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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 | management | married | tertiary | no | 198 | yes | no | cellular | 3 | aug | 1,179 | 1 | -1 | 0 | unknown | no |
62 | retired | married | secondary | no | 569 | no | no | cellular | 4 | aug | 288 | 1 | 1 | 8 | success | yes |
29 | management | married | tertiary | no | 198 | yes | no | cellular | 4 | aug | 453 | 1 | 1 | 1 | failure | no |
68 | retired | married | tertiary | no | 2,812 | no | no | cellular | 4 | aug | 651 | 1 | 1 | 7 | success | yes |
38 | management | married | tertiary | no | 1,199 | no | no | cellular | 4 | aug | 178 | 1 | 1 | 1 | success | yes |
59 | unknown | married | unknown | no | 1,500 | no | no | cellular | 4 | aug | 248 | 1 | 182 | 1 | other | no |
63 | entrepreneur | married | secondary | no | 3,904 | no | no | telephone | 4 | aug | 250 | 2 | 187 | 2 | success | yes |
48 | admin. | married | secondary | no | 156 | no | no | cellular | 4 | aug | 291 | 1 | -1 | 0 | unknown | yes |
30 | services | single | tertiary | no | 1,788 | no | no | cellular | 4 | aug | 288 | 1 | 181 | 2 | failure | yes |
45 | admin. | married | secondary | no | 205 | no | no | cellular | 4 | aug | 180 | 1 | 92 | 3 | success | yes |
78 | retired | married | unknown | no | 38 | no | no | telephone | 4 | aug | 156 | 1 | 1 | 3 | other | no |
59 | unemployed | married | secondary | no | 1,625 | no | no | cellular | 4 | aug | 198 | 1 | 180 | 2 | success | yes |
38 | management | married | tertiary | no | 238 | no | no | cellular | 4 | aug | 139 | 1 | 92 | 3 | failure | yes |
33 | technician | married | secondary | no | 1,026 | no | no | cellular | 4 | aug | 87 | 1 | 1 | 5 | failure | no |
49 | blue-collar | married | secondary | no | 1,730 | yes | no | cellular | 4 | aug | 605 | 2 | 92 | 4 | success | yes |
80 | retired | married | secondary | no | 2,354 | no | no | telephone | 4 | aug | 199 | 2 | 181 | 3 | success | no |
30 | housemaid | single | tertiary | no | 19 | no | no | cellular | 4 | aug | 139 | 1 | 92 | 5 | success | yes |
35 | management | single | tertiary | no | 747 | no | no | cellular | 4 | aug | 91 | 1 | 1 | 6 | other | no |
35 | unemployed | single | tertiary | no | 415 | no | no | cellular | 4 | aug | 462 | 1 | 92 | 4 | success | yes |
32 | management | married | tertiary | no | 1,812 | no | no | cellular | 4 | aug | 296 | 1 | 182 | 4 | other | yes |
93 | retired | married | unknown | no | 775 | no | no | cellular | 4 | aug | 476 | 2 | 13 | 9 | success | yes |
60 | housemaid | married | secondary | no | 0 | no | no | telephone | 4 | aug | 153 | 1 | 1 | 7 | success | no |
30 | admin. | single | secondary | no | 3,528 | no | no | cellular | 4 | aug | 250 | 1 | 92 | 2 | failure | yes |
42 | admin. | married | secondary | no | 641 | no | no | cellular | 4 | aug | 111 | 1 | 1 | 1 | other | no |
33 | technician | married | secondary | no | 180 | no | no | cellular | 4 | aug | 561 | 1 | 435 | 3 | failure | yes |
48 | housemaid | single | primary | no | 46 | no | no | cellular | 4 | aug | 118 | 1 | 1 | 3 | success | yes |
38 | services | married | secondary | no | 4,017 | no | no | cellular | 4 | aug | 470 | 1 | 96 | 3 | success | yes |
28 | student | single | secondary | no | 970 | no | no | telephone | 4 | aug | 297 | 1 | -1 | 0 | unknown | no |
34 | admin. | married | tertiary | no | 69 | no | yes | cellular | 4 | aug | 120 | 3 | 1 | 6 | success | yes |
42 | management | married | tertiary | no | 372 | yes | no | cellular | 4 | aug | 153 | 3 | 1 | 2 | success | yes |
36 | management | married | tertiary | no | 1,133 | yes | no | cellular | 4 | aug | 293 | 1 | 181 | 2 | other | yes |
50 | management | married | tertiary | no | 2,881 | no | no | cellular | 5 | aug | 510 | 2 | 2 | 5 | other | no |
34 | technician | married | secondary | no | 0 | yes | no | cellular | 5 | aug | 231 | 2 | 2 | 3 | success | yes |
34 | management | married | tertiary | no | 1,778 | no | no | cellular | 5 | aug | 329 | 2 | 181 | 4 | failure | no |
60 | services | married | secondary | no | 4,428 | no | no | cellular | 5 | aug | 382 | 1 | 97 | 5 | other | no |
34 | admin. | married | tertiary | no | 79 | yes | no | cellular | 5 | aug | 203 | 1 | 92 | 5 | success | yes |
29 | management | single | tertiary | no | 437 | no | no | cellular | 5 | aug | 504 | 1 | 92 | 1 | success | yes |
38 | technician | married | secondary | no | 318 | no | no | cellular | 5 | aug | 274 | 1 | 182 | 6 | success | yes |
53 | management | married | tertiary | no | 18,931 | no | no | cellular | 5 | aug | 224 | 1 | 86 | 23 | other | no |
41 | technician | single | tertiary | no | 1,646 | yes | no | cellular | 5 | aug | 172 | 3 | 92 | 8 | success | yes |
38 | admin. | single | secondary | no | 115 | no | no | cellular | 5 | aug | 250 | 3 | 182 | 10 | failure | no |
45 | blue-collar | single | secondary | no | 0 | no | no | cellular | 5 | aug | 374 | 2 | 472 | 1 | success | yes |
57 | technician | divorced | secondary | no | 470 | no | no | cellular | 5 | aug | 480 | 3 | -1 | 0 | unknown | yes |
53 | management | married | tertiary | no | 3,591 | yes | no | cellular | 5 | aug | 306 | 2 | 181 | 2 | other | yes |
56 | management | divorced | tertiary | no | 2,037 | no | no | cellular | 5 | aug | 318 | 1 | 91 | 6 | failure | yes |
36 | services | married | secondary | no | 394 | no | no | cellular | 5 | aug | 324 | 1 | -1 | 0 | unknown | yes |
32 | management | single | tertiary | no | 1,077 | no | no | cellular | 5 | aug | 200 | 1 | 717 | 4 | failure | no |
33 | technician | single | secondary | no | 2,979 | no | no | cellular | 5 | aug | 326 | 2 | 437 | 1 | failure | yes |
41 | management | married | tertiary | no | 1,092 | no | no | cellular | 5 | aug | 736 | 1 | -1 | 0 | unknown | yes |
67 | retired | divorced | primary | no | 1,746 | no | no | cellular | 5 | aug | 134 | 1 | -1 | 0 | unknown | no |
34 | admin. | divorced | secondary | no | 661 | yes | no | cellular | 5 | aug | 245 | 2 | 183 | 10 | failure | yes |
45 | management | married | tertiary | no | 2,077 | no | no | cellular | 5 | aug | 163 | 1 | -1 | 0 | unknown | no |
28 | management | single | tertiary | no | 1,530 | no | no | cellular | 5 | aug | 98 | 3 | -1 | 0 | unknown | no |
29 | housemaid | single | tertiary | no | 2,196 | no | no | cellular | 5 | aug | 215 | 1 | -1 | 0 | unknown | yes |
34 | management | single | tertiary | no | 417 | yes | no | cellular | 5 | aug | 270 | 1 | 174 | 15 | failure | yes |
21 | entrepreneur | single | tertiary | no | 2,077 | no | no | cellular | 5 | aug | 323 | 1 | -1 | 0 | unknown | yes |
27 | self-employed | single | tertiary | no | 347 | no | no | cellular | 6 | aug | 385 | 4 | -1 | 0 | unknown | yes |
37 | management | married | tertiary | no | 2,283 | no | no | cellular | 6 | aug | 303 | 2 | 92 | 4 | success | yes |
52 | housemaid | married | primary | no | 256 | no | no | cellular | 6 | aug | 137 | 1 | -1 | 0 | unknown | no |
29 | admin. | single | tertiary | no | -197 | no | no | unknown | 6 | aug | 47 | 1 | -1 | 0 | unknown | no |
33 | student | married | secondary | no | 1,536 | no | no | cellular | 6 | aug | 258 | 2 | 178 | 4 | success | yes |
45 | management | married | secondary | no | 446 | no | no | cellular | 6 | aug | 304 | 3 | -1 | 0 | unknown | yes |
61 | blue-collar | married | primary | no | 5 | no | no | cellular | 6 | aug | 562 | 2 | 94 | 3 | success | yes |
27 | technician | single | tertiary | no | 401 | no | no | cellular | 6 | aug | 218 | 3 | 93 | 2 | success | yes |
22 | student | single | secondary | no | 216 | no | no | cellular | 6 | aug | 178 | 1 | 179 | 2 | success | yes |
37 | management | married | secondary | no | 565 | no | no | cellular | 6 | aug | 174 | 1 | 93 | 3 | failure | yes |
82 | retired | divorced | primary | no | 0 | no | no | cellular | 6 | aug | 381 | 3 | 295 | 1 | failure | no |
42 | admin. | married | tertiary | no | 1,536 | no | no | cellular | 6 | aug | 140 | 1 | 182 | 4 | failure | no |
45 | admin. | married | secondary | no | 476 | no | no | cellular | 6 | aug | 356 | 1 | 364 | 1 | other | yes |
35 | admin. | single | secondary | no | -32 | no | yes | cellular | 6 | aug | 366 | 2 | 178 | 9 | success | yes |
28 | blue-collar | single | secondary | no | 1,348 | yes | no | cellular | 6 | aug | 221 | 2 | -1 | 0 | unknown | yes |
32 | student | single | tertiary | no | 0 | no | no | cellular | 6 | aug | 101 | 5 | 3 | 6 | other | no |
31 | blue-collar | single | secondary | no | 228 | no | no | cellular | 6 | aug | 744 | 1 | 88 | 4 | other | yes |
62 | management | married | tertiary | no | 1,859 | no | no | telephone | 6 | aug | 245 | 3 | -1 | 0 | unknown | yes |
47 | management | married | tertiary | no | 2,306 | no | no | telephone | 6 | aug | 239 | 4 | -1 | 0 | unknown | yes |
37 | technician | married | tertiary | no | 4,596 | yes | no | cellular | 6 | aug | 323 | 1 | 91 | 6 | failure | no |
35 | blue-collar | married | secondary | no | 884 | yes | no | unknown | 9 | aug | 6 | 1 | -1 | 0 | unknown | no |
25 | student | single | secondary | no | 1,028 | no | no | cellular | 9 | aug | 148 | 2 | -1 | 0 | unknown | no |
37 | blue-collar | married | secondary | no | 80 | yes | yes | unknown | 9 | aug | 6 | 1 | 461 | 5 | failure | no |
71 | retired | married | secondary | no | 2,064 | no | no | cellular | 9 | aug | 370 | 2 | 291 | 1 | failure | no |
79 | retired | divorced | secondary | no | 631 | no | no | telephone | 9 | aug | 440 | 5 | 182 | 3 | failure | no |
52 | technician | married | tertiary | no | 0 | no | no | cellular | 9 | aug | 145 | 3 | 94 | 4 | success | no |
60 | housemaid | married | primary | no | 182 | no | no | cellular | 9 | aug | 182 | 2 | 95 | 11 | failure | no |
75 | retired | married | primary | no | 3,504 | no | no | telephone | 9 | aug | 195 | 1 | -1 | 0 | unknown | no |
28 | management | single | tertiary | no | 6,791 | no | no | telephone | 9 | aug | 361 | 1 | 46 | 35 | failure | no |
55 | services | married | tertiary | no | 2,877 | no | no | cellular | 9 | aug | 305 | 1 | 91 | 2 | other | no |
57 | admin. | married | unknown | no | 2,038 | no | no | cellular | 9 | aug | 628 | 1 | 182 | 2 | failure | yes |
60 | technician | married | secondary | no | 824 | yes | no | cellular | 9 | aug | 265 | 1 | 181 | 8 | success | yes |
32 | services | married | secondary | no | 859 | yes | no | unknown | 9 | aug | 39 | 1 | -1 | 0 | unknown | no |
31 | blue-collar | married | secondary | no | 0 | yes | no | unknown | 10 | aug | 97 | 1 | 782 | 1 | other | yes |
26 | admin. | married | secondary | no | 284 | no | no | unknown | 10 | aug | 11 | 1 | -1 | 0 | unknown | no |
66 | management | married | tertiary | no | 6,251 | no | no | cellular | 10 | aug | 273 | 2 | 356 | 10 | other | no |
25 | student | single | secondary | no | 348 | no | no | cellular | 10 | aug | 245 | 1 | -1 | 0 | unknown | yes |
19 | student | single | unknown | no | 108 | no | no | cellular | 10 | aug | 168 | 1 | 182 | 2 | success | yes |
40 | blue-collar | married | secondary | no | 1,515 | yes | no | cellular | 10 | aug | 503 | 1 | -1 | 0 | unknown | yes |
44 | entrepreneur | married | tertiary | no | 121 | no | no | cellular | 10 | aug | 412 | 1 | -1 | 0 | unknown | yes |
33 | management | married | tertiary | no | 1,514 | no | no | cellular | 10 | aug | 447 | 1 | 728 | 2 | failure | yes |
53 | unemployed | married | secondary | no | 94 | no | no | cellular | 10 | aug | 493 | 1 | 181 | 14 | success | yes |
32 | technician | married | secondary | no | 473 | no | yes | cellular | 10 | aug | 1,064 | 1 | 95 | 3 | success | yes |
30 | technician | single | tertiary | no | 2,325 | no | no | cellular | 10 | aug | 263 | 1 | 127 | 7 | failure | yes |