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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | management | single | tertiary | no | 12,607 | no | no | cellular | 14 | aug | 203 | 5 | 84 | 1 | failure | 0no
|
58 | admin. | married | secondary | no | 2 | yes | yes | telephone | 25 | jul | 282 | 9 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 13 | no | no | cellular | 28 | aug | 110 | 5 | -1 | 0 | unknown | 0no
|
19 | student | single | primary | no | 103 | no | no | cellular | 10 | jul | 104 | 2 | -1 | 0 | unknown | 1yes
|
41 | management | married | tertiary | no | 3,872 | no | no | cellular | 15 | oct | 231 | 1 | -1 | 0 | unknown | 0no
|
31 | unemployed | married | secondary | no | 296 | yes | no | unknown | 20 | may | 378 | 3 | -1 | 0 | unknown | 0no
|
52 | self-employed | single | primary | no | 217 | no | yes | cellular | 15 | jul | 193 | 6 | -1 | 0 | unknown | 0no
|
42 | self-employed | divorced | tertiary | no | 360 | yes | no | unknown | 24 | jun | 110 | 5 | -1 | 0 | unknown | 0no
|
41 | blue-collar | single | secondary | no | 428 | yes | no | cellular | 12 | may | 92 | 1 | -1 | 0 | unknown | 0no
|
30 | blue-collar | single | secondary | no | 315 | no | no | cellular | 23 | jun | 1,407 | 1 | -1 | 0 | unknown | 1yes
|
38 | blue-collar | married | secondary | no | 121 | yes | yes | cellular | 6 | feb | 168 | 1 | 212 | 2 | failure | 0no
|
32 | management | married | tertiary | no | 820 | yes | no | cellular | 17 | jul | 738 | 3 | -1 | 0 | unknown | 0no
|
52 | technician | married | secondary | no | 195 | yes | no | cellular | 18 | feb | 220 | 1 | 63 | 5 | failure | 1yes
|
48 | management | divorced | tertiary | no | 108 | yes | no | unknown | 27 | may | 89 | 2 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | -381 | yes | no | cellular | 31 | jul | 30 | 29 | -1 | 0 | unknown | 0no
|
45 | unemployed | divorced | primary | no | 757 | no | no | cellular | 20 | apr | 103 | 1 | 325 | 4 | failure | 0no
|
34 | technician | married | tertiary | no | 691 | yes | yes | unknown | 2 | jun | 70 | 1 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | primary | no | 1,925 | yes | no | cellular | 20 | apr | 904 | 2 | -1 | 0 | unknown | 1yes
|
34 | management | married | tertiary | no | 902 | yes | no | cellular | 14 | may | 159 | 1 | 367 | 2 | other | 0no
|
61 | retired | married | secondary | no | 5,207 | no | no | cellular | 11 | sep | 336 | 1 | 81 | 2 | other | 0no
|
54 | services | married | secondary | no | 0 | no | no | unknown | 19 | jun | 220 | 1 | -1 | 0 | unknown | 0no
|
50 | entrepreneur | married | secondary | no | 665 | no | no | telephone | 17 | nov | 238 | 1 | -1 | 0 | unknown | 0no
|
43 | admin. | divorced | secondary | no | 738 | yes | no | cellular | 21 | nov | 585 | 4 | 191 | 4 | failure | 0no
|
47 | blue-collar | married | primary | no | 233 | no | no | cellular | 8 | aug | 293 | 3 | -1 | 0 | unknown | 0no
|
45 | services | married | secondary | no | -839 | yes | no | unknown | 28 | may | 68 | 1 | -1 | 0 | unknown | 0no
|
57 | retired | married | primary | no | 5,799 | no | no | unknown | 17 | jun | 97 | 1 | -1 | 0 | unknown | 0no
|
27 | admin. | married | secondary | no | 1,033 | yes | no | unknown | 9 | may | 1,713 | 1 | -1 | 0 | unknown | 0no
|
49 | unemployed | divorced | secondary | no | 66 | no | no | cellular | 9 | jul | 218 | 3 | -1 | 0 | unknown | 0no
|
43 | services | married | primary | no | 2,567 | yes | no | cellular | 14 | may | 109 | 1 | 360 | 2 | failure | 0no
|
40 | management | married | tertiary | no | 1,584 | yes | no | telephone | 21 | nov | 661 | 1 | -1 | 0 | unknown | 0no
|
32 | services | single | secondary | no | 182 | yes | no | cellular | 6 | may | 145 | 1 | -1 | 0 | unknown | 0no
|
58 | management | married | primary | no | 76 | yes | no | telephone | 18 | may | 54 | 4 | -1 | 0 | unknown | 0no
|
34 | admin. | single | secondary | no | 663 | yes | no | cellular | 20 | apr | 111 | 1 | -1 | 0 | unknown | 0no
|
46 | technician | divorced | secondary | no | 3,455 | yes | no | unknown | 14 | may | 566 | 2 | -1 | 0 | unknown | 0no
|
29 | blue-collar | married | secondary | no | 15 | no | no | cellular | 3 | jun | 136 | 1 | -1 | 0 | unknown | 0no
|
52 | blue-collar | married | primary | no | 1,054 | no | no | cellular | 4 | aug | 273 | 1 | -1 | 0 | unknown | 0no
|
45 | management | married | tertiary | no | 1,529 | no | no | cellular | 30 | jun | 160 | 1 | -1 | 0 | unknown | 0no
|
26 | management | single | secondary | no | 63 | no | no | cellular | 28 | jul | 76 | 4 | -1 | 0 | unknown | 0no
|
40 | technician | married | tertiary | no | 0 | no | no | cellular | 19 | aug | 44 | 1 | -1 | 0 | unknown | 0no
|
41 | admin. | married | secondary | no | 920 | yes | yes | unknown | 27 | may | 239 | 1 | -1 | 0 | unknown | 0no
|
47 | admin. | single | secondary | no | 3,696 | no | no | cellular | 12 | jul | 250 | 2 | 181 | 4 | success | 1yes
|
27 | technician | single | unknown | no | 59 | no | no | cellular | 15 | jul | 792 | 4 | -1 | 0 | unknown | 0no
|
27 | services | married | secondary | no | 0 | yes | no | cellular | 23 | jul | 198 | 13 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 157 | yes | no | unknown | 6 | may | 73 | 1 | -1 | 0 | unknown | 0no
|
49 | admin. | married | secondary | no | 2,465 | no | no | cellular | 20 | aug | 157 | 3 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | primary | no | 0 | yes | no | cellular | 24 | jul | 90 | 6 | -1 | 0 | unknown | 0no
|
47 | self-employed | married | secondary | yes | 2 | no | no | cellular | 5 | feb | 236 | 2 | -1 | 0 | unknown | 0no
|
54 | management | married | tertiary | no | 0 | no | no | cellular | 16 | jul | 118 | 5 | -1 | 0 | unknown | 0no
|
39 | management | single | tertiary | no | 12,437 | no | no | telephone | 18 | nov | 40 | 1 | -1 | 0 | unknown | 0no
|
28 | student | single | secondary | no | 378 | yes | no | cellular | 17 | apr | 346 | 1 | -1 | 0 | unknown | 0no
|
54 | blue-collar | married | primary | no | 211 | no | no | unknown | 19 | jun | 200 | 2 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | -228 | yes | no | cellular | 20 | apr | 187 | 3 | 332 | 3 | other | 0no
|
63 | retired | married | secondary | no | 2,747 | no | no | cellular | 11 | sep | 113 | 1 | 80 | 1 | failure | 0no
|
42 | self-employed | married | tertiary | no | 1,932 | yes | no | unknown | 16 | may | 192 | 32 | -1 | 0 | unknown | 0no
|
43 | technician | single | secondary | no | 11,269 | no | no | unknown | 29 | may | 92 | 1 | -1 | 0 | unknown | 0no
|
37 | admin. | married | secondary | no | 1,314 | yes | no | cellular | 8 | may | 682 | 2 | 85 | 7 | success | 0no
|
55 | blue-collar | married | primary | no | 2,275 | no | no | cellular | 25 | aug | 139 | 9 | -1 | 0 | unknown | 0no
|
43 | management | single | tertiary | no | 1,304 | no | no | cellular | 6 | aug | 501 | 2 | -1 | 0 | unknown | 1yes
|
41 | blue-collar | married | secondary | yes | 720 | no | yes | cellular | 24 | jul | 651 | 1 | -1 | 0 | unknown | 1yes
|
47 | technician | divorced | secondary | no | 2,914 | yes | no | cellular | 18 | aug | 405 | 13 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | 1,464 | yes | no | unknown | 23 | may | 350 | 1 | -1 | 0 | unknown | 0no
|
28 | student | single | secondary | no | 11,555 | no | no | cellular | 8 | apr | 125 | 2 | -1 | 0 | unknown | 0no
|
36 | services | married | secondary | no | -302 | yes | no | cellular | 13 | may | 36 | 2 | -1 | 0 | unknown | 0no
|
50 | technician | married | secondary | no | 2,497 | yes | no | cellular | 21 | nov | 35 | 1 | 176 | 1 | failure | 0no
|
35 | blue-collar | married | secondary | no | -339 | yes | no | unknown | 8 | may | 389 | 2 | -1 | 0 | unknown | 0no
|
40 | technician | married | secondary | no | 56 | yes | yes | cellular | 29 | jan | 194 | 1 | 247 | 1 | failure | 0no
|
26 | self-employed | single | tertiary | no | 211 | no | no | cellular | 29 | jan | 168 | 3 | -1 | 0 | unknown | 0no
|
36 | management | divorced | tertiary | no | 3,611 | yes | no | unknown | 4 | jun | 347 | 3 | -1 | 0 | unknown | 0no
|
59 | unemployed | married | primary | no | 0 | no | no | cellular | 30 | jan | 3,025 | 2 | -1 | 0 | unknown | 0no
|
28 | student | single | secondary | no | 459 | no | no | cellular | 16 | mar | 83 | 13 | -1 | 0 | unknown | 0no
|
46 | entrepreneur | married | unknown | no | 242 | yes | no | unknown | 9 | may | 332 | 2 | -1 | 0 | unknown | 0no
|
50 | self-employed | married | secondary | no | 1,138 | no | no | cellular | 14 | aug | 219 | 10 | -1 | 0 | unknown | 0no
|
53 | management | married | tertiary | no | 1,319 | yes | no | cellular | 16 | apr | 427 | 1 | 150 | 1 | failure | 0no
|
81 | retired | married | secondary | no | 1 | no | no | cellular | 19 | aug | 65 | 5 | -1 | 0 | unknown | 0no
|
35 | services | divorced | secondary | no | 67 | yes | no | cellular | 5 | may | 192 | 2 | -1 | 0 | unknown | 0no
|
58 | retired | married | unknown | no | 937 | no | no | cellular | 5 | aug | 155 | 1 | -1 | 0 | unknown | 0no
|
44 | services | married | secondary | no | 0 | yes | yes | cellular | 11 | may | 161 | 1 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | -558 | yes | no | cellular | 21 | jul | 533 | 1 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | secondary | no | 171 | no | no | cellular | 4 | feb | 19 | 3 | 175 | 2 | other | 0no
|
33 | technician | single | tertiary | no | 696 | no | yes | cellular | 5 | feb | 193 | 1 | 176 | 8 | failure | 0no
|
29 | management | married | tertiary | no | 361 | yes | yes | cellular | 28 | jul | 819 | 3 | -1 | 0 | unknown | 0no
|
28 | technician | single | secondary | no | 227 | no | no | cellular | 30 | apr | 278 | 1 | -1 | 0 | unknown | 1yes
|
31 | admin. | married | secondary | no | 236 | yes | yes | telephone | 4 | may | 211 | 3 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | -53 | no | no | cellular | 29 | jan | 617 | 2 | -1 | 0 | unknown | 0no
|
52 | technician | married | secondary | no | 192 | yes | no | cellular | 23 | jul | 61 | 2 | -1 | 0 | unknown | 0no
|
43 | management | divorced | tertiary | no | 38 | yes | no | cellular | 25 | jul | 197 | 6 | -1 | 0 | unknown | 0no
|
32 | self-employed | single | secondary | no | 518 | yes | no | cellular | 18 | may | 34 | 7 | -1 | 0 | unknown | 0no
|
36 | self-employed | married | tertiary | no | 16 | yes | yes | cellular | 18 | jul | 95 | 4 | -1 | 0 | unknown | 0no
|
41 | blue-collar | married | secondary | no | -256 | yes | no | unknown | 3 | jun | 147 | 2 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | secondary | no | 105 | no | yes | cellular | 4 | jul | 668 | 2 | -1 | 0 | unknown | 0no
|
45 | self-employed | married | tertiary | no | 334 | no | no | unknown | 5 | jun | 87 | 2 | -1 | 0 | unknown | 0no
|
39 | technician | married | secondary | no | 1,048 | no | yes | cellular | 21 | jul | 405 | 1 | -1 | 0 | unknown | 0no
|
41 | services | married | secondary | no | 108 | yes | yes | unknown | 13 | may | 83 | 7 | -1 | 0 | unknown | 0no
|
31 | technician | married | secondary | no | 660 | no | no | cellular | 22 | jun | 115 | 1 | -1 | 0 | unknown | 0no
|
37 | unemployed | single | tertiary | yes | 0 | yes | no | cellular | 10 | jul | 108 | 1 | -1 | 0 | unknown | 0no
|
28 | entrepreneur | married | unknown | no | 1,034 | no | no | cellular | 29 | jan | 113 | 1 | -1 | 0 | unknown | 0no
|
47 | housemaid | married | primary | no | 201 | yes | no | cellular | 7 | aug | 58 | 2 | 382 | 1 | failure | 0no
|
37 | housemaid | married | primary | no | 189 | no | no | cellular | 8 | aug | 148 | 4 | -1 | 0 | unknown | 0no
|
60 | retired | divorced | unknown | no | -49 | yes | no | cellular | 29 | jan | 188 | 1 | 261 | 2 | failure | 0no
|
43 | technician | divorced | secondary | no | 1,413 | yes | no | telephone | 28 | jul | 75 | 3 | -1 | 0 | unknown | 0no
|