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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | student | single | unknown | no | 417 | no | no | cellular | 10 | aug | 304 | 1 | 181 | 1 | success | yes |
56 | technician | divorced | secondary | no | 3,450 | no | no | cellular | 10 | aug | 507 | 1 | 181 | 2 | success | yes |
34 | management | married | tertiary | no | 573 | no | no | cellular | 10 | aug | 122 | 1 | -1 | 0 | unknown | no |
38 | entrepreneur | single | secondary | no | 2,543 | no | no | cellular | 10 | aug | 223 | 1 | 414 | 4 | failure | yes |
77 | retired | married | primary | no | 2,223 | no | no | telephone | 10 | aug | 365 | 2 | 187 | 1 | success | no |
22 | self-employed | single | secondary | no | 2,138 | no | yes | cellular | 10 | aug | 164 | 1 | 109 | 2 | other | yes |
34 | technician | single | secondary | no | 2,085 | no | no | cellular | 10 | aug | 356 | 3 | 182 | 2 | success | yes |
46 | self-employed | divorced | secondary | no | 0 | no | no | unknown | 10 | aug | 6 | 1 | -1 | 0 | unknown | no |
29 | admin. | single | secondary | no | 464 | no | no | cellular | 10 | aug | 317 | 2 | 518 | 1 | failure | yes |
29 | blue-collar | single | tertiary | no | 98 | no | no | cellular | 10 | aug | 170 | 2 | -1 | 0 | unknown | no |
61 | retired | married | secondary | no | 1,853 | no | no | telephone | 10 | aug | 520 | 1 | 181 | 2 | success | yes |
62 | blue-collar | married | secondary | no | 272 | no | no | cellular | 11 | aug | 146 | 1 | 286 | 2 | failure | yes |
55 | technician | married | secondary | no | 10,185 | no | no | cellular | 11 | aug | 248 | 1 | 180 | 4 | success | no |
24 | student | single | secondary | no | 1,925 | no | no | cellular | 11 | aug | 1,363 | 1 | -1 | 0 | unknown | yes |
28 | services | single | secondary | no | 899 | no | no | unknown | 11 | aug | 61 | 1 | -1 | 0 | unknown | no |
65 | entrepreneur | married | tertiary | no | 2,331 | no | no | telephone | 11 | aug | 425 | 1 | 183 | 2 | success | yes |
70 | retired | married | primary | no | 324 | no | no | cellular | 11 | aug | 632 | 1 | 308 | 6 | other | yes |
60 | technician | married | secondary | no | 116 | no | no | cellular | 11 | aug | 329 | 2 | 181 | 8 | success | yes |
30 | student | single | secondary | no | 1,779 | no | no | cellular | 11 | aug | 233 | 1 | 433 | 1 | success | yes |
51 | management | married | tertiary | no | 346 | no | no | cellular | 11 | aug | 237 | 1 | 180 | 6 | success | yes |
36 | self-employed | single | tertiary | no | 353 | no | no | cellular | 11 | aug | 361 | 2 | 181 | 2 | success | yes |
42 | management | married | tertiary | no | 27,696 | no | no | cellular | 11 | aug | 370 | 1 | 91 | 7 | success | yes |
58 | management | married | secondary | no | 2,155 | no | yes | cellular | 11 | aug | 248 | 2 | 182 | 7 | success | yes |
30 | admin. | married | secondary | no | 590 | no | no | cellular | 11 | aug | 443 | 3 | -1 | 0 | unknown | no |
35 | admin. | married | secondary | no | 2,374 | yes | no | cellular | 11 | aug | 765 | 2 | 183 | 5 | success | yes |
35 | technician | single | secondary | no | 920 | yes | no | cellular | 11 | aug | 159 | 2 | 286 | 6 | failure | no |
35 | technician | married | tertiary | no | 7,050 | no | no | cellular | 11 | aug | 222 | 3 | 182 | 4 | success | yes |
43 | blue-collar | married | secondary | no | 413 | yes | no | cellular | 12 | aug | 235 | 2 | 182 | 4 | success | yes |
34 | technician | single | secondary | no | 1,313 | no | no | cellular | 12 | aug | 176 | 1 | 21 | 6 | failure | no |
77 | retired | married | primary | no | 2,590 | no | no | telephone | 12 | aug | 345 | 1 | 178 | 20 | failure | yes |
34 | blue-collar | married | secondary | no | 320 | yes | no | cellular | 12 | aug | 352 | 1 | 828 | 2 | failure | yes |
35 | blue-collar | married | secondary | no | 1,454 | yes | no | cellular | 12 | aug | 323 | 1 | 182 | 4 | success | yes |
39 | blue-collar | married | secondary | no | 1,382 | yes | no | cellular | 12 | aug | 357 | 1 | 182 | 2 | success | yes |
32 | student | single | unknown | no | 376 | no | no | cellular | 12 | aug | 192 | 1 | 91 | 5 | failure | no |
75 | retired | married | secondary | no | 291 | no | no | cellular | 12 | aug | 350 | 1 | 182 | 2 | success | yes |
29 | management | single | tertiary | no | 266 | no | no | cellular | 12 | aug | 176 | 1 | 185 | 1 | failure | no |
35 | self-employed | married | tertiary | no | 2,427 | no | no | cellular | 12 | aug | 175 | 3 | 31 | 10 | success | yes |
41 | admin. | married | secondary | no | 2,498 | no | no | cellular | 12 | aug | 411 | 1 | -1 | 0 | unknown | yes |
25 | student | single | unknown | no | 1,003 | no | no | cellular | 12 | aug | 361 | 1 | -1 | 0 | unknown | yes |
51 | blue-collar | married | secondary | no | 2,007 | yes | no | cellular | 12 | aug | 1,226 | 3 | -1 | 0 | unknown | yes |
48 | unemployed | married | secondary | no | 926 | no | no | cellular | 12 | aug | 504 | 2 | 178 | 10 | success | yes |
28 | management | single | tertiary | no | -62 | no | no | unknown | 12 | aug | 17 | 1 | -1 | 0 | unknown | no |
26 | unemployed | single | secondary | no | 632 | no | no | cellular | 12 | aug | 312 | 3 | 181 | 1 | success | yes |
27 | self-employed | single | tertiary | no | 4,574 | no | no | cellular | 12 | aug | 187 | 2 | -1 | 0 | unknown | no |
55 | unknown | married | secondary | no | 2,206 | no | no | cellular | 12 | aug | 265 | 1 | 91 | 5 | success | yes |
27 | student | single | unknown | no | 598 | no | no | cellular | 12 | aug | 126 | 1 | 524 | 1 | failure | no |
44 | technician | divorced | secondary | no | 314 | yes | no | unknown | 12 | aug | 18 | 1 | 651 | 1 | success | no |
44 | management | married | tertiary | no | 1,791 | no | no | telephone | 12 | aug | 201 | 1 | 182 | 2 | success | yes |
31 | management | married | tertiary | no | 6,980 | no | no | cellular | 12 | aug | 157 | 2 | -1 | 0 | unknown | no |
49 | services | married | primary | no | 1,830 | yes | no | cellular | 13 | aug | 261 | 1 | 179 | 1 | success | yes |
29 | self-employed | single | tertiary | no | 814 | no | no | unknown | 13 | aug | 461 | 1 | -1 | 0 | unknown | yes |
67 | housemaid | divorced | secondary | no | 5,275 | no | no | cellular | 13 | aug | 222 | 4 | -1 | 0 | unknown | yes |
42 | admin. | divorced | secondary | no | 2,129 | no | no | cellular | 13 | aug | 633 | 1 | 182 | 2 | other | yes |
48 | technician | single | secondary | no | 434 | no | no | cellular | 13 | aug | 183 | 1 | -1 | 0 | unknown | no |
50 | technician | divorced | secondary | no | 0 | yes | no | cellular | 13 | aug | 120 | 2 | 91 | 6 | failure | no |
58 | admin. | married | secondary | no | 169 | no | no | cellular | 13 | aug | 880 | 1 | 92 | 8 | success | yes |
35 | management | married | tertiary | no | 2,717 | no | no | cellular | 13 | aug | 394 | 6 | -1 | 0 | unknown | yes |
45 | management | married | tertiary | no | 226 | yes | no | cellular | 13 | aug | 177 | 6 | 179 | 10 | success | yes |
30 | technician | single | secondary | no | 0 | no | no | cellular | 13 | aug | 173 | 4 | 562 | 1 | failure | no |
30 | services | single | secondary | no | 63 | no | no | unknown | 13 | aug | 75 | 1 | -1 | 0 | unknown | no |
37 | technician | married | tertiary | no | 341 | no | no | cellular | 13 | aug | 287 | 3 | 182 | 3 | success | yes |
35 | management | divorced | tertiary | no | 2,885 | no | no | cellular | 13 | aug | 199 | 3 | 43 | 8 | other | yes |
28 | admin. | single | secondary | no | 1,408 | no | no | cellular | 13 | aug | 166 | 1 | 78 | 2 | failure | no |
24 | student | single | secondary | no | 1,719 | no | no | cellular | 13 | aug | 161 | 4 | -1 | 0 | unknown | no |
34 | management | single | secondary | no | 524 | no | no | unknown | 13 | aug | 9 | 1 | -1 | 0 | unknown | no |
61 | retired | married | secondary | no | 523 | no | no | cellular | 13 | aug | 211 | 3 | 183 | 4 | success | yes |
34 | services | married | secondary | no | -52 | no | no | unknown | 13 | aug | 12 | 1 | -1 | 0 | unknown | no |
60 | technician | divorced | secondary | no | 367 | no | no | cellular | 16 | aug | 318 | 2 | -1 | 0 | unknown | yes |
39 | admin. | married | secondary | no | 47 | yes | no | cellular | 16 | aug | 143 | 2 | 371 | 6 | failure | no |
30 | admin. | single | secondary | no | 125 | yes | no | cellular | 16 | aug | 140 | 3 | 116 | 1 | other | no |
60 | services | married | tertiary | no | 4,256 | yes | no | cellular | 16 | aug | 239 | 3 | 761 | 1 | other | yes |
29 | technician | single | secondary | no | 113 | no | no | cellular | 16 | aug | 159 | 2 | 185 | 6 | success | no |
33 | technician | married | secondary | no | 484 | yes | no | cellular | 16 | aug | 205 | 3 | 182 | 9 | success | yes |
25 | services | single | secondary | no | 199 | no | no | cellular | 16 | aug | 111 | 2 | 95 | 3 | other | no |
29 | management | single | tertiary | no | 1,673 | no | no | cellular | 16 | aug | 200 | 2 | 159 | 3 | other | no |
27 | blue-collar | single | secondary | no | 535 | no | no | cellular | 16 | aug | 265 | 3 | 95 | 4 | success | yes |
24 | student | single | tertiary | no | 1,592 | no | no | cellular | 16 | aug | 98 | 3 | 111 | 5 | other | no |
27 | admin. | single | secondary | no | 416 | no | no | unknown | 17 | aug | 8 | 1 | -1 | 0 | unknown | no |
36 | entrepreneur | married | secondary | no | -280 | no | no | unknown | 17 | aug | 6 | 1 | -1 | 0 | unknown | no |
53 | admin. | married | secondary | no | 1,252 | no | no | cellular | 17 | aug | 128 | 4 | -1 | 0 | unknown | no |
65 | retired | married | primary | no | 1,760 | no | no | cellular | 18 | aug | 855 | 4 | -1 | 0 | unknown | yes |
37 | management | single | tertiary | no | 688 | no | no | cellular | 18 | aug | 95 | 3 | 174 | 5 | failure | no |
61 | retired | married | tertiary | no | 5,267 | no | no | cellular | 18 | aug | 212 | 7 | 188 | 3 | success | no |
24 | student | single | secondary | no | 431 | no | no | cellular | 19 | aug | 418 | 11 | 185 | 5 | success | yes |
32 | student | single | secondary | no | 14 | no | no | cellular | 19 | aug | 144 | 3 | 136 | 1 | other | no |
61 | blue-collar | married | secondary | no | 681 | yes | no | telephone | 19 | aug | 173 | 6 | 492 | 2 | failure | no |
30 | technician | single | secondary | no | 86 | no | no | unknown | 20 | aug | 45 | 1 | -1 | 0 | unknown | no |
30 | admin. | single | secondary | no | 28 | no | no | unknown | 20 | aug | 107 | 1 | -1 | 0 | unknown | no |
23 | admin. | single | secondary | no | 366 | no | no | unknown | 20 | aug | 22 | 1 | -1 | 0 | unknown | no |
21 | student | single | secondary | no | 681 | no | no | unknown | 20 | aug | 6 | 1 | -1 | 0 | unknown | no |
22 | services | single | unknown | no | 739 | no | no | unknown | 20 | aug | 4 | 1 | -1 | 0 | unknown | no |
26 | student | single | secondary | no | 963 | no | no | unknown | 21 | aug | 11 | 1 | 304 | 1 | other | no |
48 | admin. | divorced | secondary | no | 1,033 | no | yes | unknown | 22 | aug | 11 | 1 | -1 | 0 | unknown | no |
40 | management | single | tertiary | no | 15 | no | yes | unknown | 22 | aug | 4 | 1 | -1 | 0 | unknown | no |
34 | technician | single | tertiary | no | 2,481 | no | no | cellular | 23 | aug | 220 | 16 | 192 | 14 | other | no |
21 | student | single | primary | no | 281 | no | no | unknown | 24 | aug | 11 | 1 | -1 | 0 | unknown | no |
28 | services | single | secondary | no | 2,685 | no | yes | unknown | 24 | aug | 5 | 1 | -1 | 0 | unknown | no |
29 | student | single | secondary | no | 1,124 | no | no | unknown | 24 | aug | 26 | 1 | -1 | 0 | unknown | no |
29 | admin. | married | secondary | no | 1,937 | no | no | unknown | 25 | aug | 6 | 1 | -1 | 0 | unknown | no |
35 | admin. | married | secondary | no | 2,374 | yes | no | unknown | 25 | aug | 5 | 1 | 14 | 7 | success | no |