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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | admin. | married | secondary | no | 644 | no | yes | telephone | 22 | jul | 92 | 1 | -1 | 0 | unknown | 0no
|
43 | management | married | secondary | no | -26 | yes | no | unknown | 16 | may | 343 | 1 | -1 | 0 | unknown | 0no
|
27 | services | single | secondary | no | 3,354 | yes | no | cellular | 14 | may | 493 | 5 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 23 | no | no | cellular | 20 | aug | 216 | 3 | -1 | 0 | unknown | 0no
|
37 | admin. | married | secondary | no | 7 | yes | no | cellular | 27 | may | 224 | 7 | 105 | 1 | other | 0no
|
60 | admin. | married | secondary | no | 3,735 | no | no | cellular | 22 | dec | 190 | 1 | 188 | 9 | success | 1yes
|
51 | self-employed | married | unknown | no | 2,094 | no | no | cellular | 8 | jun | 458 | 6 | -1 | 0 | unknown | 1yes
|
44 | blue-collar | married | secondary | no | 508 | yes | no | cellular | 20 | apr | 222 | 1 | 154 | 1 | failure | 0no
|
48 | management | married | unknown | no | 0 | yes | no | cellular | 8 | may | 612 | 1 | 344 | 1 | other | 0no
|
57 | blue-collar | married | primary | no | 93 | yes | no | telephone | 17 | apr | 137 | 1 | -1 | 0 | unknown | 0no
|
29 | technician | single | tertiary | no | 0 | yes | no | unknown | 7 | may | 104 | 2 | -1 | 0 | unknown | 0no
|
50 | services | married | secondary | no | 26,394 | no | no | cellular | 25 | aug | 206 | 4 | -1 | 0 | unknown | 0no
|
36 | services | married | secondary | no | -11 | yes | no | cellular | 30 | jul | 172 | 28 | -1 | 0 | unknown | 0no
|
49 | technician | married | tertiary | no | 523 | yes | no | cellular | 3 | mar | 152 | 2 | -1 | 0 | unknown | 1yes
|
49 | technician | married | secondary | yes | -74 | yes | no | cellular | 19 | nov | 114 | 1 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 0 | no | no | cellular | 11 | jul | 89 | 1 | -1 | 0 | unknown | 0no
|
39 | technician | single | secondary | no | 122 | yes | no | unknown | 2 | jun | 158 | 1 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | primary | no | 351 | no | yes | cellular | 14 | jul | 326 | 11 | -1 | 0 | unknown | 0no
|
57 | self-employed | married | secondary | no | 35 | no | yes | unknown | 26 | jun | 215 | 3 | -1 | 0 | unknown | 0no
|
37 | technician | divorced | secondary | no | 2,610 | yes | no | cellular | 13 | may | 53 | 1 | -1 | 0 | unknown | 0no
|
25 | services | single | secondary | no | 64 | no | no | cellular | 21 | jul | 71 | 11 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | primary | no | 60 | no | no | cellular | 8 | may | 487 | 2 | 367 | 2 | other | 0no
|
37 | blue-collar | married | secondary | no | 342 | yes | no | cellular | 12 | may | 340 | 2 | 175 | 1 | failure | 0no
|
36 | blue-collar | single | tertiary | no | 1,830 | no | no | cellular | 14 | oct | 183 | 1 | 91 | 11 | failure | 0no
|
49 | management | divorced | tertiary | no | 1,904 | no | yes | cellular | 17 | nov | 131 | 2 | -1 | 0 | unknown | 0no
|
38 | management | single | tertiary | no | 16,957 | yes | no | telephone | 29 | jan | 208 | 1 | 247 | 2 | failure | 0no
|
39 | management | divorced | tertiary | no | 26 | no | no | unknown | 18 | jun | 311 | 5 | -1 | 0 | unknown | 0no
|
40 | management | married | tertiary | no | 0 | no | no | cellular | 10 | nov | 147 | 1 | 96 | 8 | success | 1yes
|
34 | admin. | married | secondary | no | 79 | yes | no | unknown | 23 | may | 83 | 1 | -1 | 0 | unknown | 0no
|
39 | blue-collar | married | primary | no | 2,303 | yes | no | unknown | 17 | jun | 775 | 3 | -1 | 0 | unknown | 1yes
|
53 | blue-collar | married | secondary | no | 65 | no | no | cellular | 28 | aug | 25 | 18 | -1 | 0 | unknown | 0no
|
44 | management | married | tertiary | no | 332 | yes | no | cellular | 23 | jul | 497 | 5 | -1 | 0 | unknown | 0no
|
32 | technician | divorced | secondary | no | -399 | yes | no | unknown | 2 | jun | 180 | 1 | -1 | 0 | unknown | 0no
|
50 | technician | divorced | secondary | no | -54 | yes | yes | cellular | 13 | may | 698 | 2 | 292 | 1 | failure | 1yes
|
29 | services | married | primary | no | -102 | no | no | unknown | 4 | jul | 134 | 1 | -1 | 0 | unknown | 0no
|
55 | unemployed | married | tertiary | no | 4,809 | yes | no | cellular | 21 | nov | 223 | 2 | 186 | 3 | other | 0no
|
73 | retired | married | primary | no | 279 | no | no | cellular | 28 | jan | 399 | 3 | -1 | 0 | unknown | 1yes
|
52 | technician | married | secondary | no | 11 | yes | no | unknown | 13 | may | 420 | 1 | -1 | 0 | unknown | 0no
|
49 | services | married | secondary | no | 2,201 | yes | no | unknown | 15 | may | 233 | 3 | -1 | 0 | unknown | 0no
|
63 | retired | married | primary | no | 8,044 | no | no | cellular | 12 | nov | 702 | 1 | -1 | 0 | unknown | 0no
|
34 | admin. | married | secondary | no | 2,374 | yes | no | cellular | 9 | nov | 161 | 1 | 209 | 2 | failure | 1yes
|
32 | admin. | single | secondary | no | 92 | yes | no | cellular | 18 | may | 110 | 1 | 315 | 2 | failure | 0no
|
49 | housemaid | married | tertiary | no | 443 | no | no | cellular | 8 | aug | 27 | 6 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | primary | no | 1,397 | yes | no | telephone | 12 | may | 58 | 2 | 334 | 1 | failure | 0no
|
53 | entrepreneur | married | unknown | no | 7 | no | no | cellular | 20 | nov | 68 | 1 | -1 | 0 | unknown | 0no
|
53 | technician | married | tertiary | no | 3,177 | no | no | cellular | 8 | aug | 92 | 2 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | primary | no | 232 | no | yes | cellular | 15 | may | 45 | 1 | -1 | 0 | unknown | 0no
|
35 | management | single | secondary | no | 81 | yes | no | cellular | 29 | jan | 79 | 1 | -1 | 0 | unknown | 0no
|
35 | services | single | secondary | no | 414 | yes | no | cellular | 20 | apr | 11 | 5 | 319 | 2 | other | 0no
|
25 | student | single | tertiary | no | 1,433 | yes | no | cellular | 15 | may | 520 | 1 | -1 | 0 | unknown | 0no
|
31 | technician | single | unknown | no | 187 | no | no | cellular | 17 | jul | 86 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 0 | no | no | cellular | 28 | aug | 16 | 16 | -1 | 0 | unknown | 0no
|
40 | housemaid | married | secondary | no | 4,610 | no | no | cellular | 14 | aug | 154 | 2 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | primary | no | 1,429 | yes | no | unknown | 14 | may | 91 | 1 | -1 | 0 | unknown | 0no
|
30 | services | single | secondary | no | 334 | no | no | cellular | 29 | jan | 389 | 2 | -1 | 0 | unknown | 0no
|
47 | services | married | secondary | no | 2 | no | yes | cellular | 21 | jul | 71 | 15 | -1 | 0 | unknown | 0no
|
23 | services | single | secondary | no | 500 | yes | no | unknown | 4 | jun | 111 | 3 | -1 | 0 | unknown | 0no
|
29 | technician | married | tertiary | no | 43 | yes | no | unknown | 20 | may | 68 | 2 | -1 | 0 | unknown | 0no
|
38 | technician | married | secondary | no | 4,030 | yes | no | cellular | 19 | nov | 75 | 2 | 177 | 5 | failure | 0no
|
56 | housemaid | married | primary | no | 306 | no | yes | cellular | 8 | jul | 212 | 1 | -1 | 0 | unknown | 0no
|
52 | admin. | married | secondary | no | 0 | no | no | cellular | 22 | apr | 91 | 2 | 275 | 1 | failure | 0no
|
55 | retired | married | secondary | no | 168 | no | no | cellular | 19 | aug | 79 | 2 | -1 | 0 | unknown | 0no
|
43 | entrepreneur | married | tertiary | no | 210 | no | no | cellular | 29 | jul | 646 | 2 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 518 | yes | no | cellular | 11 | may | 206 | 1 | -1 | 0 | unknown | 0no
|
43 | management | single | tertiary | no | 1,696 | yes | no | cellular | 26 | aug | 257 | 1 | 474 | 3 | failure | 1yes
|
55 | services | married | secondary | no | -31 | no | yes | cellular | 13 | aug | 81 | 2 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 856 | yes | no | cellular | 20 | apr | 470 | 1 | 150 | 5 | other | 0no
|
34 | management | single | tertiary | no | 318 | yes | no | unknown | 9 | may | 133 | 2 | -1 | 0 | unknown | 0no
|
43 | self-employed | married | tertiary | no | 64 | no | no | unknown | 6 | jun | 230 | 2 | -1 | 0 | unknown | 0no
|
39 | blue-collar | married | primary | no | 800 | yes | no | cellular | 19 | nov | 76 | 6 | -1 | 0 | unknown | 0no
|
39 | technician | single | unknown | no | 75 | no | no | unknown | 6 | jun | 26 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 347 | yes | no | cellular | 6 | feb | 154 | 2 | 197 | 6 | failure | 0no
|
55 | management | married | tertiary | no | 2,366 | yes | yes | cellular | 30 | jul | 94 | 4 | -1 | 0 | unknown | 0no
|
67 | retired | married | tertiary | no | 701 | no | no | cellular | 6 | aug | 254 | 2 | -1 | 0 | unknown | 1yes
|
34 | entrepreneur | married | tertiary | no | 475 | yes | yes | cellular | 9 | jul | 1,156 | 1 | -1 | 0 | unknown | 0no
|
47 | blue-collar | married | secondary | no | 3,285 | no | no | cellular | 31 | jul | 248 | 5 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | primary | no | 925 | no | no | cellular | 20 | nov | 884 | 3 | -1 | 0 | unknown | 0no
|
45 | entrepreneur | married | secondary | no | 128 | no | yes | cellular | 18 | nov | 275 | 2 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 1,587 | yes | no | cellular | 28 | jul | 200 | 2 | -1 | 0 | unknown | 0no
|
59 | technician | divorced | secondary | no | 879 | yes | no | unknown | 26 | may | 228 | 1 | -1 | 0 | unknown | 0no
|
33 | services | married | secondary | no | 478 | no | no | cellular | 30 | apr | 475 | 2 | -1 | 0 | unknown | 1yes
|
52 | technician | divorced | secondary | no | 280 | no | no | cellular | 14 | jul | 393 | 5 | -1 | 0 | unknown | 0no
|
53 | blue-collar | married | primary | no | 1,868 | no | no | cellular | 8 | aug | 156 | 4 | -1 | 0 | unknown | 0no
|
41 | unemployed | married | primary | no | 819 | no | no | cellular | 9 | feb | 244 | 3 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | secondary | no | 4,646 | yes | no | unknown | 13 | may | 118 | 1 | -1 | 0 | unknown | 0no
|
60 | self-employed | single | secondary | no | 27 | no | no | cellular | 22 | aug | 40 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 736 | yes | no | unknown | 23 | may | 700 | 3 | -1 | 0 | unknown | 0no
|
28 | management | single | tertiary | no | 224 | yes | no | cellular | 2 | feb | 97 | 3 | -1 | 0 | unknown | 0no
|
31 | technician | single | secondary | no | 2,544 | no | no | cellular | 15 | jul | 252 | 1 | 184 | 3 | success | 1yes
|
53 | blue-collar | married | secondary | no | 427 | no | yes | cellular | 14 | aug | 360 | 4 | -1 | 0 | unknown | 0no
|
58 | management | married | tertiary | no | 2,764 | no | no | cellular | 17 | nov | 235 | 1 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | secondary | no | 376 | yes | no | unknown | 7 | may | 1,521 | 1 | -1 | 0 | unknown | 0no
|
46 | management | married | tertiary | no | 523 | yes | no | cellular | 6 | may | 105 | 4 | 366 | 2 | failure | 0no
|
53 | entrepreneur | married | tertiary | no | 71 | no | yes | cellular | 29 | jan | 86 | 1 | -1 | 0 | unknown | 0no
|
56 | retired | married | secondary | no | 3,948 | no | no | cellular | 3 | apr | 484 | 1 | 135 | 3 | failure | 0no
|
52 | services | single | secondary | no | 1,810 | no | no | telephone | 19 | nov | 117 | 1 | -1 | 0 | unknown | 0no
|
38 | technician | married | secondary | no | 994 | no | no | unknown | 9 | jun | 119 | 1 | -1 | 0 | unknown | 0no
|
37 | services | married | primary | no | 52 | yes | no | unknown | 7 | may | 359 | 1 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | primary | no | 11 | no | no | telephone | 30 | jul | 109 | 8 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | yes | 0 | no | no | unknown | 18 | jun | 236 | 1 | -1 | 0 | unknown | 0no
|