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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
53 | admin. | divorced | secondary | no | 26 | yes | no | cellular | 7 | may | 56 | 1 | 359 | 1 | failure | 0no
|
36 | technician | married | secondary | no | 191 | no | no | cellular | 31 | aug | 69 | 1 | -1 | 0 | unknown | 0no
|
58 | technician | divorced | secondary | no | -123 | no | no | cellular | 5 | aug | 131 | 2 | -1 | 0 | unknown | 0no
|
26 | student | single | secondary | no | -147 | no | no | unknown | 4 | jun | 95 | 2 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 179 | no | no | cellular | 19 | aug | 294 | 3 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | primary | no | 1,086 | yes | no | cellular | 6 | may | 146 | 1 | 272 | 2 | failure | 0no
|
55 | blue-collar | married | secondary | no | 471 | yes | no | unknown | 30 | may | 58 | 2 | -1 | 0 | unknown | 0no
|
34 | entrepreneur | married | tertiary | no | 105 | yes | no | unknown | 28 | may | 249 | 2 | -1 | 0 | unknown | 0no
|
41 | entrepreneur | divorced | secondary | no | 1,588 | yes | yes | unknown | 20 | jun | 10 | 8 | -1 | 0 | unknown | 0no
|
38 | housemaid | divorced | secondary | no | 70 | no | no | cellular | 27 | oct | 255 | 3 | 148 | 1 | success | 1yes
|
28 | blue-collar | single | secondary | no | 2,700 | no | no | cellular | 3 | feb | 337 | 4 | -1 | 0 | unknown | 0no
|
41 | technician | married | secondary | no | 1,602 | yes | no | cellular | 2 | jun | 142 | 1 | -1 | 0 | unknown | 0no
|
30 | admin. | married | tertiary | no | 0 | yes | no | cellular | 24 | jul | 209 | 2 | -1 | 0 | unknown | 0no
|
39 | technician | married | unknown | no | 839 | no | no | unknown | 30 | may | 825 | 2 | -1 | 0 | unknown | 0no
|
41 | admin. | married | secondary | no | 21,515 | yes | no | unknown | 5 | jun | 87 | 1 | -1 | 0 | unknown | 0no
|
36 | technician | married | secondary | no | 5,902 | yes | no | unknown | 23 | may | 219 | 4 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 547 | yes | yes | unknown | 21 | may | 143 | 1 | -1 | 0 | unknown | 0no
|
59 | self-employed | married | tertiary | no | 3,800 | no | yes | cellular | 9 | jul | 70 | 1 | -1 | 0 | unknown | 0no
|
26 | technician | single | secondary | no | 261 | yes | no | unknown | 27 | may | 371 | 2 | -1 | 0 | unknown | 0no
|
43 | technician | married | secondary | no | 0 | yes | yes | cellular | 4 | feb | 539 | 8 | 204 | 5 | failure | 0no
|
42 | management | married | secondary | yes | -34 | no | no | cellular | 5 | feb | 176 | 1 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | unknown | no | 9,328 | yes | no | cellular | 5 | may | 725 | 3 | -1 | 0 | unknown | 1yes
|
31 | admin. | married | secondary | no | 5 | yes | yes | cellular | 16 | jul | 101 | 7 | -1 | 0 | unknown | 0no
|
43 | unemployed | married | secondary | no | 3,529 | no | no | cellular | 5 | feb | 169 | 2 | -1 | 0 | unknown | 0no
|
48 | blue-collar | single | tertiary | no | 2,330 | yes | no | unknown | 4 | jun | 15 | 1 | -1 | 0 | unknown | 0no
|
41 | blue-collar | married | secondary | no | 1,334 | yes | no | cellular | 20 | apr | 234 | 5 | -1 | 0 | unknown | 0no
|
32 | self-employed | married | tertiary | no | 3,601 | no | no | cellular | 22 | aug | 171 | 15 | -1 | 0 | unknown | 0no
|
45 | technician | married | tertiary | no | 265 | no | no | cellular | 28 | aug | 14 | 3 | -1 | 0 | unknown | 0no
|
52 | admin. | single | unknown | no | 2,227 | no | no | cellular | 24 | feb | 242 | 2 | -1 | 0 | unknown | 1yes
|
37 | self-employed | married | secondary | no | 487 | no | yes | cellular | 27 | aug | 155 | 15 | -1 | 0 | unknown | 0no
|
38 | blue-collar | divorced | secondary | no | 0 | yes | no | cellular | 11 | may | 580 | 1 | 173 | 1 | failure | 0no
|
36 | services | single | secondary | no | 174 | yes | no | unknown | 7 | may | 223 | 2 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 14,412 | no | no | cellular | 18 | nov | 297 | 1 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 3,288 | no | no | cellular | 8 | aug | 124 | 2 | -1 | 0 | unknown | 0no
|
30 | technician | single | secondary | no | 57 | no | no | cellular | 2 | feb | 465 | 2 | -1 | 0 | unknown | 0no
|
47 | technician | married | secondary | no | 2,246 | yes | no | cellular | 10 | jul | 330 | 1 | -1 | 0 | unknown | 0no
|
40 | technician | married | secondary | no | 4,441 | yes | no | cellular | 20 | nov | 153 | 2 | 183 | 2 | failure | 0no
|
42 | management | divorced | tertiary | no | 0 | no | no | unknown | 19 | may | 131 | 2 | -1 | 0 | unknown | 0no
|
71 | unknown | married | tertiary | no | 353 | no | no | cellular | 27 | jan | 208 | 1 | 93 | 2 | failure | 0no
|
54 | blue-collar | married | secondary | no | 448 | yes | yes | cellular | 5 | aug | 98 | 1 | -1 | 0 | unknown | 0no
|
53 | entrepreneur | married | primary | no | 27 | yes | no | telephone | 10 | sep | 230 | 3 | -1 | 0 | unknown | 1yes
|
33 | blue-collar | divorced | secondary | no | 474 | no | no | cellular | 22 | jul | 400 | 2 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | 1,185 | yes | no | cellular | 30 | apr | 284 | 1 | 339 | 1 | failure | 0no
|
39 | services | divorced | secondary | no | 282 | yes | no | cellular | 17 | jul | 243 | 1 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 2 | yes | no | cellular | 15 | may | 16 | 9 | 309 | 1 | failure | 0no
|
34 | technician | single | secondary | no | 60 | no | no | cellular | 7 | aug | 274 | 2 | -1 | 0 | unknown | 0no
|
39 | self-employed | single | tertiary | no | 3,972 | no | no | cellular | 30 | jul | 122 | 3 | -1 | 0 | unknown | 0no
|
75 | retired | married | secondary | no | 26,452 | no | no | telephone | 15 | jul | 219 | 2 | -1 | 0 | unknown | 0no
|
33 | admin. | divorced | secondary | no | 818 | yes | yes | cellular | 16 | apr | 301 | 3 | -1 | 0 | unknown | 0no
|
40 | services | married | secondary | no | 9,374 | yes | no | cellular | 21 | nov | 7 | 8 | 185 | 1 | failure | 0no
|
37 | technician | married | unknown | no | 47 | no | no | unknown | 19 | jun | 374 | 3 | -1 | 0 | unknown | 0no
|
69 | retired | married | primary | no | 279 | no | no | telephone | 12 | aug | 26 | 1 | -1 | 0 | unknown | 0no
|
52 | unemployed | married | primary | no | 20 | yes | no | telephone | 28 | jan | 172 | 1 | -1 | 0 | unknown | 0no
|
31 | admin. | divorced | secondary | no | 360 | no | no | cellular | 15 | may | 332 | 1 | 297 | 2 | other | 0no
|
28 | technician | single | secondary | no | 1,532 | no | no | cellular | 22 | may | 253 | 1 | 107 | 5 | failure | 0no
|
29 | management | single | tertiary | no | 1,673 | no | no | cellular | 16 | aug | 200 | 2 | 159 | 3 | other | 0no
|
46 | services | married | secondary | no | 2,420 | no | no | cellular | 19 | nov | 405 | 2 | -1 | 0 | unknown | 0no
|
28 | blue-collar | married | secondary | no | 100 | yes | yes | unknown | 27 | may | 132 | 2 | -1 | 0 | unknown | 0no
|
41 | admin. | married | secondary | no | 0 | no | no | unknown | 20 | jun | 89 | 1 | -1 | 0 | unknown | 0no
|
42 | technician | divorced | secondary | no | 1,533 | no | yes | cellular | 5 | aug | 86 | 1 | -1 | 0 | unknown | 0no
|
34 | admin. | single | secondary | no | 296 | no | no | cellular | 7 | jul | 147 | 4 | -1 | 0 | unknown | 0no
|
28 | blue-collar | married | secondary | no | 2,788 | yes | no | unknown | 6 | jun | 369 | 2 | -1 | 0 | unknown | 1yes
|
43 | management | single | secondary | no | 109 | yes | no | unknown | 27 | may | 64 | 3 | -1 | 0 | unknown | 0no
|
32 | technician | married | secondary | no | 485 | no | no | cellular | 26 | aug | 98 | 14 | -1 | 0 | unknown | 0no
|
33 | technician | single | tertiary | no | 125 | no | no | telephone | 29 | aug | 66 | 2 | -1 | 0 | unknown | 0no
|
70 | retired | married | secondary | no | 616 | no | no | cellular | 27 | apr | 149 | 2 | 182 | 1 | failure | 0no
|
36 | services | married | secondary | no | 3,064 | yes | no | telephone | 26 | aug | 240 | 3 | 107 | 4 | failure | 0no
|
53 | technician | married | secondary | no | 206 | no | no | cellular | 26 | aug | 87 | 6 | -1 | 0 | unknown | 0no
|
30 | blue-collar | single | secondary | no | 6,900 | no | no | cellular | 21 | nov | 816 | 1 | -1 | 0 | unknown | 0no
|
45 | services | divorced | secondary | no | -179 | no | no | unknown | 3 | jul | 155 | 2 | -1 | 0 | unknown | 0no
|
31 | services | single | secondary | no | 481 | yes | no | cellular | 20 | nov | 106 | 2 | 183 | 2 | failure | 0no
|
28 | admin. | married | secondary | no | 12 | yes | no | cellular | 30 | jan | 73 | 3 | 256 | 3 | other | 0no
|
45 | blue-collar | married | primary | no | 0 | no | no | unknown | 23 | may | 574 | 5 | -1 | 0 | unknown | 0no
|
51 | management | married | tertiary | no | 176 | yes | yes | unknown | 1 | jun | 8 | 1 | 687 | 2 | failure | 0no
|
53 | management | married | primary | no | 4,086 | no | no | unknown | 20 | jun | 14 | 3 | -1 | 0 | unknown | 0no
|
40 | technician | married | secondary | no | 257 | yes | no | unknown | 16 | may | 731 | 4 | -1 | 0 | unknown | 0no
|
53 | blue-collar | married | primary | no | 53 | yes | no | cellular | 7 | apr | 208 | 1 | 140 | 1 | failure | 0no
|
31 | blue-collar | divorced | secondary | no | 6 | yes | no | cellular | 29 | jan | 821 | 1 | -1 | 0 | unknown | 0no
|
30 | management | married | tertiary | no | 562 | no | no | cellular | 21 | aug | 137 | 4 | -1 | 0 | unknown | 0no
|
53 | entrepreneur | married | secondary | no | -118 | yes | no | unknown | 9 | may | 101 | 3 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | primary | no | 2,805 | yes | no | cellular | 14 | may | 173 | 6 | 353 | 23 | failure | 0no
|
26 | management | single | secondary | no | 565 | yes | no | unknown | 6 | jun | 582 | 11 | -1 | 0 | unknown | 0no
|
47 | blue-collar | married | secondary | no | 0 | yes | no | cellular | 21 | jul | 676 | 1 | -1 | 0 | unknown | 0no
|
51 | management | married | tertiary | no | 1,612 | no | no | cellular | 16 | mar | 384 | 1 | 182 | 5 | failure | 0no
|
45 | unemployed | married | primary | no | 180 | yes | yes | unknown | 27 | may | 62 | 2 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 0 | yes | no | cellular | 21 | jul | 295 | 3 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 876 | yes | no | unknown | 23 | may | 241 | 2 | -1 | 0 | unknown | 0no
|
57 | admin. | married | secondary | no | 2,137 | no | no | telephone | 8 | jul | 132 | 7 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | 260 | yes | no | telephone | 31 | jul | 175 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | yes | -53 | yes | no | cellular | 16 | apr | 648 | 1 | 272 | 1 | other | 1yes
|
30 | management | married | tertiary | no | 944 | no | no | cellular | 29 | oct | 251 | 2 | -1 | 0 | unknown | 1yes
|
36 | technician | married | secondary | no | 2,394 | no | no | cellular | 14 | aug | 184 | 2 | -1 | 0 | unknown | 0no
|
43 | technician | married | secondary | no | 297 | yes | no | cellular | 14 | oct | 119 | 3 | -1 | 0 | unknown | 0no
|
69 | retired | single | tertiary | no | 2,144 | no | no | cellular | 29 | jul | 417 | 1 | 184 | 4 | success | 1yes
|
31 | technician | single | tertiary | no | 969 | no | no | cellular | 15 | jun | 95 | 1 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 0 | no | no | cellular | 14 | jul | 125 | 2 | -1 | 0 | unknown | 0no
|
26 | entrepreneur | married | tertiary | no | 37 | yes | yes | cellular | 6 | may | 207 | 1 | 363 | 2 | failure | 0no
|
46 | technician | married | secondary | no | 410 | no | yes | cellular | 21 | nov | 162 | 5 | -1 | 0 | unknown | 0no
|
30 | technician | married | secondary | no | 1,211 | yes | no | cellular | 18 | may | 176 | 1 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 71 | no | no | cellular | 22 | aug | 107 | 6 | -1 | 0 | unknown | 0no
|
Subsets and Splits