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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | self-employed | married | secondary | no | 104 | no | no | unknown | 17 | jun | 332 | 1 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 1,750 | yes | no | telephone | 14 | may | 90 | 3 | -1 | 0 | unknown | 0no
|
56 | management | married | primary | no | 772 | yes | no | telephone | 20 | nov | 291 | 1 | -1 | 0 | unknown | 0no
|
42 | technician | married | secondary | no | 1,048 | yes | no | telephone | 6 | feb | 23 | 2 | -1 | 0 | unknown | 0no
|
52 | entrepreneur | married | primary | no | 592 | no | no | cellular | 21 | jul | 122 | 2 | -1 | 0 | unknown | 0no
|
40 | technician | married | secondary | no | 0 | yes | yes | cellular | 26 | jul | 105 | 2 | 172 | 1 | failure | 0no
|
36 | services | married | secondary | no | 3,064 | yes | no | telephone | 11 | may | 1,143 | 4 | -1 | 0 | unknown | 0no
|
40 | services | married | primary | no | 33 | no | no | unknown | 26 | may | 70 | 3 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | secondary | no | 0 | yes | no | cellular | 8 | may | 264 | 2 | -1 | 0 | unknown | 0no
|
32 | admin. | single | secondary | no | 1,649 | no | no | cellular | 27 | may | 204 | 2 | -1 | 0 | unknown | 0no
|
31 | housemaid | single | tertiary | no | 287 | yes | no | cellular | 19 | nov | 182 | 1 | -1 | 0 | unknown | 0no
|
41 | technician | divorced | secondary | no | 0 | yes | no | cellular | 17 | nov | 386 | 2 | -1 | 0 | unknown | 0no
|
58 | housemaid | married | primary | no | 419 | no | yes | unknown | 5 | jun | 295 | 3 | -1 | 0 | unknown | 0no
|
36 | services | married | secondary | no | 257 | yes | no | cellular | 12 | may | 86 | 2 | -1 | 0 | unknown | 0no
|
52 | technician | married | secondary | no | 118 | no | no | cellular | 28 | aug | 16 | 20 | -1 | 0 | unknown | 0no
|
42 | management | married | tertiary | no | 251 | no | no | cellular | 20 | aug | 413 | 2 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 1,731 | yes | yes | unknown | 29 | may | 323 | 3 | -1 | 0 | unknown | 0no
|
62 | management | married | tertiary | no | 0 | no | no | cellular | 13 | oct | 78 | 3 | -1 | 0 | unknown | 0no
|
31 | technician | single | tertiary | no | 23 | no | no | cellular | 25 | aug | 121 | 3 | -1 | 0 | unknown | 0no
|
41 | blue-collar | single | secondary | yes | -386 | no | yes | cellular | 20 | nov | 477 | 1 | -1 | 0 | unknown | 1yes
|
34 | self-employed | married | tertiary | no | 5,498 | no | no | cellular | 19 | nov | 265 | 1 | -1 | 0 | unknown | 0no
|
44 | management | single | tertiary | no | 5,063 | no | no | cellular | 27 | oct | 418 | 2 | -1 | 0 | unknown | 1yes
|
42 | blue-collar | married | primary | no | 7,041 | yes | no | cellular | 28 | jul | 386 | 4 | -1 | 0 | unknown | 0no
|
37 | entrepreneur | single | secondary | no | 654 | no | no | unknown | 19 | may | 594 | 2 | -1 | 0 | unknown | 0no
|
47 | management | married | tertiary | no | 1,890 | no | no | cellular | 8 | jul | 161 | 1 | -1 | 0 | unknown | 0no
|
32 | unemployed | married | secondary | no | 2,400 | yes | yes | cellular | 5 | feb | 450 | 3 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | secondary | no | 519 | yes | no | cellular | 25 | aug | 217 | 6 | -1 | 0 | unknown | 0no
|
39 | technician | single | tertiary | no | 1,190 | no | no | cellular | 8 | aug | 136 | 1 | -1 | 0 | unknown | 0no
|
28 | services | single | secondary | no | 229 | yes | no | unknown | 9 | may | 322 | 1 | -1 | 0 | unknown | 0no
|
26 | student | single | secondary | no | 203 | no | no | cellular | 16 | nov | 104 | 1 | 196 | 1 | failure | 0no
|
52 | technician | married | secondary | no | 1,818 | no | yes | cellular | 17 | nov | 189 | 2 | 111 | 4 | failure | 0no
|
42 | unemployed | married | secondary | no | 1,289 | no | no | cellular | 15 | jul | 250 | 4 | 415 | 2 | failure | 1yes
|
33 | technician | divorced | tertiary | no | 39 | no | no | cellular | 19 | aug | 123 | 5 | -1 | 0 | unknown | 0no
|
73 | retired | married | primary | no | 796 | no | no | cellular | 23 | oct | 427 | 1 | 182 | 2 | failure | 1yes
|
35 | admin. | single | secondary | no | 57 | no | yes | cellular | 8 | jul | 632 | 2 | -1 | 0 | unknown | 0no
|
40 | management | married | tertiary | no | 1,548 | yes | no | cellular | 13 | apr | 101 | 3 | -1 | 0 | unknown | 0no
|
51 | technician | married | secondary | no | 117 | no | no | cellular | 24 | aug | 467 | 2 | 88 | 4 | other | 1yes
|
37 | admin. | single | secondary | no | 0 | yes | no | cellular | 16 | apr | 640 | 2 | -1 | 0 | unknown | 0no
|
39 | management | married | tertiary | no | 691 | yes | yes | cellular | 16 | apr | 517 | 1 | 255 | 1 | failure | 0no
|
28 | blue-collar | married | secondary | no | 64 | yes | no | unknown | 13 | may | 160 | 3 | -1 | 0 | unknown | 0no
|
49 | technician | divorced | tertiary | no | 0 | yes | no | cellular | 12 | jun | 177 | 3 | -1 | 0 | unknown | 0no
|
36 | admin. | married | secondary | no | 957 | yes | no | unknown | 21 | may | 206 | 1 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 118 | yes | no | unknown | 7 | may | 208 | 2 | -1 | 0 | unknown | 0no
|
29 | technician | single | tertiary | no | 218 | yes | no | cellular | 12 | apr | 169 | 1 | -1 | 0 | unknown | 0no
|
35 | management | married | secondary | no | 724 | yes | no | cellular | 14 | jul | 287 | 2 | 415 | 1 | failure | 1yes
|
35 | housemaid | married | tertiary | no | 20 | yes | yes | cellular | 17 | jul | 505 | 3 | -1 | 0 | unknown | 0no
|
30 | blue-collar | married | secondary | no | -28 | yes | no | cellular | 18 | may | 284 | 2 | 371 | 1 | failure | 0no
|
46 | blue-collar | married | primary | no | 665 | no | no | cellular | 30 | jan | 89 | 4 | 235 | 2 | failure | 0no
|
25 | student | single | tertiary | no | 5 | no | no | cellular | 29 | sep | 138 | 1 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 925 | no | no | cellular | 14 | dec | 321 | 3 | 189 | 4 | success | 1yes
|
42 | blue-collar | married | primary | no | 2,519 | yes | no | unknown | 15 | may | 262 | 4 | -1 | 0 | unknown | 0no
|
57 | admin. | married | secondary | no | 3,927 | no | no | cellular | 13 | oct | 61 | 1 | -1 | 0 | unknown | 0no
|
42 | management | divorced | tertiary | no | 401 | yes | no | cellular | 24 | jul | 217 | 9 | -1 | 0 | unknown | 0no
|
29 | management | married | tertiary | no | 581 | yes | yes | cellular | 14 | jul | 192 | 2 | -1 | 0 | unknown | 0no
|
36 | technician | married | tertiary | no | 1,327 | no | no | cellular | 29 | oct | 174 | 2 | -1 | 0 | unknown | 0no
|
31 | unemployed | married | secondary | no | 3,242 | no | no | unknown | 25 | jun | 292 | 2 | -1 | 0 | unknown | 0no
|
59 | technician | married | primary | no | 3,163 | yes | no | unknown | 29 | may | 240 | 2 | -1 | 0 | unknown | 0no
|
50 | unemployed | divorced | secondary | no | 32 | no | no | cellular | 4 | aug | 282 | 2 | -1 | 0 | unknown | 0no
|
47 | admin. | married | secondary | no | 310 | yes | yes | telephone | 14 | aug | 128 | 6 | -1 | 0 | unknown | 0no
|
46 | housemaid | married | primary | no | 0 | no | no | telephone | 2 | feb | 161 | 1 | -1 | 0 | unknown | 0no
|
26 | blue-collar | single | primary | no | 155 | yes | no | cellular | 29 | jan | 291 | 1 | 244 | 4 | failure | 0no
|
31 | services | single | secondary | no | 11,386 | yes | no | cellular | 20 | nov | 356 | 1 | -1 | 0 | unknown | 0no
|
30 | services | married | tertiary | no | 1,380 | yes | no | unknown | 21 | may | 294 | 2 | -1 | 0 | unknown | 0no
|
47 | blue-collar | single | unknown | no | 2,443 | no | no | unknown | 18 | jun | 422 | 1 | -1 | 0 | unknown | 0no
|
23 | technician | single | tertiary | no | 1,129 | yes | no | unknown | 28 | may | 806 | 1 | -1 | 0 | unknown | 1yes
|
44 | unemployed | single | primary | no | 4,232 | no | no | unknown | 16 | jun | 227 | 1 | -1 | 0 | unknown | 0no
|
42 | self-employed | married | secondary | no | 5,564 | no | no | cellular | 17 | nov | 560 | 2 | -1 | 0 | unknown | 0no
|
32 | services | single | secondary | no | -402 | yes | no | cellular | 17 | apr | 135 | 1 | -1 | 0 | unknown | 0no
|
28 | admin. | single | secondary | no | 1,323 | yes | no | unknown | 3 | jun | 361 | 1 | -1 | 0 | unknown | 0no
|
57 | retired | married | primary | no | 1,623 | yes | yes | cellular | 18 | jul | 246 | 1 | -1 | 0 | unknown | 0no
|
38 | technician | married | tertiary | no | 1,042 | yes | no | cellular | 4 | feb | 419 | 2 | -1 | 0 | unknown | 0no
|
22 | student | single | secondary | no | 2,488 | no | no | cellular | 8 | nov | 449 | 2 | 38 | 10 | other | 1yes
|
54 | admin. | married | secondary | no | 865 | yes | no | cellular | 17 | nov | 71 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | married | tertiary | no | -1,053 | yes | no | cellular | 21 | jul | 357 | 3 | -1 | 0 | unknown | 0no
|
32 | management | married | tertiary | no | 1,667 | yes | no | cellular | 18 | nov | 164 | 2 | 179 | 3 | failure | 0no
|
59 | admin. | divorced | secondary | no | 975 | yes | no | unknown | 15 | may | 263 | 4 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 2,571 | no | no | unknown | 18 | jun | 146 | 2 | -1 | 0 | unknown | 0no
|
53 | unknown | married | primary | no | 732 | no | no | cellular | 27 | oct | 759 | 2 | -1 | 0 | unknown | 1yes
|
50 | admin. | divorced | secondary | no | 769 | no | no | cellular | 28 | jul | 72 | 2 | 363 | 4 | failure | 0no
|
34 | technician | married | secondary | no | -136 | yes | yes | cellular | 12 | aug | 131 | 2 | -1 | 0 | unknown | 0no
|
35 | admin. | divorced | secondary | no | 3,636 | no | yes | cellular | 21 | nov | 808 | 2 | -1 | 0 | unknown | 1yes
|
30 | management | married | tertiary | no | 931 | no | no | cellular | 17 | jul | 1,183 | 1 | -1 | 0 | unknown | 0no
|
62 | housemaid | married | secondary | no | 565 | no | no | cellular | 4 | sep | 123 | 3 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 271 | yes | no | unknown | 29 | may | 483 | 2 | -1 | 0 | unknown | 0no
|
26 | self-employed | single | tertiary | no | 1,153 | no | no | cellular | 4 | may | 238 | 3 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | -73 | yes | no | cellular | 11 | jul | 90 | 1 | -1 | 0 | unknown | 0no
|
50 | unknown | married | unknown | no | 558 | no | no | cellular | 9 | jul | 464 | 1 | 683 | 6 | failure | 1yes
|
31 | unknown | divorced | tertiary | no | 137 | no | no | cellular | 22 | aug | 385 | 9 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 700 | yes | no | unknown | 23 | may | 240 | 2 | -1 | 0 | unknown | 0no
|
55 | retired | married | primary | no | -966 | no | yes | cellular | 14 | may | 104 | 1 | -1 | 0 | unknown | 0no
|
34 | admin. | married | secondary | no | 96 | no | no | cellular | 29 | aug | 109 | 2 | -1 | 0 | unknown | 0no
|
58 | retired | married | primary | no | 4,007 | no | no | cellular | 30 | nov | 598 | 4 | -1 | 0 | unknown | 0no
|
50 | management | single | tertiary | no | 567 | yes | no | unknown | 16 | may | 274 | 8 | -1 | 0 | unknown | 0no
|
31 | technician | single | secondary | no | 40 | no | no | cellular | 7 | aug | 123 | 2 | -1 | 0 | unknown | 0no
|
47 | admin. | divorced | secondary | no | 136 | no | yes | cellular | 23 | jul | 70 | 1 | -1 | 0 | unknown | 0no
|
38 | self-employed | single | tertiary | no | 917 | yes | no | unknown | 23 | may | 260 | 1 | -1 | 0 | unknown | 0no
|
46 | management | single | tertiary | no | 593 | yes | no | cellular | 29 | jan | 190 | 3 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | 505 | yes | no | unknown | 14 | may | 521 | 2 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 2,542 | yes | no | cellular | 14 | may | 228 | 1 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 5,355 | no | no | telephone | 17 | feb | 466 | 4 | -1 | 0 | unknown | 1yes
|