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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58 | retired | divorced | tertiary | no | 264 | yes | yes | cellular | 8 | jul | 523 | 3 | -1 | 0 | unknown | 0no
|
52 | entrepreneur | married | tertiary | no | 54 | yes | yes | telephone | 18 | nov | 103 | 1 | -1 | 0 | unknown | 0no
|
50 | blue-collar | married | primary | no | 12,519 | yes | no | cellular | 17 | apr | 146 | 2 | 147 | 4 | success | 0no
|
32 | services | single | secondary | no | 2,881 | no | no | cellular | 2 | jul | 356 | 1 | -1 | 0 | unknown | 1yes
|
42 | blue-collar | married | primary | no | 0 | yes | no | cellular | 17 | jul | 71 | 1 | -1 | 0 | unknown | 0no
|
31 | admin. | married | secondary | no | 88 | yes | yes | cellular | 8 | aug | 189 | 2 | -1 | 0 | unknown | 0no
|
28 | blue-collar | married | secondary | no | 1,020 | yes | no | unknown | 28 | may | 251 | 1 | -1 | 0 | unknown | 0no
|
36 | technician | divorced | tertiary | no | 119 | no | no | cellular | 23 | jul | 127 | 8 | -1 | 0 | unknown | 0no
|
51 | unemployed | single | tertiary | no | 1,594 | no | no | telephone | 4 | feb | 197 | 1 | -1 | 0 | unknown | 0no
|
46 | technician | married | tertiary | no | 342 | yes | yes | cellular | 5 | may | 84 | 1 | -1 | 0 | unknown | 0no
|
50 | services | single | secondary | no | 72 | no | no | unknown | 8 | may | 141 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 14 | yes | no | unknown | 2 | jun | 171 | 1 | -1 | 0 | unknown | 0no
|
26 | entrepreneur | single | tertiary | no | 81 | no | no | cellular | 21 | jul | 262 | 3 | -1 | 0 | unknown | 0no
|
41 | self-employed | married | tertiary | no | 231 | no | no | cellular | 7 | aug | 352 | 2 | -1 | 0 | unknown | 1yes
|
39 | technician | married | tertiary | no | 1,161 | yes | no | cellular | 9 | apr | 236 | 1 | 336 | 1 | failure | 0no
|
31 | blue-collar | married | secondary | no | -45 | yes | no | unknown | 2 | jun | 184 | 1 | -1 | 0 | unknown | 0no
|
28 | management | single | tertiary | no | 231 | yes | yes | cellular | 25 | jul | 568 | 2 | -1 | 0 | unknown | 0no
|
31 | management | single | secondary | no | 36 | no | no | cellular | 27 | aug | 105 | 2 | -1 | 0 | unknown | 0no
|
30 | technician | married | tertiary | no | 1,570 | yes | no | cellular | 26 | may | 260 | 1 | -1 | 0 | unknown | 0no
|
35 | technician | married | tertiary | no | 7,050 | no | no | cellular | 11 | aug | 222 | 3 | 182 | 4 | success | 1yes
|
33 | blue-collar | married | primary | no | 3,704 | yes | no | unknown | 6 | jun | 447 | 2 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | 6,619 | yes | no | cellular | 21 | aug | 239 | 8 | -1 | 0 | unknown | 0no
|
32 | blue-collar | single | secondary | no | -84 | yes | no | cellular | 11 | may | 426 | 1 | -1 | 0 | unknown | 0no
|
40 | management | single | tertiary | no | 1,509 | no | no | cellular | 12 | may | 333 | 1 | 58 | 3 | failure | 0no
|
31 | self-employed | married | tertiary | no | 1,134 | no | no | cellular | 6 | feb | 174 | 2 | -1 | 0 | unknown | 0no
|
36 | technician | married | secondary | no | 146 | yes | yes | unknown | 15 | may | 284 | 2 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 9,449 | yes | no | cellular | 8 | may | 428 | 1 | -1 | 0 | unknown | 0no
|
57 | retired | married | secondary | no | 374 | yes | yes | cellular | 16 | jul | 236 | 1 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | 88 | no | no | cellular | 29 | aug | 150 | 2 | -1 | 0 | unknown | 0no
|
59 | management | married | tertiary | no | 2,764 | no | no | cellular | 24 | dec | 237 | 1 | 206 | 2 | failure | 0no
|
30 | management | single | tertiary | no | 2 | yes | yes | cellular | 25 | jul | 1,031 | 8 | -1 | 0 | unknown | 1yes
|
33 | technician | married | tertiary | no | 8,023 | no | no | cellular | 30 | nov | 107 | 1 | 105 | 3 | failure | 0no
|
52 | blue-collar | married | secondary | no | 289 | yes | no | unknown | 21 | may | 45 | 13 | -1 | 0 | unknown | 0no
|
83 | retired | married | secondary | no | 0 | no | no | cellular | 18 | mar | 140 | 10 | -1 | 0 | unknown | 0no
|
58 | self-employed | divorced | tertiary | no | 1,382 | no | no | unknown | 9 | jun | 700 | 1 | -1 | 0 | unknown | 1yes
|
33 | management | divorced | tertiary | yes | 280 | no | yes | cellular | 18 | nov | 155 | 1 | -1 | 0 | unknown | 0no
|
41 | blue-collar | divorced | primary | no | 2,195 | yes | no | unknown | 3 | jun | 211 | 5 | -1 | 0 | unknown | 0no
|
31 | self-employed | married | secondary | no | 33 | no | no | cellular | 6 | aug | 165 | 4 | -1 | 0 | unknown | 0no
|
35 | blue-collar | divorced | secondary | no | 275 | no | yes | cellular | 10 | jul | 144 | 5 | -1 | 0 | unknown | 0no
|
27 | management | single | tertiary | no | 703 | yes | no | unknown | 5 | jun | 590 | 3 | -1 | 0 | unknown | 1yes
|
57 | admin. | divorced | unknown | no | 887 | no | no | unknown | 20 | jun | 43 | 8 | -1 | 0 | unknown | 0no
|
56 | unknown | married | unknown | no | 0 | no | no | unknown | 20 | jun | 471 | 2 | -1 | 0 | unknown | 0no
|
53 | admin. | single | secondary | no | 1,178 | yes | no | unknown | 15 | may | 295 | 2 | -1 | 0 | unknown | 0no
|
39 | management | married | tertiary | no | 2,763 | yes | no | unknown | 2 | jun | 526 | 2 | -1 | 0 | unknown | 1yes
|
32 | entrepreneur | single | tertiary | no | 890 | yes | yes | cellular | 28 | aug | 27 | 10 | -1 | 0 | unknown | 0no
|
46 | self-employed | married | secondary | no | 548 | no | no | cellular | 12 | aug | 1,181 | 4 | -1 | 0 | unknown | 1yes
|
56 | technician | married | tertiary | no | 272 | no | no | cellular | 26 | aug | 103 | 2 | -1 | 0 | unknown | 0no
|
46 | management | divorced | tertiary | no | 6,269 | yes | no | telephone | 18 | nov | 249 | 3 | 112 | 2 | failure | 0no
|
29 | entrepreneur | married | secondary | no | 178 | yes | no | cellular | 5 | may | 231 | 4 | -1 | 0 | unknown | 0no
|
60 | management | married | primary | no | 252 | yes | yes | cellular | 13 | apr | 123 | 2 | 147 | 3 | failure | 0no
|
33 | housemaid | single | tertiary | no | 23,663 | yes | no | cellular | 16 | apr | 199 | 2 | 146 | 2 | failure | 0no
|
27 | entrepreneur | single | tertiary | no | 81 | no | no | cellular | 5 | feb | 197 | 1 | 199 | 3 | failure | 0no
|
50 | self-employed | divorced | tertiary | no | 59 | yes | no | unknown | 28 | may | 67 | 2 | -1 | 0 | unknown | 0no
|
45 | services | married | secondary | no | 1,343 | no | yes | cellular | 8 | jul | 220 | 1 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 225 | no | no | cellular | 7 | aug | 122 | 6 | -1 | 0 | unknown | 0no
|
59 | retired | married | primary | no | 0 | yes | no | unknown | 26 | may | 104 | 7 | -1 | 0 | unknown | 0no
|
58 | retired | divorced | primary | no | 2,538 | yes | no | cellular | 31 | jul | 307 | 6 | -1 | 0 | unknown | 0no
|
64 | retired | married | primary | no | 43 | no | no | cellular | 11 | mar | 117 | 1 | 91 | 1 | success | 0no
|
47 | technician | married | secondary | no | 57 | no | no | cellular | 5 | may | 253 | 1 | 342 | 1 | success | 0no
|
40 | management | married | tertiary | no | -117 | yes | no | cellular | 17 | jul | 770 | 2 | -1 | 0 | unknown | 0no
|
36 | technician | divorced | secondary | no | 666 | yes | yes | cellular | 3 | apr | 190 | 1 | 133 | 1 | other | 0no
|
28 | management | single | tertiary | no | 0 | yes | no | cellular | 16 | jul | 767 | 5 | -1 | 0 | unknown | 1yes
|
38 | technician | single | tertiary | no | 25 | yes | no | cellular | 1 | jun | 232 | 2 | -1 | 0 | unknown | 1yes
|
53 | entrepreneur | married | primary | no | 1,034 | yes | no | cellular | 19 | nov | 854 | 2 | 170 | 3 | other | 0no
|
46 | blue-collar | single | secondary | no | 324 | yes | no | unknown | 30 | may | 293 | 6 | -1 | 0 | unknown | 0no
|
54 | technician | married | secondary | no | 0 | no | no | telephone | 16 | nov | 986 | 1 | 94 | 8 | failure | 0no
|
32 | management | married | tertiary | no | 0 | no | no | cellular | 19 | nov | 66 | 1 | -1 | 0 | unknown | 0no
|
55 | management | married | primary | no | 621 | no | yes | cellular | 2 | feb | 114 | 1 | 208 | 1 | failure | 0no
|
55 | retired | divorced | secondary | no | 138 | no | no | cellular | 17 | jul | 205 | 1 | -1 | 0 | unknown | 0no
|
56 | technician | married | secondary | no | 4,063 | no | yes | telephone | 28 | jul | 31 | 4 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 11,084 | no | no | unknown | 11 | jun | 113 | 1 | -1 | 0 | unknown | 0no
|
44 | technician | married | secondary | no | 310 | yes | no | cellular | 6 | feb | 200 | 1 | 253 | 1 | failure | 0no
|
32 | entrepreneur | married | unknown | no | 73 | yes | no | cellular | 21 | nov | 158 | 1 | 135 | 1 | failure | 0no
|
33 | management | married | tertiary | no | 1,808 | yes | no | unknown | 4 | jun | 99 | 4 | -1 | 0 | unknown | 0no
|
41 | unemployed | divorced | secondary | no | 1,281 | no | no | cellular | 31 | jul | 45 | 3 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | no | 64 | yes | no | cellular | 12 | may | 239 | 4 | 278 | 2 | other | 0no
|
58 | management | single | tertiary | no | 2 | yes | no | telephone | 11 | may | 168 | 3 | -1 | 0 | unknown | 0no
|
52 | blue-collar | married | secondary | no | 60 | no | yes | cellular | 26 | aug | 196 | 2 | -1 | 0 | unknown | 0no
|
49 | services | single | secondary | no | 133 | no | no | unknown | 11 | jun | 319 | 6 | -1 | 0 | unknown | 0no
|
44 | housemaid | married | primary | no | 3,706 | no | no | unknown | 17 | jun | 209 | 3 | -1 | 0 | unknown | 0no
|
28 | admin. | single | unknown | no | 174 | no | no | cellular | 28 | sep | 184 | 1 | -1 | 0 | unknown | 0no
|
31 | technician | married | secondary | no | 251 | no | yes | cellular | 29 | aug | 156 | 2 | -1 | 0 | unknown | 0no
|
37 | self-employed | married | secondary | no | 4,153 | yes | no | cellular | 31 | jul | 35 | 16 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | 985 | yes | no | cellular | 19 | feb | 88 | 2 | -1 | 0 | unknown | 0no
|
28 | services | single | secondary | no | 168 | no | no | cellular | 1 | jun | 347 | 3 | 140 | 2 | success | 1yes
|
46 | services | married | secondary | no | 1,550 | yes | no | cellular | 16 | apr | 126 | 2 | 149 | 8 | failure | 0no
|
47 | management | married | tertiary | no | 7,708 | yes | no | cellular | 21 | nov | 157 | 5 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | primary | no | -12 | yes | no | unknown | 12 | may | 212 | 5 | -1 | 0 | unknown | 0no
|
80 | management | married | primary | no | 6,483 | no | no | telephone | 19 | oct | 123 | 1 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | 60 | yes | yes | unknown | 7 | may | 306 | 5 | -1 | 0 | unknown | 0no
|
55 | technician | single | secondary | no | 3,339 | yes | no | unknown | 2 | jun | 63 | 1 | -1 | 0 | unknown | 0no
|
22 | student | single | tertiary | no | 1,161 | no | yes | cellular | 16 | jun | 119 | 1 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | primary | no | 599 | yes | no | unknown | 21 | may | 29 | 1 | -1 | 0 | unknown | 0no
|
53 | entrepreneur | married | unknown | no | 28 | no | no | cellular | 31 | jul | 117 | 2 | -1 | 0 | unknown | 0no
|
49 | management | married | tertiary | no | 1,430 | no | no | cellular | 18 | nov | 231 | 2 | -1 | 0 | unknown | 0no
|
51 | retired | married | secondary | no | 35 | no | yes | cellular | 8 | jul | 123 | 4 | -1 | 0 | unknown | 0no
|
41 | self-employed | married | tertiary | no | 6,000 | yes | no | cellular | 18 | nov | 265 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | married | secondary | no | 0 | yes | no | cellular | 15 | jul | 144 | 1 | -1 | 0 | unknown | 0no
|
36 | blue-collar | single | secondary | no | 340 | no | yes | unknown | 16 | jun | 559 | 3 | -1 | 0 | unknown | 0no
|
35 | entrepreneur | married | tertiary | no | 0 | no | no | cellular | 5 | may | 74 | 1 | 168 | 4 | failure | 0no
|