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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64 | retired | divorced | tertiary | no | 890 | no | no | cellular | 3 | jul | 531 | 3 | -1 | 0 | unknown | 0no
|
45 | technician | divorced | secondary | no | 809 | yes | no | cellular | 13 | may | 155 | 2 | 363 | 4 | failure | 0no
|
57 | housemaid | married | secondary | no | 158 | yes | no | telephone | 10 | jul | 73 | 1 | -1 | 0 | unknown | 0no
|
21 | student | single | unknown | no | 137 | yes | no | unknown | 12 | may | 198 | 3 | -1 | 0 | unknown | 0no
|
58 | housemaid | married | secondary | no | 2,705 | no | no | telephone | 14 | aug | 137 | 1 | -1 | 0 | unknown | 0no
|
41 | blue-collar | single | secondary | no | 75 | yes | no | unknown | 1 | jul | 479 | 9 | -1 | 0 | unknown | 1yes
|
41 | management | married | unknown | no | 2,457 | yes | no | unknown | 9 | may | 285 | 1 | -1 | 0 | unknown | 0no
|
58 | management | married | tertiary | no | 541 | yes | no | cellular | 8 | may | 98 | 1 | -1 | 0 | unknown | 0no
|
33 | management | married | tertiary | no | 287 | yes | no | cellular | 15 | may | 199 | 2 | 274 | 3 | other | 0no
|
32 | management | married | tertiary | no | 273 | yes | yes | cellular | 18 | jul | 97 | 3 | -1 | 0 | unknown | 0no
|
44 | services | divorced | secondary | no | 0 | yes | no | unknown | 4 | jun | 389 | 5 | -1 | 0 | unknown | 0no
|
47 | unknown | married | unknown | no | 677 | no | no | cellular | 7 | aug | 384 | 1 | 99 | 4 | success | 0no
|
41 | self-employed | married | primary | no | 340 | no | no | unknown | 6 | jun | 37 | 3 | -1 | 0 | unknown | 0no
|
54 | technician | married | tertiary | no | 98 | no | no | cellular | 8 | aug | 420 | 4 | -1 | 0 | unknown | 0no
|
47 | technician | divorced | tertiary | no | 477 | yes | no | telephone | 7 | may | 973 | 1 | 366 | 1 | failure | 0no
|
32 | management | single | tertiary | no | 2,629 | no | no | cellular | 28 | aug | 77 | 4 | -1 | 0 | unknown | 0no
|
59 | housemaid | married | tertiary | no | 0 | no | yes | cellular | 29 | jul | 376 | 2 | -1 | 0 | unknown | 0no
|
29 | technician | single | tertiary | no | 2,325 | no | no | cellular | 2 | feb | 125 | 1 | -1 | 0 | unknown | 1yes
|
48 | services | married | secondary | yes | -20 | no | no | cellular | 20 | aug | 142 | 2 | -1 | 0 | unknown | 0no
|
32 | technician | single | secondary | no | 230 | yes | no | cellular | 18 | may | 442 | 1 | 266 | 8 | failure | 1yes
|
46 | management | divorced | secondary | no | -852 | no | yes | cellular | 29 | aug | 728 | 2 | -1 | 0 | unknown | 0no
|
31 | blue-collar | single | primary | no | -280 | no | no | unknown | 21 | may | 281 | 3 | -1 | 0 | unknown | 0no
|
53 | blue-collar | married | secondary | no | 25 | no | no | cellular | 22 | aug | 528 | 2 | -1 | 0 | unknown | 1yes
|
34 | technician | single | tertiary | no | 9,851 | yes | no | cellular | 20 | nov | 128 | 5 | -1 | 0 | unknown | 0no
|
48 | services | single | unknown | no | 5,095 | yes | no | unknown | 16 | jun | 71 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | married | secondary | no | 687 | no | no | cellular | 20 | aug | 161 | 4 | -1 | 0 | unknown | 0no
|
31 | management | married | secondary | no | 1,368 | yes | no | cellular | 12 | aug | 129 | 4 | -1 | 0 | unknown | 0no
|
27 | blue-collar | single | primary | no | -179 | yes | no | cellular | 15 | may | 54 | 2 | -1 | 0 | unknown | 0no
|
60 | admin. | married | secondary | no | -396 | yes | no | cellular | 11 | may | 443 | 1 | 350 | 1 | failure | 0no
|
34 | blue-collar | single | tertiary | no | 1,011 | yes | no | unknown | 6 | may | 136 | 1 | -1 | 0 | unknown | 0no
|
52 | self-employed | married | secondary | no | 9 | no | yes | unknown | 6 | jun | 44 | 1 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 1,159 | yes | yes | cellular | 15 | may | 1,181 | 9 | -1 | 0 | unknown | 0no
|
45 | technician | married | primary | no | -322 | no | no | unknown | 9 | jun | 225 | 2 | -1 | 0 | unknown | 0no
|
54 | technician | divorced | secondary | no | 1,114 | yes | no | cellular | 30 | jan | 81 | 1 | -1 | 0 | unknown | 0no
|
52 | services | married | secondary | no | 2,072 | no | no | cellular | 10 | jul | 224 | 1 | -1 | 0 | unknown | 0no
|
47 | entrepreneur | married | tertiary | no | 459 | yes | no | cellular | 29 | jul | 189 | 4 | -1 | 0 | unknown | 0no
|
54 | unknown | married | secondary | no | 1,157 | no | no | cellular | 26 | may | 98 | 2 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 8,309 | yes | yes | cellular | 19 | nov | 50 | 1 | -1 | 0 | unknown | 0no
|
39 | technician | single | tertiary | no | 1,043 | no | no | cellular | 18 | aug | 195 | 10 | -1 | 0 | unknown | 0no
|
46 | technician | married | secondary | no | 2,098 | no | no | cellular | 7 | aug | 110 | 2 | -1 | 0 | unknown | 0no
|
26 | unemployed | single | secondary | no | 461 | no | no | cellular | 28 | jan | 214 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | single | secondary | no | 61 | yes | no | unknown | 19 | may | 182 | 8 | -1 | 0 | unknown | 0no
|
47 | blue-collar | married | secondary | no | 1,203 | yes | no | cellular | 17 | apr | 239 | 2 | -1 | 0 | unknown | 0no
|
35 | technician | married | secondary | no | 1,067 | no | yes | cellular | 12 | aug | 179 | 6 | -1 | 0 | unknown | 0no
|
57 | unemployed | married | primary | no | 0 | no | no | unknown | 9 | jun | 540 | 1 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 1,657 | yes | no | cellular | 18 | may | 566 | 2 | 356 | 4 | failure | 0no
|
47 | technician | married | secondary | no | 1,219 | no | no | cellular | 18 | aug | 697 | 4 | -1 | 0 | unknown | 1yes
|
27 | technician | married | secondary | no | 7 | yes | no | unknown | 15 | may | 98 | 2 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | -839 | yes | yes | cellular | 16 | jul | 1,018 | 2 | -1 | 0 | unknown | 1yes
|
39 | technician | married | secondary | no | 994 | no | no | cellular | 5 | feb | 221 | 1 | 241 | 1 | failure | 0no
|
36 | entrepreneur | married | tertiary | no | 6 | no | no | telephone | 30 | oct | 246 | 1 | -1 | 0 | unknown | 0no
|
42 | technician | single | secondary | no | 0 | no | no | cellular | 21 | aug | 656 | 2 | -1 | 0 | unknown | 0no
|
23 | blue-collar | single | primary | no | 8,627 | yes | no | unknown | 3 | jun | 281 | 1 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 133 | yes | no | unknown | 8 | may | 65 | 1 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 247 | yes | yes | unknown | 26 | may | 193 | 5 | -1 | 0 | unknown | 0no
|
49 | services | married | secondary | no | 1,114 | no | no | cellular | 17 | nov | 283 | 1 | -1 | 0 | unknown | 0no
|
57 | blue-collar | married | primary | no | 1,592 | no | yes | unknown | 20 | jun | 78 | 4 | -1 | 0 | unknown | 0no
|
59 | retired | married | unknown | no | 0 | no | no | unknown | 8 | may | 425 | 6 | -1 | 0 | unknown | 0no
|
57 | admin. | married | tertiary | no | 46 | no | no | cellular | 7 | aug | 238 | 2 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 1,221 | yes | no | cellular | 6 | may | 182 | 1 | 90 | 8 | failure | 0no
|
61 | management | married | secondary | no | 985 | no | no | cellular | 18 | aug | 998 | 6 | -1 | 0 | unknown | 1yes
|
35 | blue-collar | divorced | secondary | no | 0 | yes | no | unknown | 8 | may | 477 | 1 | -1 | 0 | unknown | 0no
|
42 | management | married | tertiary | no | 520 | no | no | cellular | 4 | nov | 158 | 1 | -1 | 0 | unknown | 0no
|
57 | services | married | tertiary | no | 10 | no | no | telephone | 8 | jul | 320 | 3 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | secondary | no | 2,157 | yes | no | cellular | 13 | may | 149 | 1 | 364 | 2 | failure | 0no
|
53 | retired | married | secondary | no | 6,095 | yes | yes | cellular | 14 | may | 410 | 5 | -1 | 0 | unknown | 0no
|
63 | retired | married | tertiary | no | 133 | yes | no | cellular | 13 | feb | 104 | 2 | -1 | 0 | unknown | 0no
|
47 | self-employed | married | secondary | no | 1,121 | no | no | unknown | 20 | jun | 454 | 6 | -1 | 0 | unknown | 0no
|
54 | services | married | secondary | no | 88 | yes | no | unknown | 13 | may | 190 | 1 | -1 | 0 | unknown | 0no
|
45 | admin. | married | secondary | no | 0 | no | no | cellular | 19 | aug | 145 | 10 | -1 | 0 | unknown | 0no
|
28 | management | single | tertiary | no | -328 | yes | no | telephone | 2 | feb | 318 | 2 | -1 | 0 | unknown | 0no
|
58 | unemployed | married | secondary | no | 610 | yes | no | telephone | 29 | jul | 246 | 2 | -1 | 0 | unknown | 0no
|
48 | management | single | tertiary | no | 414 | no | no | cellular | 21 | jul | 761 | 2 | -1 | 0 | unknown | 0no
|
35 | management | divorced | tertiary | no | 0 | yes | no | telephone | 29 | oct | 171 | 1 | -1 | 0 | unknown | 1yes
|
37 | self-employed | married | tertiary | no | 0 | no | no | unknown | 6 | jun | 143 | 1 | -1 | 0 | unknown | 0no
|
37 | blue-collar | married | secondary | no | 685 | yes | no | unknown | 6 | jun | 968 | 1 | -1 | 0 | unknown | 0no
|
37 | management | married | primary | no | 22,856 | no | no | cellular | 2 | jul | 154 | 1 | 388 | 1 | failure | 0no
|
25 | services | single | secondary | no | -352 | no | no | cellular | 15 | jul | 246 | 1 | -1 | 0 | unknown | 0no
|
58 | blue-collar | married | secondary | no | 602 | yes | no | cellular | 13 | may | 201 | 1 | -1 | 0 | unknown | 0no
|
52 | management | married | secondary | no | -588 | yes | no | cellular | 22 | jul | 81 | 4 | -1 | 0 | unknown | 0no
|
19 | student | single | secondary | no | 302 | no | no | cellular | 16 | jul | 205 | 1 | -1 | 0 | unknown | 1yes
|
59 | blue-collar | married | secondary | no | 5,314 | yes | no | cellular | 5 | may | 200 | 3 | -1 | 0 | unknown | 0no
|
41 | technician | married | secondary | no | 64 | yes | yes | unknown | 8 | may | 210 | 2 | -1 | 0 | unknown | 0no
|
34 | technician | single | tertiary | no | 632 | no | no | cellular | 22 | aug | 215 | 10 | -1 | 0 | unknown | 0no
|
35 | technician | single | secondary | no | 5,731 | yes | no | cellular | 4 | may | 164 | 2 | 167 | 4 | other | 0no
|
41 | technician | married | secondary | no | 902 | no | no | unknown | 16 | jun | 35 | 6 | -1 | 0 | unknown | 0no
|
28 | blue-collar | single | secondary | no | 6,307 | yes | no | unknown | 28 | may | 615 | 1 | -1 | 0 | unknown | 0no
|
53 | management | divorced | secondary | no | 112 | no | yes | cellular | 11 | aug | 246 | 3 | -1 | 0 | unknown | 0no
|
35 | services | married | secondary | no | 0 | no | yes | telephone | 9 | jul | 42 | 1 | -1 | 0 | unknown | 0no
|
33 | admin. | single | tertiary | no | 621 | no | no | cellular | 8 | jul | 217 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | single | secondary | no | 435 | yes | no | unknown | 26 | may | 210 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | married | secondary | no | 782 | yes | no | unknown | 26 | may | 116 | 4 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 478 | yes | no | unknown | 3 | jun | 200 | 1 | -1 | 0 | unknown | 0no
|
54 | services | married | unknown | no | 7,864 | yes | no | unknown | 15 | may | 145 | 4 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | secondary | no | 1,910 | yes | no | unknown | 5 | jun | 41 | 1 | -1 | 0 | unknown | 0no
|
36 | technician | divorced | tertiary | no | 1,174 | yes | no | cellular | 18 | nov | 192 | 2 | -1 | 0 | unknown | 0no
|
56 | admin. | married | secondary | no | 1,270 | yes | no | cellular | 17 | nov | 80 | 2 | 165 | 2 | other | 0no
|
30 | management | single | tertiary | no | 18 | no | no | unknown | 20 | may | 121 | 11 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 141 | yes | no | unknown | 23 | may | 106 | 3 | -1 | 0 | unknown | 0no
|
43 | management | married | tertiary | no | 2,886 | no | no | cellular | 20 | nov | 230 | 1 | -1 | 0 | unknown | 0no
|