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 | technician | married | secondary | no | 3,333 | no | no | cellular | 8 | aug | 50 | 4 | -1 | 0 | unknown | 0no
|
48 | technician | married | secondary | no | 7,020 | no | no | cellular | 6 | aug | 80 | 2 | -1 | 0 | unknown | 0no
|
34 | admin. | married | tertiary | no | 37 | no | no | cellular | 6 | feb | 45 | 1 | -1 | 0 | unknown | 0no
|
28 | student | single | secondary | no | 28 | no | no | cellular | 29 | jan | 220 | 2 | -1 | 0 | unknown | 0no
|
40 | admin. | single | secondary | no | 1,670 | yes | no | unknown | 18 | jun | 161 | 2 | -1 | 0 | unknown | 0no
|
36 | entrepreneur | married | secondary | no | 134 | no | no | unknown | 20 | may | 98 | 1 | -1 | 0 | unknown | 0no
|
52 | retired | married | secondary | no | 603 | no | yes | unknown | 9 | jun | 79 | 1 | -1 | 0 | unknown | 0no
|
46 | admin. | married | primary | no | 276 | yes | yes | unknown | 6 | may | 157 | 2 | -1 | 0 | unknown | 0no
|
25 | technician | single | secondary | no | 2,157 | yes | no | cellular | 21 | jul | 339 | 1 | -1 | 0 | unknown | 0no
|
52 | blue-collar | married | secondary | no | 161 | yes | no | unknown | 13 | may | 274 | 2 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | primary | no | 3,658 | yes | no | unknown | 14 | may | 977 | 1 | -1 | 0 | unknown | 0no
|
26 | management | divorced | tertiary | yes | -402 | no | yes | unknown | 12 | may | 127 | 2 | -1 | 0 | unknown | 0no
|
26 | blue-collar | single | primary | no | 3,342 | yes | no | unknown | 4 | jun | 329 | 4 | -1 | 0 | unknown | 0no
|
35 | self-employed | single | secondary | no | 1,732 | no | no | telephone | 21 | nov | 1,441 | 3 | -1 | 0 | unknown | 0no
|
40 | admin. | single | secondary | no | 263 | yes | no | unknown | 6 | may | 231 | 1 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 623 | yes | no | cellular | 13 | may | 96 | 2 | 349 | 5 | failure | 0no
|
32 | admin. | married | secondary | no | 3,540 | yes | no | cellular | 18 | may | 213 | 1 | 178 | 1 | failure | 0no
|
33 | admin. | married | secondary | no | 95 | yes | no | cellular | 30 | apr | 335 | 1 | -1 | 0 | unknown | 1yes
|
53 | services | divorced | secondary | no | 765 | yes | no | cellular | 14 | may | 959 | 3 | 174 | 7 | other | 1yes
|
46 | technician | divorced | secondary | no | -824 | yes | no | cellular | 7 | aug | 429 | 3 | -1 | 0 | unknown | 1yes
|
28 | management | single | tertiary | no | 5,549 | no | no | cellular | 28 | jul | 383 | 6 | -1 | 0 | unknown | 0no
|
31 | blue-collar | married | secondary | no | 191 | yes | no | unknown | 2 | jun | 40 | 1 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | primary | no | 420 | yes | no | unknown | 7 | may | 110 | 2 | -1 | 0 | unknown | 0no
|
35 | admin. | married | secondary | no | 0 | no | no | unknown | 7 | may | 326 | 1 | -1 | 0 | unknown | 0no
|
50 | technician | divorced | unknown | no | 2,706 | yes | no | unknown | 28 | may | 179 | 3 | -1 | 0 | unknown | 0no
|
32 | technician | married | secondary | yes | 4 | yes | yes | cellular | 25 | aug | 132 | 8 | -1 | 0 | unknown | 0no
|
51 | admin. | married | secondary | no | 423 | yes | yes | cellular | 16 | oct | 95 | 1 | -1 | 0 | unknown | 0no
|
51 | management | married | tertiary | no | -892 | yes | yes | cellular | 14 | aug | 248 | 2 | -1 | 0 | unknown | 0no
|
31 | blue-collar | married | unknown | no | -120 | yes | no | cellular | 3 | feb | 100 | 3 | 201 | 2 | failure | 0no
|
41 | admin. | divorced | secondary | no | -365 | yes | no | unknown | 28 | may | 226 | 10 | -1 | 0 | unknown | 0no
|
57 | technician | married | tertiary | no | 27,069 | no | yes | unknown | 20 | jun | 174 | 3 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 8,038 | yes | no | cellular | 20 | apr | 29 | 3 | 152 | 1 | failure | 0no
|
47 | technician | married | secondary | no | -938 | yes | no | unknown | 28 | may | 176 | 2 | -1 | 0 | unknown | 0no
|
47 | admin. | divorced | secondary | no | 1,139 | yes | no | cellular | 11 | jul | 106 | 2 | -1 | 0 | unknown | 0no
|
36 | self-employed | married | secondary | no | 189 | yes | no | cellular | 19 | nov | 136 | 1 | 120 | 1 | failure | 0no
|
29 | housemaid | single | tertiary | no | 19 | no | no | cellular | 5 | feb | 110 | 2 | 64 | 2 | success | 1yes
|
39 | technician | married | secondary | no | 3,663 | no | no | cellular | 11 | aug | 230 | 3 | -1 | 0 | unknown | 0no
|
53 | blue-collar | single | unknown | no | 0 | no | no | unknown | 12 | may | 140 | 7 | -1 | 0 | unknown | 0no
|
47 | blue-collar | married | secondary | yes | -614 | yes | no | unknown | 26 | may | 118 | 2 | -1 | 0 | unknown | 0no
|
51 | technician | divorced | secondary | no | 2,323 | yes | yes | cellular | 18 | aug | 151 | 10 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 425 | yes | no | telephone | 9 | jul | 693 | 2 | -1 | 0 | unknown | 0no
|
32 | technician | married | secondary | no | 5,122 | no | no | cellular | 13 | aug | 31 | 1 | -1 | 0 | unknown | 0no
|
36 | management | divorced | tertiary | no | 608 | no | no | cellular | 26 | aug | 125 | 2 | -1 | 0 | unknown | 0no
|
50 | unknown | married | primary | no | 341 | yes | yes | cellular | 20 | apr | 670 | 4 | 340 | 2 | success | 1yes
|
39 | admin. | married | secondary | no | 607 | yes | no | cellular | 12 | may | 454 | 2 | 364 | 3 | failure | 1yes
|
31 | blue-collar | married | secondary | no | 1,495 | yes | yes | unknown | 23 | may | 159 | 3 | -1 | 0 | unknown | 0no
|
49 | admin. | married | secondary | no | 381 | no | no | cellular | 5 | aug | 504 | 2 | -1 | 0 | unknown | 0no
|
33 | unemployed | divorced | secondary | no | 385 | no | no | telephone | 27 | aug | 29 | 28 | -1 | 0 | unknown | 0no
|
26 | management | single | tertiary | no | 1,274 | yes | no | cellular | 1 | jun | 190 | 1 | 84 | 1 | failure | 0no
|
27 | blue-collar | married | secondary | no | 362 | yes | no | unknown | 14 | may | 332 | 2 | -1 | 0 | unknown | 0no
|
51 | blue-collar | married | primary | no | 377 | yes | no | telephone | 3 | feb | 143 | 4 | 272 | 1 | failure | 0no
|
26 | admin. | single | secondary | no | 802 | no | no | cellular | 30 | jan | 77 | 1 | 2 | 2 | other | 0no
|
45 | admin. | married | secondary | no | 194 | no | no | cellular | 31 | jul | 517 | 4 | -1 | 0 | unknown | 0no
|
54 | technician | married | secondary | no | -315 | no | yes | cellular | 10 | jul | 2,029 | 1 | -1 | 0 | unknown | 1yes
|
49 | technician | married | tertiary | no | 1,843 | yes | no | cellular | 25 | may | 269 | 1 | -1 | 0 | unknown | 0no
|
47 | technician | married | secondary | no | -9 | no | no | cellular | 14 | aug | 457 | 2 | -1 | 0 | unknown | 0no
|
42 | housemaid | married | primary | no | 83 | no | yes | cellular | 7 | aug | 184 | 1 | -1 | 0 | unknown | 0no
|
50 | entrepreneur | married | tertiary | no | 433 | yes | no | cellular | 18 | may | 47 | 4 | -1 | 0 | unknown | 0no
|
37 | admin. | married | secondary | no | -107 | yes | no | unknown | 28 | may | 158 | 2 | -1 | 0 | unknown | 0no
|
54 | blue-collar | married | primary | no | 4,503 | no | no | telephone | 21 | nov | 168 | 3 | -1 | 0 | unknown | 0no
|
40 | services | married | secondary | no | 51 | yes | no | cellular | 11 | may | 50 | 1 | -1 | 0 | unknown | 0no
|
50 | services | married | secondary | no | 961 | no | yes | cellular | 14 | aug | 757 | 4 | -1 | 0 | unknown | 0no
|
57 | retired | married | secondary | no | 49 | yes | yes | cellular | 25 | aug | 93 | 4 | -1 | 0 | unknown | 0no
|
33 | technician | married | secondary | no | 3,470 | no | no | cellular | 11 | aug | 285 | 2 | -1 | 0 | unknown | 0no
|
49 | technician | married | secondary | no | -147 | yes | no | cellular | 20 | apr | 390 | 1 | -1 | 0 | unknown | 0no
|
35 | services | married | secondary | no | 0 | yes | no | cellular | 18 | may | 146 | 2 | -1 | 0 | unknown | 0no
|
28 | blue-collar | single | secondary | no | 0 | yes | no | unknown | 28 | may | 386 | 1 | -1 | 0 | unknown | 0no
|
58 | management | married | tertiary | no | 172 | no | no | cellular | 19 | aug | 145 | 7 | -1 | 0 | unknown | 0no
|
31 | admin. | single | secondary | no | -407 | no | yes | cellular | 7 | jul | 230 | 1 | -1 | 0 | unknown | 0no
|
36 | management | divorced | tertiary | no | 649 | no | no | cellular | 16 | jul | 237 | 2 | 91 | 1 | failure | 0no
|
49 | blue-collar | single | primary | no | 1,040 | no | no | cellular | 8 | jul | 474 | 2 | -1 | 0 | unknown | 0no
|
30 | unemployed | married | secondary | no | 142 | yes | no | unknown | 20 | may | 350 | 4 | -1 | 0 | unknown | 0no
|
29 | services | single | secondary | no | 209 | yes | no | cellular | 28 | jul | 487 | 7 | -1 | 0 | unknown | 0no
|
50 | management | married | unknown | no | 3,304 | no | no | unknown | 5 | jun | 1,009 | 2 | -1 | 0 | unknown | 0no
|
26 | student | single | tertiary | no | 294 | no | no | cellular | 5 | mar | 87 | 1 | 91 | 2 | success | 1yes
|
27 | housemaid | married | secondary | no | 4,848 | yes | yes | telephone | 23 | jul | 82 | 3 | -1 | 0 | unknown | 0no
|
32 | blue-collar | single | secondary | no | 1,670 | yes | no | cellular | 18 | may | 183 | 1 | -1 | 0 | unknown | 0no
|
62 | unknown | married | secondary | no | 367 | no | no | telephone | 2 | mar | 139 | 5 | -1 | 0 | unknown | 0no
|
34 | blue-collar | single | secondary | no | 13,683 | yes | no | unknown | 3 | jun | 115 | 3 | -1 | 0 | unknown | 0no
|
25 | admin. | single | tertiary | no | 1,420 | no | no | cellular | 8 | apr | 124 | 2 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | 340 | yes | no | unknown | 3 | jun | 633 | 28 | -1 | 0 | unknown | 0no
|
44 | technician | single | secondary | no | 1,679 | no | no | telephone | 20 | oct | 718 | 1 | -1 | 0 | unknown | 1yes
|
38 | management | married | tertiary | no | 1,198 | yes | no | cellular | 2 | feb | 63 | 1 | -1 | 0 | unknown | 0no
|
57 | admin. | married | secondary | no | 169 | no | no | cellular | 14 | aug | 180 | 1 | 106 | 2 | failure | 0no
|
36 | self-employed | married | tertiary | no | 506 | no | no | cellular | 25 | aug | 47 | 1 | 120 | 1 | failure | 0no
|
41 | entrepreneur | married | secondary | no | 1,249 | yes | no | cellular | 9 | jul | 391 | 1 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 678 | no | yes | unknown | 4 | jul | 85 | 3 | -1 | 0 | unknown | 0no
|
27 | management | single | tertiary | no | 212 | yes | no | cellular | 15 | may | 373 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | divorced | secondary | no | 23 | no | no | cellular | 20 | aug | 289 | 2 | -1 | 0 | unknown | 0no
|
47 | management | single | tertiary | no | 4,402 | no | no | telephone | 10 | dec | 805 | 1 | 190 | 1 | other | 1yes
|
31 | services | divorced | primary | no | 459 | yes | no | cellular | 7 | may | 623 | 1 | 293 | 1 | success | 1yes
|
39 | self-employed | married | secondary | no | 4,722 | yes | no | unknown | 17 | jun | 483 | 1 | -1 | 0 | unknown | 0no
|
35 | admin. | divorced | tertiary | no | 1,555 | yes | no | unknown | 9 | may | 26 | 2 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 61 | yes | no | unknown | 7 | may | 112 | 3 | -1 | 0 | unknown | 0no
|
38 | management | single | tertiary | no | 0 | yes | no | cellular | 17 | nov | 213 | 2 | -1 | 0 | unknown | 0no
|
31 | technician | married | secondary | no | 3,706 | yes | no | cellular | 20 | nov | 129 | 1 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | primary | no | 1,177 | no | no | cellular | 15 | apr | 330 | 1 | 311 | 4 | success | 1yes
|
53 | management | married | primary | no | 2,096 | no | no | unknown | 9 | jun | 104 | 1 | -1 | 0 | unknown | 0no
|
59 | blue-collar | married | primary | no | 748 | no | no | unknown | 29 | may | 184 | 1 | -1 | 0 | unknown | 0no
|
29 | management | single | tertiary | no | 3,357 | no | no | cellular | 21 | jul | 120 | 3 | -1 | 0 | unknown | 0no
|
Subsets and Splits