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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28 | admin. | single | unknown | no | 174 | no | no | cellular | 28 | sep | 184 | 1 | -1 | 0 | unknown | no |
34 | admin. | single | secondary | no | 43 | yes | no | unknown | 28 | sep | 6 | 1 | -1 | 0 | unknown | no |
69 | admin. | married | secondary | no | 813 | no | no | telephone | 28 | sep | 237 | 2 | -1 | 0 | unknown | no |
38 | services | married | secondary | no | 2,678 | no | no | cellular | 28 | sep | 282 | 2 | 187 | 1 | success | yes |
48 | management | single | tertiary | no | 334 | yes | no | cellular | 28 | sep | 600 | 2 | 92 | 12 | success | yes |
35 | management | married | secondary | no | 683 | no | no | unknown | 29 | sep | 13 | 1 | -1 | 0 | unknown | no |
32 | management | single | tertiary | no | 414 | no | no | unknown | 29 | sep | 21 | 1 | 680 | 5 | failure | no |
31 | management | married | unknown | no | 385 | no | no | cellular | 29 | sep | 242 | 2 | 491 | 4 | failure | no |
48 | management | divorced | tertiary | no | -130 | yes | no | cellular | 29 | sep | 110 | 2 | 61 | 9 | failure | no |
39 | technician | married | tertiary | no | 386 | no | no | cellular | 29 | sep | 201 | 2 | -1 | 0 | unknown | no |
61 | retired | married | secondary | no | 11 | no | no | cellular | 29 | sep | 232 | 1 | 92 | 3 | success | yes |
67 | retired | married | primary | no | 4,416 | no | no | cellular | 29 | sep | 245 | 3 | -1 | 0 | unknown | yes |
28 | management | single | tertiary | no | 390 | no | no | cellular | 29 | sep | 845 | 1 | 232 | 4 | success | yes |
29 | services | single | secondary | no | 1,934 | no | no | cellular | 29 | sep | 271 | 1 | -1 | 0 | unknown | yes |
43 | blue-collar | married | secondary | no | 625 | yes | no | unknown | 30 | sep | 175 | 1 | -1 | 0 | unknown | no |
27 | management | single | tertiary | no | 1,377 | no | no | unknown | 30 | sep | 6 | 1 | -1 | 0 | unknown | no |
34 | technician | single | secondary | no | 3,311 | no | no | cellular | 1 | oct | 197 | 2 | -1 | 0 | unknown | no |
60 | admin. | married | secondary | no | 4,348 | yes | no | cellular | 1 | oct | 131 | 2 | 98 | 12 | other | no |
35 | admin. | married | tertiary | no | 318 | yes | yes | cellular | 1 | oct | 142 | 1 | -1 | 0 | unknown | no |
37 | blue-collar | married | unknown | no | 444 | no | no | cellular | 1 | oct | 143 | 1 | 94 | 9 | other | no |
58 | unemployed | married | tertiary | no | 1,333 | no | no | cellular | 1 | oct | 278 | 1 | -1 | 0 | unknown | no |
42 | technician | married | secondary | no | 2,152 | no | no | cellular | 1 | oct | 161 | 1 | 92 | 6 | failure | no |
54 | blue-collar | single | secondary | no | 1,633 | yes | no | unknown | 4 | oct | 12 | 1 | -1 | 0 | unknown | no |
31 | technician | married | secondary | no | 439 | no | no | unknown | 4 | oct | 5 | 1 | -1 | 0 | unknown | no |
35 | blue-collar | married | secondary | no | 137 | no | yes | unknown | 4 | oct | 5 | 1 | 808 | 12 | failure | no |
21 | technician | single | secondary | no | 519 | no | no | unknown | 4 | oct | 5 | 1 | -1 | 0 | unknown | no |
34 | blue-collar | married | tertiary | no | 20 | no | no | unknown | 4 | oct | 10 | 1 | -1 | 0 | unknown | no |
21 | student | single | secondary | no | 57 | no | no | unknown | 4 | oct | 9 | 1 | -1 | 0 | unknown | no |
49 | management | married | tertiary | no | 2,037 | no | no | unknown | 5 | oct | 10 | 1 | -1 | 0 | unknown | no |
30 | services | single | tertiary | no | 21 | no | no | unknown | 5 | oct | 4 | 1 | -1 | 0 | unknown | no |
34 | admin. | single | secondary | no | 239 | no | no | unknown | 5 | oct | 6 | 1 | -1 | 0 | unknown | no |
31 | student | single | secondary | no | 3,511 | no | no | cellular | 6 | oct | 311 | 1 | 96 | 1 | success | yes |
71 | retired | married | secondary | no | 1,696 | no | no | cellular | 6 | oct | 486 | 1 | -1 | 0 | unknown | yes |
33 | self-employed | married | tertiary | no | 1,278 | no | no | cellular | 6 | oct | 649 | 1 | -1 | 0 | unknown | yes |
47 | self-employed | married | tertiary | no | 1,011 | no | no | cellular | 6 | oct | 808 | 1 | -1 | 0 | unknown | yes |
39 | management | married | tertiary | no | 2,939 | no | no | cellular | 6 | oct | 608 | 1 | 99 | 3 | failure | yes |
27 | technician | single | secondary | no | 927 | no | no | cellular | 6 | oct | 261 | 1 | -1 | 0 | unknown | no |
26 | unemployed | single | tertiary | no | 3,466 | no | no | cellular | 6 | oct | 275 | 2 | -1 | 0 | unknown | yes |
47 | housemaid | single | tertiary | no | 3,232 | no | no | telephone | 6 | oct | 541 | 1 | 204 | 3 | failure | no |
79 | retired | divorced | primary | no | 336 | no | no | cellular | 6 | oct | 386 | 1 | 184 | 1 | other | no |
22 | admin. | single | secondary | no | 372 | no | no | cellular | 6 | oct | 218 | 1 | -1 | 0 | unknown | yes |
34 | management | single | tertiary | no | 549 | no | no | cellular | 6 | oct | 1,246 | 2 | -1 | 0 | unknown | yes |
26 | management | single | tertiary | no | 1,592 | no | no | cellular | 6 | oct | 604 | 2 | 485 | 5 | other | no |
40 | housemaid | married | tertiary | no | 0 | no | no | unknown | 6 | oct | 6 | 1 | -1 | 0 | unknown | no |
24 | technician | single | tertiary | no | 368 | no | no | cellular | 7 | oct | 197 | 2 | -1 | 0 | unknown | no |
60 | retired | married | secondary | no | 7,038 | no | no | telephone | 7 | oct | 138 | 4 | -1 | 0 | unknown | no |
28 | management | single | tertiary | no | 616 | yes | no | cellular | 7 | oct | 116 | 1 | 503 | 2 | success | no |
55 | admin. | divorced | secondary | no | 0 | yes | yes | cellular | 7 | oct | 122 | 1 | 245 | 4 | failure | no |
26 | student | single | secondary | no | 706 | no | no | unknown | 8 | oct | 118 | 1 | 105 | 2 | other | no |
36 | admin. | single | tertiary | no | 5,007 | yes | no | cellular | 8 | oct | 135 | 3 | 331 | 4 | failure | no |
32 | student | single | secondary | no | 1,102 | no | no | telephone | 8 | oct | 194 | 1 | -1 | 0 | unknown | yes |
48 | services | divorced | unknown | no | 973 | no | no | cellular | 8 | oct | 319 | 1 | 134 | 2 | success | yes |
73 | retired | married | secondary | no | 2,850 | no | no | cellular | 8 | oct | 512 | 1 | 144 | 7 | failure | no |
38 | admin. | married | secondary | no | 5,270 | no | no | cellular | 8 | oct | 163 | 1 | 91 | 12 | other | no |
32 | management | married | tertiary | no | 927 | no | no | cellular | 8 | oct | 282 | 1 | -1 | 0 | unknown | no |
51 | management | married | tertiary | no | 5,108 | yes | no | cellular | 8 | oct | 272 | 1 | 102 | 8 | other | no |
29 | unemployed | married | secondary | no | 687 | no | no | cellular | 8 | oct | 309 | 2 | 88 | 6 | other | no |
32 | management | single | tertiary | no | 3,289 | no | no | cellular | 8 | oct | 375 | 2 | 179 | 2 | failure | no |
32 | technician | single | unknown | no | 491 | no | no | cellular | 8 | oct | 251 | 2 | 91 | 7 | success | yes |
36 | technician | single | secondary | no | 966 | no | no | cellular | 8 | oct | 135 | 2 | 91 | 13 | failure | no |
58 | admin. | divorced | secondary | no | 3,337 | yes | no | telephone | 8 | oct | 369 | 2 | 690 | 3 | failure | yes |
48 | admin. | married | secondary | no | 368 | no | no | cellular | 8 | oct | 363 | 2 | 140 | 7 | success | yes |
34 | admin. | married | secondary | no | 247 | no | no | cellular | 8 | oct | 401 | 2 | -1 | 0 | unknown | yes |
37 | blue-collar | married | secondary | no | 1,403 | no | no | unknown | 9 | oct | 14 | 1 | -1 | 0 | unknown | no |
21 | blue-collar | single | primary | no | -42 | no | no | unknown | 10 | oct | 5 | 1 | -1 | 0 | unknown | no |
36 | management | single | tertiary | no | 335 | no | no | unknown | 10 | oct | 5 | 1 | 772 | 4 | failure | no |
28 | services | single | secondary | no | 1,347 | no | no | telephone | 11 | oct | 317 | 2 | 108 | 14 | other | no |
70 | retired | divorced | secondary | no | 4,572 | no | no | cellular | 11 | oct | 115 | 2 | 95 | 16 | failure | no |
27 | student | single | tertiary | no | 838 | no | no | cellular | 11 | oct | 162 | 1 | -1 | 0 | unknown | no |
51 | entrepreneur | divorced | tertiary | no | 315 | no | no | cellular | 11 | oct | 291 | 1 | 91 | 4 | failure | no |
28 | unknown | single | unknown | no | 326 | no | no | cellular | 11 | oct | 450 | 1 | 231 | 1 | success | yes |
48 | admin. | married | secondary | no | 0 | no | yes | cellular | 11 | oct | 195 | 1 | 104 | 5 | failure | no |
36 | technician | single | secondary | no | 12,264 | no | no | cellular | 11 | oct | 285 | 1 | 182 | 2 | success | yes |
67 | retired | married | secondary | no | 203 | no | no | cellular | 11 | oct | 405 | 1 | 266 | 2 | success | yes |
39 | management | married | tertiary | no | 839 | no | yes | cellular | 11 | oct | 365 | 2 | 774 | 11 | failure | no |
30 | management | single | tertiary | no | 502 | no | no | cellular | 11 | oct | 463 | 3 | 95 | 6 | success | yes |
62 | retired | married | secondary | no | 2,917 | no | no | cellular | 11 | oct | 123 | 2 | 182 | 2 | failure | no |
27 | admin. | married | tertiary | no | 346 | no | no | cellular | 11 | oct | 212 | 1 | -1 | 0 | unknown | yes |
58 | admin. | married | secondary | no | 3,927 | no | no | cellular | 11 | oct | 124 | 3 | 363 | 1 | failure | no |
24 | student | single | secondary | no | 1,809 | no | no | cellular | 11 | oct | 165 | 1 | 95 | 2 | success | yes |
32 | admin. | married | secondary | no | 1,229 | no | no | cellular | 11 | oct | 485 | 1 | 182 | 1 | success | no |
52 | technician | married | secondary | no | 553 | yes | no | telephone | 11 | oct | 160 | 1 | -1 | 0 | unknown | no |
46 | admin. | married | secondary | no | 171 | yes | yes | cellular | 11 | oct | 251 | 1 | 430 | 1 | failure | no |
35 | blue-collar | divorced | unknown | no | 172 | no | no | unknown | 11 | oct | 4 | 1 | 381 | 2 | other | no |
33 | management | single | tertiary | no | 816 | yes | no | cellular | 11 | oct | 383 | 2 | 503 | 2 | failure | yes |
29 | admin. | married | secondary | no | 535 | no | no | cellular | 11 | oct | 185 | 2 | -1 | 0 | unknown | no |
51 | retired | married | secondary | no | 0 | yes | no | cellular | 11 | oct | 146 | 4 | -1 | 0 | unknown | no |
42 | management | married | tertiary | no | 298 | no | no | cellular | 11 | oct | 137 | 3 | 95 | 10 | failure | no |
27 | unemployed | single | primary | no | 93 | no | no | unknown | 11 | oct | 4 | 1 | -1 | 0 | unknown | no |
59 | retired | divorced | primary | no | 606 | no | no | unknown | 12 | oct | 54 | 1 | 526 | 2 | failure | no |
31 | management | married | tertiary | no | 4,328 | no | no | cellular | 12 | oct | 203 | 4 | 165 | 14 | success | yes |
25 | blue-collar | single | secondary | no | 1,857 | yes | no | cellular | 12 | oct | 187 | 1 | 91 | 12 | success | yes |
38 | management | married | tertiary | no | 1,257 | no | no | cellular | 12 | oct | 166 | 1 | -1 | 0 | unknown | no |
43 | admin. | single | secondary | no | 386 | no | no | cellular | 12 | oct | 242 | 1 | 92 | 4 | success | no |
27 | student | single | secondary | no | 279 | no | no | cellular | 12 | oct | 323 | 1 | -1 | 0 | unknown | yes |
25 | admin. | single | tertiary | no | 2,916 | no | no | cellular | 12 | oct | 143 | 1 | -1 | 0 | unknown | no |
75 | retired | divorced | secondary | no | 1,092 | no | no | telephone | 12 | oct | 250 | 1 | 431 | 2 | failure | no |
33 | self-employed | single | tertiary | no | 658 | yes | no | cellular | 12 | oct | 146 | 2 | 183 | 3 | failure | no |
33 | management | single | tertiary | no | 131 | yes | no | cellular | 12 | oct | 209 | 3 | 427 | 2 | failure | yes |
63 | management | married | tertiary | no | 0 | no | no | cellular | 12 | oct | 130 | 2 | 182 | 6 | failure | no |