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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | housemaid | married | primary | no | 17 | yes | no | unknown | 6 | may | 124 | 1 | -1 | 0 | unknown | no |
48 | technician | married | secondary | no | 141 | yes | yes | unknown | 6 | may | 424 | 1 | -1 | 0 | unknown | no |
29 | self-employed | single | tertiary | no | 16 | yes | no | unknown | 6 | may | 43 | 1 | -1 | 0 | unknown | no |
50 | services | married | secondary | no | 206 | yes | no | unknown | 6 | may | 154 | 1 | -1 | 0 | unknown | no |
52 | technician | married | unknown | no | 7 | no | no | unknown | 6 | may | 203 | 2 | -1 | 0 | unknown | no |
50 | management | married | tertiary | no | 0 | no | no | unknown | 6 | may | 326 | 1 | -1 | 0 | unknown | no |
58 | retired | married | tertiary | no | 0 | no | no | unknown | 6 | may | 393 | 1 | -1 | 0 | unknown | no |
46 | blue-collar | divorced | primary | no | 1,927 | yes | no | unknown | 6 | may | 241 | 3 | -1 | 0 | unknown | no |
38 | technician | married | secondary | no | 284 | yes | no | unknown | 6 | may | 483 | 1 | -1 | 0 | unknown | no |
46 | blue-collar | married | secondary | no | 1,660 | yes | no | unknown | 6 | may | 259 | 1 | -1 | 0 | unknown | no |
32 | services | single | secondary | no | 406 | yes | no | unknown | 6 | may | 227 | 1 | -1 | 0 | unknown | no |
51 | blue-collar | married | primary | no | 230 | yes | no | unknown | 6 | may | 673 | 1 | -1 | 0 | unknown | no |
39 | admin. | single | secondary | no | -25 | yes | no | unknown | 6 | may | 576 | 1 | -1 | 0 | unknown | no |
48 | admin. | married | secondary | no | 182 | yes | no | unknown | 6 | may | 180 | 2 | -1 | 0 | unknown | no |
36 | entrepreneur | married | tertiary | no | 1,169 | yes | no | unknown | 6 | may | 168 | 2 | -1 | 0 | unknown | no |
34 | admin. | divorced | secondary | no | 67 | yes | no | unknown | 6 | may | 90 | 1 | -1 | 0 | unknown | no |
40 | technician | married | secondary | no | 77 | no | no | unknown | 6 | may | 505 | 1 | -1 | 0 | unknown | no |
43 | unemployed | married | secondary | no | 0 | yes | no | unknown | 6 | may | 245 | 1 | -1 | 0 | unknown | no |
52 | blue-collar | divorced | primary | no | 55 | yes | yes | unknown | 6 | may | 186 | 1 | -1 | 0 | unknown | no |
33 | technician | married | secondary | yes | 72 | yes | no | unknown | 6 | may | 623 | 1 | -1 | 0 | unknown | no |
49 | management | single | tertiary | no | 163 | yes | no | unknown | 6 | may | 496 | 3 | -1 | 0 | unknown | no |
32 | management | single | tertiary | no | 151 | yes | no | unknown | 6 | may | 118 | 1 | -1 | 0 | unknown | no |
39 | admin. | single | secondary | no | 113 | yes | no | unknown | 6 | may | 342 | 1 | -1 | 0 | unknown | no |
40 | blue-collar | married | secondary | no | 0 | yes | no | unknown | 6 | may | 225 | 1 | -1 | 0 | unknown | no |
38 | technician | single | tertiary | no | 9 | yes | no | unknown | 6 | may | 185 | 3 | -1 | 0 | unknown | no |
43 | management | married | secondary | no | 375 | yes | no | unknown | 6 | may | 196 | 2 | -1 | 0 | unknown | no |
39 | services | married | secondary | no | 1,142 | yes | no | unknown | 6 | may | 276 | 1 | -1 | 0 | unknown | no |
54 | blue-collar | married | primary | no | 2,102 | yes | no | unknown | 6 | may | 76 | 1 | -1 | 0 | unknown | no |
38 | technician | single | tertiary | no | 4,325 | yes | no | unknown | 6 | may | 87 | 1 | -1 | 0 | unknown | no |
40 | blue-collar | married | secondary | no | 217 | yes | no | unknown | 6 | may | 195 | 1 | -1 | 0 | unknown | no |
55 | admin. | married | secondary | no | 131 | yes | no | unknown | 6 | may | 744 | 1 | -1 | 0 | unknown | no |
42 | management | married | tertiary | no | 1,680 | yes | no | unknown | 6 | may | 765 | 1 | -1 | 0 | unknown | no |
39 | blue-collar | married | secondary | no | 0 | yes | no | unknown | 6 | may | 262 | 1 | -1 | 0 | unknown | no |
40 | blue-collar | married | primary | no | 46 | yes | no | unknown | 6 | may | 119 | 1 | -1 | 0 | unknown | no |
32 | blue-collar | married | secondary | no | 320 | yes | no | unknown | 6 | may | 198 | 2 | -1 | 0 | unknown | no |
55 | admin. | married | secondary | no | 183 | yes | no | unknown | 6 | may | 150 | 1 | -1 | 0 | unknown | no |
45 | blue-collar | married | secondary | no | 39 | no | no | unknown | 6 | may | 241 | 1 | -1 | 0 | unknown | no |
35 | management | single | tertiary | no | 560 | yes | no | unknown | 6 | may | 181 | 1 | -1 | 0 | unknown | no |
58 | technician | divorced | secondary | no | 469 | no | no | unknown | 6 | may | 196 | 1 | -1 | 0 | unknown | no |
35 | admin. | married | secondary | no | 530 | yes | no | unknown | 6 | may | 149 | 1 | -1 | 0 | unknown | no |
49 | services | married | primary | no | 61 | yes | no | unknown | 6 | may | 246 | 1 | -1 | 0 | unknown | no |
34 | technician | single | tertiary | no | 242 | yes | no | unknown | 6 | may | 112 | 1 | -1 | 0 | unknown | no |
36 | blue-collar | married | secondary | no | 139 | yes | no | unknown | 6 | may | 309 | 2 | -1 | 0 | unknown | no |
24 | self-employed | single | secondary | no | 0 | yes | no | unknown | 6 | may | 278 | 1 | -1 | 0 | unknown | no |
34 | technician | married | secondary | no | 367 | yes | no | unknown | 6 | may | 140 | 1 | -1 | 0 | unknown | no |
51 | admin. | divorced | secondary | no | 228 | yes | no | unknown | 6 | may | 136 | 1 | -1 | 0 | unknown | no |
39 | technician | single | unknown | no | 45,248 | yes | no | unknown | 6 | may | 1,623 | 1 | -1 | 0 | unknown | yes |
50 | self-employed | married | unknown | no | -84 | yes | no | unknown | 6 | may | 101 | 1 | -1 | 0 | unknown | no |
32 | services | single | secondary | no | 310 | yes | no | unknown | 6 | may | 144 | 1 | -1 | 0 | unknown | no |
42 | blue-collar | married | unknown | no | 132 | yes | no | unknown | 6 | may | 238 | 1 | -1 | 0 | unknown | no |
50 | technician | married | secondary | no | 797 | yes | no | unknown | 6 | may | 354 | 1 | -1 | 0 | unknown | no |
40 | services | married | secondary | no | 71 | no | no | unknown | 6 | may | 79 | 1 | -1 | 0 | unknown | no |
46 | management | divorced | unknown | no | 2 | yes | no | unknown | 6 | may | 187 | 1 | -1 | 0 | unknown | no |
37 | management | married | tertiary | no | 231 | yes | yes | unknown | 6 | may | 451 | 2 | -1 | 0 | unknown | no |
34 | blue-collar | married | secondary | no | 270 | yes | yes | unknown | 6 | may | 159 | 1 | -1 | 0 | unknown | no |
44 | blue-collar | married | secondary | no | 274 | yes | yes | unknown | 6 | may | 409 | 1 | -1 | 0 | unknown | no |
40 | admin. | single | secondary | no | -109 | yes | yes | unknown | 6 | may | 170 | 1 | -1 | 0 | unknown | no |
37 | technician | married | secondary | no | 1 | yes | no | unknown | 6 | may | 608 | 1 | -1 | 0 | unknown | yes |
33 | blue-collar | single | secondary | yes | -60 | no | no | unknown | 6 | may | 243 | 1 | -1 | 0 | unknown | no |
35 | blue-collar | married | secondary | no | 89 | yes | no | unknown | 6 | may | 145 | 2 | -1 | 0 | unknown | no |
58 | blue-collar | divorced | secondary | no | -11 | no | no | unknown | 6 | may | 112 | 1 | -1 | 0 | unknown | no |
39 | blue-collar | married | primary | no | 0 | yes | no | unknown | 6 | may | 262 | 2 | -1 | 0 | unknown | no |
43 | blue-collar | married | secondary | no | -509 | yes | no | unknown | 6 | may | 124 | 1 | -1 | 0 | unknown | no |
39 | unemployed | married | primary | no | 408 | yes | no | unknown | 6 | may | 53 | 1 | -1 | 0 | unknown | no |
36 | services | single | primary | no | 58 | yes | no | unknown | 6 | may | 134 | 1 | -1 | 0 | unknown | no |
57 | retired | single | secondary | no | 1,640 | no | yes | unknown | 6 | may | 204 | 4 | -1 | 0 | unknown | no |
36 | admin. | single | secondary | no | 20 | yes | no | unknown | 6 | may | 186 | 1 | -1 | 0 | unknown | no |
50 | blue-collar | married | primary | no | 71 | yes | no | unknown | 6 | may | 678 | 1 | -1 | 0 | unknown | no |
55 | blue-collar | married | secondary | no | 52 | yes | no | unknown | 6 | may | 182 | 1 | -1 | 0 | unknown | no |
44 | self-employed | married | tertiary | no | 292 | yes | no | unknown | 6 | may | 162 | 1 | -1 | 0 | unknown | no |
44 | services | divorced | secondary | no | 424 | yes | no | unknown | 6 | may | 27 | 1 | -1 | 0 | unknown | no |
39 | housemaid | single | primary | no | 109 | yes | no | unknown | 6 | may | 699 | 3 | -1 | 0 | unknown | no |
46 | blue-collar | married | unknown | no | 1,044 | yes | no | unknown | 6 | may | 43 | 1 | -1 | 0 | unknown | no |
39 | blue-collar | married | secondary | no | 983 | yes | no | unknown | 6 | may | 97 | 1 | -1 | 0 | unknown | no |
34 | admin. | married | secondary | no | 869 | no | no | unknown | 6 | may | 1,677 | 1 | -1 | 0 | unknown | yes |
40 | blue-collar | married | primary | no | 668 | yes | no | unknown | 6 | may | 283 | 2 | -1 | 0 | unknown | no |
50 | management | married | tertiary | no | 964 | yes | no | unknown | 6 | may | 323 | 1 | -1 | 0 | unknown | no |
31 | management | single | secondary | no | 301 | yes | no | unknown | 6 | may | 82 | 1 | -1 | 0 | unknown | no |
37 | admin. | single | secondary | no | 140 | yes | no | unknown | 6 | may | 310 | 1 | -1 | 0 | unknown | no |
39 | management | single | secondary | no | 1,877 | yes | no | unknown | 6 | may | 185 | 1 | -1 | 0 | unknown | no |
51 | blue-collar | married | primary | no | 1,127 | yes | no | unknown | 6 | may | 47 | 1 | -1 | 0 | unknown | no |
41 | technician | married | secondary | no | 871 | yes | no | unknown | 6 | may | 145 | 1 | -1 | 0 | unknown | no |
41 | technician | married | secondary | no | 767 | yes | yes | unknown | 6 | may | 204 | 1 | -1 | 0 | unknown | no |
43 | blue-collar | married | secondary | no | 0 | no | no | unknown | 6 | may | 187 | 1 | -1 | 0 | unknown | no |
30 | services | single | secondary | no | 209 | yes | no | unknown | 6 | may | 30 | 2 | -1 | 0 | unknown | no |
54 | management | divorced | primary | no | 0 | no | no | unknown | 6 | may | 472 | 1 | -1 | 0 | unknown | no |
43 | blue-collar | divorced | secondary | no | 110 | yes | yes | unknown | 6 | may | 448 | 1 | -1 | 0 | unknown | no |
59 | management | divorced | tertiary | no | -76 | yes | yes | unknown | 6 | may | 264 | 1 | -1 | 0 | unknown | no |
47 | technician | married | unknown | no | 178 | yes | no | unknown | 6 | may | 169 | 1 | -1 | 0 | unknown | no |
40 | blue-collar | married | primary | no | -66 | yes | no | unknown | 6 | may | 288 | 1 | -1 | 0 | unknown | no |
32 | technician | married | secondary | no | 0 | yes | no | unknown | 6 | may | 176 | 2 | -1 | 0 | unknown | no |
29 | blue-collar | married | secondary | no | 1 | yes | no | unknown | 6 | may | 215 | 1 | -1 | 0 | unknown | no |
36 | blue-collar | married | secondary | no | 0 | yes | no | unknown | 6 | may | 337 | 1 | -1 | 0 | unknown | no |
55 | unemployed | married | tertiary | no | 5,345 | no | no | unknown | 6 | may | 278 | 1 | -1 | 0 | unknown | no |
30 | blue-collar | divorced | secondary | no | -209 | yes | no | unknown | 6 | may | 188 | 2 | -1 | 0 | unknown | no |
39 | admin. | single | secondary | no | 0 | yes | no | unknown | 6 | may | 174 | 2 | -1 | 0 | unknown | no |
39 | blue-collar | divorced | secondary | no | 42 | yes | no | unknown | 6 | may | 226 | 2 | -1 | 0 | unknown | no |
50 | blue-collar | divorced | secondary | no | 41 | yes | no | unknown | 6 | may | 190 | 1 | -1 | 0 | unknown | no |
44 | blue-collar | married | secondary | no | -99 | yes | no | unknown | 6 | may | 111 | 2 | -1 | 0 | unknown | no |
37 | technician | single | secondary | no | 17 | yes | no | unknown | 6 | may | 164 | 1 | -1 | 0 | unknown | no |