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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | technician | single | tertiary | no | 992 | yes | no | cellular | 4 | may | 301 | 1 | 88 | 2 | success | 0no
|
48 | technician | married | secondary | no | 1,526 | no | no | cellular | 6 | aug | 273 | 2 | -1 | 0 | unknown | 0no
|
35 | technician | single | tertiary | no | 2,658 | yes | no | cellular | 19 | aug | 768 | 2 | 141 | 3 | failure | 1yes
|
39 | management | divorced | tertiary | no | 1,315 | yes | no | cellular | 19 | nov | 1,337 | 4 | 126 | 1 | failure | 0no
|
29 | blue-collar | single | tertiary | no | 455 | no | no | telephone | 21 | apr | 403 | 1 | -1 | 0 | unknown | 1yes
|
45 | technician | single | tertiary | no | 0 | yes | no | cellular | 18 | nov | 139 | 2 | -1 | 0 | unknown | 0no
|
42 | technician | married | secondary | no | 2,030 | yes | yes | cellular | 9 | jul | 196 | 1 | -1 | 0 | unknown | 0no
|
29 | technician | married | secondary | no | 1,599 | yes | no | cellular | 8 | jul | 115 | 1 | 61 | 1 | failure | 0no
|
38 | services | single | secondary | no | -196 | yes | no | cellular | 2 | feb | 60 | 1 | 271 | 1 | failure | 0no
|
56 | retired | married | secondary | no | 1,333 | no | no | cellular | 28 | aug | 17 | 14 | -1 | 0 | unknown | 0no
|
36 | technician | single | secondary | no | 9,149 | yes | no | cellular | 13 | aug | 141 | 3 | -1 | 0 | unknown | 0no
|
25 | blue-collar | single | secondary | no | -350 | yes | no | unknown | 23 | jun | 95 | 3 | -1 | 0 | unknown | 0no
|
38 | technician | married | tertiary | no | 432 | yes | no | cellular | 15 | may | 10 | 2 | 373 | 1 | other | 0no
|
57 | self-employed | married | secondary | no | 11,494 | no | no | cellular | 19 | nov | 198 | 1 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | yes | -253 | no | no | cellular | 12 | aug | 220 | 4 | -1 | 0 | unknown | 0no
|
42 | management | married | tertiary | no | 372 | yes | no | cellular | 3 | aug | 654 | 2 | -1 | 0 | unknown | 1yes
|
45 | technician | married | secondary | no | 1,410 | no | no | cellular | 11 | aug | 71 | 2 | -1 | 0 | unknown | 0no
|
30 | blue-collar | married | secondary | no | 975 | yes | no | cellular | 13 | may | 256 | 2 | 351 | 2 | failure | 0no
|
49 | blue-collar | married | primary | no | 305 | yes | yes | telephone | 10 | jul | 834 | 10 | -1 | 0 | unknown | 0no
|
49 | services | married | secondary | no | 400 | no | no | cellular | 21 | aug | 151 | 3 | -1 | 0 | unknown | 0no
|
53 | retired | married | tertiary | no | -22 | yes | no | cellular | 31 | jul | 20 | 3 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | no | 4,030 | yes | no | unknown | 26 | may | 178 | 5 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | primary | no | 365 | no | no | unknown | 26 | may | 59 | 2 | -1 | 0 | unknown | 0no
|
41 | self-employed | married | primary | no | 204 | no | no | cellular | 13 | aug | 111 | 7 | -1 | 0 | unknown | 0no
|
54 | management | married | primary | no | 1,691 | yes | no | cellular | 20 | nov | 186 | 1 | -1 | 0 | unknown | 0no
|
32 | services | single | secondary | no | 406 | yes | no | unknown | 6 | may | 227 | 1 | -1 | 0 | unknown | 0no
|
33 | technician | married | secondary | no | -204 | no | no | cellular | 15 | may | 297 | 3 | -1 | 0 | unknown | 0no
|
33 | technician | married | secondary | no | 359 | yes | no | cellular | 20 | apr | 210 | 1 | 242 | 1 | other | 0no
|
36 | blue-collar | married | primary | no | 123 | yes | no | cellular | 18 | may | 9 | 1 | -1 | 0 | unknown | 0no
|
35 | technician | married | tertiary | no | 0 | yes | yes | cellular | 23 | sep | 112 | 1 | 62 | 6 | other | 0no
|
52 | unknown | married | secondary | no | 142 | no | no | cellular | 25 | aug | 112 | 6 | -1 | 0 | unknown | 0no
|
40 | entrepreneur | married | tertiary | no | 3,571 | no | no | unknown | 9 | jun | 222 | 3 | -1 | 0 | unknown | 0no
|
44 | technician | single | secondary | no | 33 | yes | no | cellular | 13 | may | 195 | 3 | 351 | 10 | failure | 0no
|
45 | blue-collar | single | secondary | no | 0 | yes | no | cellular | 26 | jul | 768 | 2 | 91 | 5 | success | 0no
|
30 | student | single | secondary | no | 3,096 | no | no | cellular | 26 | jan | 123 | 1 | -1 | 0 | unknown | 0no
|
48 | technician | divorced | secondary | yes | 20 | no | no | cellular | 27 | aug | 145 | 3 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 3,576 | yes | no | cellular | 2 | apr | 124 | 1 | 308 | 2 | other | 0no
|
57 | technician | married | unknown | no | 206 | yes | no | unknown | 5 | may | 216 | 3 | -1 | 0 | unknown | 0no
|
57 | housemaid | married | primary | no | 7,082 | no | no | unknown | 6 | jun | 69 | 3 | -1 | 0 | unknown | 0no
|
51 | unemployed | married | tertiary | no | 1,634 | yes | no | cellular | 22 | jul | 168 | 4 | -1 | 0 | unknown | 0no
|
34 | admin. | single | secondary | no | 1 | yes | no | cellular | 22 | jul | 483 | 7 | -1 | 0 | unknown | 0no
|
50 | self-employed | married | tertiary | no | 4,012 | no | no | cellular | 19 | nov | 690 | 3 | -1 | 0 | unknown | 0no
|
44 | management | married | tertiary | no | 3,762 | no | no | cellular | 28 | aug | 125 | 12 | -1 | 0 | unknown | 0no
|
27 | admin. | married | secondary | no | -247 | yes | yes | unknown | 4 | jun | 344 | 2 | -1 | 0 | unknown | 0no
|
50 | blue-collar | married | secondary | no | 606 | yes | no | unknown | 14 | may | 673 | 2 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 0 | yes | no | cellular | 28 | jan | 60 | 1 | 250 | 1 | other | 0no
|
42 | management | married | secondary | no | -189 | yes | no | unknown | 12 | may | 247 | 2 | -1 | 0 | unknown | 0no
|
32 | unemployed | single | secondary | no | 0 | no | no | cellular | 27 | may | 123 | 2 | -1 | 0 | unknown | 0no
|
42 | management | married | tertiary | no | 484 | yes | no | cellular | 11 | jul | 144 | 2 | -1 | 0 | unknown | 0no
|
43 | technician | married | secondary | no | 0 | no | yes | cellular | 8 | may | 9 | 2 | 172 | 5 | failure | 0no
|
31 | management | married | tertiary | no | 395 | yes | no | cellular | 9 | feb | 155 | 3 | -1 | 0 | unknown | 0no
|
32 | management | married | tertiary | no | 2,349 | no | no | cellular | 14 | aug | 134 | 5 | -1 | 0 | unknown | 0no
|
55 | blue-collar | divorced | primary | no | 410 | no | yes | cellular | 11 | jul | 221 | 2 | -1 | 0 | unknown | 0no
|
58 | retired | married | primary | no | 3,401 | yes | no | cellular | 3 | feb | 84 | 3 | 265 | 2 | failure | 0no
|
46 | blue-collar | married | primary | no | 222 | no | no | cellular | 8 | aug | 71 | 2 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | secondary | no | 989 | yes | yes | unknown | 23 | may | 246 | 4 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 415 | no | yes | cellular | 23 | jul | 361 | 2 | -1 | 0 | unknown | 0no
|
28 | unemployed | single | secondary | no | 16 | no | no | cellular | 12 | aug | 119 | 4 | -1 | 0 | unknown | 0no
|
42 | technician | divorced | tertiary | no | 7,190 | yes | no | cellular | 29 | jul | 375 | 2 | -1 | 0 | unknown | 0no
|
29 | blue-collar | single | secondary | no | 482 | no | yes | cellular | 10 | jul | 1,097 | 3 | -1 | 0 | unknown | 1yes
|
54 | housemaid | married | secondary | no | 209 | yes | yes | cellular | 25 | jul | 97 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | single | secondary | no | 0 | no | no | cellular | 26 | aug | 181 | 2 | -1 | 0 | unknown | 0no
|
39 | technician | single | tertiary | no | 5,803 | no | no | cellular | 2 | feb | 83 | 3 | -1 | 0 | unknown | 0no
|
53 | entrepreneur | married | tertiary | no | 624 | no | yes | cellular | 21 | jul | 180 | 4 | -1 | 0 | unknown | 0no
|
58 | technician | married | tertiary | no | 883 | no | no | cellular | 18 | aug | 543 | 1 | 78 | 2 | failure | 0no
|
40 | self-employed | married | secondary | no | 1,516 | yes | yes | unknown | 23 | may | 373 | 1 | -1 | 0 | unknown | 0no
|
29 | student | single | secondary | no | 872 | yes | no | unknown | 7 | may | 230 | 1 | -1 | 0 | unknown | 0no
|
33 | technician | married | tertiary | no | -988 | yes | yes | cellular | 15 | jul | 83 | 3 | -1 | 0 | unknown | 0no
|
38 | admin. | single | secondary | no | 902 | yes | no | telephone | 31 | jul | 58 | 13 | -1 | 0 | unknown | 0no
|
56 | services | divorced | secondary | no | 1,007 | no | no | cellular | 29 | jul | 88 | 6 | -1 | 0 | unknown | 0no
|
40 | services | married | secondary | no | 0 | yes | no | cellular | 2 | jun | 297 | 1 | 28 | 3 | failure | 0no
|
24 | blue-collar | single | secondary | no | 174 | yes | yes | cellular | 18 | may | 487 | 1 | -1 | 0 | unknown | 1yes
|
46 | management | married | secondary | no | 12,186 | no | no | unknown | 20 | jun | 29 | 3 | -1 | 0 | unknown | 0no
|
35 | self-employed | married | secondary | no | 524 | yes | no | cellular | 21 | nov | 484 | 4 | -1 | 0 | unknown | 0no
|
35 | blue-collar | single | tertiary | no | 0 | yes | no | cellular | 21 | jul | 262 | 4 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | 4 | yes | no | unknown | 15 | may | 644 | 1 | -1 | 0 | unknown | 0no
|
35 | housemaid | married | tertiary | no | 11,219 | no | no | cellular | 12 | aug | 699 | 2 | 79 | 1 | failure | 0no
|
38 | technician | single | tertiary | no | 0 | no | no | cellular | 28 | aug | 247 | 2 | -1 | 0 | unknown | 0no
|
50 | blue-collar | married | primary | no | 5,776 | no | no | cellular | 18 | nov | 49 | 3 | -1 | 0 | unknown | 0no
|
51 | blue-collar | divorced | primary | no | 37 | yes | no | cellular | 13 | may | 341 | 1 | -1 | 0 | unknown | 0no
|
59 | self-employed | married | tertiary | no | 593 | no | no | unknown | 13 | may | 64 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 1,148 | yes | no | cellular | 20 | apr | 121 | 1 | -1 | 0 | unknown | 0no
|
37 | blue-collar | single | secondary | no | 3,561 | yes | no | unknown | 2 | jun | 98 | 1 | -1 | 0 | unknown | 0no
|
42 | admin. | divorced | secondary | no | 63 | no | no | unknown | 16 | may | 88 | 6 | -1 | 0 | unknown | 0no
|
40 | student | married | secondary | no | 260 | no | no | unknown | 20 | jun | 197 | 6 | -1 | 0 | unknown | 0no
|
28 | technician | single | tertiary | no | 2,269 | yes | no | unknown | 9 | may | 331 | 1 | -1 | 0 | unknown | 0no
|
47 | admin. | married | secondary | no | 1,060 | yes | no | unknown | 6 | jun | 83 | 3 | -1 | 0 | unknown | 0no
|
27 | self-employed | married | secondary | no | -220 | yes | no | unknown | 26 | may | 138 | 2 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 49 | yes | no | cellular | 17 | jul | 312 | 5 | -1 | 0 | unknown | 0no
|
34 | admin. | married | tertiary | no | 69 | no | yes | cellular | 4 | aug | 120 | 3 | 1 | 6 | success | 1yes
|
50 | blue-collar | married | primary | no | 4,108 | yes | no | cellular | 7 | aug | 526 | 2 | -1 | 0 | unknown | 1yes
|
47 | blue-collar | married | secondary | no | 480 | yes | no | unknown | 28 | may | 211 | 2 | -1 | 0 | unknown | 0no
|
53 | services | married | secondary | no | 4,994 | no | no | cellular | 18 | aug | 62 | 6 | -1 | 0 | unknown | 0no
|
53 | technician | divorced | secondary | no | 0 | yes | yes | cellular | 15 | jul | 135 | 5 | -1 | 0 | unknown | 0no
|
47 | management | married | tertiary | no | 3,681 | no | no | cellular | 14 | aug | 101 | 2 | -1 | 0 | unknown | 0no
|
49 | entrepreneur | divorced | unknown | yes | -701 | yes | no | cellular | 30 | jul | 988 | 2 | -1 | 0 | unknown | 1yes
|
29 | management | married | tertiary | no | 451 | no | no | cellular | 28 | jan | 451 | 1 | -1 | 0 | unknown | 0no
|
45 | blue-collar | divorced | primary | no | -311 | yes | no | unknown | 23 | may | 1,030 | 1 | -1 | 0 | unknown | 1yes
|
38 | entrepreneur | married | secondary | no | 593 | yes | yes | cellular | 24 | jul | 1,484 | 24 | -1 | 0 | unknown | 1yes
|
32 | blue-collar | married | secondary | no | 759 | yes | no | cellular | 9 | apr | 317 | 5 | -1 | 0 | unknown | 1yes
|