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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | technician | married | secondary | no | 0 | no | no | cellular | 29 | aug | 141 | 2 | -1 | 0 | unknown | 0no
|
30 | management | married | tertiary | no | 151 | no | no | cellular | 19 | aug | 82 | 4 | -1 | 0 | unknown | 0no
|
32 | management | divorced | tertiary | no | 883 | yes | no | cellular | 10 | dec | 798 | 1 | 185 | 5 | other | 1yes
|
27 | services | single | secondary | no | 266 | no | yes | cellular | 7 | jul | 232 | 1 | -1 | 0 | unknown | 0no
|
48 | management | married | tertiary | no | 0 | no | no | cellular | 26 | aug | 60 | 5 | -1 | 0 | unknown | 0no
|
36 | technician | married | tertiary | no | 491 | yes | no | unknown | 8 | may | 103 | 3 | -1 | 0 | unknown | 0no
|
54 | management | married | tertiary | no | 3 | no | yes | cellular | 8 | jul | 443 | 1 | -1 | 0 | unknown | 0no
|
36 | blue-collar | married | secondary | no | 198 | yes | no | unknown | 9 | may | 400 | 2 | -1 | 0 | unknown | 0no
|
52 | housemaid | married | secondary | no | 14,363 | no | no | unknown | 5 | jun | 132 | 1 | -1 | 0 | unknown | 0no
|
34 | technician | divorced | secondary | no | 0 | yes | yes | cellular | 18 | aug | 374 | 16 | -1 | 0 | unknown | 0no
|
43 | technician | married | secondary | no | 136 | no | no | cellular | 25 | aug | 363 | 7 | -1 | 0 | unknown | 1yes
|
32 | management | single | tertiary | no | 28 | no | no | cellular | 8 | aug | 111 | 2 | -1 | 0 | unknown | 0no
|
33 | management | single | tertiary | no | 335 | no | no | cellular | 29 | aug | 130 | 4 | -1 | 0 | unknown | 0no
|
51 | housemaid | married | unknown | no | 174 | no | no | telephone | 29 | jul | 308 | 3 | -1 | 0 | unknown | 0no
|
39 | unemployed | married | secondary | no | 270 | yes | no | unknown | 3 | jun | 116 | 1 | -1 | 0 | unknown | 0no
|
44 | management | single | tertiary | no | 1,206 | no | no | cellular | 9 | jul | 160 | 2 | -1 | 0 | unknown | 0no
|
49 | housemaid | divorced | primary | no | 198 | yes | no | unknown | 13 | may | 205 | 3 | -1 | 0 | unknown | 0no
|
25 | technician | married | tertiary | no | 914 | yes | no | cellular | 12 | may | 185 | 2 | -1 | 0 | unknown | 0no
|
39 | self-employed | married | secondary | no | 31 | yes | no | cellular | 20 | nov | 61 | 2 | 181 | 4 | failure | 0no
|
54 | technician | married | secondary | no | 0 | no | no | telephone | 14 | aug | 159 | 2 | 106 | 6 | success | 0no
|
32 | management | single | tertiary | no | 347 | yes | no | cellular | 18 | may | 213 | 1 | 264 | 6 | failure | 0no
|
36 | management | married | tertiary | no | 860 | yes | no | unknown | 20 | may | 294 | 15 | -1 | 0 | unknown | 0no
|
54 | technician | married | secondary | no | 89 | yes | no | cellular | 10 | jul | 140 | 3 | -1 | 0 | unknown | 0no
|
31 | technician | married | secondary | no | 0 | yes | yes | cellular | 28 | jan | 71 | 1 | 223 | 9 | other | 0no
|
45 | services | married | secondary | no | 0 | no | yes | cellular | 8 | jul | 47 | 7 | -1 | 0 | unknown | 0no
|
31 | admin. | single | secondary | no | 68 | yes | no | cellular | 16 | apr | 570 | 2 | -1 | 0 | unknown | 0no
|
45 | technician | married | secondary | no | -149 | yes | no | cellular | 14 | jul | 287 | 2 | -1 | 0 | unknown | 0no
|
33 | services | divorced | secondary | no | 2,411 | yes | no | cellular | 23 | oct | 130 | 1 | 161 | 1 | failure | 1yes
|
46 | management | divorced | tertiary | no | 225 | yes | no | cellular | 14 | may | 201 | 1 | 345 | 1 | other | 0no
|
43 | unknown | single | tertiary | no | 2,731 | no | no | cellular | 21 | nov | 11 | 7 | -1 | 0 | unknown | 0no
|
50 | management | married | tertiary | no | 112 | yes | no | cellular | 4 | nov | 70 | 5 | 85 | 5 | other | 0no
|
44 | management | divorced | tertiary | no | 0 | no | no | cellular | 22 | aug | 54 | 2 | -1 | 0 | unknown | 0no
|
42 | services | married | secondary | no | 3,620 | yes | no | unknown | 27 | may | 22 | 16 | -1 | 0 | unknown | 0no
|
26 | blue-collar | single | secondary | no | 179 | no | no | cellular | 30 | jul | 103 | 3 | -1 | 0 | unknown | 0no
|
47 | admin. | single | secondary | no | 1,544 | yes | no | cellular | 6 | apr | 104 | 1 | 312 | 1 | failure | 0no
|
48 | blue-collar | married | primary | no | 199 | no | no | telephone | 18 | aug | 29 | 2 | -1 | 0 | unknown | 0no
|
60 | blue-collar | married | unknown | no | 231 | yes | no | unknown | 12 | may | 57 | 2 | -1 | 0 | unknown | 0no
|
27 | admin. | divorced | secondary | no | 76 | yes | no | unknown | 4 | jun | 236 | 1 | -1 | 0 | unknown | 0no
|
30 | unemployed | single | tertiary | no | 302 | no | no | cellular | 11 | feb | 528 | 3 | -1 | 0 | unknown | 1yes
|
28 | admin. | single | secondary | no | 189 | yes | no | cellular | 31 | jul | 68 | 2 | -1 | 0 | unknown | 0no
|
58 | retired | married | primary | no | 565 | no | no | telephone | 7 | jul | 876 | 1 | -1 | 0 | unknown | 1yes
|
37 | entrepreneur | married | tertiary | no | 310 | no | no | cellular | 1 | sep | 76 | 1 | -1 | 0 | unknown | 0no
|
36 | services | married | secondary | no | 1,746 | yes | no | unknown | 26 | may | 99 | 1 | -1 | 0 | unknown | 0no
|
39 | technician | married | secondary | no | 6 | yes | no | cellular | 18 | may | 122 | 3 | 357 | 4 | failure | 0no
|
52 | unemployed | married | primary | no | -110 | no | yes | cellular | 29 | jan | 141 | 1 | -1 | 0 | unknown | 0no
|
55 | retired | married | secondary | no | 2,749 | yes | yes | unknown | 29 | may | 58 | 2 | -1 | 0 | unknown | 0no
|
30 | management | single | tertiary | no | 6,495 | no | no | cellular | 30 | mar | 78 | 3 | -1 | 0 | unknown | 0no
|
36 | blue-collar | single | secondary | no | 35 | yes | no | unknown | 3 | jun | 435 | 3 | -1 | 0 | unknown | 0no
|
39 | admin. | married | secondary | no | -650 | no | no | cellular | 15 | may | 123 | 2 | 364 | 1 | failure | 0no
|
47 | blue-collar | married | primary | no | 292 | no | yes | telephone | 28 | jul | 210 | 3 | -1 | 0 | unknown | 0no
|
42 | housemaid | single | primary | no | 5,774 | yes | no | unknown | 15 | may | 54 | 2 | -1 | 0 | unknown | 0no
|
42 | management | married | secondary | no | 2,416 | yes | no | unknown | 20 | may | 138 | 4 | -1 | 0 | unknown | 0no
|
58 | retired | married | secondary | no | 35 | no | no | cellular | 29 | jul | 336 | 7 | -1 | 0 | unknown | 0no
|
68 | retired | married | secondary | no | 19,317 | yes | no | cellular | 4 | aug | 249 | 1 | -1 | 0 | unknown | 1yes
|
43 | technician | married | secondary | no | 50 | no | no | unknown | 28 | may | 63 | 1 | -1 | 0 | unknown | 0no
|
44 | blue-collar | married | secondary | no | -674 | yes | no | unknown | 5 | may | 257 | 1 | -1 | 0 | unknown | 0no
|
49 | technician | married | tertiary | no | 3,726 | no | no | cellular | 5 | aug | 875 | 2 | -1 | 0 | unknown | 1yes
|
57 | retired | married | tertiary | no | 1,180 | yes | yes | unknown | 14 | may | 191 | 2 | -1 | 0 | unknown | 0no
|
61 | self-employed | divorced | tertiary | no | 6,610 | no | no | cellular | 24 | feb | 481 | 2 | -1 | 0 | unknown | 1yes
|
36 | admin. | single | secondary | no | 319 | yes | no | cellular | 18 | may | 120 | 2 | -1 | 0 | unknown | 0no
|
31 | blue-collar | married | secondary | no | 1,545 | yes | yes | cellular | 13 | may | 207 | 1 | -1 | 0 | unknown | 0no
|
51 | technician | married | tertiary | no | 1,315 | no | no | telephone | 5 | jun | 303 | 2 | -1 | 0 | unknown | 0no
|
31 | technician | single | tertiary | no | 424 | no | no | cellular | 21 | aug | 93 | 2 | -1 | 0 | unknown | 0no
|
56 | blue-collar | married | primary | no | 151 | no | no | cellular | 3 | feb | 128 | 1 | -1 | 0 | unknown | 0no
|
30 | technician | single | tertiary | no | -970 | no | yes | cellular | 21 | aug | 194 | 2 | -1 | 0 | unknown | 0no
|
38 | services | married | secondary | no | -762 | yes | yes | unknown | 30 | may | 408 | 2 | -1 | 0 | unknown | 0no
|
35 | services | married | secondary | no | 181 | yes | no | cellular | 31 | jul | 5 | 3 | -1 | 0 | unknown | 0no
|
31 | blue-collar | married | unknown | no | -120 | yes | no | cellular | 17 | jul | 231 | 2 | -1 | 0 | unknown | 0no
|
39 | admin. | divorced | secondary | no | 1,022 | yes | no | unknown | 20 | jun | 20 | 3 | -1 | 0 | unknown | 0no
|
50 | management | married | tertiary | no | 78 | yes | no | cellular | 14 | jan | 218 | 3 | 161 | 9 | other | 0no
|
39 | technician | married | tertiary | no | 209 | no | no | unknown | 23 | jul | 36 | 2 | -1 | 0 | unknown | 0no
|
26 | admin. | married | secondary | no | 2,469 | no | no | cellular | 16 | jul | 136 | 8 | -1 | 0 | unknown | 0no
|
55 | technician | married | secondary | no | 0 | no | no | cellular | 19 | nov | 336 | 1 | -1 | 0 | unknown | 0no
|
43 | blue-collar | divorced | primary | no | 328 | no | yes | cellular | 8 | jul | 192 | 1 | -1 | 0 | unknown | 0no
|
34 | housemaid | married | tertiary | no | 0 | no | no | cellular | 26 | may | 141 | 1 | 188 | 1 | failure | 0no
|
51 | self-employed | married | primary | no | 307 | yes | yes | unknown | 17 | jun | 65 | 2 | -1 | 0 | unknown | 0no
|
31 | management | married | tertiary | no | 1,384 | yes | no | cellular | 30 | jan | 203 | 2 | 2 | 3 | other | 0no
|
32 | management | married | tertiary | no | 0 | no | no | cellular | 26 | aug | 104 | 9 | -1 | 0 | unknown | 0no
|
53 | technician | married | secondary | no | 719 | yes | no | unknown | 14 | may | 230 | 1 | -1 | 0 | unknown | 0no
|
44 | management | divorced | tertiary | no | 0 | no | no | cellular | 10 | aug | 71 | 1 | -1 | 0 | unknown | 0no
|
38 | entrepreneur | married | tertiary | no | 6,704 | yes | no | unknown | 21 | may | 205 | 2 | -1 | 0 | unknown | 0no
|
47 | self-employed | married | tertiary | no | 4,543 | yes | no | unknown | 14 | may | 162 | 1 | -1 | 0 | unknown | 0no
|
36 | management | married | tertiary | no | 0 | yes | no | unknown | 27 | may | 145 | 2 | -1 | 0 | unknown | 0no
|
30 | management | single | tertiary | no | 149 | yes | no | unknown | 3 | jun | 220 | 2 | -1 | 0 | unknown | 0no
|
46 | blue-collar | married | secondary | no | -1,400 | yes | no | telephone | 6 | may | 309 | 3 | 355 | 4 | failure | 0no
|
33 | entrepreneur | married | secondary | no | -118 | yes | yes | unknown | 27 | may | 421 | 3 | -1 | 0 | unknown | 0no
|
43 | blue-collar | married | secondary | no | 2,160 | no | no | cellular | 8 | sep | 261 | 1 | 98 | 1 | success | 1yes
|
38 | management | married | tertiary | no | 3,452 | no | no | cellular | 13 | aug | 132 | 2 | -1 | 0 | unknown | 0no
|
27 | technician | single | secondary | no | 842 | no | no | cellular | 30 | jul | 273 | 1 | 91 | 1 | other | 0no
|
38 | management | married | unknown | no | 3,576 | no | no | cellular | 25 | nov | 349 | 2 | 183 | 1 | success | 1yes
|
41 | unemployed | married | tertiary | no | 1,666 | no | no | unknown | 9 | jun | 291 | 3 | -1 | 0 | unknown | 0no
|
29 | technician | married | secondary | no | 0 | yes | no | cellular | 28 | jul | 83 | 6 | -1 | 0 | unknown | 0no
|
39 | services | married | secondary | no | 0 | yes | no | unknown | 20 | may | 793 | 2 | -1 | 0 | unknown | 0no
|
42 | blue-collar | single | primary | no | 1,628 | yes | no | cellular | 5 | feb | 119 | 1 | 195 | 8 | success | 0no
|
47 | services | married | secondary | no | 51 | yes | yes | unknown | 16 | may | 312 | 1 | -1 | 0 | unknown | 0no
|
30 | blue-collar | single | secondary | yes | 447 | no | no | unknown | 14 | may | 103 | 6 | -1 | 0 | unknown | 0no
|
34 | admin. | married | secondary | no | 396 | yes | no | cellular | 16 | jul | 101 | 3 | -1 | 0 | unknown | 0no
|
45 | housemaid | married | primary | no | 4,994 | no | no | unknown | 20 | jun | 48 | 1 | -1 | 0 | unknown | 0no
|
43 | admin. | married | secondary | no | 3,215 | yes | no | cellular | 21 | jul | 228 | 3 | -1 | 0 | unknown | 0no
|
59 | blue-collar | married | primary | no | 2,814 | no | no | unknown | 20 | jun | 81 | 3 | -1 | 0 | unknown | 0no
|