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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | blue-collar | married | secondary | no | 152 | no | no | cellular | 25 | oct | 275 | 1 | -1 | 0 | unknown | no |
74 | retired | married | secondary | no | 935 | no | no | cellular | 25 | oct | 400 | 1 | 173 | 3 | success | yes |
31 | admin. | single | secondary | no | 410 | no | no | cellular | 25 | oct | 182 | 1 | 185 | 1 | success | yes |
33 | admin. | married | secondary | no | 51 | yes | yes | cellular | 25 | oct | 253 | 1 | 284 | 3 | success | yes |
73 | retired | married | primary | no | 1,388 | no | no | telephone | 25 | oct | 254 | 1 | 97 | 6 | failure | no |
36 | technician | married | secondary | no | 2,779 | no | no | cellular | 25 | oct | 324 | 1 | 182 | 4 | success | no |
32 | technician | married | secondary | no | 660 | no | no | cellular | 25 | oct | 226 | 2 | 490 | 1 | failure | yes |
25 | student | single | secondary | no | 679 | no | no | cellular | 25 | oct | 297 | 5 | 94 | 6 | other | yes |
36 | technician | married | tertiary | no | 844 | yes | yes | cellular | 25 | oct | 129 | 1 | -1 | 0 | unknown | no |
78 | management | married | unknown | no | 1,780 | yes | no | cellular | 25 | oct | 211 | 2 | 185 | 7 | success | yes |
50 | management | married | tertiary | no | 8,205 | yes | no | telephone | 25 | oct | 293 | 3 | 508 | 1 | other | no |
64 | retired | married | primary | no | 445 | no | no | cellular | 26 | oct | 338 | 3 | 186 | 1 | other | no |
24 | student | single | secondary | no | 1,234 | no | no | telephone | 26 | oct | 280 | 2 | 97 | 3 | success | no |
26 | management | single | tertiary | no | 222 | no | no | cellular | 26 | oct | 318 | 1 | 120 | 3 | success | yes |
36 | technician | single | secondary | no | 204 | yes | no | cellular | 26 | oct | 196 | 1 | 144 | 8 | other | no |
30 | management | single | tertiary | no | 565 | yes | no | cellular | 26 | oct | 104 | 1 | -1 | 0 | unknown | no |
25 | student | single | secondary | no | 1,868 | no | no | cellular | 26 | oct | 259 | 1 | 103 | 2 | other | yes |
54 | admin. | divorced | tertiary | no | 122 | no | no | cellular | 26 | oct | 322 | 1 | 547 | 1 | failure | no |
78 | retired | married | primary | no | 14,204 | no | no | cellular | 26 | oct | 150 | 1 | 183 | 1 | other | no |
47 | admin. | married | secondary | no | 1,210 | no | no | cellular | 26 | oct | 604 | 1 | 91 | 4 | failure | yes |
32 | technician | married | secondary | no | 1,547 | no | no | cellular | 26 | oct | 289 | 1 | 805 | 4 | other | yes |
56 | admin. | divorced | secondary | no | 1,693 | no | no | cellular | 26 | oct | 238 | 4 | 442 | 4 | failure | yes |
40 | entrepreneur | single | tertiary | no | 262 | yes | yes | unknown | 26 | oct | 17 | 1 | -1 | 0 | unknown | no |
49 | technician | married | secondary | no | 308 | no | no | cellular | 26 | oct | 260 | 2 | 91 | 5 | failure | no |
27 | blue-collar | single | primary | no | 232 | yes | no | cellular | 26 | oct | 701 | 2 | -1 | 0 | unknown | yes |
40 | management | divorced | tertiary | no | 858 | no | no | cellular | 26 | oct | 202 | 2 | -1 | 0 | unknown | yes |
54 | technician | married | tertiary | no | 876 | no | no | cellular | 27 | oct | 269 | 3 | 541 | 3 | success | yes |
67 | blue-collar | married | secondary | no | 16,353 | no | no | cellular | 27 | oct | 223 | 2 | -1 | 0 | unknown | no |
23 | unemployed | single | tertiary | no | 993 | no | no | cellular | 27 | oct | 409 | 1 | 91 | 4 | success | no |
46 | technician | married | unknown | no | 3,308 | no | no | cellular | 27 | oct | 171 | 1 | 91 | 2 | success | yes |
33 | technician | married | secondary | no | 5,083 | no | no | cellular | 27 | oct | 161 | 1 | 96 | 2 | other | no |
47 | management | married | tertiary | no | 0 | no | no | cellular | 27 | oct | 508 | 1 | -1 | 0 | unknown | yes |
61 | retired | married | secondary | no | 1,058 | no | no | cellular | 27 | oct | 277 | 1 | 92 | 5 | success | no |
24 | student | single | secondary | no | 822 | no | no | cellular | 27 | oct | 184 | 1 | 91 | 2 | failure | yes |
70 | retired | married | secondary | no | 0 | no | no | cellular | 27 | oct | 258 | 1 | 92 | 5 | success | yes |
53 | blue-collar | married | primary | no | 1,294 | no | no | unknown | 28 | oct | 71 | 1 | -1 | 0 | unknown | no |
53 | self-employed | married | tertiary | no | 730 | yes | no | unknown | 2 | nov | 18 | 1 | 368 | 2 | failure | no |
30 | management | single | tertiary | no | 297 | no | no | cellular | 8 | nov | 188 | 1 | -1 | 0 | unknown | yes |
30 | technician | single | secondary | no | 500 | yes | no | cellular | 8 | nov | 176 | 1 | 543 | 3 | failure | no |
44 | management | married | tertiary | no | 839 | no | no | cellular | 8 | nov | 240 | 1 | 40 | 2 | other | no |
63 | entrepreneur | married | secondary | no | 3,904 | no | no | telephone | 8 | nov | 360 | 1 | 96 | 4 | success | yes |
77 | unknown | married | unknown | no | 397 | no | no | telephone | 8 | nov | 207 | 1 | 185 | 3 | success | no |
34 | admin. | married | tertiary | no | 79 | yes | no | cellular | 8 | nov | 120 | 2 | 95 | 6 | success | no |
28 | student | single | secondary | no | 970 | no | no | cellular | 8 | nov | 137 | 1 | 96 | 1 | failure | no |
60 | admin. | divorced | secondary | no | 683 | no | no | cellular | 8 | nov | 507 | 1 | -1 | 0 | unknown | no |
28 | services | single | tertiary | no | 441 | no | no | cellular | 8 | nov | 106 | 1 | -1 | 0 | unknown | no |
49 | unemployed | divorced | tertiary | no | 780 | no | no | cellular | 8 | nov | 148 | 1 | 871 | 2 | failure | no |
42 | admin. | divorced | secondary | no | 490 | yes | no | cellular | 8 | nov | 212 | 1 | 97 | 5 | other | no |
22 | student | single | secondary | no | 2,488 | no | no | cellular | 8 | nov | 449 | 2 | 38 | 10 | other | yes |
38 | technician | married | tertiary | no | 88 | no | no | cellular | 8 | nov | 282 | 2 | 186 | 4 | success | yes |
65 | management | married | unknown | no | 2,352 | no | no | cellular | 8 | nov | 354 | 3 | 188 | 13 | success | no |
47 | management | single | tertiary | no | 311 | yes | yes | cellular | 9 | nov | 255 | 3 | 378 | 2 | failure | no |
61 | housemaid | married | primary | no | 182 | no | no | cellular | 9 | nov | 335 | 1 | 92 | 13 | failure | no |
64 | retired | married | tertiary | no | 2,059 | no | yes | cellular | 9 | nov | 326 | 1 | 95 | 1 | other | no |
63 | retired | married | primary | no | 3,738 | no | no | telephone | 9 | nov | 301 | 1 | 456 | 4 | failure | no |
44 | entrepreneur | married | tertiary | no | 121 | no | no | cellular | 9 | nov | 248 | 1 | 91 | 1 | success | yes |
37 | management | married | tertiary | no | 3,556 | no | no | cellular | 9 | nov | 268 | 1 | -1 | 0 | unknown | yes |
52 | technician | married | tertiary | no | 0 | no | no | cellular | 9 | nov | 467 | 3 | 92 | 7 | failure | yes |
34 | student | single | unknown | no | 2,321 | no | no | cellular | 9 | nov | 600 | 2 | 99 | 5 | failure | no |
60 | services | married | secondary | no | 4,428 | no | no | cellular | 9 | nov | 125 | 1 | 96 | 6 | failure | no |
35 | technician | married | secondary | no | 0 | yes | no | cellular | 9 | nov | 524 | 1 | 96 | 5 | success | yes |
31 | management | married | tertiary | no | 720 | yes | no | cellular | 9 | nov | 94 | 3 | -1 | 0 | unknown | no |
29 | admin. | single | secondary | no | 464 | no | no | cellular | 9 | nov | 208 | 2 | 91 | 3 | success | yes |
71 | retired | married | secondary | no | 2,064 | no | no | cellular | 9 | nov | 379 | 2 | 92 | 3 | failure | no |
35 | services | married | tertiary | no | 4,655 | no | no | cellular | 9 | nov | 111 | 2 | -1 | 0 | unknown | no |
33 | technician | married | tertiary | no | 2,976 | yes | no | cellular | 9 | nov | 465 | 2 | 95 | 12 | other | no |
41 | unemployed | single | tertiary | no | 79 | no | no | telephone | 9 | nov | 394 | 1 | 390 | 2 | success | yes |
48 | admin. | married | secondary | no | 178 | no | no | cellular | 10 | nov | 228 | 1 | -1 | 0 | unknown | no |
62 | retired | married | tertiary | no | 2,557 | yes | no | cellular | 10 | nov | 404 | 1 | 57 | 8 | success | yes |
31 | management | married | tertiary | no | 2,994 | yes | no | cellular | 10 | nov | 182 | 1 | 229 | 2 | failure | no |
19 | student | single | primary | no | 245 | no | no | telephone | 10 | nov | 98 | 2 | 110 | 2 | other | no |
33 | admin. | single | secondary | no | 690 | no | no | cellular | 10 | nov | 223 | 3 | 555 | 16 | failure | no |
30 | technician | single | tertiary | no | 2,325 | no | no | cellular | 10 | nov | 134 | 1 | 92 | 8 | success | no |
36 | admin. | single | tertiary | no | 980 | no | no | cellular | 11 | nov | 118 | 4 | 104 | 7 | failure | no |
62 | blue-collar | married | secondary | no | 272 | no | no | cellular | 11 | nov | 289 | 1 | 92 | 3 | success | yes |
38 | entrepreneur | single | secondary | no | 2,543 | no | no | cellular | 11 | nov | 357 | 3 | 93 | 5 | success | yes |
54 | admin. | married | secondary | no | 66 | yes | no | cellular | 11 | nov | 167 | 1 | -1 | 0 | unknown | yes |
36 | admin. | divorced | secondary | no | 1,224 | yes | no | cellular | 12 | nov | 482 | 1 | 374 | 1 | success | yes |
34 | blue-collar | married | secondary | no | 320 | yes | no | cellular | 12 | nov | 413 | 1 | 92 | 3 | success | yes |
34 | technician | married | secondary | no | 1,026 | no | no | cellular | 12 | nov | 319 | 1 | 100 | 6 | failure | no |
66 | retired | married | secondary | no | 3,409 | no | no | cellular | 15 | nov | 414 | 2 | 27 | 6 | failure | no |
46 | blue-collar | married | secondary | no | 6,879 | no | no | cellular | 15 | nov | 74 | 2 | 118 | 3 | failure | no |
34 | technician | married | secondary | no | 133 | no | no | cellular | 15 | nov | 401 | 2 | 187 | 5 | success | yes |
70 | retired | married | primary | no | 324 | no | no | cellular | 15 | nov | 78 | 1 | 96 | 7 | success | no |
63 | retired | married | secondary | no | 1,495 | no | no | cellular | 16 | nov | 138 | 1 | 22 | 5 | success | no |
60 | services | married | tertiary | no | 4,256 | yes | no | cellular | 16 | nov | 200 | 1 | 92 | 4 | success | yes |
59 | unknown | married | unknown | no | 1,500 | no | no | cellular | 16 | nov | 280 | 1 | 104 | 2 | failure | no |
32 | services | single | secondary | no | 1,168 | yes | no | cellular | 16 | nov | 411 | 1 | -1 | 0 | unknown | yes |
29 | management | single | secondary | no | 703 | yes | no | cellular | 16 | nov | 236 | 1 | 550 | 2 | success | yes |
25 | services | single | secondary | no | 199 | no | no | cellular | 16 | nov | 173 | 1 | 92 | 5 | failure | no |
32 | blue-collar | married | secondary | no | 136 | no | no | cellular | 16 | nov | 206 | 1 | 188 | 3 | success | yes |
75 | retired | divorced | tertiary | no | 3,810 | yes | no | cellular | 16 | nov | 262 | 1 | 183 | 1 | failure | yes |
29 | management | single | tertiary | no | 765 | no | no | cellular | 16 | nov | 238 | 1 | -1 | 0 | unknown | yes |
28 | self-employed | single | tertiary | no | 159 | no | no | cellular | 16 | nov | 449 | 2 | 33 | 4 | success | yes |
59 | management | married | tertiary | no | 138 | yes | yes | cellular | 16 | nov | 162 | 2 | 187 | 5 | failure | no |
68 | retired | married | secondary | no | 1,146 | no | no | cellular | 16 | nov | 212 | 1 | 187 | 6 | success | yes |
25 | student | single | secondary | no | 358 | no | no | cellular | 16 | nov | 330 | 1 | -1 | 0 | unknown | yes |
36 | management | single | secondary | no | 1,511 | yes | no | cellular | 16 | nov | 270 | 1 | -1 | 0 | unknown | yes |
37 | management | married | tertiary | no | 1,428 | no | no | cellular | 16 | nov | 333 | 2 | -1 | 0 | unknown | no |
34 | blue-collar | single | secondary | no | 1,475 | yes | no | cellular | 16 | nov | 1,166 | 3 | 530 | 12 | other | no |