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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | technician | married | secondary | no | 2,715 | yes | no | unknown | 29 | may | 125 | 2 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 1,100 | yes | yes | cellular | 11 | aug | 67 | 1 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 516 | yes | yes | unknown | 2 | jun | 26 | 1 | -1 | 0 | unknown | 0no
|
37 | services | married | secondary | no | 1 | no | no | unknown | 15 | may | 395 | 2 | -1 | 0 | unknown | 0no
|
28 | admin. | single | secondary | no | 775 | no | no | cellular | 29 | jan | 603 | 2 | -1 | 0 | unknown | 0no
|
35 | unknown | married | primary | no | 634 | no | no | cellular | 7 | jul | 185 | 2 | -1 | 0 | unknown | 0no
|
53 | blue-collar | single | secondary | no | 5,715 | no | no | cellular | 28 | jan | 287 | 2 | -1 | 0 | unknown | 0no
|
60 | admin. | married | unknown | no | 1,088 | yes | no | cellular | 26 | may | 149 | 1 | -1 | 0 | unknown | 0no
|
40 | entrepreneur | married | secondary | no | 1,532 | yes | yes | cellular | 18 | nov | 173 | 7 | -1 | 0 | unknown | 0no
|
57 | retired | married | primary | no | 75 | no | no | cellular | 28 | aug | 118 | 2 | -1 | 0 | unknown | 0no
|
29 | technician | single | secondary | no | 103 | no | no | unknown | 19 | may | 314 | 1 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | primary | no | 134 | yes | no | cellular | 7 | may | 378 | 1 | -1 | 0 | unknown | 0no
|
41 | admin. | single | secondary | no | 748 | no | no | telephone | 21 | nov | 94 | 7 | 130 | 3 | other | 0no
|
47 | technician | married | secondary | no | 1,990 | yes | yes | cellular | 25 | aug | 108 | 4 | -1 | 0 | unknown | 0no
|
43 | technician | married | tertiary | no | 192 | no | no | cellular | 5 | aug | 203 | 2 | -1 | 0 | unknown | 0no
|
37 | technician | single | secondary | no | 267 | no | no | cellular | 13 | may | 121 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | single | tertiary | no | 586 | yes | no | unknown | 16 | may | 489 | 2 | -1 | 0 | unknown | 0no
|
30 | blue-collar | single | secondary | no | 648 | yes | yes | unknown | 8 | may | 287 | 1 | -1 | 0 | unknown | 0no
|
57 | entrepreneur | divorced | secondary | yes | 25 | yes | no | cellular | 11 | may | 652 | 1 | 370 | 4 | other | 0no
|
26 | admin. | single | secondary | no | 96 | yes | no | cellular | 13 | may | 612 | 2 | 348 | 3 | other | 0no
|
34 | management | married | tertiary | no | 1,116 | yes | no | cellular | 25 | jul | 53 | 5 | -1 | 0 | unknown | 0no
|
46 | technician | divorced | secondary | no | -90 | no | yes | telephone | 17 | oct | 270 | 1 | -1 | 0 | unknown | 1yes
|
38 | entrepreneur | married | tertiary | no | 170 | yes | no | cellular | 18 | may | 442 | 1 | -1 | 0 | unknown | 1yes
|
37 | technician | single | secondary | no | 3,665 | no | no | cellular | 12 | aug | 664 | 3 | -1 | 0 | unknown | 1yes
|
28 | management | single | tertiary | no | 2,380 | no | no | cellular | 14 | sep | 394 | 2 | -1 | 0 | unknown | 0no
|
57 | blue-collar | married | primary | no | 179 | no | no | unknown | 9 | jun | 230 | 3 | -1 | 0 | unknown | 0no
|
39 | management | married | tertiary | no | 763 | yes | no | cellular | 11 | may | 877 | 7 | 300 | 2 | other | 1yes
|
49 | services | married | secondary | no | 320 | no | no | telephone | 9 | feb | 1,971 | 4 | -1 | 0 | unknown | 1yes
|
38 | technician | married | secondary | no | 1,960 | yes | no | cellular | 21 | aug | 161 | 2 | -1 | 0 | unknown | 0no
|
27 | blue-collar | married | secondary | no | 818 | yes | no | unknown | 3 | jun | 188 | 5 | -1 | 0 | unknown | 0no
|
30 | admin. | married | secondary | no | 2,678 | yes | no | cellular | 18 | may | 23 | 5 | -1 | 0 | unknown | 0no
|
38 | admin. | married | tertiary | no | 1,980 | no | no | cellular | 5 | aug | 176 | 2 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 1,582 | no | no | telephone | 3 | feb | 26 | 2 | 197 | 1 | failure | 0no
|
38 | retired | single | unknown | no | 62 | no | no | unknown | 19 | jun | 212 | 1 | -1 | 0 | unknown | 0no
|
59 | housemaid | married | primary | no | 235 | no | no | cellular | 13 | aug | 119 | 2 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 489 | yes | no | cellular | 7 | aug | 205 | 5 | -1 | 0 | unknown | 0no
|
29 | self-employed | married | tertiary | no | 3,931 | yes | no | unknown | 3 | jun | 73 | 4 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | secondary | no | 699 | yes | yes | cellular | 20 | nov | 1,258 | 2 | 122 | 2 | other | 1yes
|
33 | technician | married | secondary | no | 58 | yes | no | telephone | 29 | aug | 57 | 2 | -1 | 0 | unknown | 0no
|
54 | housemaid | divorced | secondary | no | 1,327 | no | no | unknown | 5 | jun | 115 | 2 | -1 | 0 | unknown | 0no
|
55 | services | married | secondary | no | 557 | no | no | unknown | 19 | jun | 58 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 741 | yes | no | cellular | 11 | aug | 238 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | primary | no | 3,230 | yes | no | telephone | 20 | nov | 207 | 3 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 1,439 | yes | no | cellular | 3 | jun | 178 | 2 | -1 | 0 | unknown | 0no
|
46 | admin. | married | secondary | no | 120 | yes | no | unknown | 14 | may | 20 | 11 | -1 | 0 | unknown | 0no
|
44 | management | married | tertiary | no | 1,058 | no | no | cellular | 11 | mar | 188 | 3 | -1 | 0 | unknown | 1yes
|
47 | blue-collar | married | primary | no | 881 | yes | no | cellular | 14 | may | 143 | 1 | 370 | 2 | failure | 0no
|
38 | technician | married | secondary | no | 6,728 | no | no | cellular | 25 | nov | 232 | 1 | 96 | 4 | success | 1yes
|
80 | retired | married | secondary | no | 462 | no | no | cellular | 7 | dec | 127 | 2 | -1 | 0 | unknown | 0no
|
40 | self-employed | married | secondary | no | 167 | yes | yes | cellular | 8 | may | 380 | 4 | 295 | 1 | failure | 0no
|
43 | entrepreneur | married | tertiary | no | 1,574 | yes | no | cellular | 19 | nov | 167 | 3 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 1,625 | no | no | cellular | 22 | may | 796 | 1 | 109 | 1 | failure | 1yes
|
39 | management | married | tertiary | no | 562 | no | no | cellular | 13 | sep | 303 | 2 | -1 | 0 | unknown | 0no
|
33 | technician | married | secondary | no | 9,305 | yes | no | cellular | 17 | apr | 407 | 2 | -1 | 0 | unknown | 0no
|
31 | technician | single | secondary | no | 35 | no | yes | cellular | 16 | jul | 229 | 1 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 0 | no | no | cellular | 11 | aug | 108 | 2 | -1 | 0 | unknown | 0no
|
35 | management | single | tertiary | no | 2,486 | yes | no | cellular | 25 | may | 265 | 1 | -1 | 0 | unknown | 0no
|
25 | services | single | secondary | no | 368 | no | no | telephone | 25 | jul | 168 | 1 | -1 | 0 | unknown | 0no
|
33 | management | single | secondary | no | 1,558 | yes | no | cellular | 17 | apr | 97 | 1 | -1 | 0 | unknown | 0no
|
23 | blue-collar | single | primary | no | 8,627 | yes | no | cellular | 15 | may | 169 | 1 | 346 | 1 | failure | 0no
|
31 | management | single | tertiary | no | 2,590 | no | no | cellular | 23 | sep | 103 | 2 | 484 | 2 | other | 0no
|
36 | management | married | tertiary | no | 0 | yes | yes | unknown | 3 | jun | 599 | 3 | -1 | 0 | unknown | 0no
|
44 | technician | single | tertiary | no | 900 | yes | no | cellular | 29 | jan | 322 | 2 | -1 | 0 | unknown | 0no
|
31 | management | single | tertiary | no | 385 | yes | no | unknown | 21 | may | 304 | 1 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | primary | no | 1,649 | yes | no | cellular | 12 | may | 52 | 3 | -1 | 0 | unknown | 0no
|
51 | housemaid | divorced | secondary | no | 9,228 | no | no | cellular | 18 | jul | 655 | 4 | -1 | 0 | unknown | 1yes
|
36 | admin. | married | secondary | no | 0 | yes | yes | cellular | 9 | feb | 101 | 2 | -1 | 0 | unknown | 0no
|
27 | unemployed | single | tertiary | no | 1 | no | no | cellular | 3 | feb | 65 | 2 | -1 | 0 | unknown | 0no
|
40 | services | married | secondary | no | 771 | yes | no | cellular | 15 | may | 173 | 4 | -1 | 0 | unknown | 0no
|
49 | services | married | secondary | no | 280 | yes | no | telephone | 14 | jul | 162 | 3 | -1 | 0 | unknown | 0no
|
59 | retired | married | primary | no | 46 | no | no | cellular | 14 | aug | 78 | 2 | -1 | 0 | unknown | 0no
|
32 | management | married | tertiary | no | 2,431 | yes | no | cellular | 14 | may | 646 | 5 | -1 | 0 | unknown | 1yes
|
42 | retired | single | tertiary | no | 308 | no | no | cellular | 30 | jan | 114 | 2 | -1 | 0 | unknown | 0no
|
35 | management | divorced | tertiary | no | 160 | yes | no | unknown | 4 | jun | 141 | 6 | -1 | 0 | unknown | 0no
|
29 | blue-collar | single | secondary | no | 555 | yes | no | cellular | 15 | may | 133 | 4 | -1 | 0 | unknown | 0no
|
29 | technician | single | secondary | no | 778 | yes | no | unknown | 6 | jun | 1,994 | 2 | -1 | 0 | unknown | 0no
|
37 | blue-collar | single | secondary | no | 48 | no | no | cellular | 6 | may | 140 | 2 | -1 | 0 | unknown | 0no
|
49 | admin. | married | primary | no | 169 | yes | no | cellular | 15 | may | 82 | 3 | -1 | 0 | unknown | 0no
|
51 | services | divorced | secondary | no | 12 | yes | no | cellular | 17 | nov | 150 | 1 | -1 | 0 | unknown | 0no
|
61 | housemaid | married | primary | no | 848 | no | no | cellular | 27 | apr | 605 | 1 | 187 | 1 | other | 0no
|
43 | management | married | secondary | no | 481 | yes | no | telephone | 18 | nov | 164 | 1 | 110 | 2 | other | 0no
|
42 | services | married | tertiary | no | 12,223 | yes | no | cellular | 19 | nov | 36 | 1 | -1 | 0 | unknown | 0no
|
24 | blue-collar | married | secondary | no | -254 | yes | yes | unknown | 27 | may | 290 | 2 | -1 | 0 | unknown | 0no
|
46 | self-employed | married | tertiary | no | 1,148 | no | no | telephone | 29 | jul | 104 | 2 | -1 | 0 | unknown | 0no
|
23 | admin. | single | secondary | no | 5 | no | no | unknown | 12 | may | 413 | 1 | -1 | 0 | unknown | 0no
|
26 | services | single | secondary | no | 50 | yes | no | cellular | 12 | aug | 153 | 1 | -1 | 0 | unknown | 0no
|
43 | blue-collar | divorced | primary | no | 92 | yes | no | unknown | 15 | may | 237 | 2 | -1 | 0 | unknown | 0no
|
35 | technician | single | tertiary | no | 470 | yes | no | cellular | 25 | jul | 743 | 13 | -1 | 0 | unknown | 1yes
|
38 | technician | married | secondary | no | 0 | no | no | cellular | 28 | aug | 82 | 4 | -1 | 0 | unknown | 0no
|
56 | unemployed | divorced | primary | no | 109 | no | no | cellular | 15 | jul | 924 | 4 | -1 | 0 | unknown | 0no
|
31 | services | married | secondary | no | 440 | yes | no | unknown | 17 | jun | 117 | 3 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 0 | no | no | cellular | 5 | feb | 550 | 4 | -1 | 0 | unknown | 1yes
|
28 | services | single | secondary | no | 2,685 | no | yes | unknown | 24 | aug | 5 | 1 | -1 | 0 | unknown | 0no
|
26 | admin. | divorced | secondary | yes | -3 | yes | no | unknown | 13 | may | 181 | 5 | -1 | 0 | unknown | 0no
|
49 | management | married | tertiary | no | 7,007 | no | no | cellular | 17 | nov | 325 | 2 | -1 | 0 | unknown | 0no
|
33 | admin. | married | secondary | no | 220 | yes | no | unknown | 27 | may | 345 | 1 | -1 | 0 | unknown | 0no
|
80 | retired | married | primary | no | 1,548 | no | no | cellular | 6 | aug | 331 | 2 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 326 | yes | yes | cellular | 7 | jul | 112 | 1 | -1 | 0 | unknown | 0no
|
42 | technician | divorced | secondary | no | 0 | yes | no | unknown | 30 | may | 115 | 6 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | secondary | no | 123 | no | no | cellular | 20 | aug | 381 | 3 | -1 | 0 | unknown | 0no
|