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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59 | retired | married | primary | no | 0 | no | no | cellular | 5 | jun | 493 | 2 | -1 | 0 | unknown | 1yes
|
49 | blue-collar | married | primary | no | 371 | yes | no | cellular | 31 | jul | 18 | 44 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | primary | no | 1 | yes | no | cellular | 20 | apr | 257 | 1 | -1 | 0 | unknown | 0no
|
46 | technician | single | secondary | no | 834 | yes | no | cellular | 11 | jul | 196 | 2 | -1 | 0 | unknown | 0no
|
55 | entrepreneur | married | primary | no | 298 | yes | no | unknown | 8 | may | 144 | 3 | -1 | 0 | unknown | 0no
|
49 | services | married | tertiary | no | 306 | yes | no | cellular | 18 | aug | 285 | 7 | -1 | 0 | unknown | 0no
|
51 | technician | married | secondary | no | 143 | yes | no | unknown | 16 | may | 627 | 1 | -1 | 0 | unknown | 0no
|
27 | admin. | married | secondary | no | 186 | yes | no | unknown | 27 | may | 136 | 2 | -1 | 0 | unknown | 0no
|
44 | technician | married | secondary | no | 5,597 | no | no | unknown | 20 | jun | 27 | 3 | -1 | 0 | unknown | 0no
|
40 | services | single | secondary | no | 1,547 | yes | no | cellular | 12 | may | 88 | 2 | 173 | 1 | success | 0no
|
36 | management | married | tertiary | no | 1,852 | no | no | unknown | 8 | may | 362 | 1 | -1 | 0 | unknown | 0no
|
46 | admin. | single | secondary | no | 1,790 | yes | no | unknown | 5 | jun | 214 | 5 | -1 | 0 | unknown | 0no
|
30 | services | single | secondary | no | 20 | yes | no | cellular | 20 | apr | 404 | 6 | 340 | 1 | failure | 0no
|
35 | admin. | married | secondary | no | 8,652 | yes | no | unknown | 24 | jun | 103 | 6 | -1 | 0 | unknown | 0no
|
31 | technician | single | secondary | no | 1,626 | no | no | cellular | 7 | may | 356 | 2 | 286 | 3 | failure | 0no
|
37 | admin. | married | secondary | no | 749 | no | no | cellular | 21 | apr | 219 | 1 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | unknown | no | 51 | yes | no | unknown | 7 | may | 984 | 1 | -1 | 0 | unknown | 0no
|
27 | services | single | secondary | yes | -1 | no | no | cellular | 22 | jul | 60 | 2 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | -32 | yes | no | cellular | 12 | may | 145 | 1 | -1 | 0 | unknown | 0no
|
70 | retired | divorced | secondary | no | 6,850 | no | no | telephone | 5 | mar | 252 | 3 | 183 | 1 | failure | 0no
|
22 | technician | single | secondary | no | 333 | no | yes | telephone | 12 | nov | 129 | 1 | -1 | 0 | unknown | 0no
|
58 | blue-collar | married | secondary | no | -27 | no | yes | telephone | 31 | jul | 77 | 13 | -1 | 0 | unknown | 0no
|
33 | blue-collar | married | secondary | no | 932 | yes | no | unknown | 21 | may | 226 | 1 | -1 | 0 | unknown | 0no
|
83 | retired | divorced | primary | no | 0 | no | no | telephone | 31 | may | 664 | 1 | 77 | 3 | success | 0no
|
50 | management | divorced | tertiary | no | 100 | yes | yes | cellular | 13 | may | 157 | 1 | 299 | 3 | failure | 0no
|
53 | blue-collar | married | secondary | no | -626 | yes | no | cellular | 9 | jul | 205 | 1 | -1 | 0 | unknown | 0no
|
37 | management | single | tertiary | no | 9 | no | no | cellular | 26 | aug | 484 | 2 | -1 | 0 | unknown | 0no
|
55 | services | divorced | primary | no | 653 | no | no | unknown | 6 | jun | 800 | 1 | -1 | 0 | unknown | 0no
|
49 | admin. | married | secondary | no | 3,608 | yes | no | unknown | 13 | nov | 231 | 1 | -1 | 0 | unknown | 1yes
|
41 | blue-collar | married | primary | no | 293 | yes | yes | cellular | 7 | may | 102 | 1 | -1 | 0 | unknown | 0no
|
40 | management | single | tertiary | no | 36 | yes | no | unknown | 27 | may | 240 | 3 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 263 | yes | no | unknown | 5 | may | 350 | 2 | -1 | 0 | unknown | 0no
|
27 | student | single | secondary | no | 8,366 | no | no | cellular | 7 | may | 458 | 2 | 349 | 1 | other | 0no
|
30 | management | single | tertiary | no | 2,186 | yes | no | unknown | 3 | jun | 366 | 1 | -1 | 0 | unknown | 0no
|
37 | entrepreneur | single | secondary | no | 20,453 | yes | no | telephone | 4 | may | 115 | 1 | -1 | 0 | unknown | 0no
|
37 | services | single | secondary | no | 105 | no | yes | unknown | 17 | jun | 260 | 4 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 440 | yes | no | unknown | 5 | jun | 327 | 2 | -1 | 0 | unknown | 0no
|
73 | retired | married | unknown | no | 519 | no | no | telephone | 16 | oct | 434 | 1 | 57 | 1 | failure | 1yes
|
50 | management | married | tertiary | no | 19,447 | yes | yes | cellular | 21 | nov | 166 | 1 | -1 | 0 | unknown | 0no
|
53 | blue-collar | married | primary | no | 225 | no | no | cellular | 18 | jul | 171 | 7 | -1 | 0 | unknown | 0no
|
47 | blue-collar | married | secondary | no | 2,548 | yes | no | cellular | 11 | may | 577 | 1 | 368 | 1 | other | 0no
|
33 | technician | divorced | secondary | no | 0 | no | no | cellular | 21 | aug | 224 | 8 | -1 | 0 | unknown | 0no
|
50 | blue-collar | married | unknown | no | 2,284 | yes | no | telephone | 31 | jul | 1,088 | 17 | -1 | 0 | unknown | 1yes
|
51 | blue-collar | married | primary | no | 40 | yes | no | cellular | 13 | may | 79 | 1 | 370 | 1 | failure | 0no
|
42 | housemaid | divorced | tertiary | no | 364 | no | no | cellular | 18 | nov | 52 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 174 | no | no | telephone | 11 | may | 259 | 4 | -1 | 0 | unknown | 0no
|
44 | technician | married | secondary | no | 10,888 | yes | no | cellular | 5 | aug | 163 | 1 | -1 | 0 | unknown | 0no
|
32 | admin. | married | secondary | no | 0 | yes | yes | cellular | 17 | nov | 159 | 2 | 195 | 2 | failure | 0no
|
60 | retired | married | tertiary | no | 225 | no | no | cellular | 19 | aug | 54 | 2 | -1 | 0 | unknown | 0no
|
60 | retired | divorced | tertiary | no | 2,131 | no | no | cellular | 10 | jul | 421 | 6 | -1 | 0 | unknown | 0no
|
29 | blue-collar | single | secondary | no | -20 | no | yes | cellular | 21 | jul | 574 | 1 | -1 | 0 | unknown | 1yes
|
39 | management | single | secondary | no | 36 | no | no | cellular | 29 | aug | 70 | 2 | -1 | 0 | unknown | 0no
|
47 | blue-collar | married | primary | no | 2,642 | no | no | cellular | 13 | aug | 310 | 2 | -1 | 0 | unknown | 0no
|
30 | admin. | married | tertiary | no | 400 | yes | no | cellular | 7 | may | 223 | 1 | -1 | 0 | unknown | 0no
|
31 | technician | single | tertiary | no | 1,214 | no | no | cellular | 3 | feb | 39 | 1 | -1 | 0 | unknown | 0no
|
34 | management | single | tertiary | no | -292 | yes | no | cellular | 19 | aug | 181 | 6 | -1 | 0 | unknown | 0no
|
51 | admin. | married | secondary | no | 1,415 | yes | no | unknown | 2 | jun | 151 | 3 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | secondary | no | 213 | yes | no | unknown | 16 | jun | 270 | 15 | -1 | 0 | unknown | 0no
|
47 | admin. | single | secondary | no | 2,540 | no | no | cellular | 18 | nov | 110 | 5 | -1 | 0 | unknown | 0no
|
46 | housemaid | single | tertiary | no | 3,232 | no | no | telephone | 15 | jun | 94 | 2 | -1 | 0 | unknown | 0no
|
33 | management | married | tertiary | no | 296 | no | no | cellular | 16 | jul | 90 | 2 | -1 | 0 | unknown | 0no
|
30 | management | married | tertiary | no | 42 | no | no | cellular | 25 | aug | 115 | 6 | -1 | 0 | unknown | 0no
|
40 | technician | married | secondary | no | 697 | no | no | cellular | 24 | jun | 220 | 2 | 219 | 2 | other | 0no
|
38 | blue-collar | single | secondary | no | 13,156 | yes | no | cellular | 17 | apr | 291 | 4 | 331 | 1 | failure | 0no
|
63 | retired | divorced | secondary | no | 1,490 | no | no | cellular | 8 | jun | 506 | 1 | -1 | 0 | unknown | 1yes
|
33 | management | married | tertiary | no | 150 | no | no | cellular | 21 | aug | 151 | 2 | -1 | 0 | unknown | 0no
|
59 | retired | married | secondary | no | 0 | no | no | unknown | 5 | jun | 812 | 1 | -1 | 0 | unknown | 1yes
|
29 | management | single | tertiary | no | 4,210 | yes | no | cellular | 18 | may | 119 | 1 | -1 | 0 | unknown | 0no
|
54 | services | divorced | secondary | no | 1,012 | yes | no | cellular | 12 | may | 33 | 3 | 175 | 2 | other | 0no
|
57 | technician | married | secondary | no | 16,063 | yes | no | unknown | 30 | may | 352 | 3 | -1 | 0 | unknown | 0no
|
57 | blue-collar | married | primary | no | 5,431 | yes | yes | unknown | 6 | may | 383 | 1 | -1 | 0 | unknown | 0no
|
28 | services | single | secondary | no | 317 | yes | no | unknown | 16 | may | 21 | 3 | -1 | 0 | unknown | 0no
|
30 | technician | single | secondary | no | 4,787 | yes | no | cellular | 18 | nov | 266 | 1 | 167 | 2 | failure | 0no
|
28 | blue-collar | married | secondary | no | 225 | yes | yes | unknown | 7 | may | 866 | 2 | -1 | 0 | unknown | 0no
|
45 | services | divorced | primary | no | 3,854 | yes | no | unknown | 20 | jun | 10 | 3 | -1 | 0 | unknown | 0no
|
29 | services | divorced | secondary | no | 92 | yes | no | cellular | 7 | may | 240 | 1 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | -10 | yes | no | unknown | 9 | may | 291 | 4 | -1 | 0 | unknown | 0no
|
31 | blue-collar | married | secondary | no | -617 | yes | no | unknown | 2 | jun | 115 | 2 | -1 | 0 | unknown | 0no
|
59 | housemaid | divorced | primary | no | 195 | no | no | unknown | 5 | may | 366 | 2 | -1 | 0 | unknown | 0no
|
41 | blue-collar | married | primary | no | 1,172 | yes | no | unknown | 15 | may | 153 | 1 | -1 | 0 | unknown | 0no
|
57 | housemaid | married | secondary | no | 0 | no | no | cellular | 22 | aug | 197 | 2 | -1 | 0 | unknown | 0no
|
43 | services | divorced | secondary | no | 0 | no | no | cellular | 31 | jul | 106 | 4 | -1 | 0 | unknown | 0no
|
30 | services | divorced | secondary | no | -94 | yes | no | cellular | 14 | jul | 41 | 2 | -1 | 0 | unknown | 0no
|
26 | admin. | single | secondary | no | 609 | no | no | telephone | 28 | jan | 112 | 1 | -1 | 0 | unknown | 0no
|
52 | management | single | tertiary | no | 4 | no | yes | cellular | 28 | jul | 30 | 9 | -1 | 0 | unknown | 0no
|
32 | entrepreneur | divorced | secondary | no | 1,121 | yes | yes | cellular | 16 | apr | 211 | 3 | -1 | 0 | unknown | 0no
|
39 | management | divorced | tertiary | no | 355 | yes | no | cellular | 25 | aug | 313 | 5 | -1 | 0 | unknown | 0no
|
31 | blue-collar | married | secondary | no | 3,653 | yes | yes | cellular | 21 | nov | 252 | 1 | 168 | 4 | failure | 0no
|
83 | retired | divorced | primary | no | 1,097 | no | no | telephone | 5 | mar | 181 | 1 | -1 | 0 | unknown | 1yes
|
34 | management | married | tertiary | no | 436 | no | yes | cellular | 28 | jul | 118 | 4 | -1 | 0 | unknown | 0no
|
40 | blue-collar | married | secondary | no | 4,795 | yes | no | cellular | 17 | apr | 57 | 1 | -1 | 0 | unknown | 0no
|
39 | self-employed | married | secondary | no | 266 | no | no | cellular | 11 | may | 102 | 2 | -1 | 0 | unknown | 0no
|
50 | unemployed | married | secondary | no | 3,357 | no | no | cellular | 9 | jun | 239 | 4 | -1 | 0 | unknown | 1yes
|
30 | technician | married | tertiary | no | 101 | yes | yes | cellular | 7 | jul | 187 | 3 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | secondary | no | 10,910 | yes | no | cellular | 15 | may | 66 | 2 | -1 | 0 | unknown | 0no
|
49 | blue-collar | married | secondary | no | 1,568 | no | no | unknown | 21 | may | 206 | 6 | -1 | 0 | unknown | 0no
|
41 | retired | single | primary | no | 0 | no | no | cellular | 8 | may | 239 | 1 | 368 | 2 | failure | 0no
|
35 | blue-collar | married | secondary | no | 305 | yes | no | cellular | 18 | may | 7 | 7 | 367 | 25 | failure | 0no
|
57 | retired | married | tertiary | no | 31 | no | no | cellular | 19 | aug | 260 | 2 | -1 | 0 | unknown | 0no
|
29 | entrepreneur | married | secondary | no | 452 | yes | no | unknown | 27 | may | 347 | 1 | -1 | 0 | unknown | 0no
|