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 | blue-collar | married | unknown | no | 408 | yes | no | unknown | 5 | may | 107 | 2 | -1 | 0 | unknown | no |
51 | admin. | married | secondary | no | 531 | yes | no | unknown | 5 | may | 267 | 2 | -1 | 0 | unknown | no |
57 | retired | married | secondary | no | 211 | yes | no | unknown | 5 | may | 248 | 2 | -1 | 0 | unknown | no |
36 | services | single | secondary | no | 62 | yes | no | unknown | 5 | may | 215 | 2 | -1 | 0 | unknown | no |
53 | services | married | unknown | no | 257 | yes | no | unknown | 5 | may | 209 | 2 | -1 | 0 | unknown | no |
50 | technician | married | secondary | no | 1,234 | yes | no | unknown | 5 | may | 205 | 2 | -1 | 0 | unknown | no |
54 | management | married | tertiary | no | 313 | yes | no | unknown | 5 | may | 83 | 2 | -1 | 0 | unknown | no |
55 | blue-collar | married | secondary | no | 89 | yes | no | unknown | 5 | may | 106 | 3 | -1 | 0 | unknown | no |
44 | blue-collar | married | secondary | no | 129 | yes | yes | unknown | 5 | may | 189 | 2 | -1 | 0 | unknown | no |
43 | management | married | unknown | no | 0 | yes | no | unknown | 5 | may | 105 | 2 | -1 | 0 | unknown | no |
56 | admin. | married | secondary | no | 353 | yes | no | unknown | 5 | may | 106 | 2 | -1 | 0 | unknown | no |
54 | technician | married | unknown | no | 851 | yes | no | unknown | 5 | may | 108 | 2 | -1 | 0 | unknown | no |
55 | services | divorced | primary | no | 96 | yes | yes | unknown | 5 | may | 311 | 2 | -1 | 0 | unknown | no |
37 | services | divorced | secondary | no | 398 | yes | yes | unknown | 5 | may | 214 | 2 | -1 | 0 | unknown | no |
33 | admin. | single | tertiary | no | 193 | no | no | unknown | 5 | may | 132 | 2 | -1 | 0 | unknown | no |
46 | admin. | married | secondary | no | -358 | yes | no | unknown | 5 | may | 358 | 2 | -1 | 0 | unknown | no |
36 | blue-collar | married | secondary | no | 539 | yes | yes | unknown | 5 | may | 453 | 2 | -1 | 0 | unknown | no |
51 | technician | single | secondary | no | 0 | yes | no | unknown | 5 | may | 364 | 2 | -1 | 0 | unknown | no |
40 | retired | single | primary | no | 0 | no | no | unknown | 5 | may | 136 | 2 | -1 | 0 | unknown | no |
42 | blue-collar | married | secondary | no | 490 | yes | no | unknown | 5 | may | 386 | 2 | -1 | 0 | unknown | no |
51 | blue-collar | married | secondary | no | 0 | yes | no | unknown | 5 | may | 173 | 2 | -1 | 0 | unknown | no |
49 | blue-collar | married | unknown | no | 403 | yes | no | unknown | 5 | may | 241 | 2 | -1 | 0 | unknown | no |
48 | management | married | secondary | no | 161 | yes | no | unknown | 5 | may | 224 | 3 | -1 | 0 | unknown | no |
32 | technician | divorced | tertiary | no | 2,558 | no | no | unknown | 5 | may | 148 | 2 | -1 | 0 | unknown | no |
31 | admin. | single | secondary | no | 98 | yes | no | unknown | 5 | may | 196 | 2 | -1 | 0 | unknown | no |
55 | management | single | tertiary | no | 115 | no | no | unknown | 5 | may | 111 | 4 | -1 | 0 | unknown | no |
40 | blue-collar | single | secondary | no | 436 | yes | no | unknown | 5 | may | 231 | 3 | -1 | 0 | unknown | no |
47 | technician | married | tertiary | no | 831 | yes | no | unknown | 5 | may | 316 | 3 | -1 | 0 | unknown | no |
57 | technician | married | unknown | no | 206 | yes | no | unknown | 5 | may | 216 | 3 | -1 | 0 | unknown | no |
41 | blue-collar | married | secondary | no | 290 | yes | no | unknown | 5 | may | 240 | 2 | -1 | 0 | unknown | no |
48 | blue-collar | married | secondary | no | 1 | no | no | unknown | 5 | may | 669 | 3 | -1 | 0 | unknown | no |
42 | blue-collar | married | unknown | no | 57 | yes | no | unknown | 5 | may | 425 | 2 | -1 | 0 | unknown | no |
30 | blue-collar | single | secondary | no | -457 | yes | no | unknown | 5 | may | 143 | 2 | -1 | 0 | unknown | no |
58 | management | single | tertiary | no | 1,387 | yes | no | unknown | 5 | may | 174 | 5 | -1 | 0 | unknown | no |
45 | management | divorced | tertiary | no | 24,598 | yes | no | unknown | 5 | may | 313 | 3 | -1 | 0 | unknown | no |
49 | blue-collar | married | secondary | no | 30 | yes | no | unknown | 5 | may | 135 | 4 | -1 | 0 | unknown | no |
42 | admin. | single | secondary | no | 1,022 | yes | no | unknown | 5 | may | 146 | 2 | -1 | 0 | unknown | no |
53 | technician | married | secondary | no | 56 | yes | yes | unknown | 5 | may | 152 | 2 | -1 | 0 | unknown | no |
51 | admin. | single | secondary | yes | -2 | no | no | unknown | 5 | may | 402 | 3 | -1 | 0 | unknown | no |
32 | services | single | secondary | no | 121 | yes | no | unknown | 5 | may | 213 | 2 | -1 | 0 | unknown | no |
41 | blue-collar | single | secondary | no | 842 | yes | no | unknown | 5 | may | 144 | 3 | -1 | 0 | unknown | no |
43 | management | divorced | secondary | no | 693 | yes | no | unknown | 5 | may | 124 | 3 | -1 | 0 | unknown | no |
40 | blue-collar | divorced | secondary | no | -333 | yes | no | unknown | 5 | may | 183 | 2 | -1 | 0 | unknown | no |
50 | blue-collar | married | primary | no | 1,533 | yes | no | unknown | 5 | may | 325 | 2 | -1 | 0 | unknown | no |
34 | management | married | tertiary | no | 46 | yes | no | unknown | 5 | may | 39 | 4 | -1 | 0 | unknown | no |
53 | services | married | unknown | no | 18 | no | no | unknown | 5 | may | 503 | 2 | -1 | 0 | unknown | no |
45 | technician | married | secondary | no | 44 | yes | no | unknown | 5 | may | 95 | 4 | -1 | 0 | unknown | no |
39 | blue-collar | married | primary | no | -100 | yes | no | unknown | 5 | may | 680 | 2 | -1 | 0 | unknown | no |
44 | services | married | tertiary | no | 510 | yes | no | unknown | 5 | may | 421 | 4 | -1 | 0 | unknown | no |
55 | management | married | tertiary | no | 685 | yes | no | unknown | 5 | may | 174 | 3 | -1 | 0 | unknown | no |
46 | management | single | tertiary | no | 187 | yes | no | unknown | 5 | may | 113 | 2 | -1 | 0 | unknown | no |
45 | blue-collar | married | secondary | no | 66 | yes | no | unknown | 5 | may | 808 | 2 | -1 | 0 | unknown | no |
34 | admin. | married | secondary | no | 560 | yes | no | unknown | 5 | may | 198 | 3 | -1 | 0 | unknown | no |
36 | blue-collar | married | secondary | no | 0 | yes | no | unknown | 5 | may | 195 | 2 | -1 | 0 | unknown | no |
59 | unknown | divorced | unknown | no | 27 | no | no | unknown | 5 | may | 347 | 3 | -1 | 0 | unknown | no |
31 | admin. | single | secondary | no | 12 | yes | no | unknown | 5 | may | 208 | 2 | -1 | 0 | unknown | no |
44 | blue-collar | single | secondary | no | 34 | yes | no | unknown | 5 | may | 404 | 4 | -1 | 0 | unknown | no |
33 | entrepreneur | single | tertiary | no | 1,068 | yes | no | unknown | 5 | may | 396 | 2 | -1 | 0 | unknown | no |
40 | blue-collar | married | secondary | no | 211 | yes | no | unknown | 5 | may | 216 | 4 | -1 | 0 | unknown | no |
46 | admin. | single | tertiary | no | 377 | yes | no | unknown | 5 | may | 98 | 2 | -1 | 0 | unknown | no |
48 | management | married | tertiary | no | 263 | yes | no | unknown | 5 | may | 350 | 2 | -1 | 0 | unknown | no |
42 | services | married | secondary | no | 1,263 | yes | no | unknown | 6 | may | 114 | 2 | -1 | 0 | unknown | no |
27 | services | married | secondary | no | 8 | yes | no | unknown | 6 | may | 88 | 3 | -1 | 0 | unknown | no |
48 | admin. | married | secondary | no | 126 | yes | yes | unknown | 6 | may | 379 | 2 | -1 | 0 | unknown | no |
59 | admin. | married | secondary | no | 230 | yes | no | unknown | 6 | may | 190 | 3 | -1 | 0 | unknown | no |
46 | technician | married | tertiary | no | 841 | yes | no | unknown | 6 | may | 158 | 1 | -1 | 0 | unknown | no |
38 | admin. | divorced | secondary | no | 308 | yes | no | unknown | 6 | may | 102 | 1 | -1 | 0 | unknown | no |
43 | management | divorced | tertiary | no | 1 | yes | no | unknown | 6 | may | 306 | 1 | -1 | 0 | unknown | no |
38 | admin. | divorced | tertiary | no | 86 | yes | no | unknown | 6 | may | 218 | 1 | -1 | 0 | unknown | no |
23 | student | single | secondary | no | 157 | yes | no | unknown | 6 | may | 54 | 1 | -1 | 0 | unknown | no |
34 | services | married | secondary | no | 22 | yes | no | unknown | 6 | may | 344 | 1 | -1 | 0 | unknown | no |
38 | admin. | married | secondary | no | 46 | yes | yes | unknown | 6 | may | 195 | 1 | -1 | 0 | unknown | no |
37 | blue-collar | married | secondary | no | 1,293 | no | no | unknown | 6 | may | 652 | 1 | -1 | 0 | unknown | no |
25 | admin. | single | secondary | no | 122 | yes | no | unknown | 6 | may | 286 | 1 | -1 | 0 | unknown | no |
48 | blue-collar | married | unknown | no | 131 | yes | no | unknown | 6 | may | 189 | 1 | -1 | 0 | unknown | no |
49 | blue-collar | single | secondary | no | 143 | yes | no | unknown | 6 | may | 83 | 1 | -1 | 0 | unknown | no |
38 | admin. | single | secondary | no | 393 | no | no | unknown | 6 | may | 184 | 2 | -1 | 0 | unknown | no |
43 | blue-collar | married | primary | no | 98 | yes | no | unknown | 6 | may | 235 | 1 | -1 | 0 | unknown | no |
33 | management | married | tertiary | no | 0 | yes | no | unknown | 6 | may | 290 | 1 | -1 | 0 | unknown | no |
55 | blue-collar | married | secondary | no | 224 | yes | no | unknown | 6 | may | 232 | 1 | -1 | 0 | unknown | no |
38 | blue-collar | married | secondary | no | 757 | yes | no | unknown | 6 | may | 133 | 1 | -1 | 0 | unknown | no |
49 | services | married | secondary | no | 245 | yes | yes | unknown | 6 | may | 318 | 1 | -1 | 0 | unknown | no |
40 | management | married | secondary | no | 8,486 | no | no | unknown | 6 | may | 260 | 3 | -1 | 0 | unknown | no |
43 | admin. | married | unknown | no | 350 | no | no | unknown | 6 | may | 437 | 1 | -1 | 0 | unknown | no |
38 | blue-collar | married | secondary | no | 20 | yes | no | unknown | 6 | may | 402 | 1 | -1 | 0 | unknown | no |
58 | services | married | secondary | no | 1,667 | yes | yes | unknown | 6 | may | 85 | 1 | -1 | 0 | unknown | no |
57 | technician | married | unknown | no | 345 | yes | no | unknown | 6 | may | 125 | 1 | -1 | 0 | unknown | no |
32 | unemployed | married | secondary | no | 10 | yes | no | unknown | 6 | may | 501 | 4 | -1 | 0 | unknown | no |
56 | management | married | tertiary | no | 830 | yes | yes | unknown | 6 | may | 1,201 | 1 | -1 | 0 | unknown | yes |
58 | blue-collar | divorced | unknown | no | 29 | yes | no | unknown | 6 | may | 253 | 1 | -1 | 0 | unknown | no |
60 | retired | divorced | secondary | no | 545 | yes | no | unknown | 6 | may | 1,030 | 1 | -1 | 0 | unknown | yes |
37 | technician | married | tertiary | no | 8,730 | yes | no | unknown | 6 | may | 149 | 1 | -1 | 0 | unknown | no |
46 | technician | divorced | tertiary | no | 477 | yes | no | unknown | 6 | may | 114 | 1 | -1 | 0 | unknown | no |
27 | admin. | married | secondary | no | 4 | yes | no | unknown | 6 | may | 243 | 1 | -1 | 0 | unknown | no |
43 | blue-collar | married | secondary | no | 1,205 | yes | no | unknown | 6 | may | 769 | 2 | -1 | 0 | unknown | no |
32 | technician | single | secondary | no | 0 | yes | yes | unknown | 6 | may | 135 | 3 | -1 | 0 | unknown | no |
40 | admin. | single | secondary | no | 263 | yes | no | unknown | 6 | may | 231 | 1 | -1 | 0 | unknown | no |
38 | admin. | married | secondary | no | 1 | no | no | unknown | 6 | may | 76 | 1 | -1 | 0 | unknown | no |
34 | blue-collar | married | secondary | no | 283 | no | yes | unknown | 6 | may | 199 | 1 | -1 | 0 | unknown | no |
47 | blue-collar | married | primary | no | 206 | yes | no | unknown | 6 | may | 152 | 1 | -1 | 0 | unknown | no |