age
int64 19
87
| job
stringclasses 12
values | marital
stringclasses 3
values | education
stringclasses 4
values | default
stringclasses 2
values | balance
int64 -3,313
71.2k
| housing
stringclasses 2
values | loan
stringclasses 2
values | contact
stringclasses 3
values | day
int64 1
31
| month
stringclasses 12
values | duration
int64 4
3.03k
| campaign
int64 1
50
| pdays
int64 -1
871
| previous
int64 0
25
| poutcome
stringclasses 4
values | y
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 | student | single | unknown | no | 3,298 | yes | no | unknown | 28 | may | 227 | 1 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 764 | no | no | cellular | 12 | aug | 219 | 4 | -1 | 0 | unknown | 0no
|
79 | retired | married | primary | no | 8,556 | no | no | telephone | 18 | jan | 326 | 2 | 272 | 2 | success | 1yes
|
32 | blue-collar | married | secondary | no | 3,514 | yes | no | unknown | 20 | may | 226 | 2 | -1 | 0 | unknown | 0no
|
33 | services | married | primary | no | 0 | yes | no | cellular | 18 | jul | 351 | 2 | -1 | 0 | unknown | 0no
|
77 | retired | married | primary | no | 680 | no | no | telephone | 27 | nov | 341 | 4 | 94 | 3 | failure | 0no
|
60 | housemaid | married | primary | no | 0 | no | yes | telephone | 22 | jul | 124 | 1 | -1 | 0 | unknown | 0no
|
54 | management | married | tertiary | no | 2,819 | no | no | cellular | 7 | aug | 123 | 3 | -1 | 0 | unknown | 0no
|
30 | blue-collar | married | primary | no | -518 | yes | yes | unknown | 28 | may | 244 | 6 | -1 | 0 | unknown | 0no
|
50 | services | married | secondary | no | 60 | no | yes | cellular | 27 | aug | 151 | 8 | -1 | 0 | unknown | 0no
|
50 | management | married | secondary | no | 732 | no | no | cellular | 7 | apr | 736 | 7 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | no | 2,707 | yes | no | telephone | 16 | jul | 109 | 1 | -1 | 0 | unknown | 0no
|
41 | technician | married | tertiary | no | 177 | yes | no | telephone | 11 | jul | 117 | 2 | -1 | 0 | unknown | 0no
|
49 | admin. | married | secondary | no | 13,229 | no | yes | telephone | 8 | jul | 77 | 2 | -1 | 0 | unknown | 0no
|
41 | blue-collar | married | primary | no | -204 | yes | yes | unknown | 6 | jun | 42 | 1 | -1 | 0 | unknown | 0no
|
40 | technician | married | secondary | no | 990 | yes | no | cellular | 6 | feb | 252 | 3 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | secondary | no | 648 | yes | no | unknown | 3 | jun | 179 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | 50 | no | no | cellular | 11 | aug | 106 | 3 | -1 | 0 | unknown | 0no
|
49 | entrepreneur | married | secondary | no | 1,916 | no | yes | telephone | 14 | jul | 281 | 3 | -1 | 0 | unknown | 0no
|
72 | retired | married | primary | no | 763 | no | no | cellular | 24 | apr | 384 | 2 | -1 | 0 | unknown | 1yes
|
34 | blue-collar | married | secondary | no | 470 | yes | yes | cellular | 20 | apr | 217 | 1 | -1 | 0 | unknown | 0no
|
31 | technician | married | secondary | no | 0 | no | yes | cellular | 19 | aug | 144 | 4 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | secondary | no | 5,739 | yes | yes | cellular | 21 | nov | 374 | 1 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 0 | no | no | unknown | 14 | may | 298 | 1 | -1 | 0 | unknown | 0no
|
55 | management | married | tertiary | no | -375 | no | no | cellular | 30 | jul | 814 | 2 | -1 | 0 | unknown | 1yes
|
25 | unemployed | married | secondary | no | 157 | yes | no | cellular | 28 | jul | 33 | 31 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 1,518 | yes | no | cellular | 20 | nov | 128 | 2 | -1 | 0 | unknown | 0no
|
53 | management | married | tertiary | no | 1,343 | no | no | cellular | 5 | aug | 129 | 4 | -1 | 0 | unknown | 0no
|
39 | management | single | tertiary | yes | -401 | yes | no | cellular | 19 | aug | 274 | 4 | -1 | 0 | unknown | 0no
|
41 | management | married | primary | no | 5,310 | yes | no | cellular | 17 | nov | 984 | 1 | -1 | 0 | unknown | 1yes
|
32 | blue-collar | single | secondary | no | 2,285 | yes | no | unknown | 14 | may | 413 | 2 | -1 | 0 | unknown | 0no
|
29 | admin. | married | secondary | no | 22,171 | yes | no | cellular | 18 | may | 44 | 1 | 355 | 3 | failure | 0no
|
56 | management | married | tertiary | no | 856 | yes | yes | cellular | 4 | feb | 70 | 4 | 7 | 7 | other | 0no
|
19 | student | single | unknown | no | 1,169 | no | no | cellular | 6 | feb | 463 | 18 | -1 | 0 | unknown | 0no
|
39 | management | single | tertiary | no | 3,797 | no | no | cellular | 2 | jun | 96 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | single | secondary | no | 53 | yes | no | cellular | 18 | nov | 276 | 1 | 195 | 1 | failure | 0no
|
43 | blue-collar | married | primary | no | 2,519 | yes | no | cellular | 16 | apr | 257 | 2 | 146 | 9 | other | 0no
|
32 | entrepreneur | married | primary | no | 795 | no | no | cellular | 8 | aug | 131 | 3 | -1 | 0 | unknown | 0no
|
53 | admin. | divorced | secondary | no | 0 | yes | yes | cellular | 30 | apr | 586 | 2 | -1 | 0 | unknown | 0no
|
52 | blue-collar | married | secondary | no | 2,087 | yes | no | cellular | 31 | aug | 267 | 1 | 474 | 1 | failure | 1yes
|
43 | technician | single | secondary | no | 34 | no | no | telephone | 30 | jul | 29 | 1 | -1 | 0 | unknown | 0no
|
48 | technician | married | secondary | no | 5 | no | no | unknown | 9 | jun | 65 | 6 | -1 | 0 | unknown | 0no
|
27 | technician | single | secondary | no | 15 | yes | no | cellular | 25 | jul | 67 | 3 | -1 | 0 | unknown | 0no
|
27 | management | single | tertiary | no | 390 | no | no | cellular | 28 | oct | 190 | 1 | 82 | 1 | success | 0no
|
51 | management | married | unknown | no | 712 | no | no | cellular | 13 | aug | 287 | 2 | -1 | 0 | unknown | 0no
|
39 | admin. | single | tertiary | no | 2,600 | yes | no | unknown | 17 | jun | 77 | 1 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | -241 | yes | yes | unknown | 27 | may | 169 | 1 | -1 | 0 | unknown | 0no
|
50 | blue-collar | divorced | primary | no | 1,545 | yes | no | cellular | 20 | nov | 25 | 1 | -1 | 0 | unknown | 0no
|
59 | retired | divorced | secondary | no | 1,026 | no | no | unknown | 5 | nov | 669 | 1 | -1 | 0 | unknown | 1yes
|
58 | housemaid | married | primary | no | 435 | yes | no | telephone | 28 | jul | 122 | 6 | -1 | 0 | unknown | 0no
|
54 | technician | married | tertiary | no | 876 | no | no | cellular | 27 | oct | 269 | 3 | 541 | 3 | success | 1yes
|
60 | blue-collar | married | secondary | no | 1,801 | no | no | telephone | 29 | oct | 167 | 1 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | 2,278 | yes | yes | cellular | 13 | may | 244 | 1 | -1 | 0 | unknown | 0no
|
39 | blue-collar | married | unknown | no | 157 | yes | no | unknown | 30 | may | 99 | 6 | -1 | 0 | unknown | 0no
|
40 | admin. | married | secondary | no | 1,327 | yes | yes | unknown | 26 | may | 76 | 2 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | primary | no | 284 | no | yes | telephone | 14 | jul | 252 | 4 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 495 | no | no | cellular | 12 | mar | 213 | 3 | 182 | 6 | success | 1yes
|
31 | admin. | single | secondary | no | 1,588 | yes | no | unknown | 3 | jun | 14 | 1 | -1 | 0 | unknown | 0no
|
38 | services | married | secondary | no | 0 | yes | no | telephone | 28 | jul | 121 | 2 | -1 | 0 | unknown | 0no
|
52 | management | married | secondary | no | 428 | yes | no | unknown | 30 | may | 153 | 1 | -1 | 0 | unknown | 0no
|
45 | admin. | married | primary | no | 542 | no | no | cellular | 11 | may | 8 | 5 | 350 | 3 | other | 0no
|
32 | blue-collar | married | primary | no | 66 | no | no | cellular | 19 | nov | 244 | 1 | -1 | 0 | unknown | 0no
|
58 | blue-collar | divorced | secondary | no | 314 | no | no | unknown | 25 | jun | 67 | 2 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 24 | yes | no | cellular | 8 | apr | 169 | 1 | 231 | 2 | failure | 0no
|
36 | management | single | tertiary | no | 613 | no | no | cellular | 7 | aug | 86 | 2 | -1 | 0 | unknown | 0no
|
55 | retired | married | secondary | no | 1,467 | no | yes | cellular | 29 | jul | 277 | 2 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | secondary | no | 192 | yes | no | cellular | 13 | may | 154 | 5 | 176 | 1 | other | 0no
|
49 | management | married | secondary | no | 321 | no | no | unknown | 9 | jun | 135 | 3 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | secondary | no | 788 | yes | no | cellular | 17 | apr | 392 | 1 | -1 | 0 | unknown | 0no
|
37 | blue-collar | divorced | secondary | no | 48 | yes | no | unknown | 8 | may | 133 | 2 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | secondary | no | 262 | no | no | cellular | 2 | jul | 96 | 2 | 109 | 4 | success | 0no
|
36 | blue-collar | married | secondary | no | 4,438 | yes | no | unknown | 20 | may | 446 | 1 | -1 | 0 | unknown | 1yes
|
44 | services | single | secondary | no | 5,045 | yes | no | cellular | 21 | nov | 20 | 6 | 175 | 15 | other | 0no
|
32 | blue-collar | single | tertiary | no | 3,014 | yes | no | cellular | 7 | may | 291 | 2 | -1 | 0 | unknown | 0no
|
56 | management | married | tertiary | no | 21,664 | no | no | unknown | 17 | jun | 214 | 8 | -1 | 0 | unknown | 0no
|
32 | management | married | tertiary | no | 5,878 | no | no | cellular | 19 | aug | 159 | 2 | -1 | 0 | unknown | 0no
|
35 | entrepreneur | married | tertiary | no | 2,723 | yes | yes | cellular | 8 | aug | 275 | 4 | -1 | 0 | unknown | 0no
|
44 | management | married | secondary | no | 576 | yes | no | unknown | 8 | may | 128 | 3 | -1 | 0 | unknown | 0no
|
59 | entrepreneur | married | primary | no | 0 | no | no | telephone | 19 | nov | 207 | 2 | 153 | 1 | failure | 0no
|
31 | blue-collar | single | tertiary | no | 2,197 | yes | no | unknown | 23 | may | 146 | 3 | -1 | 0 | unknown | 0no
|
60 | blue-collar | married | unknown | no | 104 | yes | no | unknown | 5 | may | 22 | 1 | -1 | 0 | unknown | 0no
|
33 | technician | single | secondary | no | 1,279 | yes | no | cellular | 18 | may | 239 | 2 | 349 | 3 | success | 0no
|
45 | admin. | married | secondary | no | 295 | yes | no | cellular | 23 | jul | 92 | 1 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | primary | no | 2,128 | yes | no | unknown | 19 | may | 149 | 4 | -1 | 0 | unknown | 0no
|
57 | admin. | married | secondary | no | 367 | no | no | telephone | 16 | nov | 107 | 2 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 1,477 | no | no | cellular | 7 | aug | 71 | 2 | -1 | 0 | unknown | 0no
|
30 | blue-collar | single | primary | no | 71 | yes | no | unknown | 19 | may | 122 | 6 | -1 | 0 | unknown | 0no
|
30 | admin. | single | secondary | no | 127 | yes | no | cellular | 18 | may | 16 | 6 | 368 | 1 | other | 0no
|
59 | unemployed | divorced | secondary | no | 2,921 | no | no | telephone | 3 | feb | 251 | 1 | -1 | 0 | unknown | 0no
|
58 | management | married | tertiary | no | 16,264 | no | no | telephone | 17 | nov | 215 | 3 | -1 | 0 | unknown | 0no
|
49 | retired | married | primary | no | 1,672 | no | no | cellular | 17 | jul | 128 | 3 | -1 | 0 | unknown | 0no
|
48 | technician | married | tertiary | no | 9,207 | no | no | cellular | 18 | aug | 445 | 3 | -1 | 0 | unknown | 0no
|
28 | technician | single | tertiary | no | 356 | no | no | cellular | 2 | mar | 76 | 2 | -1 | 0 | unknown | 0no
|
59 | management | divorced | primary | no | 133 | yes | no | cellular | 9 | jul | 206 | 1 | -1 | 0 | unknown | 0no
|
40 | management | married | tertiary | no | 1,217 | yes | yes | cellular | 18 | nov | 155 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | divorced | secondary | no | 202 | yes | no | cellular | 4 | feb | 429 | 1 | 201 | 1 | failure | 0no
|
58 | blue-collar | married | secondary | no | 590 | no | yes | unknown | 5 | jun | 133 | 1 | -1 | 0 | unknown | 0no
|
28 | self-employed | single | tertiary | no | 442 | no | no | cellular | 19 | jun | 474 | 3 | 95 | 3 | other | 1yes
|
27 | technician | single | tertiary | no | 808 | yes | no | cellular | 15 | may | 578 | 1 | 364 | 1 | other | 0no
|
38 | management | single | tertiary | no | 427 | yes | no | cellular | 6 | may | 17 | 3 | 169 | 2 | failure | 0no
|