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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | admin. | married | secondary | no | 219 | yes | no | unknown | 5 | may | 577 | 1 | -1 | 0 | unknown | no |
48 | self-employed | married | tertiary | no | 7 | yes | no | unknown | 5 | may | 286 | 1 | -1 | 0 | unknown | no |
44 | blue-collar | married | secondary | no | 575 | yes | no | unknown | 5 | may | 477 | 1 | -1 | 0 | unknown | no |
35 | student | single | unknown | no | 298 | yes | no | unknown | 5 | may | 611 | 2 | -1 | 0 | unknown | no |
35 | services | married | secondary | no | 0 | yes | no | unknown | 5 | may | 471 | 1 | -1 | 0 | unknown | no |
50 | services | married | secondary | no | 5,699 | yes | no | unknown | 5 | may | 381 | 2 | -1 | 0 | unknown | no |
41 | management | married | tertiary | no | 176 | yes | yes | unknown | 5 | may | 42 | 1 | -1 | 0 | unknown | no |
41 | management | married | tertiary | no | 517 | yes | no | unknown | 5 | may | 251 | 1 | -1 | 0 | unknown | no |
39 | services | single | unknown | no | 257 | yes | no | unknown | 5 | may | 408 | 1 | -1 | 0 | unknown | no |
42 | retired | married | secondary | no | 56 | yes | no | unknown | 5 | may | 215 | 1 | -1 | 0 | unknown | no |
38 | blue-collar | married | secondary | no | -390 | yes | no | unknown | 5 | may | 287 | 1 | -1 | 0 | unknown | no |
53 | retired | married | secondary | no | 330 | yes | no | unknown | 5 | may | 216 | 2 | -1 | 0 | unknown | no |
59 | housemaid | divorced | primary | no | 195 | no | no | unknown | 5 | may | 366 | 2 | -1 | 0 | unknown | no |
36 | services | married | secondary | no | 301 | yes | no | unknown | 5 | may | 210 | 1 | -1 | 0 | unknown | no |
54 | blue-collar | married | primary | no | -41 | yes | no | unknown | 5 | may | 288 | 1 | -1 | 0 | unknown | no |
40 | technician | married | tertiary | no | 483 | yes | no | unknown | 5 | may | 168 | 1 | -1 | 0 | unknown | no |
47 | unknown | married | unknown | no | 28 | no | no | unknown | 5 | may | 338 | 2 | -1 | 0 | unknown | no |
53 | unemployed | married | unknown | no | 13 | no | no | unknown | 5 | may | 410 | 3 | -1 | 0 | unknown | no |
46 | housemaid | married | primary | no | 965 | no | no | unknown | 5 | may | 177 | 1 | -1 | 0 | unknown | no |
39 | management | married | tertiary | no | 378 | yes | yes | unknown | 5 | may | 127 | 2 | -1 | 0 | unknown | no |
40 | unemployed | married | secondary | no | 219 | yes | no | unknown | 5 | may | 357 | 1 | -1 | 0 | unknown | no |
28 | blue-collar | married | primary | no | 324 | yes | no | unknown | 5 | may | 175 | 1 | -1 | 0 | unknown | no |
35 | entrepreneur | divorced | secondary | no | -69 | yes | no | unknown | 5 | may | 300 | 1 | -1 | 0 | unknown | no |
55 | retired | married | secondary | no | 0 | no | yes | unknown | 5 | may | 136 | 1 | -1 | 0 | unknown | no |
43 | technician | divorced | unknown | no | 205 | yes | no | unknown | 5 | may | 1,419 | 1 | -1 | 0 | unknown | no |
48 | blue-collar | married | primary | no | 278 | yes | no | unknown | 5 | may | 125 | 2 | -1 | 0 | unknown | no |
58 | management | married | unknown | no | 1,065 | yes | no | unknown | 5 | may | 213 | 3 | -1 | 0 | unknown | no |
33 | management | single | tertiary | no | 34 | yes | no | unknown | 5 | may | 27 | 1 | -1 | 0 | unknown | no |
36 | blue-collar | married | unknown | no | 1,033 | no | no | unknown | 5 | may | 238 | 2 | -1 | 0 | unknown | no |
53 | services | divorced | secondary | no | 1,467 | yes | no | unknown | 5 | may | 124 | 1 | -1 | 0 | unknown | no |
47 | blue-collar | married | primary | no | -12 | yes | no | unknown | 5 | may | 18 | 1 | -1 | 0 | unknown | no |
31 | services | married | secondary | no | 388 | yes | no | unknown | 5 | may | 730 | 2 | -1 | 0 | unknown | no |
57 | entrepreneur | married | secondary | no | 294 | yes | no | unknown | 5 | may | 746 | 2 | -1 | 0 | unknown | no |
53 | blue-collar | married | unknown | no | 1,827 | no | no | unknown | 5 | may | 121 | 1 | -1 | 0 | unknown | no |
55 | blue-collar | married | primary | no | 627 | yes | no | unknown | 5 | may | 247 | 1 | -1 | 0 | unknown | no |
45 | blue-collar | married | primary | no | 25 | yes | no | unknown | 5 | may | 40 | 1 | -1 | 0 | unknown | no |
53 | admin. | divorced | secondary | no | 315 | yes | no | unknown | 5 | may | 181 | 2 | -1 | 0 | unknown | no |
37 | blue-collar | married | primary | no | 0 | yes | no | unknown | 5 | may | 79 | 1 | -1 | 0 | unknown | no |
44 | admin. | divorced | secondary | no | 66 | yes | no | unknown | 5 | may | 206 | 1 | -1 | 0 | unknown | no |
49 | blue-collar | divorced | primary | no | -9 | yes | yes | unknown | 5 | may | 389 | 1 | -1 | 0 | unknown | no |
46 | technician | married | secondary | no | 349 | yes | yes | unknown | 5 | may | 127 | 1 | -1 | 0 | unknown | no |
43 | entrepreneur | married | unknown | no | 100 | yes | no | unknown | 5 | may | 702 | 1 | -1 | 0 | unknown | no |
38 | admin. | married | secondary | no | 0 | no | no | unknown | 5 | may | 151 | 1 | -1 | 0 | unknown | no |
43 | technician | married | secondary | no | 434 | yes | no | unknown | 5 | may | 117 | 1 | -1 | 0 | unknown | no |
49 | management | married | tertiary | no | 3,237 | yes | no | unknown | 5 | may | 232 | 3 | -1 | 0 | unknown | no |
42 | management | married | unknown | no | 275 | no | no | unknown | 5 | may | 408 | 2 | -1 | 0 | unknown | no |
22 | blue-collar | single | secondary | no | 0 | yes | no | unknown | 5 | may | 179 | 2 | -1 | 0 | unknown | no |
40 | management | married | tertiary | no | 207 | yes | no | unknown | 5 | may | 39 | 1 | -1 | 0 | unknown | no |
39 | blue-collar | married | secondary | no | 483 | yes | no | unknown | 5 | may | 282 | 1 | -1 | 0 | unknown | no |
51 | services | married | secondary | no | 2,248 | yes | no | unknown | 5 | may | 714 | 2 | -1 | 0 | unknown | no |
49 | admin. | married | secondary | no | 428 | yes | no | unknown | 5 | may | 50 | 1 | -1 | 0 | unknown | no |
53 | blue-collar | married | secondary | no | 0 | yes | yes | unknown | 5 | may | 181 | 1 | -1 | 0 | unknown | no |
34 | services | single | secondary | no | 0 | yes | no | unknown | 5 | may | 142 | 1 | -1 | 0 | unknown | no |
33 | technician | divorced | secondary | no | 140 | yes | no | unknown | 5 | may | 227 | 1 | -1 | 0 | unknown | no |
50 | management | single | tertiary | no | 297 | yes | no | unknown | 5 | may | 119 | 1 | -1 | 0 | unknown | no |
39 | blue-collar | married | primary | no | 279 | yes | no | unknown | 5 | may | 361 | 1 | -1 | 0 | unknown | no |
59 | entrepreneur | divorced | secondary | no | 901 | yes | no | unknown | 5 | may | 73 | 3 | -1 | 0 | unknown | no |
30 | technician | single | secondary | no | 2,573 | yes | no | unknown | 5 | may | 67 | 2 | -1 | 0 | unknown | no |
36 | services | married | secondary | no | 143 | yes | yes | unknown | 5 | may | 350 | 1 | -1 | 0 | unknown | no |
40 | blue-collar | married | secondary | no | 475 | yes | no | unknown | 5 | may | 332 | 2 | -1 | 0 | unknown | no |
53 | blue-collar | married | secondary | no | 70 | yes | no | unknown | 5 | may | 611 | 2 | -1 | 0 | unknown | no |
34 | management | single | tertiary | no | 318 | yes | no | unknown | 5 | may | 113 | 2 | -1 | 0 | unknown | no |
37 | technician | married | secondary | no | 275 | yes | no | unknown | 5 | may | 132 | 1 | -1 | 0 | unknown | no |
42 | management | divorced | tertiary | no | 742 | yes | no | unknown | 5 | may | 58 | 3 | -1 | 0 | unknown | no |
41 | entrepreneur | married | primary | no | 236 | yes | no | unknown | 5 | may | 151 | 1 | -1 | 0 | unknown | no |
30 | student | single | tertiary | no | 25 | yes | no | unknown | 5 | may | 89 | 2 | -1 | 0 | unknown | no |
37 | management | single | tertiary | no | 600 | yes | no | unknown | 5 | may | 152 | 1 | -1 | 0 | unknown | no |
39 | admin. | divorced | secondary | no | -349 | yes | no | unknown | 5 | may | 611 | 2 | -1 | 0 | unknown | no |
41 | blue-collar | married | primary | no | 183 | yes | yes | unknown | 5 | may | 110 | 2 | -1 | 0 | unknown | no |
40 | blue-collar | married | primary | no | 0 | yes | no | unknown | 5 | may | 463 | 1 | -1 | 0 | unknown | no |
42 | management | single | tertiary | no | 0 | yes | yes | unknown | 5 | may | 562 | 2 | -1 | 0 | unknown | yes |
40 | blue-collar | divorced | primary | no | 0 | yes | no | unknown | 5 | may | 962 | 1 | -1 | 0 | unknown | no |
57 | technician | married | secondary | no | 1,078 | yes | no | unknown | 5 | may | 10 | 4 | -1 | 0 | unknown | no |
56 | entrepreneur | divorced | secondary | no | 155 | no | no | unknown | 5 | may | 118 | 3 | -1 | 0 | unknown | no |
37 | admin. | married | secondary | no | 190 | yes | no | unknown | 5 | may | 92 | 2 | -1 | 0 | unknown | no |
59 | retired | married | secondary | no | 319 | yes | no | unknown | 5 | may | 143 | 3 | -1 | 0 | unknown | no |
39 | services | divorced | secondary | no | -185 | yes | no | unknown | 5 | may | 189 | 3 | -1 | 0 | unknown | no |
49 | services | married | secondary | no | 47 | no | no | unknown | 5 | may | 234 | 2 | -1 | 0 | unknown | no |
38 | services | single | secondary | no | 570 | yes | no | unknown | 5 | may | 75 | 2 | -1 | 0 | unknown | no |
36 | self-employed | married | tertiary | no | 19 | no | no | unknown | 5 | may | 189 | 2 | -1 | 0 | unknown | no |
50 | blue-collar | married | primary | no | 61 | yes | no | unknown | 5 | may | 621 | 3 | -1 | 0 | unknown | no |
41 | admin. | married | secondary | no | -62 | yes | yes | unknown | 5 | may | 55 | 2 | -1 | 0 | unknown | no |
54 | technician | married | tertiary | no | 258 | no | no | unknown | 5 | may | 310 | 4 | -1 | 0 | unknown | no |
58 | blue-collar | married | primary | no | 76 | yes | no | unknown | 5 | may | 156 | 2 | -1 | 0 | unknown | no |
30 | blue-collar | single | secondary | no | 0 | yes | no | unknown | 5 | may | 5 | 2 | -1 | 0 | unknown | no |
33 | admin. | single | secondary | no | 352 | yes | no | unknown | 5 | may | 225 | 2 | -1 | 0 | unknown | no |
47 | admin. | married | secondary | no | 368 | yes | no | unknown | 5 | may | 125 | 2 | -1 | 0 | unknown | no |
50 | technician | single | tertiary | no | 339 | yes | no | unknown | 5 | may | 2 | 3 | -1 | 0 | unknown | no |
32 | blue-collar | married | secondary | no | 1,331 | yes | no | unknown | 5 | may | 286 | 2 | -1 | 0 | unknown | no |
40 | self-employed | married | secondary | no | 672 | yes | no | unknown | 5 | may | 164 | 2 | -1 | 0 | unknown | no |
37 | management | married | tertiary | no | 58 | yes | no | unknown | 5 | may | 98 | 2 | -1 | 0 | unknown | no |
54 | technician | single | unknown | no | 447 | yes | no | unknown | 5 | may | 742 | 2 | -1 | 0 | unknown | no |
24 | student | single | secondary | no | 423 | yes | no | unknown | 5 | may | 226 | 3 | -1 | 0 | unknown | no |
54 | management | married | tertiary | no | 0 | no | no | unknown | 5 | may | 120 | 2 | -1 | 0 | unknown | no |
34 | technician | married | secondary | no | 19 | yes | no | unknown | 5 | may | 362 | 4 | -1 | 0 | unknown | no |
56 | technician | divorced | primary | no | 13 | yes | no | unknown | 5 | may | 357 | 2 | -1 | 0 | unknown | no |
31 | blue-collar | single | secondary | no | 3 | yes | no | unknown | 5 | may | 200 | 2 | -1 | 0 | unknown | no |
24 | student | single | secondary | no | 82 | yes | no | unknown | 5 | may | 204 | 2 | -1 | 0 | unknown | no |
42 | blue-collar | divorced | primary | no | 28 | yes | no | unknown | 5 | may | 126 | 3 | -1 | 0 | unknown | no |
57 | technician | married | secondary | no | 792 | yes | no | unknown | 5 | may | 65 | 2 | -1 | 0 | unknown | no |