age
int64 18
95
| job
stringclasses 12
values | marital
stringclasses 3
values | education
stringclasses 4
values | default
stringclasses 2
values | balance
int64 -8,019
102k
| housing
stringclasses 2
values | loan
stringclasses 2
values | contact
stringclasses 3
values | day
int64 1
31
| month
stringclasses 12
values | duration
int64 0
4.92k
| campaign
int64 1
63
| pdays
int64 -1
871
| previous
int64 0
275
| poutcome
stringclasses 4
values | y
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | management | single | tertiary | no | 1,807 | no | no | cellular | 27 | jul | 606 | 1 | -1 | 0 | unknown | yes |
35 | management | married | tertiary | no | 775 | no | no | unknown | 27 | jul | 9 | 1 | -1 | 0 | unknown | no |
31 | services | single | secondary | yes | -248 | no | no | unknown | 27 | jul | 5 | 1 | -1 | 0 | unknown | no |
27 | services | single | secondary | no | 230 | no | no | unknown | 27 | jul | 5 | 1 | -1 | 0 | unknown | no |
49 | admin. | divorced | secondary | no | 1,180 | no | no | cellular | 27 | jul | 139 | 2 | 181 | 4 | success | no |
31 | admin. | single | secondary | no | 255 | no | no | cellular | 27 | jul | 167 | 2 | 181 | 1 | success | no |
45 | technician | married | secondary | no | 2,776 | yes | no | cellular | 27 | jul | 287 | 2 | 181 | 1 | success | yes |
61 | retired | married | secondary | no | 1,058 | no | no | cellular | 27 | jul | 218 | 2 | 91 | 3 | success | yes |
41 | retired | single | primary | no | 2,579 | no | no | cellular | 27 | jul | 235 | 1 | 287 | 1 | failure | no |
49 | technician | married | secondary | no | 308 | no | no | cellular | 27 | jul | 266 | 5 | -1 | 0 | unknown | no |
47 | admin. | married | secondary | no | 1,210 | no | no | cellular | 27 | jul | 493 | 4 | -1 | 0 | unknown | no |
46 | technician | married | unknown | no | 3,308 | no | no | cellular | 28 | jul | 219 | 2 | -1 | 0 | unknown | yes |
40 | admin. | married | secondary | no | 0 | no | no | cellular | 28 | jul | 496 | 2 | 182 | 11 | success | yes |
55 | technician | married | tertiary | no | 1,320 | no | no | cellular | 28 | jul | 340 | 1 | 91 | 2 | success | yes |
24 | student | single | secondary | no | 822 | no | no | cellular | 28 | jul | 106 | 2 | -1 | 0 | unknown | no |
39 | unemployed | married | primary | no | 7,005 | yes | no | cellular | 28 | jul | 429 | 2 | 184 | 3 | success | yes |
82 | housemaid | divorced | primary | no | 1,381 | no | no | cellular | 28 | jul | 844 | 5 | 181 | 4 | failure | yes |
27 | technician | single | secondary | no | 204 | no | no | cellular | 28 | jul | 471 | 2 | -1 | 0 | unknown | yes |
26 | technician | married | secondary | no | 267 | yes | no | cellular | 28 | jul | 817 | 2 | -1 | 0 | unknown | yes |
31 | management | single | tertiary | no | 725 | yes | no | cellular | 28 | jul | 211 | 1 | 92 | 2 | failure | no |
22 | unemployed | single | tertiary | no | 993 | no | no | cellular | 28 | jul | 115 | 3 | 93 | 1 | other | yes |
27 | student | single | tertiary | no | 311 | no | no | cellular | 28 | jul | 462 | 1 | 148 | 4 | success | yes |
32 | admin. | married | secondary | no | 389 | yes | no | cellular | 28 | jul | 129 | 3 | 233 | 3 | failure | no |
53 | blue-collar | married | primary | no | 306 | no | no | cellular | 28 | jul | 388 | 3 | 181 | 1 | success | yes |
54 | management | married | tertiary | no | 752 | no | no | telephone | 29 | jul | 211 | 5 | 491 | 4 | other | yes |
53 | technician | married | tertiary | no | 2,557 | no | no | cellular | 29 | jul | 95 | 4 | 182 | 7 | success | no |
29 | management | married | tertiary | no | 135 | no | no | cellular | 29 | jul | 225 | 4 | -1 | 0 | unknown | no |
64 | retired | married | secondary | no | 1,574 | no | no | telephone | 29 | jul | 301 | 3 | -1 | 0 | unknown | yes |
33 | blue-collar | married | secondary | no | 0 | yes | no | unknown | 29 | jul | 331 | 1 | -1 | 0 | unknown | no |
57 | technician | married | tertiary | no | 1,181 | no | no | cellular | 29 | jul | 169 | 2 | 182 | 2 | success | yes |
31 | management | single | tertiary | no | 1,761 | yes | no | telephone | 29 | jul | 332 | 3 | 440 | 3 | failure | yes |
61 | admin. | married | unknown | no | 4,629 | yes | no | cellular | 29 | jul | 349 | 3 | 183 | 2 | success | yes |
35 | unemployed | single | tertiary | no | 154 | no | no | cellular | 29 | jul | 200 | 4 | 181 | 2 | failure | yes |
57 | unemployed | divorced | secondary | no | 1,088 | no | no | cellular | 29 | jul | 1,697 | 1 | -1 | 0 | unknown | no |
77 | retired | married | secondary | no | 4,112 | no | no | telephone | 29 | jul | 426 | 1 | 184 | 3 | success | yes |
36 | services | married | secondary | no | 11,650 | yes | no | telephone | 29 | jul | 268 | 1 | -1 | 0 | unknown | yes |
32 | management | married | tertiary | no | 6,138 | no | no | cellular | 29 | jul | 519 | 2 | 90 | 9 | failure | yes |
25 | services | single | unknown | no | 2,022 | no | no | cellular | 29 | jul | 276 | 8 | 97 | 12 | other | yes |
61 | management | married | unknown | no | 264 | no | no | telephone | 29 | jul | 270 | 1 | 178 | 1 | success | yes |
69 | retired | single | tertiary | no | 2,144 | no | no | cellular | 29 | jul | 417 | 1 | 184 | 4 | success | yes |
69 | technician | married | tertiary | no | 482 | no | no | cellular | 29 | jul | 478 | 1 | 267 | 1 | failure | yes |
29 | management | single | tertiary | no | 0 | no | no | cellular | 29 | jul | 99 | 6 | -1 | 0 | unknown | no |
35 | management | single | tertiary | no | 2,187 | yes | no | cellular | 29 | jul | 229 | 1 | 174 | 13 | other | no |
47 | management | divorced | tertiary | no | -130 | yes | no | cellular | 30 | jul | 221 | 4 | 431 | 5 | other | no |
30 | admin. | single | tertiary | no | 8 | no | yes | cellular | 30 | jul | 76 | 2 | 150 | 1 | failure | no |
28 | admin. | single | secondary | no | 261 | yes | yes | cellular | 30 | jul | 269 | 7 | 182 | 9 | success | no |
34 | admin. | married | tertiary | no | 0 | no | no | cellular | 30 | jul | 292 | 1 | 183 | 2 | success | yes |
71 | technician | married | secondary | no | 3,020 | no | no | telephone | 30 | jul | 304 | 1 | 270 | 3 | failure | yes |
49 | retired | married | primary | no | 18 | no | no | unknown | 30 | jul | 9 | 1 | -1 | 0 | unknown | no |
45 | management | single | tertiary | no | 4,831 | no | no | cellular | 30 | jul | 852 | 3 | 182 | 11 | success | yes |
64 | retired | married | primary | no | 12,067 | no | no | telephone | 30 | jul | 367 | 2 | 92 | 2 | success | yes |
39 | entrepreneur | married | secondary | no | 689 | no | no | cellular | 30 | jul | 240 | 3 | -1 | 0 | unknown | no |
35 | technician | single | secondary | no | 1,227 | no | no | cellular | 30 | jul | 1,005 | 5 | 134 | 10 | success | yes |
36 | admin. | single | tertiary | no | 980 | no | no | cellular | 30 | jul | 156 | 3 | 179 | 4 | failure | no |
22 | student | single | unknown | no | 1,232 | no | no | cellular | 30 | jul | 283 | 1 | 430 | 2 | other | yes |
27 | technician | single | secondary | no | 842 | no | no | cellular | 30 | jul | 273 | 1 | 91 | 1 | other | no |
83 | housemaid | divorced | primary | no | 5,944 | no | no | cellular | 30 | jul | 200 | 3 | -1 | 0 | unknown | no |
23 | management | single | tertiary | no | 906 | no | no | cellular | 30 | jul | 160 | 3 | -1 | 0 | unknown | no |
31 | services | single | tertiary | no | 1,626 | no | no | unknown | 31 | jul | 15 | 1 | -1 | 0 | unknown | no |
34 | unemployed | married | tertiary | no | 822 | no | no | unknown | 1 | aug | 11 | 1 | -1 | 0 | unknown | no |
35 | self-employed | married | tertiary | no | 980 | no | no | cellular | 2 | aug | 428 | 2 | 336 | 6 | failure | no |
80 | retired | married | secondary | no | 173 | no | no | cellular | 2 | aug | 87 | 3 | -1 | 0 | unknown | no |
46 | unknown | married | tertiary | no | 8,564 | no | no | cellular | 2 | aug | 397 | 2 | 342 | 1 | failure | no |
33 | management | married | tertiary | no | 643 | no | no | cellular | 2 | aug | 203 | 3 | 94 | 1 | other | no |
26 | technician | single | secondary | no | 1,873 | no | no | cellular | 2 | aug | 1,013 | 3 | 276 | 2 | other | no |
25 | technician | single | secondary | no | 31 | no | no | cellular | 2 | aug | 300 | 3 | -1 | 0 | unknown | no |
54 | services | married | secondary | no | 386 | yes | no | cellular | 2 | aug | 155 | 2 | -1 | 0 | unknown | no |
34 | management | single | tertiary | no | 275 | no | no | cellular | 2 | aug | 196 | 2 | 455 | 23 | other | yes |
34 | management | married | secondary | no | 369 | no | no | cellular | 2 | aug | 868 | 3 | 342 | 4 | failure | yes |
59 | technician | single | secondary | no | 571 | no | yes | unknown | 2 | aug | 25 | 1 | -1 | 0 | unknown | no |
76 | housemaid | married | primary | no | 1,483 | no | no | cellular | 2 | aug | 90 | 4 | -1 | 0 | unknown | no |
32 | technician | single | tertiary | no | 388 | no | no | cellular | 2 | aug | 100 | 8 | 95 | 3 | success | no |
65 | retired | divorced | unknown | no | 300 | no | no | cellular | 2 | aug | 245 | 2 | -1 | 0 | unknown | no |
37 | blue-collar | single | unknown | no | 871 | yes | no | cellular | 2 | aug | 209 | 1 | 542 | 4 | failure | no |
55 | technician | married | unknown | no | 240 | yes | no | cellular | 2 | aug | 108 | 3 | 277 | 1 | success | yes |
53 | admin. | single | secondary | no | 2,398 | yes | no | cellular | 2 | aug | 317 | 1 | 180 | 2 | failure | yes |
63 | management | married | tertiary | no | 2,785 | no | no | cellular | 2 | aug | 341 | 2 | 392 | 3 | success | yes |
32 | unemployed | single | secondary | no | 8,304 | no | no | cellular | 2 | aug | 486 | 1 | 286 | 2 | failure | no |
24 | student | single | secondary | no | 867 | no | no | cellular | 2 | aug | 135 | 7 | 108 | 8 | other | no |
33 | student | single | unknown | no | 2,321 | no | no | cellular | 2 | aug | 308 | 1 | 109 | 4 | failure | no |
33 | management | married | tertiary | no | 7,154 | no | no | cellular | 2 | aug | 153 | 4 | 129 | 4 | other | no |
38 | technician | single | tertiary | no | 1,727 | no | no | telephone | 2 | aug | 141 | 2 | 185 | 6 | other | no |
37 | management | single | tertiary | no | 62 | yes | no | cellular | 2 | aug | 428 | 2 | 272 | 8 | success | yes |
30 | student | single | secondary | no | 3,096 | no | no | cellular | 2 | aug | 226 | 3 | 188 | 1 | failure | no |
36 | technician | single | secondary | no | 1,745 | no | no | cellular | 2 | aug | 258 | 1 | -1 | 0 | unknown | no |
29 | student | single | secondary | no | 1,377 | yes | no | cellular | 3 | aug | 248 | 1 | 446 | 2 | success | yes |
29 | student | single | tertiary | no | 163 | no | no | cellular | 3 | aug | 249 | 1 | -1 | 0 | unknown | yes |
38 | management | married | tertiary | no | 1,199 | no | no | cellular | 3 | aug | 482 | 1 | -1 | 0 | unknown | yes |
34 | admin. | married | tertiary | no | 0 | yes | yes | cellular | 3 | aug | 108 | 2 | 180 | 7 | failure | no |
62 | retired | married | secondary | no | 569 | no | no | cellular | 3 | aug | 187 | 2 | 180 | 6 | success | yes |
34 | technician | married | secondary | no | 0 | yes | no | cellular | 3 | aug | 261 | 1 | 470 | 2 | failure | yes |
56 | services | married | secondary | no | 1,989 | no | no | cellular | 3 | aug | 279 | 4 | 181 | 4 | success | yes |
48 | housemaid | single | primary | no | 46 | no | no | cellular | 3 | aug | 113 | 2 | 180 | 1 | failure | yes |
33 | technician | married | secondary | no | 1,026 | no | no | cellular | 3 | aug | 326 | 2 | 340 | 3 | failure | no |
32 | admin. | married | secondary | no | 200 | no | no | cellular | 3 | aug | 172 | 3 | -1 | 0 | unknown | no |
42 | management | married | tertiary | no | 372 | yes | no | cellular | 3 | aug | 654 | 2 | -1 | 0 | unknown | yes |
68 | retired | married | tertiary | no | 2,812 | no | no | cellular | 3 | aug | 392 | 4 | 181 | 3 | success | yes |
60 | housemaid | married | secondary | no | 0 | no | no | telephone | 3 | aug | 676 | 2 | 181 | 5 | failure | yes |
34 | admin. | married | tertiary | no | 69 | no | yes | cellular | 3 | aug | 263 | 3 | 251 | 3 | success | yes |
43 | blue-collar | married | primary | no | 2,952 | no | no | cellular | 3 | aug | 417 | 2 | 95 | 1 | other | yes |