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 | management | married | tertiary | no | 1,831 | no | no | cellular | 17 | feb | 122 | 1 | 92 | 1 | failure | 0no
|
28 | management | married | tertiary | no | 1,480 | yes | no | cellular | 18 | may | 143 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 7,289 | yes | no | cellular | 2 | feb | 316 | 3 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | unknown | no | 1,665 | no | no | telephone | 30 | jul | 89 | 2 | -1 | 0 | unknown | 0no
|
37 | blue-collar | single | primary | no | 851 | yes | no | cellular | 15 | may | 151 | 1 | 352 | 1 | failure | 0no
|
41 | management | married | tertiary | no | 2,885 | no | no | cellular | 19 | nov | 40 | 1 | -1 | 0 | unknown | 0no
|
35 | blue-collar | married | secondary | no | 137 | no | yes | unknown | 4 | oct | 5 | 1 | 808 | 12 | failure | 0no
|
34 | blue-collar | single | secondary | no | 1,239 | yes | no | cellular | 18 | jul | 90 | 1 | -1 | 0 | unknown | 0no
|
43 | management | single | tertiary | no | 146 | no | no | cellular | 21 | nov | 50 | 1 | 113 | 5 | other | 0no
|
59 | technician | married | secondary | no | 1 | no | no | cellular | 15 | apr | 159 | 2 | 378 | 3 | failure | 1yes
|
50 | blue-collar | divorced | primary | no | -10 | no | yes | cellular | 10 | jul | 369 | 6 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | no | 480 | no | no | cellular | 22 | oct | 344 | 2 | 182 | 8 | other | 1yes
|
35 | technician | married | secondary | no | 2,789 | yes | no | cellular | 4 | sep | 256 | 2 | 94 | 1 | failure | 0no
|
50 | technician | single | secondary | no | 3,897 | no | no | cellular | 26 | oct | 298 | 1 | -1 | 0 | unknown | 0no
|
36 | technician | divorced | secondary | no | 487 | no | yes | cellular | 11 | aug | 268 | 3 | -1 | 0 | unknown | 0no
|
41 | admin. | married | secondary | no | 5,110 | yes | no | cellular | 13 | apr | 231 | 1 | -1 | 0 | unknown | 0no
|
28 | management | married | tertiary | no | 318 | yes | no | unknown | 27 | may | 4 | 4 | -1 | 0 | unknown | 0no
|
42 | technician | single | tertiary | no | -411 | yes | no | cellular | 12 | may | 78 | 5 | 292 | 3 | failure | 0no
|
60 | retired | married | secondary | no | 4,820 | no | no | unknown | 5 | jun | 419 | 1 | -1 | 0 | unknown | 0no
|
28 | management | single | tertiary | no | 4,937 | yes | no | telephone | 13 | may | 421 | 3 | -1 | 0 | unknown | 0no
|
48 | entrepreneur | married | secondary | no | 725 | no | yes | cellular | 10 | jul | 105 | 1 | -1 | 0 | unknown | 0no
|
51 | entrepreneur | married | tertiary | no | 5,403 | no | no | unknown | 6 | jun | 42 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | married | tertiary | no | 4,089 | no | no | cellular | 26 | may | 114 | 7 | 287 | 3 | failure | 0no
|
35 | technician | married | tertiary | no | 188 | no | no | cellular | 26 | aug | 286 | 2 | -1 | 0 | unknown | 0no
|
37 | technician | married | unknown | no | 189 | no | no | cellular | 1 | oct | 238 | 1 | 107 | 2 | success | 1yes
|
38 | blue-collar | divorced | secondary | no | 2,998 | yes | no | unknown | 11 | jun | 91 | 1 | -1 | 0 | unknown | 0no
|
77 | retired | married | secondary | no | 610 | no | no | cellular | 13 | aug | 766 | 3 | -1 | 0 | unknown | 0no
|
32 | management | single | unknown | no | 787 | no | no | cellular | 28 | jan | 92 | 1 | -1 | 0 | unknown | 0no
|
43 | technician | divorced | secondary | no | 167 | no | no | cellular | 4 | aug | 211 | 3 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 243 | yes | no | cellular | 7 | may | 160 | 2 | 360 | 3 | failure | 0no
|
29 | management | married | tertiary | no | 877 | no | no | cellular | 3 | feb | 166 | 3 | -1 | 0 | unknown | 0no
|
32 | admin. | single | secondary | no | 2,817 | yes | no | cellular | 21 | nov | 195 | 1 | -1 | 0 | unknown | 0no
|
41 | management | divorced | tertiary | no | 4,567 | yes | yes | cellular | 16 | jul | 106 | 1 | -1 | 0 | unknown | 0no
|
26 | services | single | secondary | no | 127 | yes | yes | cellular | 23 | jul | 85 | 3 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | primary | no | 176 | no | no | cellular | 24 | jul | 78 | 1 | -1 | 0 | unknown | 0no
|
57 | retired | married | tertiary | no | 0 | yes | yes | unknown | 28 | may | 648 | 1 | -1 | 0 | unknown | 1yes
|
36 | services | single | secondary | no | 1,482 | yes | no | cellular | 18 | nov | 177 | 2 | 174 | 1 | other | 0no
|
42 | blue-collar | married | secondary | no | 3,052 | yes | no | unknown | 27 | may | 32 | 1 | -1 | 0 | unknown | 0no
|
35 | technician | divorced | secondary | no | 56 | no | no | cellular | 29 | aug | 24 | 12 | -1 | 0 | unknown | 0no
|
52 | entrepreneur | divorced | primary | no | 278 | yes | no | unknown | 7 | may | 688 | 2 | -1 | 0 | unknown | 0no
|
36 | management | single | tertiary | no | 3,875 | yes | no | unknown | 27 | may | 21 | 5 | -1 | 0 | unknown | 0no
|
46 | technician | married | secondary | no | -337 | yes | no | unknown | 27 | may | 112 | 1 | -1 | 0 | unknown | 0no
|
60 | management | divorced | tertiary | no | 366 | no | no | cellular | 3 | jun | 593 | 1 | -1 | 0 | unknown | 1yes
|
57 | housemaid | married | primary | no | 501 | yes | yes | cellular | 7 | aug | 59 | 2 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 998 | yes | no | cellular | 29 | jan | 121 | 3 | -1 | 0 | unknown | 0no
|
59 | self-employed | married | primary | no | 0 | yes | no | telephone | 28 | jul | 97 | 2 | -1 | 0 | unknown | 0no
|
39 | management | married | tertiary | no | 246 | no | no | cellular | 11 | aug | 86 | 2 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | secondary | no | -182 | yes | yes | cellular | 14 | may | 10 | 10 | -1 | 0 | unknown | 0no
|
27 | management | single | tertiary | no | 446 | no | no | cellular | 23 | jun | 205 | 3 | -1 | 0 | unknown | 0no
|
59 | retired | married | secondary | no | 1,173 | no | no | unknown | 9 | jun | 77 | 2 | -1 | 0 | unknown | 0no
|
36 | technician | divorced | secondary | no | 5,957 | yes | no | cellular | 18 | nov | 138 | 2 | -1 | 0 | unknown | 0no
|
44 | admin. | married | secondary | no | 205 | no | no | cellular | 3 | nov | 289 | 1 | -1 | 0 | unknown | 1yes
|
50 | admin. | married | secondary | no | 0 | no | no | cellular | 4 | aug | 86 | 4 | -1 | 0 | unknown | 0no
|
41 | management | divorced | tertiary | no | 369 | yes | no | telephone | 22 | aug | 9 | 3 | -1 | 0 | unknown | 0no
|
47 | admin. | married | secondary | no | 1,934 | no | yes | cellular | 14 | may | 225 | 1 | 364 | 1 | failure | 0no
|
32 | technician | single | tertiary | no | 259 | no | no | cellular | 22 | jul | 407 | 4 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | secondary | no | 284 | yes | yes | unknown | 3 | jun | 1,030 | 6 | -1 | 0 | unknown | 0no
|
55 | blue-collar | married | unknown | no | 23 | no | no | cellular | 13 | aug | 123 | 2 | -1 | 0 | unknown | 0no
|
38 | management | single | tertiary | no | 1,373 | no | no | cellular | 22 | oct | 119 | 4 | -1 | 0 | unknown | 0no
|
31 | management | single | tertiary | no | 62 | yes | no | cellular | 18 | may | 175 | 1 | 293 | 5 | failure | 0no
|
38 | blue-collar | divorced | secondary | no | 157 | no | no | unknown | 9 | jun | 299 | 5 | -1 | 0 | unknown | 0no
|
29 | unemployed | single | tertiary | no | 991 | no | no | cellular | 5 | feb | 563 | 1 | -1 | 0 | unknown | 0no
|
55 | services | married | secondary | no | 186 | yes | yes | unknown | 9 | may | 241 | 1 | -1 | 0 | unknown | 0no
|
35 | unemployed | married | secondary | no | 977 | yes | no | cellular | 4 | may | 52 | 4 | 91 | 1 | other | 0no
|
40 | self-employed | single | tertiary | no | 2,893 | no | no | cellular | 2 | jun | 76 | 3 | -1 | 0 | unknown | 0no
|
34 | blue-collar | married | secondary | no | 1,897 | yes | yes | cellular | 19 | nov | 441 | 1 | -1 | 0 | unknown | 0no
|
32 | technician | single | tertiary | no | 5,514 | no | no | cellular | 22 | apr | 319 | 1 | 182 | 1 | success | 1yes
|
33 | blue-collar | married | secondary | no | 889 | yes | no | unknown | 18 | sep | 13 | 1 | 373 | 6 | success | 0no
|
33 | management | married | tertiary | no | 273 | yes | no | unknown | 16 | may | 803 | 1 | -1 | 0 | unknown | 1yes
|
37 | admin. | married | secondary | no | 1,193 | no | no | cellular | 12 | may | 396 | 2 | -1 | 0 | unknown | 0no
|
58 | management | married | tertiary | no | 2,729 | no | no | unknown | 18 | jun | 188 | 1 | -1 | 0 | unknown | 0no
|
36 | admin. | single | secondary | no | 0 | no | no | cellular | 20 | apr | 637 | 1 | -1 | 0 | unknown | 0no
|
42 | blue-collar | married | secondary | no | 230 | yes | no | unknown | 5 | jun | 175 | 7 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 2,729 | yes | no | cellular | 6 | apr | 945 | 1 | 139 | 1 | success | 0no
|
35 | management | married | tertiary | no | 317 | yes | no | unknown | 23 | may | 162 | 3 | -1 | 0 | unknown | 0no
|
60 | housemaid | married | primary | no | 517 | no | no | unknown | 12 | jun | 1,178 | 3 | -1 | 0 | unknown | 0no
|
50 | management | married | tertiary | no | -470 | yes | no | cellular | 8 | may | 506 | 2 | 170 | 3 | failure | 0no
|
28 | self-employed | single | tertiary | no | 4,579 | no | no | cellular | 12 | jan | 409 | 2 | -1 | 0 | unknown | 1yes
|
27 | blue-collar | divorced | secondary | no | 1 | yes | no | cellular | 14 | jul | 116 | 3 | -1 | 0 | unknown | 0no
|
37 | management | married | tertiary | no | 5,106 | no | no | cellular | 30 | apr | 244 | 1 | -1 | 0 | unknown | 1yes
|
31 | technician | married | tertiary | no | 636 | yes | no | cellular | 4 | may | 352 | 4 | -1 | 0 | unknown | 1yes
|
34 | services | married | secondary | no | 1,076 | no | no | cellular | 12 | may | 152 | 1 | 182 | 6 | success | 1yes
|
38 | management | married | tertiary | no | 126 | yes | no | unknown | 21 | may | 164 | 2 | -1 | 0 | unknown | 0no
|
32 | self-employed | married | secondary | no | -33 | yes | no | unknown | 28 | may | 234 | 3 | -1 | 0 | unknown | 0no
|
37 | technician | married | secondary | no | 430 | no | no | cellular | 27 | aug | 154 | 4 | -1 | 0 | unknown | 0no
|
33 | admin. | married | secondary | no | -6 | yes | no | unknown | 7 | may | 566 | 2 | -1 | 0 | unknown | 0no
|
71 | technician | married | tertiary | no | 383 | no | no | cellular | 27 | oct | 327 | 2 | 183 | 3 | success | 0no
|
27 | technician | married | secondary | no | 130 | yes | no | cellular | 7 | may | 265 | 3 | -1 | 0 | unknown | 0no
|
38 | blue-collar | married | primary | no | 2,569 | no | no | unknown | 9 | jun | 172 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | single | secondary | no | 201 | no | no | cellular | 22 | jul | 257 | 2 | -1 | 0 | unknown | 0no
|
54 | retired | divorced | tertiary | no | 0 | no | no | unknown | 13 | may | 618 | 1 | -1 | 0 | unknown | 1yes
|
30 | blue-collar | married | secondary | no | 6 | yes | no | cellular | 28 | jan | 241 | 3 | -1 | 0 | unknown | 0no
|
35 | entrepreneur | single | secondary | no | 475 | no | yes | cellular | 21 | jul | 936 | 4 | -1 | 0 | unknown | 0no
|
33 | blue-collar | single | secondary | no | 706 | yes | no | cellular | 7 | apr | 329 | 1 | 322 | 1 | failure | 0no
|
36 | management | married | secondary | no | 1,825 | yes | no | cellular | 14 | may | 24 | 1 | 346 | 1 | failure | 0no
|
59 | self-employed | married | tertiary | no | 185 | no | no | cellular | 22 | jun | 177 | 5 | 138 | 1 | failure | 0no
|
72 | blue-collar | married | primary | no | 4,415 | no | no | telephone | 13 | oct | 120 | 1 | -1 | 0 | unknown | 0no
|
64 | management | married | tertiary | no | 679 | no | no | telephone | 22 | apr | 135 | 3 | -1 | 0 | unknown | 0no
|
53 | technician | divorced | secondary | no | 320 | no | no | cellular | 9 | jul | 175 | 1 | -1 | 0 | unknown | 0no
|
35 | management | single | tertiary | no | 2,988 | yes | no | cellular | 25 | may | 179 | 1 | -1 | 0 | unknown | 0no
|