 | 2 | 315 | 2 | failure | 0no
|
32 | technician | divorced | secondary | no | 1,097 | yes | no | unknown | 12 | may | 298 | 2 | -1 | 0 | unknown | 0no
|
54 | retired | divorced | tertiary | no | 6,102 | yes | yes | unknown | 21 | may | 86 | 6 | -1 | 0 | unknown | 0no
|
51 | admin. | divorced | secondary | no | 340 | yes | no | unknown | 8 | may | 186 | 1 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | -119 | yes | no | cellular | 22 | jul | 167 | 3 | -1 | 0 | unknown | 0no
|
41 | admin. | married | secondary | no | 2,993 | yes | no | cellular | 22 | jul | 24 | 12 | -1 | 0 | unknown | 0no
|
39 | management | divorced | tertiary | no | 3,575 | no | yes | cellular | 18 | aug | 74 | 3 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | secondary | no | 361 | yes | no | unknown | 11 | jun | 601 | 1 | -1 | 0 | unknown | 0no
|
39 | management | married | secondary | no | 1,072 | yes | no | unknown | 27 | may | 1,168 | 2 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | primary | no | 2,904 | no | no | cellular | 20 | apr | 277 | 2 | -1 | 0 | unknown | 0no
|
50 | entrepreneur | divorced | tertiary | no | 1,790 | no | yes | cellular | 6 | feb | 748 | 3 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 86 | yes | no | unknown | 19 | may | 364 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | no | 1,633 | yes | no | unknown | 19 | may | 229 | 3 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 8,312 | no | no | cellular | 29 | aug | 43 | 13 | -1 | 0 | unknown | 0no
|
34 | blue-collar | divorced | unknown | no | 172 | no | no | cellular | 15 | jun | 177 | 1 | -1 | 0 | unknown | 1yes
|
34 | management | married | tertiary | no | 0 | yes | no | cellular | 7 | aug | 262 | 1 | 99 | 2 | success | 1yes
|
36 | management | married | tertiary | no | 222 | yes | no | cellular | 6 | may | 317 | 1 | 169 | 2 | failure | 0no
|
40 | technician | married | secondary | no | 109 | no | no | unknown | 20 | jun | 402 | 22 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 1,451 | no | no | cellular | 1 | jun | 314 | 1 | -1 | 0 | unknown | 1yes
|
41 | technician | married | secondary | no | 1,066 | no | no | cellular | 11 | feb | 109 | 3 | -1 | 0 | unknown | 1yes
|
52 | management | married | tertiary | no | 3,163 | no | no | cellular | 25 | aug | 56 | 6 | -1 | 0 | unknown | 0no
|
40 | services | single | secondary | no | 888 | yes | no | unknown | 12 | may | 169 | 2 | -1 | 0 | unknown | 0no
|
48 | blue-collar | single | unknown | no | 428 | yes | no | cellular | 18 | may | 127 | 1 | -1 | 0 | unknown | 0no
|
33 | management | divorced | secondary | no | 106 | no | no | cellular | 20 | aug | 175 | 3 | -1 | 0 | unknown | 0no
|
44 | technician | divorced | secondary | no | 0 | no | no | cellular | 12 | aug | 56 | 2 | -1 | 0 | unknown | 0no
|
55 | management | married | tertiary | no | 979 | no | yes | cellular | 8 | jul | 123 | 1 | -1 | 0 | unknown | 0no
|
51 | admin. | married | secondary | no | 2,662 | no | no | telephone | 28 | jan | 148 | 2 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 84 | no | no | cellular | 5 | feb | 231 | 1 | -1 | 0 | unknown | 0no
|
58 | retired | divorced | unknown | no | 5,920 | yes | no | cellular | 23 | jul | 255 | 1 | -1 | 0 | unknown | 0no
|
39 | management | single | tertiary | no | 816 | yes | no | cellular | 27 | aug | 37 | 3 | -1 | 0 | unknown | 0no
|
27 | unemployed | single | secondary | no | 3,276 | no | no | cellular | 5 | aug | 106 | 1 | 110 | 2 | other | 0no
|
55 | management | divorced | unknown | no | 2 | yes | no | unknown | 19 | may | 95 | 1 | -1 | 0 | unknown | 0no
|
35 | technician | single | secondary | no | -51 | no | no | unknown | 2 | jul | 134 | 2 | -1 | 0 | unknown | 0no
|
37 | technician | single | tertiary | no | 3,315 | yes | no | cellular | 9 | apr | 820 | 2 | -1 | 0 | unknown | 0no
|
52 | technician | married | secondary | no | 196 | yes | yes | cellular | 24 | feb | 116 | 1 | 273 | 3 | failure | 0no
|
41 | blue-collar | married | secondary | no | 552 | yes | no | cellular | 12 | may | 463 | 1 | -1 | 0 | unknown | 0no
|
52 | admin. | married | secondary | no | 2,347 | no | yes | cellular | 12 | aug | 603 | 3 | -1 | 0 | unknown | 0no
|
34 | blue-collar | single | secondary | no | 3,723 | yes | no | unknown | 27 | may | 47 | 5 | -1 | 0 | unknown | 0no
|
53 | management | divorced | primary | no | 255 | no | no | cellular | 19 | nov | 126 | 1 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 3,143 | no | no | cellular | 29 | jun | 421 | 2 | -1 | 0 | unknown | 1yes
|
47 | self-employed | married | secondary | no | 0 | no | no | unknown | 26 | jun | 174 | 8 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | secondary | no | 6,411 | yes | yes | cellular | 30 | jan | 144 | 1 | 266 | 2 | failure | 0no
|
33 | management | single | tertiary | no | 1,909 | no | no | cellular | 8 | aug | 191 | 2 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | primary | no | 3,873 | no | no | telephone | 21 | apr | 222 | 1 | -1 | 0 | unknown | 0no
|
58 | self-employed | married | primary | no | 1,013 | yes | no | cellular | 11 | aug | 206 | 1 | 461 | 1 | failure | 1yes
|
44 | admin. | married | secondary | no | 262 | yes | no | cellular | 9 | jul | 74 | 1 | -1 | 0 | unknown | 0no
|
25 | services | single | secondary | no | 3,217 | yes | no | unknown | 28 | may | 24 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | single | secondary | no | 5,436 | yes | no | cellular | 6 | may | 7 | 11 | 351 | 1 | failure | 0no
|
41 | blue-collar | married | primary | no | 2,067 | yes | no | cellular | 15 | may | 493 | 7 | -1 | 0 | unknown | 0no
|
34 | blue-collar | single | secondary | no | 215 | no | no | cellular | 3 | mar | 350 | 3 | -1 | 0 | unknown | 1yes
|
36 | services | divorced | secondary | no | 1,594 | no | no | unknown | 6 | jun | 250 | 3 | -1 | 0 | unknown | 0no
|
44 | self-employed | married | tertiary | no | 134 | no | no | cellular | 28 | aug | 86 | 4 | -1 | 0 | unknown | 0no
|
34 | entrepreneur | divorced | tertiary | no | 262 | no | no | cellular | 20 | nov | 371 | 1 | -1 | 0 | unknown | 0no
|
56 | blue-collar | divorced | primary | no | 3,021 | no | no | unknown | 9 | jun | 419 | 2 | -1 | 0 | unknown | 0no
|
43 | management | divorced | tertiary | no | 388 | yes | no | unknown | 8 | may | 2,087 | 2 | -1 | 0 | unknown | 1yes
|
28 | blue-collar | single | secondary | no | 3,412 | yes | no | cellular | 15 | may | 22 | 4 | -1 | 0 | unknown | 0no
|
54 | blue-collar | married | secondary | no | 1,291 | yes | no | unknown | 5 | may | 266 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | divorced | secondary | no | 79 | no | no | cellular | 21 | jul | 191 | 1 | -1 | 0 | unknown | 0no
|
59 | self-employed | married | tertiary | no | 2,013 | no | no | cellular | 19 | feb | 222 | 4 | 94 | 2 | success | 1yes
|
58 | blue-collar | divorced | secondary | no | 543 | no | yes | telephone | 17 | jul | 264 | 3 | -1 | 0 | unknown | 0no
|
56 | management | divorced | tertiary | no | 1,016 | yes | no | unknown | 9 | jun | 184 | 5 | -1 | 0 | unknown | 0no
|
32 | blue-collar | single | secondary | no | 604 | no | yes | cellular | 28 | may | 95 | 3 | -1 | 0 | unknown | 0no
|
42 | management | single | tertiary | no | 525 | no | no | cellular | 13 | aug | 127 | 2 | -1 | 0 | unknown | 0no
|
52 | retired | divorced | primary | no | 353 | no | no | cellular | 31 | jul | 395 | 4 | -1 | 0 | unknown | 0no
|
46 | management | married | tertiary | no | 964 | yes | no | cellular | 8 | apr | 174 | 1 | -1 | 0 | unknown | 0no
|
37 | admin. | married | tertiary | no | 3,913 | yes | no | cellular | 27 | apr | 124 | 1 | -1 | 0 | unknown | 1yes
|
39 | blue-collar | married | primary | no | 879 | yes | no | unknown | 26 | may | 102 | 2 | -1 | 0 | unknown | 0no
|
31 | admin. | married | secondary | no | 314 | yes | no | cellular | 17 | apr | 279 | 1 | -1 | 0 | unknown | 0no
|
59 | housemaid | married | primary | no | 0 | no | no | cellular | 27 | aug | 76 | 11 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | secondary | no | 1,370 | yes | no | cellular | 11 | may | 472 | 2 | -1 | 0 | unknown | 0no
|
58 | management | married | secondary | no | 37 | no | no | cellular | 18 | aug | 84 | 11 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 673 | yes | yes | cellular | 20 | nov | 271 | 1 | 184 | 1 | failure | 0no
|
40 | services | married | secondary | no | -342 | yes | no | unknown | 26 | may | 754 | 1 | -1 | 0 | unknown | 0no
|
20 | student | single | secondary | no | 291 | no | no | telephone | 11 | may | 172 | 5 | 371 | 5 | failure | 0no
|