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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | management | divorced | tertiary | no | 959 | no | no | unknown | 18 | jun | 74 | 1 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 0 | no | no | cellular | 20 | aug | 263 | 2 | -1 | 0 | unknown | 0no
|
25 | blue-collar | married | primary | yes | -589 | yes | no | unknown | 3 | jun | 233 | 1 | -1 | 0 | unknown | 0no
|
26 | management | single | tertiary | no | -8 | no | no | cellular | 13 | aug | 402 | 2 | -1 | 0 | unknown | 0no
|
57 | management | married | unknown | no | 0 | no | no | cellular | 30 | sep | 585 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | primary | no | 247 | yes | yes | unknown | 14 | may | 145 | 1 | -1 | 0 | unknown | 0no
|
48 | technician | married | unknown | no | 5,543 | no | no | unknown | 16 | jun | 143 | 5 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | primary | no | 642 | no | yes | cellular | 8 | jul | 524 | 1 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 11 | no | no | cellular | 11 | aug | 270 | 1 | -1 | 0 | unknown | 0no
|
57 | management | married | primary | no | -226 | yes | no | unknown | 4 | jun | 272 | 1 | -1 | 0 | unknown | 0no
|
31 | entrepreneur | married | tertiary | no | 5,191 | no | no | cellular | 20 | nov | 187 | 2 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | secondary | no | -320 | no | no | cellular | 18 | may | 268 | 2 | -1 | 0 | unknown | 0no
|
53 | entrepreneur | married | tertiary | no | 2,289 | yes | yes | cellular | 17 | nov | 183 | 1 | -1 | 0 | unknown | 0no
|
36 | admin. | married | secondary | no | 725 | yes | no | cellular | 27 | feb | 123 | 3 | 99 | 8 | failure | 0no
|
32 | technician | single | tertiary | no | 705 | yes | no | cellular | 20 | apr | 20 | 4 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | secondary | no | 776 | yes | no | cellular | 6 | feb | 232 | 4 | 253 | 1 | failure | 0no
|
35 | unemployed | married | tertiary | no | 816 | yes | no | cellular | 19 | nov | 547 | 7 | -1 | 0 | unknown | 0no
|
41 | services | married | secondary | no | 171 | no | no | cellular | 21 | jul | 71 | 9 | -1 | 0 | unknown | 0no
|
54 | services | married | secondary | no | 812 | no | no | cellular | 31 | jul | 113 | 6 | -1 | 0 | unknown | 0no
|
49 | services | married | secondary | no | 823 | no | no | cellular | 8 | aug | 780 | 4 | -1 | 0 | unknown | 1yes
|
28 | technician | single | secondary | no | 1,453 | yes | no | cellular | 12 | may | 246 | 1 | 343 | 1 | other | 0no
|
24 | blue-collar | single | unknown | no | 431 | yes | no | unknown | 3 | jun | 108 | 12 | -1 | 0 | unknown | 0no
|
30 | admin. | single | secondary | no | 1,009 | yes | no | cellular | 29 | jan | 253 | 1 | -1 | 0 | unknown | 0no
|
32 | self-employed | married | primary | no | 286 | yes | no | cellular | 6 | aug | 175 | 1 | -1 | 0 | unknown | 0no
|
53 | entrepreneur | married | tertiary | no | 22,370 | yes | no | unknown | 15 | may | 106 | 1 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | 2,111 | yes | no | cellular | 7 | may | 86 | 2 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | primary | no | 5,366 | yes | no | unknown | 21 | may | 248 | 3 | -1 | 0 | unknown | 0no
|
33 | technician | married | secondary | no | 181 | yes | yes | telephone | 28 | jul | 265 | 2 | -1 | 0 | unknown | 0no
|
31 | blue-collar | divorced | secondary | no | -452 | yes | no | unknown | 26 | may | 182 | 5 | -1 | 0 | unknown | 0no
|
56 | unemployed | divorced | primary | no | 1,770 | no | no | cellular | 5 | feb | 916 | 3 | -1 | 0 | unknown | 0no
|
58 | retired | married | primary | no | 0 | no | no | cellular | 4 | aug | 506 | 1 | -1 | 0 | unknown | 0no
|
37 | admin. | single | secondary | no | -296 | yes | no | cellular | 20 | apr | 81 | 1 | -1 | 0 | unknown | 0no
|
59 | management | married | primary | no | 2,358 | yes | no | cellular | 17 | apr | 30 | 1 | -1 | 0 | unknown | 0no
|
50 | management | single | tertiary | no | 1,200 | no | no | cellular | 14 | aug | 904 | 3 | -1 | 0 | unknown | 1yes
|
39 | housemaid | single | primary | no | 109 | yes | no | unknown | 6 | may | 699 | 3 | -1 | 0 | unknown | 0no
|
30 | technician | married | secondary | no | 616 | yes | no | cellular | 6 | may | 19 | 1 | -1 | 0 | unknown | 0no
|
47 | services | divorced | secondary | no | 4,906 | yes | no | unknown | 14 | may | 389 | 1 | -1 | 0 | unknown | 0no
|
44 | self-employed | married | secondary | no | 313 | no | no | cellular | 6 | aug | 211 | 4 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | primary | no | 290 | yes | no | cellular | 16 | apr | 283 | 1 | -1 | 0 | unknown | 0no
|
50 | management | married | tertiary | no | 1,240 | no | no | cellular | 12 | aug | 474 | 2 | -1 | 0 | unknown | 0no
|
27 | admin. | single | tertiary | no | 3,672 | yes | no | cellular | 15 | may | 157 | 2 | 351 | 5 | failure | 0no
|
73 | retired | married | secondary | no | 19 | no | no | cellular | 5 | nov | 509 | 2 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | primary | no | 143 | yes | no | unknown | 7 | may | 279 | 1 | -1 | 0 | unknown | 0no
|
56 | retired | divorced | secondary | no | 212 | no | yes | telephone | 17 | jul | 27 | 1 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 9 | no | no | cellular | 11 | aug | 386 | 4 | -1 | 0 | unknown | 1yes
|
33 | blue-collar | married | primary | no | 3,074 | no | no | cellular | 18 | nov | 679 | 1 | -1 | 0 | unknown | 0no
|
40 | management | married | tertiary | no | 1,734 | yes | no | unknown | 2 | jun | 169 | 1 | -1 | 0 | unknown | 0no
|
52 | management | married | tertiary | no | 575 | no | no | unknown | 3 | jun | 315 | 1 | -1 | 0 | unknown | 0no
|
51 | blue-collar | married | secondary | no | 397 | yes | no | cellular | 20 | aug | 293 | 2 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 640 | yes | no | cellular | 3 | feb | 439 | 3 | -1 | 0 | unknown | 0no
|
54 | services | married | secondary | no | 158 | yes | no | unknown | 19 | may | 198 | 1 | -1 | 0 | unknown | 0no
|
44 | management | married | secondary | no | 2,984 | yes | no | unknown | 15 | may | 770 | 2 | -1 | 0 | unknown | 0no
|
50 | entrepreneur | married | secondary | no | 1,011 | yes | no | telephone | 30 | jul | 340 | 2 | -1 | 0 | unknown | 0no
|
45 | blue-collar | single | secondary | no | 0 | yes | no | cellular | 26 | apr | 1,472 | 1 | 192 | 4 | failure | 1yes
|
36 | management | married | tertiary | no | 1,133 | yes | no | cellular | 4 | aug | 293 | 1 | 181 | 2 | other | 1yes
|
42 | technician | married | secondary | no | 4,945 | yes | no | cellular | 2 | mar | 311 | 2 | -1 | 0 | unknown | 1yes
|
37 | technician | married | secondary | no | 712 | yes | no | cellular | 18 | nov | 291 | 2 | -1 | 0 | unknown | 0no
|
28 | services | single | secondary | no | -427 | yes | yes | unknown | 21 | may | 965 | 2 | -1 | 0 | unknown | 0no
|
56 | admin. | married | secondary | no | 2,146 | no | yes | unknown | 9 | jun | 594 | 1 | -1 | 0 | unknown | 0no
|
59 | admin. | married | secondary | no | 92 | yes | no | cellular | 12 | may | 139 | 2 | 350 | 1 | failure | 0no
|
32 | unemployed | married | secondary | no | 10 | yes | no | unknown | 6 | may | 501 | 4 | -1 | 0 | unknown | 0no
|
57 | retired | married | primary | no | 1,238 | yes | no | cellular | 15 | jul | 274 | 1 | -1 | 0 | unknown | 0no
|
49 | admin. | single | secondary | no | 981 | yes | no | telephone | 21 | nov | 10 | 3 | -1 | 0 | unknown | 0no
|
56 | entrepreneur | married | unknown | no | 575 | no | no | unknown | 20 | jun | 18 | 2 | -1 | 0 | unknown | 0no
|
48 | admin. | divorced | unknown | no | -70 | no | no | cellular | 14 | may | 243 | 1 | -1 | 0 | unknown | 0no
|
27 | student | single | tertiary | no | 3,733 | yes | no | cellular | 22 | may | 198 | 1 | 98 | 6 | success | 1yes
|
31 | management | single | tertiary | no | 574 | yes | no | cellular | 16 | jul | 410 | 2 | -1 | 0 | unknown | 0no
|
28 | blue-collar | single | secondary | no | 43 | no | no | unknown | 19 | may | 190 | 1 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 428 | no | no | unknown | 28 | may | 121 | 1 | -1 | 0 | unknown | 0no
|
58 | housemaid | married | primary | no | 0 | yes | no | telephone | 9 | jul | 148 | 1 | -1 | 0 | unknown | 0no
|
46 | admin. | married | secondary | no | 0 | yes | yes | cellular | 20 | apr | 239 | 2 | 259 | 2 | failure | 0no
|
32 | management | single | tertiary | no | 474 | yes | no | cellular | 7 | aug | 90 | 3 | -1 | 0 | unknown | 0no
|
39 | services | married | secondary | no | -540 | no | no | unknown | 6 | jun | 29 | 1 | -1 | 0 | unknown | 0no
|
35 | self-employed | married | tertiary | no | 560 | yes | no | cellular | 2 | apr | 58 | 1 | 136 | 1 | failure | 0no
|
31 | management | married | tertiary | no | 325 | yes | no | cellular | 18 | jul | 1,139 | 2 | -1 | 0 | unknown | 1yes
|
29 | management | single | tertiary | no | 437 | no | no | cellular | 5 | aug | 504 | 1 | 92 | 1 | success | 1yes
|
48 | blue-collar | married | primary | no | 574 | no | no | cellular | 5 | aug | 348 | 1 | -1 | 0 | unknown | 0no
|
60 | retired | married | primary | no | 0 | no | no | telephone | 30 | jul | 130 | 3 | -1 | 0 | unknown | 0no
|
74 | retired | married | secondary | no | 935 | no | no | cellular | 26 | jan | 100 | 1 | 104 | 1 | other | 0no
|
30 | services | married | secondary | no | 699 | yes | no | unknown | 29 | may | 544 | 1 | -1 | 0 | unknown | 0no
|
52 | admin. | single | primary | no | 0 | no | no | unknown | 19 | may | 182 | 11 | -1 | 0 | unknown | 0no
|
24 | blue-collar | married | secondary | no | -220 | yes | no | cellular | 2 | apr | 90 | 1 | -1 | 0 | unknown | 0no
|
29 | services | married | secondary | no | 11,417 | yes | no | unknown | 28 | may | 272 | 2 | -1 | 0 | unknown | 0no
|
33 | housemaid | married | primary | no | 212 | yes | no | cellular | 11 | jul | 260 | 2 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 67 | yes | yes | unknown | 8 | may | 672 | 3 | -1 | 0 | unknown | 0no
|
45 | admin. | divorced | secondary | no | 0 | no | no | cellular | 29 | oct | 264 | 1 | -1 | 0 | unknown | 1yes
|
31 | blue-collar | married | secondary | no | 0 | no | yes | telephone | 15 | jul | 275 | 2 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 1,673 | no | no | cellular | 23 | oct | 76 | 1 | -1 | 0 | unknown | 0no
|
27 | services | married | secondary | no | -1,202 | yes | no | unknown | 4 | jun | 749 | 2 | -1 | 0 | unknown | 0no
|
30 | management | single | tertiary | no | 4,213 | no | no | cellular | 25 | aug | 142 | 4 | -1 | 0 | unknown | 0no
|
45 | blue-collar | married | primary | no | 0 | no | no | cellular | 26 | aug | 454 | 2 | -1 | 0 | unknown | 0no
|
57 | blue-collar | married | secondary | no | 1,521 | yes | yes | cellular | 18 | may | 102 | 2 | 178 | 5 | failure | 0no
|
34 | management | married | tertiary | no | 1,310 | no | no | telephone | 30 | jan | 521 | 3 | 158 | 7 | other | 0no
|
40 | admin. | married | secondary | no | 0 | yes | yes | cellular | 17 | nov | 57 | 1 | -1 | 0 | unknown | 0no
|
39 | management | married | tertiary | no | 399 | no | no | cellular | 9 | apr | 504 | 1 | -1 | 0 | unknown | 0no
|
46 | technician | married | tertiary | no | 405 | no | no | cellular | 11 | aug | 138 | 3 | -1 | 0 | unknown | 0no
|
55 | management | divorced | tertiary | no | 9,756 | yes | no | cellular | 5 | jun | 103 | 2 | 95 | 1 | other | 1yes
|
25 | management | single | tertiary | no | 2,506 | no | no | cellular | 17 | feb | 485 | 1 | -1 | 0 | unknown | 1yes
|
34 | management | married | tertiary | no | 697 | no | no | cellular | 5 | aug | 166 | 1 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | primary | no | 403 | yes | no | cellular | 8 | may | 318 | 2 | 338 | 1 | success | 0no
|