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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19 | student | single | unknown | no | 0 | no | no | cellular | 11 | feb | 123 | 3 | -1 | 0 | unknown | 0no
|
30 | student | single | tertiary | no | 34 | yes | no | unknown | 6 | may | 289 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 318 | no | yes | cellular | 25 | jul | 239 | 5 | -1 | 0 | unknown | 0no
|
60 | retired | married | secondary | no | 197 | no | no | cellular | 7 | oct | 1,386 | 1 | -1 | 0 | unknown | 0no
|
28 | student | single | tertiary | no | 0 | no | no | cellular | 28 | sep | 294 | 2 | 105 | 7 | other | 1yes
|
46 | management | married | tertiary | no | 273 | yes | no | cellular | 18 | mar | 910 | 2 | 184 | 4 | success | 1yes
|
49 | blue-collar | divorced | primary | no | 15 | yes | no | unknown | 27 | may | 550 | 7 | -1 | 0 | unknown | 0no
|
59 | management | divorced | tertiary | no | 7,813 | yes | no | cellular | 21 | nov | 75 | 1 | -1 | 0 | unknown | 0no
|
44 | technician | single | secondary | no | -27 | yes | yes | unknown | 14 | may | 100 | 3 | -1 | 0 | unknown | 0no
|
33 | technician | married | tertiary | no | 75 | no | no | cellular | 21 | jul | 204 | 4 | -1 | 0 | unknown | 0no
|
54 | retired | married | secondary | no | 1,139 | yes | no | cellular | 14 | may | 155 | 1 | 177 | 7 | failure | 0no
|
26 | blue-collar | married | secondary | no | 115 | yes | no | unknown | 4 | jul | 46 | 3 | -1 | 0 | unknown | 0no
|
54 | blue-collar | married | secondary | no | 0 | no | no | telephone | 16 | apr | 1,366 | 1 | 150 | 1 | failure | 0no
|
48 | housemaid | married | primary | no | 7,195 | no | no | cellular | 21 | nov | 609 | 2 | -1 | 0 | unknown | 1yes
|
30 | services | single | tertiary | no | -477 | no | yes | cellular | 21 | aug | 1,532 | 2 | -1 | 0 | unknown | 1yes
|
29 | management | single | tertiary | no | 1,026 | no | no | cellular | 12 | nov | 226 | 1 | 92 | 1 | other | 1yes
|
51 | entrepreneur | married | tertiary | no | 3,921 | yes | no | cellular | 5 | may | 168 | 1 | -1 | 0 | unknown | 0no
|
53 | unemployed | married | primary | no | 980 | yes | no | cellular | 3 | dec | 352 | 1 | -1 | 0 | unknown | 1yes
|
43 | blue-collar | married | secondary | no | -179 | yes | no | cellular | 30 | jul | 335 | 6 | -1 | 0 | unknown | 0no
|
34 | admin. | married | tertiary | no | 2,552 | yes | yes | cellular | 25 | sep | 74 | 1 | -1 | 0 | unknown | 0no
|
40 | entrepreneur | married | tertiary | no | 1,729 | yes | no | cellular | 12 | may | 85 | 1 | -1 | 0 | unknown | 0no
|
43 | technician | married | secondary | no | 434 | yes | no | unknown | 5 | may | 117 | 1 | -1 | 0 | unknown | 0no
|
33 | admin. | single | secondary | no | -300 | yes | yes | cellular | 25 | jul | 184 | 1 | -1 | 0 | unknown | 0no
|
66 | retired | married | secondary | no | 4,785 | no | no | cellular | 13 | aug | 72 | 3 | -1 | 0 | unknown | 0no
|
44 | technician | divorced | secondary | no | -329 | yes | no | unknown | 7 | may | 171 | 1 | -1 | 0 | unknown | 0no
|
33 | services | married | secondary | no | 0 | yes | no | telephone | 22 | jul | 44 | 8 | -1 | 0 | unknown | 0no
|
31 | technician | single | secondary | no | 391 | no | no | cellular | 13 | aug | 336 | 2 | -1 | 0 | unknown | 0no
|
71 | retired | married | primary | no | 4,657 | no | no | cellular | 16 | feb | 93 | 5 | -1 | 0 | unknown | 1yes
|
22 | student | single | primary | no | 3,472 | no | no | cellular | 20 | oct | 332 | 1 | 183 | 3 | failure | 1yes
|
46 | unemployed | single | tertiary | no | 705 | no | no | cellular | 4 | feb | 398 | 1 | -1 | 0 | unknown | 0no
|
32 | services | married | secondary | no | 255 | yes | yes | unknown | 21 | may | 86 | 2 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | secondary | no | 4,365 | no | yes | cellular | 9 | feb | 45 | 2 | -1 | 0 | unknown | 0no
|
32 | management | married | secondary | no | 350 | yes | no | unknown | 28 | may | 110 | 2 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | primary | no | 474 | yes | yes | telephone | 9 | feb | 152 | 3 | 221 | 1 | failure | 0no
|
27 | technician | single | secondary | no | 489 | yes | no | cellular | 30 | jul | 356 | 4 | -1 | 0 | unknown | 1yes
|
46 | entrepreneur | married | secondary | no | 757 | no | no | unknown | 16 | jun | 382 | 3 | -1 | 0 | unknown | 0no
|
37 | management | single | tertiary | no | 695 | no | no | cellular | 28 | jan | 233 | 1 | -1 | 0 | unknown | 0no
|
30 | unemployed | single | secondary | yes | -770 | yes | no | unknown | 28 | may | 87 | 1 | -1 | 0 | unknown | 0no
|
44 | self-employed | divorced | secondary | no | 80 | yes | yes | unknown | 14 | may | 387 | 2 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 315 | yes | no | cellular | 30 | jun | 103 | 1 | -1 | 0 | unknown | 0no
|
27 | student | single | secondary | no | 213 | no | no | cellular | 27 | mar | 378 | 1 | -1 | 0 | unknown | 1yes
|
57 | housemaid | married | primary | no | 0 | no | no | unknown | 9 | jun | 257 | 2 | -1 | 0 | unknown | 0no
|
66 | management | married | tertiary | no | 2,169 | no | no | cellular | 7 | jul | 282 | 1 | -1 | 0 | unknown | 0no
|
40 | admin. | divorced | secondary | no | 212 | no | no | unknown | 7 | jan | 176 | 1 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 333 | yes | no | cellular | 14 | may | 24 | 6 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | secondary | no | 4,404 | yes | no | cellular | 20 | nov | 766 | 3 | -1 | 0 | unknown | 0no
|
42 | services | divorced | secondary | no | 257 | yes | no | cellular | 12 | may | 955 | 2 | -1 | 0 | unknown | 1yes
|
47 | unemployed | married | secondary | no | 3,188 | yes | no | cellular | 3 | feb | 426 | 3 | -1 | 0 | unknown | 0no
|
27 | technician | single | tertiary | no | 3,083 | yes | no | unknown | 29 | may | 244 | 2 | -1 | 0 | unknown | 0no
|
78 | retired | married | tertiary | no | 226 | no | no | telephone | 6 | nov | 136 | 1 | -1 | 0 | unknown | 0no
|
50 | services | married | primary | no | 1,260 | no | no | cellular | 18 | nov | 172 | 1 | -1 | 0 | unknown | 0no
|
46 | entrepreneur | single | tertiary | no | 1,410 | yes | no | cellular | 19 | nov | 93 | 1 | 189 | 8 | failure | 0no
|
41 | admin. | divorced | secondary | no | 6,046 | yes | yes | telephone | 15 | mar | 300 | 6 | 182 | 2 | success | 1yes
|
36 | admin. | single | tertiary | no | 980 | no | no | cellular | 11 | nov | 118 | 4 | 104 | 7 | failure | 0no
|
49 | retired | married | primary | no | -37 | no | no | unknown | 4 | jul | 191 | 2 | -1 | 0 | unknown | 0no
|
46 | management | divorced | tertiary | no | -154 | yes | yes | unknown | 27 | may | 107 | 2 | -1 | 0 | unknown | 0no
|
77 | retired | married | primary | no | 680 | no | no | telephone | 24 | feb | 513 | 2 | 89 | 7 | failure | 0no
|
30 | technician | single | tertiary | no | 799 | yes | yes | unknown | 6 | jun | 91 | 18 | -1 | 0 | unknown | 0no
|
43 | management | single | secondary | yes | -1,164 | yes | yes | cellular | 18 | jul | 76 | 4 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | secondary | no | 2,523 | yes | no | unknown | 29 | may | 1,236 | 2 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | primary | no | 98 | yes | no | unknown | 2 | jun | 193 | 5 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | primary | no | 3,419 | yes | no | unknown | 20 | jun | 324 | 5 | -1 | 0 | unknown | 0no
|
25 | unemployed | single | tertiary | no | 343 | no | no | cellular | 1 | jun | 377 | 1 | -1 | 0 | unknown | 1yes
|
49 | management | married | tertiary | no | 852 | yes | no | cellular | 20 | nov | 408 | 1 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | primary | no | 50 | yes | no | cellular | 7 | may | 246 | 2 | -1 | 0 | unknown | 0no
|
40 | management | single | tertiary | no | 0 | no | no | cellular | 26 | aug | 58 | 7 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | primary | no | 10 | yes | no | cellular | 17 | jul | 196 | 1 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 950 | yes | yes | cellular | 20 | apr | 219 | 4 | -1 | 0 | unknown | 0no
|
52 | management | married | tertiary | no | 0 | yes | no | cellular | 9 | jul | 197 | 1 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 175 | yes | no | cellular | 7 | aug | 257 | 2 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | -259 | yes | no | cellular | 29 | jan | 381 | 1 | 247 | 2 | failure | 0no
|
32 | management | married | secondary | no | 6,217 | yes | yes | unknown | 21 | may | 486 | 2 | -1 | 0 | unknown | 0no
|
42 | technician | married | secondary | no | -1,310 | yes | yes | unknown | 28 | may | 162 | 1 | -1 | 0 | unknown | 0no
|
59 | blue-collar | married | unknown | no | 139 | no | no | unknown | 5 | jun | 153 | 1 | -1 | 0 | unknown | 0no
|
44 | technician | single | secondary | no | 7,138 | no | no | cellular | 8 | aug | 809 | 2 | -1 | 0 | unknown | 1yes
|
50 | admin. | divorced | secondary | no | 1,111 | yes | no | cellular | 17 | apr | 50 | 1 | -1 | 0 | unknown | 0no
|
27 | blue-collar | single | secondary | no | 113 | no | no | cellular | 22 | jul | 39 | 17 | -1 | 0 | unknown | 0no
|
55 | management | divorced | tertiary | no | -612 | no | no | cellular | 26 | aug | 131 | 2 | -1 | 0 | unknown | 0no
|
54 | blue-collar | married | unknown | no | 310 | yes | no | telephone | 28 | jan | 526 | 4 | 258 | 3 | other | 0no
|
31 | unemployed | single | secondary | no | -186 | yes | no | unknown | 26 | may | 172 | 3 | -1 | 0 | unknown | 0no
|
56 | admin. | married | unknown | no | 2,038 | no | no | cellular | 8 | feb | 405 | 1 | 305 | 1 | success | 0no
|
51 | self-employed | married | tertiary | no | 833 | no | no | cellular | 31 | jul | 77 | 3 | -1 | 0 | unknown | 0no
|
61 | blue-collar | married | primary | no | 625 | yes | no | unknown | 19 | may | 158 | 2 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 105 | yes | no | cellular | 7 | may | 146 | 2 | 171 | 3 | failure | 0no
|
56 | blue-collar | married | primary | no | 551 | no | no | unknown | 29 | may | 27 | 1 | -1 | 0 | unknown | 0no
|
29 | student | single | unknown | no | 145 | no | no | cellular | 14 | aug | 105 | 1 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 618 | yes | no | unknown | 3 | jun | 119 | 4 | -1 | 0 | unknown | 0no
|
35 | services | single | secondary | no | 1,063 | yes | yes | cellular | 16 | apr | 327 | 1 | -1 | 0 | unknown | 0no
|
56 | admin. | divorced | secondary | no | 985 | no | yes | cellular | 18 | aug | 150 | 2 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | secondary | no | 2,926 | yes | yes | cellular | 19 | nov | 482 | 3 | 120 | 2 | failure | 0no
|
31 | admin. | single | secondary | no | -449 | yes | no | unknown | 28 | may | 81 | 2 | -1 | 0 | unknown | 0no
|
37 | entrepreneur | divorced | tertiary | no | 66 | no | no | cellular | 18 | nov | 1,164 | 2 | -1 | 0 | unknown | 1yes
|
43 | admin. | married | secondary | no | 0 | yes | no | cellular | 17 | jul | 674 | 3 | -1 | 0 | unknown | 0no
|
40 | management | married | unknown | no | 419 | yes | no | cellular | 10 | jul | 347 | 1 | -1 | 0 | unknown | 0no
|
44 | management | married | primary | no | 4,758 | yes | no | cellular | 22 | jul | 712 | 6 | -1 | 0 | unknown | 1yes
|
38 | admin. | single | secondary | no | -23 | no | no | cellular | 20 | nov | 48 | 2 | -1 | 0 | unknown | 0no
|
58 | management | divorced | tertiary | no | 1,573 | yes | yes | cellular | 17 | nov | 279 | 1 | -1 | 0 | unknown | 0no
|
24 | blue-collar | single | secondary | no | 77 | yes | no | unknown | 16 | may | 236 | 2 | -1 | 0 | unknown | 0no
|
53 | services | married | secondary | no | 1,378 | yes | no | cellular | 18 | jul | 91 | 2 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | -73 | yes | yes | cellular | 18 | may | 15 | 8 | -1 | 0 | unknown | 0no
|