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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | technician | married | secondary | no | 13 | no | no | cellular | 22 | aug | 94 | 2 | -1 | 0 | unknown | 0no
|
57 | services | divorced | secondary | no | 14 | no | yes | cellular | 22 | jul | 445 | 2 | -1 | 0 | unknown | 0no
|
28 | technician | single | secondary | no | 769 | yes | no | cellular | 15 | may | 153 | 1 | 371 | 2 | failure | 0no
|
43 | admin. | married | unknown | no | 3,485 | no | no | unknown | 18 | jun | 113 | 1 | -1 | 0 | unknown | 0no
|
57 | management | married | secondary | no | 139 | no | no | cellular | 17 | aug | 80 | 1 | -1 | 0 | unknown | 0no
|
34 | services | divorced | secondary | no | 202 | yes | no | unknown | 15 | may | 318 | 1 | -1 | 0 | unknown | 0no
|
36 | technician | married | tertiary | no | 6 | yes | no | cellular | 27 | jan | 100 | 1 | 435 | 1 | failure | 0no
|
47 | management | divorced | tertiary | no | 2,515 | no | no | unknown | 20 | jun | 40 | 3 | -1 | 0 | unknown | 0no
|
36 | management | divorced | tertiary | no | 5,195 | yes | no | unknown | 2 | jun | 55 | 25 | -1 | 0 | unknown | 0no
|
33 | management | married | tertiary | no | 2,098 | no | no | cellular | 20 | nov | 67 | 1 | -1 | 0 | unknown | 0no
|
57 | management | married | tertiary | no | 320 | no | no | cellular | 7 | aug | 76 | 2 | -1 | 0 | unknown | 0no
|
57 | management | married | tertiary | no | 3,431 | yes | no | unknown | 16 | may | 73 | 1 | -1 | 0 | unknown | 0no
|
34 | admin. | married | secondary | no | 50 | yes | no | unknown | 20 | may | 89 | 2 | -1 | 0 | unknown | 0no
|
51 | housemaid | divorced | tertiary | no | 370 | yes | no | cellular | 19 | aug | 109 | 3 | -1 | 0 | unknown | 0no
|
54 | blue-collar | divorced | primary | no | -182 | no | no | cellular | 9 | jul | 98 | 1 | -1 | 0 | unknown | 0no
|
52 | self-employed | single | tertiary | no | 1,623 | yes | no | unknown | 5 | jun | 21 | 17 | -1 | 0 | unknown | 0no
|
43 | entrepreneur | married | tertiary | no | 13,342 | yes | no | cellular | 18 | nov | 465 | 1 | -1 | 0 | unknown | 0no
|
58 | retired | single | primary | no | 6,570 | no | no | cellular | 21 | jul | 106 | 3 | -1 | 0 | unknown | 0no
|
53 | admin. | married | secondary | no | 225 | yes | no | cellular | 20 | apr | 304 | 1 | 340 | 1 | failure | 0no
|
44 | management | married | secondary | no | -665 | no | no | cellular | 30 | jul | 342 | 3 | -1 | 0 | unknown | 0no
|
29 | management | single | tertiary | no | 0 | no | no | unknown | 16 | may | 16 | 25 | -1 | 0 | unknown | 0no
|
27 | services | single | secondary | no | 54 | yes | no | unknown | 28 | may | 543 | 2 | -1 | 0 | unknown | 1yes
|
35 | blue-collar | married | primary | no | 46 | no | no | cellular | 8 | jul | 338 | 3 | -1 | 0 | unknown | 0no
|
40 | self-employed | married | secondary | no | 2 | no | no | cellular | 22 | aug | 197 | 5 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 103 | yes | yes | unknown | 8 | may | 956 | 2 | -1 | 0 | unknown | 0no
|
38 | admin. | single | secondary | no | 883 | yes | no | cellular | 12 | may | 95 | 1 | 327 | 9 | other | 0no
|
32 | services | married | secondary | no | 55 | yes | no | unknown | 15 | may | 546 | 9 | -1 | 0 | unknown | 0no
|
41 | admin. | married | secondary | no | 8,238 | yes | yes | unknown | 30 | may | 124 | 4 | -1 | 0 | unknown | 0no
|
25 | blue-collar | single | secondary | no | 913 | yes | no | cellular | 7 | jul | 113 | 4 | -1 | 0 | unknown | 0no
|
38 | blue-collar | divorced | secondary | no | 595 | yes | no | cellular | 7 | may | 245 | 3 | -1 | 0 | unknown | 0no
|
26 | technician | single | secondary | no | 7 | yes | no | cellular | 22 | jul | 188 | 2 | -1 | 0 | unknown | 0no
|
37 | technician | single | tertiary | no | 1,661 | no | no | cellular | 19 | aug | 199 | 5 | -1 | 0 | unknown | 0no
|
30 | management | married | tertiary | no | 102 | yes | no | cellular | 5 | apr | 470 | 7 | 426 | 3 | other | 1yes
|
36 | services | married | secondary | no | 338 | no | no | unknown | 14 | may | 90 | 1 | -1 | 0 | unknown | 0no
|
33 | management | married | secondary | no | 3,132 | yes | no | unknown | 23 | may | 350 | 5 | -1 | 0 | unknown | 0no
|
33 | admin. | single | tertiary | no | 490 | yes | no | cellular | 7 | may | 31 | 1 | 363 | 2 | failure | 0no
|
35 | management | married | tertiary | no | 2,682 | yes | no | cellular | 9 | jul | 156 | 1 | -1 | 0 | unknown | 0no
|
24 | services | married | tertiary | no | 0 | yes | no | unknown | 27 | may | 299 | 1 | -1 | 0 | unknown | 0no
|
29 | unemployed | married | secondary | no | 596 | no | no | cellular | 30 | jan | 510 | 2 | -1 | 0 | unknown | 0no
|
54 | blue-collar | married | secondary | no | 2,059 | yes | no | cellular | 25 | aug | 177 | 4 | -1 | 0 | unknown | 0no
|
27 | admin. | married | secondary | no | 132 | no | no | cellular | 13 | oct | 123 | 2 | -1 | 0 | unknown | 0no
|
34 | management | married | secondary | no | 0 | no | no | cellular | 2 | feb | 270 | 1 | -1 | 0 | unknown | 0no
|
39 | blue-collar | married | primary | no | 385 | yes | no | unknown | 16 | may | 225 | 4 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | 223 | no | no | cellular | 28 | jan | 63 | 1 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 0 | yes | no | unknown | 3 | jun | 247 | 13 | -1 | 0 | unknown | 0no
|
26 | services | single | secondary | no | 512 | yes | yes | cellular | 30 | jan | 206 | 5 | 239 | 3 | failure | 0no
|
36 | entrepreneur | married | tertiary | no | 1,169 | yes | no | unknown | 6 | may | 168 | 2 | -1 | 0 | unknown | 0no
|
35 | management | single | tertiary | no | 71 | yes | no | unknown | 21 | may | 836 | 12 | -1 | 0 | unknown | 0no
|
30 | management | single | tertiary | no | 940 | no | no | cellular | 8 | aug | 131 | 2 | -1 | 0 | unknown | 0no
|
25 | technician | single | secondary | no | -80 | yes | yes | unknown | 3 | jun | 89 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | 0 | yes | no | cellular | 29 | aug | 116 | 4 | -1 | 0 | unknown | 0no
|
52 | unknown | married | unknown | no | 1,317 | no | no | unknown | 12 | jun | 58 | 1 | -1 | 0 | unknown | 0no
|
39 | admin. | married | secondary | no | 179 | no | no | unknown | 6 | sep | 36 | 1 | -1 | 0 | unknown | 0no
|
34 | management | married | secondary | no | 1,007 | yes | no | cellular | 21 | jul | 240 | 2 | -1 | 0 | unknown | 0no
|
34 | management | single | secondary | no | 0 | no | no | cellular | 22 | aug | 132 | 4 | -1 | 0 | unknown | 0no
|
30 | services | married | secondary | no | 1,286 | yes | yes | cellular | 17 | jul | 544 | 1 | -1 | 0 | unknown | 0no
|
33 | services | married | secondary | no | 804 | yes | yes | unknown | 8 | may | 266 | 1 | -1 | 0 | unknown | 0no
|
30 | student | single | secondary | no | 4 | no | no | cellular | 4 | feb | 443 | 2 | -1 | 0 | unknown | 0no
|
51 | blue-collar | married | primary | no | 0 | yes | no | cellular | 10 | jul | 324 | 1 | -1 | 0 | unknown | 0no
|
36 | services | single | secondary | no | 417 | yes | no | cellular | 6 | feb | 15 | 10 | 207 | 3 | failure | 0no
|
48 | blue-collar | married | primary | no | 1,678 | no | no | cellular | 28 | jan | 263 | 2 | -1 | 0 | unknown | 0no
|
37 | services | divorced | secondary | no | 532 | yes | no | unknown | 11 | jun | 199 | 1 | -1 | 0 | unknown | 0no
|
58 | management | married | secondary | no | 407 | yes | no | cellular | 29 | jul | 145 | 2 | -1 | 0 | unknown | 0no
|
56 | management | divorced | tertiary | no | 659 | no | yes | cellular | 2 | jun | 56 | 1 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 393 | yes | no | cellular | 5 | may | 11 | 9 | -1 | 0 | unknown | 0no
|
33 | admin. | divorced | secondary | no | 661 | yes | no | cellular | 18 | nov | 411 | 1 | 173 | 2 | other | 0no
|
26 | services | single | secondary | no | 0 | no | no | cellular | 29 | jul | 165 | 23 | -1 | 0 | unknown | 0no
|
40 | management | single | unknown | no | 838 | yes | no | unknown | 12 | may | 619 | 3 | -1 | 0 | unknown | 0no
|
35 | services | married | secondary | no | 195 | yes | no | cellular | 17 | apr | 203 | 1 | -1 | 0 | unknown | 0no
|
45 | entrepreneur | married | secondary | no | 68 | yes | no | unknown | 7 | may | 254 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | single | secondary | no | -242 | yes | no | cellular | 13 | aug | 1,149 | 6 | -1 | 0 | unknown | 1yes
|
35 | management | divorced | tertiary | no | 321 | yes | no | unknown | 9 | may | 189 | 1 | -1 | 0 | unknown | 0no
|
43 | services | single | secondary | no | 3,403 | yes | no | cellular | 12 | nov | 707 | 2 | 97 | 2 | success | 1yes
|
28 | blue-collar | married | secondary | no | 8 | yes | no | cellular | 15 | may | 196 | 1 | -1 | 0 | unknown | 0no
|
32 | blue-collar | divorced | secondary | no | 739 | yes | no | unknown | 9 | may | 171 | 1 | -1 | 0 | unknown | 0no
|
26 | unemployed | single | secondary | no | 622 | no | no | cellular | 28 | jan | 1,451 | 2 | -1 | 0 | unknown | 1yes
|
35 | services | married | secondary | no | 152 | yes | no | unknown | 2 | jun | 563 | 1 | -1 | 0 | unknown | 1yes
|
35 | technician | single | secondary | no | 2 | no | no | cellular | 11 | aug | 239 | 4 | -1 | 0 | unknown | 0no
|
39 | blue-collar | married | secondary | no | 1,439 | yes | no | telephone | 28 | jul | 73 | 6 | -1 | 0 | unknown | 0no
|
42 | blue-collar | divorced | secondary | no | 1,491 | yes | no | cellular | 6 | may | 203 | 2 | 334 | 2 | failure | 0no
|
32 | technician | single | secondary | no | 6,402 | yes | no | cellular | 6 | may | 158 | 1 | 167 | 1 | success | 0no
|
30 | unemployed | married | secondary | no | 1,210 | no | no | cellular | 9 | jul | 100 | 4 | -1 | 0 | unknown | 0no
|
26 | management | single | tertiary | no | 122 | no | yes | cellular | 8 | jul | 160 | 1 | -1 | 0 | unknown | 0no
|
30 | student | single | secondary | no | 0 | yes | no | cellular | 19 | nov | 661 | 1 | -1 | 0 | unknown | 0no
|
32 | management | married | tertiary | no | 62 | yes | no | cellular | 14 | may | 166 | 1 | -1 | 0 | unknown | 0no
|
47 | services | married | secondary | no | 3,333 | yes | yes | cellular | 29 | jul | 114 | 2 | -1 | 0 | unknown | 0no
|
33 | technician | married | tertiary | no | 16,992 | yes | no | unknown | 29 | may | 58 | 1 | -1 | 0 | unknown | 0no
|
57 | blue-collar | married | primary | no | 23 | yes | no | telephone | 31 | jul | 25 | 8 | -1 | 0 | unknown | 0no
|
35 | admin. | married | secondary | no | 0 | yes | no | cellular | 7 | may | 121 | 2 | -1 | 0 | unknown | 0no
|
53 | technician | married | tertiary | no | 6,072 | no | yes | unknown | 16 | jun | 226 | 4 | -1 | 0 | unknown | 0no
|
24 | retired | single | secondary | no | 366 | no | yes | unknown | 16 | may | 234 | 2 | -1 | 0 | unknown | 0no
|
54 | management | divorced | tertiary | no | 0 | no | yes | cellular | 10 | jul | 88 | 1 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 1,343 | yes | yes | unknown | 21 | may | 85 | 1 | -1 | 0 | unknown | 0no
|
41 | entrepreneur | married | secondary | no | 2,105 | yes | no | cellular | 18 | nov | 134 | 1 | -1 | 0 | unknown | 0no
|
44 | unknown | married | secondary | no | 2,319 | no | no | cellular | 4 | aug | 251 | 3 | -1 | 0 | unknown | 0no
|
35 | services | single | secondary | no | 35 | yes | no | cellular | 14 | may | 152 | 1 | -1 | 0 | unknown | 0no
|
30 | management | married | tertiary | no | 877 | no | no | cellular | 13 | aug | 202 | 1 | 83 | 5 | failure | 0no
|
43 | blue-collar | single | primary | no | 30 | yes | no | unknown | 30 | may | 379 | 17 | -1 | 0 | unknown | 0no
|
51 | entrepreneur | married | secondary | yes | -2,082 | no | yes | cellular | 28 | jul | 123 | 6 | -1 | 0 | unknown | 0no
|
60 | retired | married | secondary | no | 89 | no | no | cellular | 30 | apr | 156 | 2 | -1 | 0 | unknown | 0no
|