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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | management | married | tertiary | no | 436 | yes | no | cellular | 17 | apr | 28 | 1 | 345 | 1 | failure | 0no
|
48 | blue-collar | married | primary | no | 559 | yes | no | unknown | 15 | may | 1,231 | 2 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 1,170 | no | no | cellular | 20 | aug | 200 | 4 | -1 | 0 | unknown | 0no
|
46 | management | divorced | tertiary | no | 25 | no | no | unknown | 26 | may | 103 | 2 | -1 | 0 | unknown | 0no
|
40 | services | married | secondary | no | 1,325 | no | no | unknown | 11 | jun | 150 | 2 | -1 | 0 | unknown | 0no
|
39 | entrepreneur | married | secondary | no | 0 | no | no | cellular | 21 | nov | 108 | 7 | -1 | 0 | unknown | 0no
|
33 | technician | single | secondary | no | 647 | yes | yes | cellular | 4 | feb | 124 | 1 | 273 | 1 | other | 0no
|
50 | blue-collar | married | primary | no | 2,142 | yes | no | cellular | 29 | jan | 309 | 2 | 224 | 1 | other | 0no
|
84 | retired | divorced | primary | no | 639 | no | no | telephone | 18 | may | 353 | 3 | -1 | 0 | unknown | 1yes
|
40 | blue-collar | married | primary | no | 177 | yes | yes | telephone | 21 | jul | 742 | 4 | -1 | 0 | unknown | 0no
|
55 | management | married | tertiary | no | 236 | no | no | cellular | 4 | aug | 200 | 1 | -1 | 0 | unknown | 0no
|
40 | services | divorced | secondary | no | 1,959 | yes | no | unknown | 30 | may | 177 | 1 | -1 | 0 | unknown | 0no
|
46 | admin. | married | primary | no | 96 | no | no | telephone | 4 | feb | 151 | 2 | -1 | 0 | unknown | 0no
|
43 | self-employed | single | tertiary | no | 0 | no | no | unknown | 19 | jun | 147 | 1 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 250 | yes | no | unknown | 29 | may | 193 | 6 | -1 | 0 | unknown | 0no
|
35 | technician | single | secondary | no | 126 | no | no | cellular | 22 | aug | 112 | 2 | -1 | 0 | unknown | 0no
|
57 | retired | married | unknown | no | 1,621 | yes | no | unknown | 19 | jun | 108 | 1 | -1 | 0 | unknown | 0no
|
25 | student | single | secondary | no | 8 | no | no | cellular | 22 | apr | 107 | 2 | -1 | 0 | unknown | 1yes
|
32 | self-employed | married | tertiary | no | 189 | yes | no | unknown | 6 | jun | 106 | 2 | -1 | 0 | unknown | 0no
|
52 | retired | single | secondary | no | 316 | no | no | cellular | 12 | may | 463 | 3 | -1 | 0 | unknown | 0no
|
31 | self-employed | single | tertiary | yes | -282 | yes | no | cellular | 20 | nov | 131 | 3 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | -308 | yes | no | cellular | 30 | apr | 140 | 2 | -1 | 0 | unknown | 0no
|
42 | technician | divorced | secondary | no | 248 | no | no | cellular | 19 | aug | 163 | 4 | -1 | 0 | unknown | 0no
|
47 | blue-collar | divorced | primary | no | 126 | yes | no | unknown | 3 | jun | 2,456 | 2 | -1 | 0 | unknown | 1yes
|
50 | self-employed | divorced | tertiary | no | 13 | yes | no | cellular | 20 | apr | 76 | 1 | -1 | 0 | unknown | 1yes
|
30 | technician | married | secondary | no | -393 | yes | yes | cellular | 16 | jul | 435 | 1 | -1 | 0 | unknown | 1yes
|
33 | services | single | secondary | no | 358 | yes | no | cellular | 7 | may | 302 | 1 | 356 | 3 | failure | 0no
|
56 | technician | single | tertiary | no | 917 | no | no | unknown | 9 | jun | 306 | 1 | -1 | 0 | unknown | 0no
|
34 | admin. | divorced | secondary | no | 1,268 | yes | no | cellular | 15 | may | 259 | 3 | -1 | 0 | unknown | 0no
|
33 | technician | married | secondary | no | -163 | yes | yes | cellular | 8 | aug | 502 | 2 | -1 | 0 | unknown | 0no
|
32 | management | single | tertiary | no | 473 | yes | no | cellular | 11 | may | 72 | 2 | 361 | 1 | other | 0no
|
34 | management | married | tertiary | no | 4,831 | yes | no | cellular | 4 | feb | 265 | 1 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | no | 1,063 | yes | no | cellular | 31 | jul | 413 | 2 | -1 | 0 | unknown | 0no
|
30 | management | married | secondary | no | 0 | yes | no | cellular | 12 | may | 756 | 3 | -1 | 0 | unknown | 0no
|
29 | blue-collar | married | secondary | no | 424 | yes | yes | unknown | 14 | may | 241 | 2 | -1 | 0 | unknown | 0no
|
56 | unemployed | divorced | primary | no | 802 | no | no | telephone | 3 | feb | 258 | 2 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 430 | yes | no | cellular | 25 | jul | 137 | 16 | -1 | 0 | unknown | 0no
|
59 | unknown | married | unknown | no | 3,940 | no | no | unknown | 5 | jun | 48 | 2 | -1 | 0 | unknown | 0no
|
36 | housemaid | married | secondary | no | 2,880 | no | no | unknown | 12 | jun | 283 | 1 | -1 | 0 | unknown | 0no
|
51 | blue-collar | divorced | secondary | no | 1,069 | yes | no | unknown | 30 | may | 247 | 2 | -1 | 0 | unknown | 0no
|
54 | self-employed | divorced | primary | no | 4,382 | yes | no | telephone | 18 | may | 193 | 4 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 0 | no | no | cellular | 11 | mar | 129 | 4 | 107 | 2 | failure | 0no
|
32 | technician | married | tertiary | no | 3,939 | no | no | cellular | 8 | aug | 209 | 2 | -1 | 0 | unknown | 0no
|
42 | self-employed | married | tertiary | no | 753 | no | no | unknown | 17 | jun | 31 | 1 | -1 | 0 | unknown | 0no
|
29 | blue-collar | married | secondary | no | 358 | no | no | cellular | 21 | jul | 88 | 5 | -1 | 0 | unknown | 0no
|
52 | blue-collar | married | primary | no | 1,141 | yes | no | cellular | 12 | may | 22 | 5 | -1 | 0 | unknown | 0no
|
40 | technician | married | secondary | no | 1,259 | no | no | unknown | 20 | may | 234 | 5 | -1 | 0 | unknown | 0no
|
30 | services | married | secondary | no | 227 | no | yes | unknown | 3 | jun | 23 | 1 | -1 | 0 | unknown | 0no
|
55 | entrepreneur | divorced | secondary | no | 538 | yes | no | cellular | 7 | aug | 353 | 2 | -1 | 0 | unknown | 1yes
|
49 | management | married | tertiary | no | 92 | yes | no | unknown | 6 | may | 221 | 2 | -1 | 0 | unknown | 0no
|
33 | technician | married | tertiary | no | 8,023 | no | no | cellular | 25 | feb | 196 | 1 | 87 | 4 | failure | 0no
|
32 | services | single | secondary | no | 2,478 | no | yes | cellular | 20 | nov | 395 | 1 | -1 | 0 | unknown | 0no
|
21 | student | single | secondary | no | 6,844 | no | no | cellular | 14 | aug | 126 | 3 | 127 | 7 | other | 0no
|
42 | technician | married | secondary | no | 440 | yes | no | cellular | 3 | feb | 13 | 5 | -1 | 0 | unknown | 0no
|
56 | self-employed | married | secondary | no | 800 | no | yes | cellular | 9 | jul | 170 | 1 | -1 | 0 | unknown | 0no
|
39 | unknown | single | secondary | no | 914 | no | no | unknown | 5 | jun | 20 | 1 | -1 | 0 | unknown | 0no
|
30 | entrepreneur | single | secondary | no | 638 | no | no | cellular | 14 | jul | 358 | 6 | -1 | 0 | unknown | 0no
|
55 | retired | married | secondary | no | 159 | no | no | cellular | 28 | aug | 159 | 1 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | primary | no | 483 | yes | no | cellular | 12 | may | 225 | 3 | -1 | 0 | unknown | 0no
|
53 | unemployed | married | secondary | no | 94 | no | no | cellular | 10 | aug | 493 | 1 | 181 | 14 | success | 1yes
|
57 | retired | married | secondary | no | 1,044 | no | no | telephone | 11 | jan | 585 | 1 | 192 | 2 | success | 1yes
|
39 | self-employed | single | unknown | no | 0 | no | no | unknown | 20 | jun | 13 | 11 | -1 | 0 | unknown | 0no
|
56 | technician | divorced | tertiary | no | 401 | yes | no | telephone | 20 | nov | 26 | 1 | -1 | 0 | unknown | 0no
|
29 | services | single | unknown | no | 33 | no | no | unknown | 1 | jul | 161 | 1 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | primary | no | 506 | yes | yes | unknown | 12 | jun | 122 | 1 | -1 | 0 | unknown | 0no
|
59 | management | married | tertiary | no | 1,881 | no | no | cellular | 19 | nov | 456 | 2 | -1 | 0 | unknown | 0no
|
42 | technician | single | unknown | no | 344 | yes | no | unknown | 3 | jun | 26 | 7 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | primary | no | 0 | yes | no | unknown | 12 | may | 51 | 9 | -1 | 0 | unknown | 0no
|
31 | admin. | married | secondary | no | 3 | yes | no | cellular | 28 | jul | 37 | 12 | -1 | 0 | unknown | 0no
|
35 | services | divorced | secondary | no | 221 | yes | no | cellular | 14 | may | 150 | 1 | 360 | 1 | failure | 0no
|
50 | self-employed | married | secondary | no | 36 | no | no | cellular | 13 | aug | 104 | 10 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | primary | no | 969 | yes | no | cellular | 13 | may | 721 | 1 | -1 | 0 | unknown | 0no
|
36 | services | single | secondary | no | 760 | no | no | unknown | 20 | jun | 9 | 13 | -1 | 0 | unknown | 0no
|
25 | admin. | single | tertiary | no | 220 | no | no | cellular | 26 | may | 68 | 1 | -1 | 0 | unknown | 0no
|
42 | management | single | tertiary | no | 10,907 | no | no | cellular | 4 | may | 74 | 3 | -1 | 0 | unknown | 0no
|
27 | student | single | tertiary | no | -148 | yes | no | cellular | 11 | sep | 146 | 3 | 224 | 1 | other | 0no
|
32 | blue-collar | married | primary | no | 415 | yes | no | unknown | 2 | jun | 777 | 4 | -1 | 0 | unknown | 1yes
|
57 | management | married | tertiary | no | 1,341 | yes | no | unknown | 8 | may | 339 | 2 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 865 | yes | no | cellular | 13 | may | 78 | 2 | -1 | 0 | unknown | 0no
|
34 | blue-collar | divorced | secondary | no | -566 | yes | no | unknown | 26 | may | 248 | 2 | -1 | 0 | unknown | 0no
|
33 | services | married | secondary | no | 210 | yes | yes | unknown | 20 | may | 201 | 1 | -1 | 0 | unknown | 0no
|
26 | technician | single | secondary | no | 1,275 | yes | no | unknown | 20 | jun | 18 | 9 | -1 | 0 | unknown | 0no
|
50 | blue-collar | married | secondary | no | 579 | no | no | cellular | 26 | aug | 83 | 4 | -1 | 0 | unknown | 0no
|
60 | technician | single | tertiary | no | 2,934 | no | no | cellular | 8 | aug | 233 | 2 | -1 | 0 | unknown | 0no
|
47 | management | married | tertiary | no | 6,637 | yes | no | cellular | 17 | apr | 174 | 2 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 271 | no | no | cellular | 18 | nov | 89 | 1 | -1 | 0 | unknown | 0no
|
52 | technician | married | tertiary | no | 0 | no | no | cellular | 9 | aug | 145 | 3 | 94 | 4 | success | 0no
|
36 | services | married | secondary | no | 472 | yes | no | unknown | 19 | jun | 1,017 | 1 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | primary | no | 487 | yes | no | unknown | 7 | may | 548 | 2 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | 699 | yes | no | cellular | 11 | aug | 213 | 4 | -1 | 0 | unknown | 0no
|
32 | blue-collar | married | secondary | no | 150 | no | no | cellular | 5 | feb | 210 | 1 | -1 | 0 | unknown | 0no
|
31 | management | single | tertiary | no | 1,130 | yes | no | cellular | 17 | apr | 224 | 3 | 74 | 4 | failure | 0no
|
29 | management | single | secondary | no | 584 | yes | no | unknown | 16 | jun | 541 | 19 | -1 | 0 | unknown | 0no
|
48 | services | divorced | secondary | no | 3,186 | no | yes | cellular | 9 | apr | 104 | 1 | -1 | 0 | unknown | 0no
|
32 | services | single | secondary | no | 133 | no | no | cellular | 15 | apr | 171 | 1 | -1 | 0 | unknown | 1yes
|
30 | housemaid | single | tertiary | no | 868 | no | no | cellular | 7 | aug | 387 | 2 | -1 | 0 | unknown | 0no
|
48 | blue-collar | married | secondary | no | 480 | yes | no | cellular | 15 | may | 830 | 1 | 352 | 2 | failure | 1yes
|
51 | blue-collar | married | unknown | no | 1,883 | yes | no | unknown | 5 | may | 57 | 1 | -1 | 0 | unknown | 0no
|
34 | management | married | tertiary | no | 606 | no | no | cellular | 20 | apr | 97 | 1 | -1 | 0 | unknown | 1yes
|
35 | blue-collar | married | secondary | no | 603 | yes | no | cellular | 17 | apr | 474 | 2 | -1 | 0 | unknown | 0no
|