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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | admin. | married | primary | no | 276 | yes | yes | unknown | 6 | may | 157 | 2 | -1 | 0 | unknown | no |
32 | technician | single | unknown | no | -170 | no | no | unknown | 6 | may | 46 | 1 | -1 | 0 | unknown | no |
37 | management | single | tertiary | no | 230 | yes | yes | unknown | 6 | may | 374 | 1 | -1 | 0 | unknown | no |
29 | blue-collar | married | secondary | no | 9 | yes | no | unknown | 6 | may | 349 | 1 | -1 | 0 | unknown | no |
41 | blue-collar | married | secondary | no | 946 | yes | no | unknown | 6 | may | 325 | 1 | -1 | 0 | unknown | no |
45 | blue-collar | married | primary | no | 1,297 | yes | no | unknown | 6 | may | 233 | 2 | -1 | 0 | unknown | no |
57 | retired | divorced | secondary | no | -331 | yes | no | unknown | 6 | may | 531 | 1 | -1 | 0 | unknown | no |
48 | blue-collar | single | secondary | no | 44 | yes | no | unknown | 6 | may | 153 | 1 | -1 | 0 | unknown | no |
60 | retired | married | secondary | yes | 15 | no | no | unknown | 6 | may | 80 | 1 | -1 | 0 | unknown | no |
26 | admin. | single | secondary | no | 712 | yes | no | unknown | 6 | may | 232 | 1 | -1 | 0 | unknown | no |
58 | retired | married | secondary | no | 5,435 | yes | no | unknown | 6 | may | 118 | 1 | -1 | 0 | unknown | no |
34 | admin. | married | secondary | no | 507 | yes | no | unknown | 6 | may | 190 | 1 | -1 | 0 | unknown | no |
55 | unemployed | divorced | secondary | no | 387 | yes | no | unknown | 6 | may | 918 | 1 | -1 | 0 | unknown | yes |
41 | blue-collar | married | primary | no | 0 | yes | yes | unknown | 6 | may | 238 | 1 | -1 | 0 | unknown | no |
50 | management | divorced | secondary | no | 1,716 | yes | no | unknown | 6 | may | 82 | 1 | -1 | 0 | unknown | no |
49 | entrepreneur | married | secondary | no | 167 | yes | yes | unknown | 6 | may | 198 | 3 | -1 | 0 | unknown | no |
44 | admin. | married | unknown | no | 40 | no | yes | unknown | 6 | may | 160 | 2 | -1 | 0 | unknown | no |
44 | blue-collar | married | primary | no | 148 | yes | no | unknown | 6 | may | 211 | 1 | -1 | 0 | unknown | no |
31 | technician | married | secondary | no | 17 | yes | yes | unknown | 6 | may | 120 | 1 | -1 | 0 | unknown | no |
34 | blue-collar | single | tertiary | no | 1,011 | yes | no | unknown | 6 | may | 136 | 1 | -1 | 0 | unknown | no |
46 | management | single | unknown | no | 1,527 | yes | no | unknown | 6 | may | 269 | 1 | -1 | 0 | unknown | no |
42 | management | married | tertiary | no | 744 | no | no | unknown | 6 | may | 157 | 1 | -1 | 0 | unknown | no |
52 | admin. | married | secondary | no | 484 | yes | no | unknown | 6 | may | 128 | 1 | -1 | 0 | unknown | no |
29 | management | single | tertiary | no | 0 | yes | no | unknown | 6 | may | 211 | 1 | -1 | 0 | unknown | no |
53 | retired | married | primary | no | 136 | yes | no | unknown | 6 | may | 267 | 2 | -1 | 0 | unknown | no |
43 | blue-collar | married | secondary | no | 1,335 | yes | no | unknown | 6 | may | 371 | 2 | -1 | 0 | unknown | no |
38 | management | married | secondary | no | 517 | yes | no | unknown | 6 | may | 288 | 2 | -1 | 0 | unknown | no |
46 | management | married | tertiary | no | 459 | yes | no | unknown | 6 | may | 221 | 1 | -1 | 0 | unknown | no |
48 | management | divorced | unknown | no | 549 | yes | no | unknown | 6 | may | 427 | 1 | -1 | 0 | unknown | no |
30 | admin. | divorced | secondary | no | 83 | yes | yes | unknown | 6 | may | 310 | 1 | -1 | 0 | unknown | no |
44 | blue-collar | married | primary | no | 213 | no | no | unknown | 6 | may | 158 | 1 | -1 | 0 | unknown | no |
31 | housemaid | married | primary | no | 203 | yes | no | unknown | 6 | may | 604 | 3 | -1 | 0 | unknown | no |
42 | services | single | secondary | no | 518 | yes | no | unknown | 6 | may | 198 | 1 | -1 | 0 | unknown | no |
40 | management | single | tertiary | no | 3,877 | yes | no | unknown | 6 | may | 145 | 1 | -1 | 0 | unknown | no |
52 | admin. | married | secondary | no | 1,236 | yes | no | unknown | 6 | may | 247 | 1 | -1 | 0 | unknown | no |
45 | blue-collar | divorced | secondary | no | 756 | yes | no | unknown | 6 | may | 179 | 2 | -1 | 0 | unknown | no |
48 | blue-collar | married | secondary | no | 157 | yes | no | unknown | 6 | may | 73 | 1 | -1 | 0 | unknown | no |
45 | blue-collar | married | primary | no | -66 | yes | no | unknown | 6 | may | 263 | 2 | -1 | 0 | unknown | no |
34 | blue-collar | married | unknown | no | 245 | yes | no | unknown | 6 | may | 13 | 1 | -1 | 0 | unknown | no |
34 | blue-collar | married | primary | no | -144 | yes | no | unknown | 6 | may | 79 | 2 | -1 | 0 | unknown | no |
46 | blue-collar | married | secondary | no | 71 | yes | no | unknown | 6 | may | 416 | 1 | -1 | 0 | unknown | no |
49 | services | divorced | secondary | no | 505 | yes | no | unknown | 6 | may | 162 | 1 | -1 | 0 | unknown | no |
50 | technician | married | primary | no | 249 | yes | no | unknown | 6 | may | 129 | 1 | -1 | 0 | unknown | no |
34 | admin. | single | secondary | no | 0 | yes | no | unknown | 6 | may | 150 | 1 | -1 | 0 | unknown | no |
40 | unemployed | single | secondary | no | 11 | yes | no | unknown | 6 | may | 43 | 1 | -1 | 0 | unknown | no |
36 | admin. | married | secondary | no | 639 | yes | no | unknown | 6 | may | 191 | 1 | -1 | 0 | unknown | no |
59 | blue-collar | divorced | unknown | no | 124 | yes | no | unknown | 6 | may | 26 | 1 | -1 | 0 | unknown | no |
45 | blue-collar | married | secondary | no | 82 | yes | no | unknown | 6 | may | 250 | 1 | -1 | 0 | unknown | no |
36 | self-employed | married | tertiary | no | 107 | yes | no | unknown | 6 | may | 146 | 1 | -1 | 0 | unknown | no |
56 | services | married | secondary | no | 473 | yes | no | unknown | 6 | may | 416 | 1 | -1 | 0 | unknown | no |
42 | services | divorced | secondary | no | 372 | yes | yes | unknown | 6 | may | 121 | 2 | -1 | 0 | unknown | no |
30 | admin. | married | secondary | no | 46 | yes | no | unknown | 6 | may | 114 | 2 | -1 | 0 | unknown | no |
30 | student | single | tertiary | no | 34 | yes | no | unknown | 6 | may | 289 | 1 | -1 | 0 | unknown | no |
47 | self-employed | married | unknown | no | 935 | yes | no | unknown | 6 | may | 225 | 1 | -1 | 0 | unknown | no |
33 | blue-collar | married | secondary | no | -10 | yes | no | unknown | 6 | may | 123 | 1 | -1 | 0 | unknown | no |
36 | admin. | married | secondary | no | -106 | yes | no | unknown | 6 | may | 130 | 2 | -1 | 0 | unknown | no |
39 | services | divorced | primary | no | 471 | yes | no | unknown | 6 | may | 161 | 2 | -1 | 0 | unknown | no |
56 | admin. | divorced | secondary | no | 778 | yes | no | unknown | 6 | may | 149 | 2 | -1 | 0 | unknown | no |
39 | blue-collar | divorced | unknown | no | 170 | yes | no | unknown | 6 | may | 268 | 2 | -1 | 0 | unknown | no |
42 | technician | married | secondary | no | 315 | yes | no | unknown | 6 | may | 259 | 2 | -1 | 0 | unknown | no |
52 | blue-collar | married | secondary | no | 3,165 | no | no | unknown | 6 | may | 26 | 1 | -1 | 0 | unknown | no |
36 | admin. | divorced | secondary | no | 131 | yes | no | unknown | 6 | may | 153 | 1 | -1 | 0 | unknown | no |
35 | entrepreneur | married | secondary | yes | 204 | yes | no | unknown | 6 | may | 424 | 2 | -1 | 0 | unknown | no |
47 | technician | married | secondary | no | 83 | yes | no | unknown | 6 | may | 179 | 2 | -1 | 0 | unknown | no |
59 | services | divorced | secondary | no | 0 | yes | yes | unknown | 6 | may | 97 | 1 | -1 | 0 | unknown | no |
57 | blue-collar | married | primary | no | 5,431 | yes | yes | unknown | 6 | may | 383 | 1 | -1 | 0 | unknown | no |
38 | management | married | unknown | no | 1,759 | yes | no | unknown | 6 | may | 440 | 1 | -1 | 0 | unknown | no |
46 | unemployed | married | secondary | no | -125 | yes | no | unknown | 6 | may | 23 | 1 | -1 | 0 | unknown | no |
34 | blue-collar | married | secondary | no | 0 | no | no | unknown | 6 | may | 195 | 1 | -1 | 0 | unknown | no |
28 | services | single | secondary | no | 5,090 | yes | no | unknown | 6 | may | 1,297 | 3 | -1 | 0 | unknown | yes |
38 | technician | married | unknown | no | 573 | yes | no | unknown | 6 | may | 87 | 1 | -1 | 0 | unknown | no |
56 | blue-collar | married | secondary | no | 1,602 | yes | no | unknown | 6 | may | 427 | 1 | -1 | 0 | unknown | no |
41 | blue-collar | single | primary | yes | -137 | yes | yes | unknown | 6 | may | 189 | 1 | -1 | 0 | unknown | no |
52 | technician | married | unknown | no | 0 | no | no | unknown | 6 | may | 195 | 1 | -1 | 0 | unknown | no |
54 | services | married | secondary | no | 193 | no | no | unknown | 6 | may | 179 | 1 | -1 | 0 | unknown | no |
61 | retired | married | secondary | no | 195 | yes | yes | unknown | 6 | may | 179 | 1 | -1 | 0 | unknown | no |
53 | entrepreneur | married | secondary | no | 288 | no | no | unknown | 6 | may | 69 | 1 | -1 | 0 | unknown | no |
47 | technician | married | secondary | no | 19 | yes | no | unknown | 6 | may | 105 | 2 | -1 | 0 | unknown | no |
53 | blue-collar | married | primary | no | 25 | yes | no | unknown | 6 | may | 266 | 3 | -1 | 0 | unknown | no |
46 | services | married | secondary | no | 216 | yes | no | unknown | 6 | may | 524 | 2 | -1 | 0 | unknown | no |
39 | blue-collar | divorced | primary | no | 190 | yes | yes | unknown | 6 | may | 96 | 2 | -1 | 0 | unknown | no |
56 | technician | divorced | secondary | no | 99 | yes | no | unknown | 6 | may | 155 | 2 | -1 | 0 | unknown | no |
55 | services | divorced | primary | no | 2,298 | yes | no | unknown | 6 | may | 162 | 2 | -1 | 0 | unknown | no |
44 | management | married | tertiary | no | 17 | yes | no | unknown | 6 | may | 352 | 2 | -1 | 0 | unknown | no |
37 | technician | married | primary | no | 0 | yes | no | unknown | 6 | may | 76 | 4 | -1 | 0 | unknown | no |
35 | blue-collar | married | primary | no | 0 | yes | no | unknown | 6 | may | 154 | 2 | -1 | 0 | unknown | no |
55 | blue-collar | married | secondary | no | 840 | yes | no | unknown | 6 | may | 310 | 2 | -1 | 0 | unknown | no |
37 | services | married | secondary | no | 358 | yes | no | unknown | 6 | may | 390 | 3 | -1 | 0 | unknown | no |
30 | technician | single | secondary | no | 0 | yes | no | unknown | 6 | may | 369 | 1 | -1 | 0 | unknown | no |
37 | blue-collar | married | primary | no | -325 | yes | yes | unknown | 6 | may | 112 | 2 | -1 | 0 | unknown | no |
36 | technician | single | secondary | no | -15 | yes | no | unknown | 6 | may | 341 | 3 | -1 | 0 | unknown | no |
38 | technician | married | secondary | no | 581 | yes | no | unknown | 6 | may | 79 | 1 | -1 | 0 | unknown | no |
41 | admin. | divorced | primary | no | 4,070 | yes | no | unknown | 6 | may | 140 | 2 | -1 | 0 | unknown | no |
48 | retired | married | secondary | no | 74 | no | yes | unknown | 6 | may | 315 | 1 | -1 | 0 | unknown | no |
55 | services | divorced | secondary | no | 141 | yes | no | unknown | 6 | may | 262 | 2 | -1 | 0 | unknown | no |
28 | services | divorced | secondary | no | 89 | no | no | unknown | 6 | may | 174 | 2 | -1 | 0 | unknown | no |
54 | services | married | secondary | yes | 0 | yes | no | unknown | 6 | may | 138 | 3 | -1 | 0 | unknown | no |
30 | blue-collar | married | secondary | no | 450 | no | no | unknown | 6 | may | 526 | 2 | -1 | 0 | unknown | no |
48 | technician | married | tertiary | no | 310 | no | no | unknown | 6 | may | 135 | 1 | -1 | 0 | unknown | no |
31 | self-employed | married | secondary | no | 0 | yes | no | unknown | 6 | may | 36 | 5 | -1 | 0 | unknown | no |