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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70 | retired | divorced | primary | no | 4,531 | no | no | cellular | 18 | may | 445 | 1 | -1 | 0 | unknown | 0no
|
65 | retired | divorced | primary | no | 1,840 | no | no | cellular | 1 | jun | 383 | 2 | 188 | 5 | failure | 0no
|
56 | blue-collar | married | secondary | no | 345 | yes | no | telephone | 22 | jul | 605 | 1 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | secondary | no | 1,287 | yes | no | cellular | 14 | jul | 330 | 2 | -1 | 0 | unknown | 0no
|
56 | management | married | unknown | no | 353 | no | yes | cellular | 25 | jul | 171 | 2 | -1 | 0 | unknown | 0no
|
56 | technician | married | secondary | no | 205 | no | yes | cellular | 23 | jul | 442 | 2 | -1 | 0 | unknown | 0no
|
49 | entrepreneur | married | secondary | no | 687 | yes | no | cellular | 17 | apr | 772 | 1 | -1 | 0 | unknown | 1yes
|
38 | unemployed | married | primary | no | 1,147 | yes | yes | unknown | 8 | may | 249 | 5 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 4,286 | yes | no | unknown | 9 | may | 357 | 1 | -1 | 0 | unknown | 0no
|
38 | admin. | married | tertiary | no | 605 | no | no | cellular | 18 | nov | 147 | 2 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | secondary | no | 8,545 | yes | yes | cellular | 6 | may | 199 | 7 | 167 | 1 | failure | 0no
|
55 | management | married | unknown | no | 559 | no | no | cellular | 28 | jan | 271 | 2 | -1 | 0 | unknown | 0no
|
43 | blue-collar | single | primary | no | 2 | yes | no | cellular | 30 | jul | 783 | 3 | -1 | 0 | unknown | 0no
|
43 | management | married | tertiary | no | 2 | no | yes | cellular | 20 | aug | 472 | 2 | -1 | 0 | unknown | 0no
|
25 | admin. | single | tertiary | no | 760 | yes | no | cellular | 27 | may | 223 | 3 | 89 | 2 | failure | 1yes
|
30 | blue-collar | married | primary | no | 1,317 | yes | no | unknown | 21 | may | 395 | 2 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | secondary | no | 182 | no | no | cellular | 4 | feb | 56 | 1 | -1 | 0 | unknown | 0no
|
50 | admin. | married | primary | no | 276 | no | yes | unknown | 17 | jun | 641 | 6 | -1 | 0 | unknown | 0no
|
35 | entrepreneur | married | secondary | no | 2,971 | no | no | cellular | 4 | may | 429 | 4 | 164 | 2 | failure | 1yes
|
26 | unemployed | single | secondary | no | 1,064 | no | no | unknown | 31 | may | 113 | 1 | -1 | 0 | unknown | 0no
|
45 | admin. | married | unknown | no | 1,783 | no | no | unknown | 20 | jun | 11 | 11 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | secondary | no | -67 | no | no | cellular | 2 | feb | 157 | 1 | -1 | 0 | unknown | 0no
|
60 | self-employed | single | tertiary | no | 179 | no | yes | cellular | 29 | jul | 79 | 4 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | 1,199 | no | no | cellular | 4 | aug | 178 | 1 | 1 | 1 | success | 1yes
|
47 | blue-collar | married | primary | no | 214 | yes | yes | unknown | 9 | jun | 168 | 1 | -1 | 0 | unknown | 0no
|
33 | technician | married | secondary | no | 6,699 | no | no | cellular | 9 | nov | 425 | 1 | 462 | 1 | failure | 0no
|
51 | unemployed | married | secondary | no | 1,760 | no | yes | cellular | 19 | nov | 162 | 1 | -1 | 0 | unknown | 0no
|
35 | entrepreneur | single | tertiary | no | 145 | yes | no | cellular | 18 | jul | 799 | 2 | -1 | 0 | unknown | 1yes
|
35 | unemployed | married | secondary | no | 978 | no | no | cellular | 29 | dec | 1,370 | 3 | 209 | 3 | success | 1yes
|
48 | admin. | single | secondary | no | 1,150 | yes | no | unknown | 28 | may | 357 | 1 | -1 | 0 | unknown | 0no
|
37 | admin. | married | secondary | no | 121 | no | no | cellular | 22 | jul | 22 | 6 | -1 | 0 | unknown | 0no
|
29 | technician | single | tertiary | no | 828 | yes | no | cellular | 16 | apr | 215 | 3 | 321 | 3 | other | 0no
|
34 | admin. | married | secondary | no | 244 | yes | no | cellular | 31 | jul | 56 | 4 | -1 | 0 | unknown | 0no
|
32 | services | married | primary | no | 228 | yes | no | cellular | 21 | jul | 1,017 | 6 | -1 | 0 | unknown | 1yes
|
30 | management | single | tertiary | no | 424 | no | no | cellular | 16 | apr | 298 | 4 | -1 | 0 | unknown | 1yes
|
47 | management | divorced | tertiary | no | 447 | no | yes | unknown | 7 | may | 126 | 1 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | primary | no | -195 | no | no | unknown | 20 | sep | 9 | 1 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 1,410 | yes | no | cellular | 5 | feb | 8 | 1 | 254 | 5 | failure | 0no
|
63 | retired | married | primary | no | 1,084 | no | no | cellular | 14 | oct | 201 | 1 | 183 | 1 | success | 0no
|
51 | self-employed | divorced | primary | no | 10,924 | no | no | cellular | 6 | may | 106 | 2 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 832 | yes | yes | cellular | 21 | nov | 164 | 1 | 176 | 1 | failure | 0no
|
56 | retired | married | tertiary | no | 478 | no | no | cellular | 5 | feb | 97 | 1 | -1 | 0 | unknown | 0no
|
60 | management | single | tertiary | no | 0 | no | yes | cellular | 23 | jul | 151 | 1 | -1 | 0 | unknown | 0no
|
41 | self-employed | single | tertiary | no | 3,950 | yes | no | unknown | 30 | may | 96 | 2 | -1 | 0 | unknown | 0no
|
37 | management | single | unknown | no | 504 | yes | no | cellular | 16 | apr | 555 | 1 | -1 | 0 | unknown | 0no
|
36 | blue-collar | single | secondary | no | 219 | yes | yes | cellular | 11 | may | 270 | 2 | 347 | 1 | failure | 0no
|
57 | management | married | tertiary | no | 1,602 | no | no | cellular | 29 | jul | 339 | 3 | -1 | 0 | unknown | 0no
|
55 | management | married | primary | no | 2,587 | no | no | cellular | 4 | sep | 328 | 2 | 94 | 2 | success | 1yes
|
44 | admin. | married | secondary | no | 0 | yes | yes | unknown | 16 | may | 159 | 1 | -1 | 0 | unknown | 0no
|
47 | self-employed | married | tertiary | no | 2,303 | yes | no | cellular | 6 | may | 323 | 2 | 364 | 1 | failure | 0no
|
31 | blue-collar | married | secondary | no | 1,660 | yes | no | cellular | 20 | apr | 342 | 1 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | yes | 32 | yes | no | cellular | 21 | nov | 180 | 1 | -1 | 0 | unknown | 0no
|
39 | management | married | tertiary | no | 278 | no | yes | cellular | 28 | jul | 60 | 3 | -1 | 0 | unknown | 0no
|
50 | management | married | tertiary | no | 4 | no | no | cellular | 17 | nov | 223 | 1 | 96 | 2 | failure | 0no
|
29 | management | married | tertiary | no | 318 | yes | no | cellular | 18 | may | 1,434 | 2 | 356 | 4 | failure | 0no
|
30 | services | single | secondary | no | 209 | yes | no | unknown | 6 | may | 30 | 2 | -1 | 0 | unknown | 0no
|
46 | services | married | secondary | no | 271 | yes | no | unknown | 16 | may | 134 | 4 | -1 | 0 | unknown | 0no
|
27 | management | single | unknown | no | 3,196 | no | no | cellular | 9 | feb | 10 | 2 | -1 | 0 | unknown | 0no
|
48 | admin. | divorced | secondary | no | 4,099 | no | no | cellular | 2 | apr | 397 | 2 | -1 | 0 | unknown | 1yes
|
26 | student | single | secondary | no | 2,572 | yes | no | cellular | 5 | may | 620 | 1 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 339 | no | no | cellular | 21 | nov | 6 | 6 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | 0 | yes | yes | cellular | 7 | may | 209 | 2 | -1 | 0 | unknown | 0no
|
50 | housemaid | married | primary | no | 395 | yes | no | unknown | 15 | may | 419 | 2 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | secondary | no | 2,039 | yes | no | cellular | 18 | nov | 283 | 2 | -1 | 0 | unknown | 0no
|
45 | management | married | tertiary | no | 5,450 | no | no | cellular | 8 | aug | 188 | 2 | -1 | 0 | unknown | 0no
|
23 | student | single | secondary | no | 780 | no | no | cellular | 16 | sep | 267 | 1 | -1 | 0 | unknown | 0no
|
38 | technician | single | secondary | no | 0 | yes | no | cellular | 7 | apr | 196 | 2 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 8,436 | yes | no | cellular | 17 | apr | 245 | 1 | 149 | 2 | failure | 0no
|
60 | technician | single | primary | no | 11,262 | no | no | cellular | 26 | aug | 323 | 1 | -1 | 0 | unknown | 1yes
|
30 | entrepreneur | married | secondary | no | 946 | yes | no | cellular | 19 | nov | 1,065 | 1 | 183 | 1 | other | 0no
|
58 | housemaid | married | tertiary | no | 497 | no | no | unknown | 11 | jun | 138 | 5 | -1 | 0 | unknown | 0no
|
60 | retired | married | primary | no | 55 | no | no | cellular | 4 | jun | 207 | 1 | -1 | 0 | unknown | 0no
|
38 | services | married | secondary | no | -140 | no | no | unknown | 25 | jun | 456 | 3 | -1 | 0 | unknown | 0no
|
51 | technician | married | secondary | no | -379 | yes | no | cellular | 5 | aug | 261 | 1 | -1 | 0 | unknown | 0no
|
42 | admin. | married | secondary | no | -396 | yes | no | cellular | 11 | may | 80 | 1 | 308 | 4 | failure | 0no
|
30 | services | single | secondary | no | 0 | yes | no | cellular | 18 | may | 131 | 6 | 363 | 9 | failure | 0no
|
40 | management | married | primary | no | 733 | yes | no | unknown | 6 | jun | 94 | 7 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 393 | yes | no | cellular | 14 | may | 567 | 3 | 275 | 4 | failure | 1yes
|
53 | technician | divorced | primary | no | 7,290 | yes | no | unknown | 30 | may | 153 | 1 | -1 | 0 | unknown | 0no
|
27 | services | single | secondary | no | 468 | yes | no | cellular | 13 | may | 109 | 1 | -1 | 0 | unknown | 0no
|
39 | blue-collar | married | secondary | no | 0 | yes | no | cellular | 30 | apr | 53 | 1 | 325 | 1 | failure | 0no
|
39 | blue-collar | married | primary | no | 3,705 | yes | no | unknown | 16 | jun | 77 | 1 | -1 | 0 | unknown | 0no
|
59 | retired | married | tertiary | no | 9,676 | no | no | telephone | 27 | mar | 234 | 2 | -1 | 0 | unknown | 1yes
|
37 | services | married | secondary | no | 1,328 | yes | no | telephone | 13 | may | 121 | 2 | 341 | 4 | failure | 0no
|
41 | blue-collar | married | primary | no | 8 | yes | no | cellular | 15 | jul | 155 | 2 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | primary | no | 61 | no | no | cellular | 17 | apr | 108 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 6,613 | no | no | unknown | 17 | jun | 159 | 3 | -1 | 0 | unknown | 0no
|
48 | technician | married | secondary | no | 302 | yes | no | unknown | 26 | may | 208 | 3 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 1,005 | no | no | cellular | 12 | may | 215 | 1 | -1 | 0 | unknown | 0no
|
35 | services | married | secondary | no | 109 | yes | no | unknown | 6 | may | 597 | 3 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 1,240 | yes | no | cellular | 4 | feb | 505 | 2 | 260 | 1 | other | 0no
|
28 | blue-collar | single | primary | no | 0 | yes | yes | unknown | 3 | jun | 380 | 4 | -1 | 0 | unknown | 0no
|
64 | retired | married | unknown | no | 2,923 | no | no | cellular | 12 | mar | 120 | 1 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 0 | no | no | cellular | 27 | aug | 106 | 4 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 43 | yes | no | cellular | 14 | may | 332 | 2 | 358 | 2 | failure | 0no
|
41 | technician | married | secondary | no | 288 | yes | no | unknown | 15 | may | 221 | 4 | -1 | 0 | unknown | 0no
|
34 | admin. | married | secondary | no | 613 | yes | no | cellular | 4 | jun | 80 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | single | tertiary | no | 6,101 | no | no | cellular | 4 | may | 60 | 5 | 87 | 1 | success | 0no
|
38 | blue-collar | married | primary | no | 168 | yes | yes | telephone | 13 | may | 212 | 3 | -1 | 0 | unknown | 0no
|
39 | blue-collar | married | primary | no | 7,685 | yes | no | cellular | 14 | apr | 493 | 3 | -1 | 0 | unknown | 0no
|