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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | management | married | tertiary | no | 2,960 | yes | no | cellular | 20 | nov | 83 | 1 | -1 | 0 | unknown | 0no
|
29 | unemployed | single | secondary | no | 486 | no | no | telephone | 30 | apr | 95 | 1 | -1 | 0 | unknown | 0no
|
51 | retired | divorced | secondary | no | 343 | yes | no | unknown | 30 | may | 78 | 2 | -1 | 0 | unknown | 0no
|
40 | unemployed | divorced | secondary | no | 507 | yes | no | cellular | 2 | feb | 134 | 1 | 266 | 7 | failure | 0no
|
35 | management | single | tertiary | no | 5,958 | yes | no | cellular | 22 | mar | 215 | 1 | -1 | 0 | unknown | 1yes
|
25 | student | single | secondary | no | 304 | no | no | cellular | 26 | may | 226 | 2 | -1 | 0 | unknown | 1yes
|
32 | blue-collar | single | secondary | no | 118 | yes | no | cellular | 17 | jul | 1,275 | 1 | -1 | 0 | unknown | 1yes
|
30 | self-employed | married | secondary | no | 123 | no | yes | unknown | 17 | jul | 66 | 1 | 85 | 5 | other | 0no
|
38 | management | married | tertiary | no | 76 | yes | no | cellular | 7 | jul | 196 | 3 | -1 | 0 | unknown | 0no
|
46 | admin. | married | secondary | no | 70 | yes | no | cellular | 27 | mar | 229 | 2 | -1 | 0 | unknown | 1yes
|
43 | unemployed | married | primary | no | 960 | yes | yes | unknown | 15 | may | 241 | 2 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 2,185 | no | no | cellular | 20 | nov | 354 | 2 | -1 | 0 | unknown | 0no
|
29 | blue-collar | single | secondary | no | 309 | yes | no | cellular | 11 | may | 471 | 3 | -1 | 0 | unknown | 0no
|
56 | blue-collar | married | secondary | no | 2,190 | no | yes | cellular | 30 | jan | 90 | 2 | 232 | 1 | failure | 0no
|
57 | technician | married | primary | no | 0 | no | no | unknown | 5 | jun | 58 | 8 | -1 | 0 | unknown | 0no
|
38 | admin. | married | secondary | no | 3,732 | yes | no | unknown | 21 | may | 379 | 2 | -1 | 0 | unknown | 0no
|
51 | technician | married | primary | no | 1,550 | no | no | unknown | 20 | jun | 12 | 5 | -1 | 0 | unknown | 0no
|
35 | admin. | single | tertiary | no | 62 | no | yes | cellular | 30 | apr | 67 | 1 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | primary | no | 704 | no | no | unknown | 18 | jun | 165 | 7 | -1 | 0 | unknown | 0no
|
48 | management | married | secondary | no | 4,415 | yes | no | cellular | 8 | apr | 1,032 | 3 | 141 | 7 | failure | 1yes
|
30 | blue-collar | single | secondary | yes | 4 | yes | no | unknown | 23 | may | 84 | 3 | -1 | 0 | unknown | 0no
|
60 | retired | married | secondary | no | 262 | no | no | cellular | 18 | aug | 393 | 4 | -1 | 0 | unknown | 0no
|
56 | management | married | secondary | no | 238 | yes | no | cellular | 19 | nov | 808 | 1 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | primary | no | 97 | yes | no | unknown | 7 | may | 923 | 3 | -1 | 0 | unknown | 0no
|
38 | technician | divorced | secondary | no | 410 | no | no | cellular | 11 | aug | 63 | 6 | -1 | 0 | unknown | 0no
|
20 | student | single | secondary | no | 1,191 | no | no | cellular | 12 | feb | 274 | 1 | -1 | 0 | unknown | 0no
|
59 | retired | married | primary | no | -47 | yes | no | cellular | 27 | aug | 84 | 4 | -1 | 0 | unknown | 0no
|
34 | technician | married | tertiary | no | 197 | no | no | cellular | 20 | aug | 78 | 3 | -1 | 0 | unknown | 1yes
|
36 | blue-collar | married | unknown | no | 6 | no | no | unknown | 20 | jun | 41 | 7 | -1 | 0 | unknown | 0no
|
53 | admin. | single | secondary | no | 2,398 | yes | no | cellular | 2 | aug | 317 | 1 | 180 | 2 | failure | 1yes
|
51 | management | married | tertiary | no | 630 | yes | no | cellular | 5 | may | 138 | 1 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 235 | no | no | cellular | 27 | aug | 88 | 4 | -1 | 0 | unknown | 0no
|
48 | management | married | primary | no | 1,910 | yes | no | unknown | 29 | may | 413 | 2 | -1 | 0 | unknown | 0no
|
56 | management | married | tertiary | no | 3,172 | yes | no | cellular | 5 | feb | 139 | 1 | -1 | 0 | unknown | 0no
|
51 | blue-collar | married | primary | no | 872 | no | no | cellular | 8 | aug | 82 | 2 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | secondary | no | 407 | yes | no | cellular | 20 | apr | 12 | 6 | -1 | 0 | unknown | 0no
|
40 | admin. | single | secondary | no | 100 | yes | no | cellular | 11 | aug | 221 | 1 | 461 | 1 | success | 1yes
|
59 | housemaid | married | secondary | no | 345 | no | no | unknown | 9 | jun | 38 | 1 | -1 | 0 | unknown | 0no
|
44 | management | divorced | tertiary | no | 2,058 | no | yes | cellular | 21 | nov | 661 | 1 | -1 | 0 | unknown | 0no
|
49 | housemaid | married | primary | no | 889 | no | no | telephone | 7 | jul | 388 | 1 | -1 | 0 | unknown | 1yes
|
35 | admin. | married | tertiary | no | 0 | yes | no | cellular | 28 | jul | 151 | 7 | -1 | 0 | unknown | 0no
|
41 | management | married | tertiary | no | 51 | no | no | cellular | 25 | aug | 140 | 8 | -1 | 0 | unknown | 0no
|
55 | retired | married | primary | no | 150 | no | no | cellular | 8 | jul | 124 | 1 | -1 | 0 | unknown | 0no
|
51 | self-employed | married | secondary | yes | 34 | no | yes | cellular | 7 | jul | 200 | 1 | -1 | 0 | unknown | 0no
|
27 | services | single | secondary | no | 795 | no | no | cellular | 6 | feb | 101 | 3 | -1 | 0 | unknown | 0no
|
57 | blue-collar | married | primary | no | 282 | no | yes | cellular | 7 | jul | 261 | 12 | -1 | 0 | unknown | 0no
|
51 | management | single | tertiary | no | 2,139 | no | no | cellular | 17 | nov | 176 | 2 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | -469 | yes | no | unknown | 16 | jun | 209 | 12 | -1 | 0 | unknown | 0no
|
49 | admin. | married | secondary | no | 197 | yes | no | cellular | 13 | apr | 223 | 1 | 182 | 2 | failure | 1yes
|
40 | technician | single | tertiary | no | 825 | yes | no | cellular | 20 | apr | 38 | 1 | 335 | 1 | other | 0no
|
47 | housemaid | single | tertiary | no | 3,232 | no | no | telephone | 6 | oct | 541 | 1 | 204 | 3 | failure | 0no
|
48 | management | divorced | secondary | no | 1,598 | yes | no | unknown | 29 | may | 84 | 1 | -1 | 0 | unknown | 0no
|
47 | services | married | tertiary | no | 871 | no | no | cellular | 22 | aug | 602 | 9 | -1 | 0 | unknown | 0no
|
56 | services | married | secondary | no | 83 | no | no | cellular | 27 | aug | 26 | 11 | -1 | 0 | unknown | 0no
|
29 | management | single | tertiary | no | 1,445 | no | no | cellular | 26 | apr | 328 | 2 | 143 | 2 | success | 1yes
|
38 | technician | married | secondary | no | 226 | yes | no | unknown | 30 | may | 762 | 3 | -1 | 0 | unknown | 1yes
|
32 | management | married | tertiary | no | -55 | yes | no | cellular | 26 | aug | 107 | 4 | -1 | 0 | unknown | 0no
|
42 | admin. | single | secondary | no | 243 | yes | no | unknown | 14 | may | 46 | 5 | -1 | 0 | unknown | 0no
|
30 | blue-collar | married | primary | no | -336 | no | no | cellular | 10 | jul | 128 | 6 | -1 | 0 | unknown | 0no
|
26 | admin. | single | tertiary | no | 3,672 | yes | no | unknown | 29 | may | 360 | 5 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 0 | yes | no | cellular | 9 | nov | 524 | 1 | 96 | 5 | success | 1yes
|
35 | technician | married | secondary | no | 251 | yes | yes | unknown | 1 | jul | 128 | 3 | -1 | 0 | unknown | 0no
|
35 | self-employed | single | tertiary | no | 44 | no | no | cellular | 7 | sep | 310 | 2 | 96 | 2 | other | 0no
|
57 | blue-collar | married | secondary | no | 2,887 | no | no | cellular | 21 | aug | 819 | 10 | -1 | 0 | unknown | 1yes
|
29 | admin. | single | secondary | no | 1,992 | no | no | cellular | 8 | jul | 202 | 1 | 87 | 2 | failure | 0no
|
32 | blue-collar | single | secondary | no | 2 | no | no | unknown | 9 | may | 144 | 2 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 1,415 | yes | no | cellular | 24 | jul | 311 | 1 | -1 | 0 | unknown | 0no
|
51 | management | single | tertiary | no | 297 | yes | no | cellular | 15 | may | 415 | 4 | 375 | 1 | failure | 1yes
|
31 | technician | single | secondary | no | 1,094 | yes | no | unknown | 12 | jun | 93 | 8 | -1 | 0 | unknown | 0no
|
50 | self-employed | married | unknown | no | -84 | yes | no | unknown | 6 | may | 101 | 1 | -1 | 0 | unknown | 0no
|
38 | blue-collar | single | secondary | no | -1 | yes | no | unknown | 7 | may | 72 | 1 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 347 | yes | no | cellular | 22 | jul | 282 | 1 | -1 | 0 | unknown | 0no
|
35 | management | married | tertiary | no | 1,253 | yes | no | unknown | 19 | may | 210 | 2 | -1 | 0 | unknown | 0no
|
37 | unemployed | married | unknown | no | 4,565 | no | no | cellular | 4 | sep | 369 | 1 | -1 | 0 | unknown | 0no
|
28 | management | single | tertiary | no | 781 | no | no | cellular | 9 | apr | 125 | 6 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | 7,124 | no | no | unknown | 16 | jun | 301 | 6 | -1 | 0 | unknown | 0no
|
43 | management | married | secondary | no | 17,555 | no | no | cellular | 26 | aug | 14 | 14 | -1 | 0 | unknown | 0no
|
43 | management | married | unknown | no | 5,172 | yes | no | unknown | 29 | may | 57 | 3 | -1 | 0 | unknown | 0no
|
56 | management | married | tertiary | no | 15,520 | no | no | cellular | 18 | nov | 420 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 13,711 | yes | no | cellular | 14 | may | 638 | 1 | 175 | 3 | success | 0no
|
58 | management | divorced | tertiary | no | 1,533 | no | no | unknown | 15 | may | 137 | 2 | -1 | 0 | unknown | 0no
|
47 | management | married | tertiary | no | 286 | no | no | cellular | 22 | aug | 557 | 7 | -1 | 0 | unknown | 0no
|
31 | blue-collar | single | secondary | no | -219 | yes | no | unknown | 30 | may | 66 | 2 | -1 | 0 | unknown | 0no
|
38 | management | married | tertiary | no | 0 | yes | no | unknown | 20 | may | 206 | 1 | -1 | 0 | unknown | 0no
|
50 | blue-collar | married | secondary | no | 810 | yes | no | unknown | 14 | may | 19 | 14 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 300 | no | no | cellular | 6 | feb | 166 | 2 | -1 | 0 | unknown | 0no
|
37 | services | single | secondary | no | 1,175 | yes | no | cellular | 15 | may | 102 | 1 | 333 | 2 | failure | 0no
|
39 | management | married | tertiary | no | 0 | yes | no | unknown | 2 | jun | 46 | 2 | -1 | 0 | unknown | 0no
|
40 | services | married | secondary | no | 113 | yes | no | unknown | 4 | jun | 126 | 1 | -1 | 0 | unknown | 0no
|
41 | blue-collar | married | secondary | no | 641 | yes | no | unknown | 13 | may | 161 | 1 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 1,477 | yes | no | cellular | 8 | jul | 355 | 1 | -1 | 0 | unknown | 0no
|
31 | admin. | married | secondary | no | 0 | yes | no | unknown | 14 | may | 40 | 2 | -1 | 0 | unknown | 0no
|
54 | services | married | primary | no | 8 | yes | no | cellular | 14 | may | 143 | 1 | -1 | 0 | unknown | 0no
|
39 | admin. | divorced | secondary | no | 399 | yes | yes | cellular | 14 | aug | 133 | 2 | -1 | 0 | unknown | 0no
|
56 | admin. | divorced | secondary | yes | -435 | yes | yes | unknown | 9 | may | 185 | 2 | -1 | 0 | unknown | 0no
|
35 | admin. | single | secondary | no | 2,830 | no | no | unknown | 20 | jun | 22 | 12 | -1 | 0 | unknown | 0no
|
34 | management | married | secondary | no | 15 | no | no | cellular | 25 | aug | 184 | 7 | -1 | 0 | unknown | 0no
|
31 | technician | single | secondary | no | 125 | no | no | cellular | 22 | aug | 78 | 2 | -1 | 0 | unknown | 0no
|
38 | technician | married | tertiary | no | 45 | no | no | cellular | 22 | jul | 125 | 4 | -1 | 0 | unknown | 0no
|
41 | technician | married | tertiary | no | 13 | no | no | unknown | 5 | jun | 189 | 2 | -1 | 0 | unknown | 0no
|