age
int64 18
95
| job
stringclasses 12
values | marital
stringclasses 3
values | education
stringclasses 4
values | default
stringclasses 2
values | balance
int64 -8,019
102k
| housing
stringclasses 2
values | loan
stringclasses 2
values | contact
stringclasses 3
values | day
int64 1
31
| month
stringclasses 12
values | duration
int64 0
4.92k
| campaign
int64 1
63
| pdays
int64 -1
871
| previous
int64 0
275
| poutcome
stringclasses 4
values | y
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | blue-collar | single | secondary | no | 0 | no | no | unknown | 12 | oct | 8 | 1 | -1 | 0 | unknown | no |
25 | management | single | tertiary | no | 1,650 | yes | no | unknown | 12 | oct | 5 | 1 | -1 | 0 | unknown | no |
36 | management | single | tertiary | no | 2,646 | no | no | cellular | 13 | oct | 169 | 1 | 182 | 10 | success | yes |
62 | self-employed | divorced | tertiary | no | 6 | yes | no | cellular | 13 | oct | 216 | 1 | 183 | 4 | success | yes |
29 | self-employed | single | tertiary | no | 1,579 | no | no | cellular | 13 | oct | 190 | 1 | 92 | 5 | success | yes |
26 | blue-collar | single | secondary | no | 2,007 | no | no | cellular | 13 | oct | 194 | 1 | 92 | 5 | success | yes |
38 | management | married | tertiary | no | 413 | no | no | cellular | 13 | oct | 252 | 2 | 183 | 3 | success | yes |
29 | admin. | married | tertiary | no | 167 | yes | yes | cellular | 13 | oct | 357 | 2 | 237 | 2 | failure | no |
26 | technician | single | secondary | no | 342 | no | no | cellular | 14 | oct | 133 | 2 | -1 | 0 | unknown | no |
43 | technician | married | secondary | no | 297 | yes | no | cellular | 14 | oct | 119 | 3 | -1 | 0 | unknown | no |
86 | retired | married | primary | no | 1,255 | no | no | cellular | 14 | oct | 192 | 2 | 92 | 4 | success | no |
59 | technician | married | secondary | no | 1 | no | no | cellular | 14 | oct | 585 | 1 | 182 | 5 | success | yes |
51 | management | married | tertiary | no | 469 | no | no | cellular | 14 | oct | 491 | 1 | 182 | 3 | success | yes |
28 | self-employed | single | tertiary | no | 159 | no | no | cellular | 14 | oct | 246 | 2 | 420 | 2 | other | yes |
36 | blue-collar | single | tertiary | no | 1,830 | no | no | cellular | 14 | oct | 183 | 1 | 91 | 11 | failure | no |
53 | admin. | married | secondary | no | 459 | no | no | cellular | 14 | oct | 317 | 6 | 192 | 1 | success | no |
40 | management | married | tertiary | no | 0 | no | no | cellular | 14 | oct | 1,410 | 3 | -1 | 0 | unknown | no |
27 | technician | single | secondary | no | 643 | no | no | telephone | 14 | oct | 301 | 1 | 93 | 1 | success | yes |
38 | management | married | tertiary | no | 276 | no | no | cellular | 14 | oct | 322 | 1 | -1 | 0 | unknown | no |
57 | admin. | married | secondary | no | 16,873 | no | no | cellular | 14 | oct | 219 | 3 | 372 | 1 | failure | no |
28 | management | single | tertiary | no | 9,710 | no | no | cellular | 14 | oct | 786 | 2 | -1 | 0 | unknown | no |
37 | management | married | secondary | no | 209 | no | no | cellular | 14 | oct | 183 | 3 | 528 | 7 | unknown | no |
42 | admin. | married | unknown | no | 756 | no | no | cellular | 14 | oct | 72 | 4 | 160 | 3 | failure | no |
41 | management | divorced | tertiary | no | 3,355 | no | no | cellular | 14 | oct | 181 | 2 | 500 | 1 | failure | no |
47 | admin. | married | secondary | no | 1,387 | yes | no | cellular | 14 | oct | 158 | 1 | 826 | 1 | failure | no |
61 | retired | married | secondary | no | 938 | no | no | cellular | 15 | oct | 212 | 2 | 92 | 5 | success | no |
45 | management | married | secondary | no | 2,897 | no | no | cellular | 15 | oct | 531 | 4 | 105 | 7 | failure | no |
39 | services | single | secondary | no | 471 | no | no | unknown | 15 | oct | 5 | 1 | -1 | 0 | unknown | no |
60 | retired | divorced | secondary | no | 514 | no | no | cellular | 15 | oct | 187 | 2 | 213 | 10 | success | yes |
40 | housemaid | married | primary | no | 979 | no | no | cellular | 15 | oct | 106 | 4 | -1 | 0 | unknown | no |
29 | self-employed | single | tertiary | no | 270 | yes | no | cellular | 15 | oct | 94 | 5 | 274 | 11 | failure | no |
42 | unemployed | married | secondary | no | 1,289 | no | no | cellular | 15 | oct | 1,176 | 3 | 92 | 6 | success | yes |
29 | blue-collar | single | secondary | no | 2,806 | no | no | cellular | 15 | oct | 294 | 1 | 93 | 5 | other | no |
26 | admin. | married | tertiary | no | 319 | no | no | cellular | 15 | oct | 88 | 1 | -1 | 0 | unknown | no |
33 | management | single | tertiary | no | 718 | yes | no | cellular | 18 | oct | 104 | 1 | 111 | 4 | success | no |
47 | admin. | married | secondary | no | 3,676 | no | no | cellular | 18 | oct | 567 | 1 | 95 | 3 | success | yes |
28 | management | married | tertiary | no | 1,918 | no | no | cellular | 18 | oct | 333 | 1 | 616 | 1 | failure | no |
45 | management | single | tertiary | no | 2,048 | yes | no | cellular | 18 | oct | 310 | 1 | 804 | 1 | failure | yes |
43 | unemployed | married | tertiary | no | 0 | no | no | cellular | 18 | oct | 464 | 1 | 94 | 2 | success | yes |
22 | management | single | tertiary | no | 104 | no | yes | cellular | 18 | oct | 509 | 1 | 185 | 3 | success | yes |
34 | technician | married | secondary | no | 159 | yes | no | cellular | 18 | oct | 252 | 1 | -1 | 0 | unknown | yes |
29 | management | single | tertiary | no | 600 | yes | no | cellular | 18 | oct | 170 | 5 | -1 | 0 | unknown | no |
64 | retired | married | secondary | no | 466 | yes | no | cellular | 18 | oct | 526 | 1 | -1 | 0 | unknown | yes |
39 | admin. | divorced | secondary | no | 728 | yes | yes | cellular | 18 | oct | 222 | 1 | -1 | 0 | unknown | yes |
35 | management | married | secondary | no | 724 | yes | no | cellular | 18 | oct | 102 | 3 | 96 | 3 | success | no |
26 | student | single | secondary | no | 316 | no | no | cellular | 18 | oct | 375 | 2 | -1 | 0 | unknown | no |
27 | management | single | tertiary | no | 107 | no | no | cellular | 18 | oct | 767 | 3 | -1 | 0 | unknown | yes |
69 | retired | divorced | secondary | no | 4,189 | no | no | cellular | 18 | oct | 138 | 4 | 96 | 2 | success | no |
32 | student | single | tertiary | no | 922 | no | no | cellular | 18 | oct | 338 | 2 | -1 | 0 | unknown | no |
25 | technician | single | secondary | no | 3,843 | no | no | cellular | 18 | oct | 159 | 2 | 95 | 2 | failure | no |
66 | retired | married | secondary | no | 3,409 | no | no | cellular | 19 | oct | 133 | 3 | 160 | 3 | failure | no |
26 | technician | single | secondary | no | 4,859 | no | no | cellular | 19 | oct | 90 | 2 | 92 | 3 | other | no |
49 | blue-collar | married | secondary | no | 1,946 | no | no | cellular | 19 | oct | 192 | 1 | 95 | 1 | success | yes |
25 | admin. | single | tertiary | no | 1,734 | no | no | cellular | 19 | oct | 366 | 1 | -1 | 0 | unknown | no |
34 | admin. | single | tertiary | no | 1,077 | no | no | cellular | 19 | oct | 218 | 1 | 151 | 5 | other | no |
42 | management | married | unknown | no | 1,519 | no | no | cellular | 19 | oct | 230 | 1 | 92 | 1 | success | yes |
64 | management | married | tertiary | no | 5,112 | no | no | telephone | 19 | oct | 898 | 7 | 137 | 11 | other | yes |
44 | management | single | tertiary | no | 1,090 | no | no | cellular | 20 | oct | 178 | 4 | 93 | 6 | success | yes |
36 | technician | married | tertiary | no | 521 | no | no | cellular | 20 | oct | 347 | 3 | -1 | 0 | unknown | yes |
43 | management | married | tertiary | no | 2,450 | no | yes | cellular | 20 | oct | 124 | 1 | -1 | 0 | unknown | no |
64 | retired | divorced | secondary | no | 4,833 | no | no | cellular | 20 | oct | 621 | 1 | 181 | 3 | failure | yes |
30 | self-employed | single | secondary | no | 1,031 | no | no | unknown | 20 | oct | 7 | 1 | -1 | 0 | unknown | no |
58 | retired | married | primary | no | 742 | no | no | unknown | 20 | oct | 5 | 1 | -1 | 0 | unknown | no |
75 | retired | married | tertiary | no | 4,912 | no | no | telephone | 20 | oct | 238 | 2 | 183 | 5 | failure | no |
52 | admin. | married | secondary | no | 423 | yes | yes | cellular | 20 | oct | 139 | 2 | 96 | 7 | failure | no |
30 | management | single | tertiary | no | 2,344 | yes | no | cellular | 20 | oct | 316 | 2 | 92 | 3 | failure | no |
29 | student | single | secondary | no | 1,925 | no | no | cellular | 21 | oct | 150 | 3 | 149 | 5 | success | yes |
52 | management | married | secondary | no | 335 | no | no | cellular | 21 | oct | 411 | 1 | 182 | 1 | failure | yes |
26 | student | single | secondary | no | 108 | no | no | cellular | 21 | oct | 235 | 1 | 175 | 3 | success | no |
52 | technician | married | secondary | no | 371 | yes | yes | cellular | 21 | oct | 453 | 1 | 183 | 3 | success | yes |
49 | technician | married | secondary | no | 2,400 | no | no | cellular | 21 | oct | 262 | 3 | -1 | 0 | unknown | no |
27 | unemployed | single | secondary | no | 771 | no | no | cellular | 21 | oct | 181 | 1 | 302 | 3 | other | yes |
54 | management | divorced | tertiary | no | 5,475 | no | no | cellular | 21 | oct | 1,032 | 1 | 91 | 4 | success | yes |
37 | management | married | tertiary | no | 203 | no | no | cellular | 21 | oct | 759 | 1 | 90 | 5 | success | yes |
48 | admin. | married | secondary | no | 50 | no | yes | cellular | 21 | oct | 419 | 1 | -1 | 0 | unknown | yes |
28 | technician | single | tertiary | no | 11,862 | no | no | cellular | 21 | oct | 549 | 2 | 238 | 13 | other | yes |
46 | technician | married | secondary | no | 9,299 | no | no | cellular | 21 | oct | 201 | 5 | 94 | 3 | success | no |
20 | student | single | secondary | no | 88 | no | no | telephone | 21 | oct | 621 | 1 | 181 | 4 | other | no |
77 | retired | married | secondary | no | 820 | no | no | telephone | 21 | oct | 330 | 2 | 181 | 4 | success | yes |
63 | retired | single | tertiary | no | 791 | no | no | cellular | 21 | oct | 212 | 2 | -1 | 0 | unknown | yes |
27 | student | single | secondary | no | 1,164 | no | no | cellular | 21 | oct | 256 | 2 | 104 | 2 | failure | no |
34 | technician | single | secondary | no | 1,279 | yes | no | cellular | 21 | oct | 339 | 3 | 91 | 10 | success | yes |
66 | retired | married | primary | no | 8 | no | no | cellular | 22 | oct | 56 | 2 | -1 | 0 | unknown | no |
59 | entrepreneur | married | secondary | no | 496 | no | no | cellular | 22 | oct | 738 | 3 | 183 | 1 | success | yes |
29 | blue-collar | single | tertiary | no | 455 | no | no | cellular | 22 | oct | 542 | 4 | 148 | 3 | success | yes |
25 | technician | single | secondary | no | 325 | no | no | cellular | 22 | oct | 716 | 3 | -1 | 0 | unknown | yes |
38 | management | married | tertiary | no | 536 | yes | no | cellular | 22 | oct | 234 | 1 | 92 | 1 | success | yes |
31 | technician | single | secondary | no | 845 | yes | no | cellular | 22 | oct | 168 | 2 | -1 | 0 | unknown | no |
38 | management | single | tertiary | no | 1,373 | no | no | cellular | 22 | oct | 119 | 4 | -1 | 0 | unknown | no |
57 | unemployed | divorced | primary | no | 282 | no | no | cellular | 22 | oct | 460 | 1 | 88 | 4 | other | no |
33 | admin. | single | tertiary | no | 146 | no | no | cellular | 22 | oct | 380 | 1 | 91 | 3 | success | yes |
61 | retired | married | primary | no | 2,686 | no | no | telephone | 22 | oct | 84 | 3 | -1 | 0 | unknown | no |
43 | management | single | tertiary | no | 2,081 | no | no | cellular | 22 | oct | 554 | 3 | -1 | 0 | unknown | yes |
37 | technician | married | secondary | no | 480 | no | no | cellular | 22 | oct | 344 | 2 | 182 | 8 | other | yes |
47 | admin. | single | secondary | no | 1,693 | yes | no | cellular | 22 | oct | 608 | 2 | 92 | 4 | other | yes |
77 | retired | divorced | primary | no | 2,693 | no | no | cellular | 25 | oct | 83 | 2 | 94 | 12 | other | no |
63 | retired | married | secondary | no | 1,495 | no | no | cellular | 25 | oct | 389 | 1 | 195 | 4 | other | yes |
61 | self-employed | married | tertiary | no | 10,861 | no | no | cellular | 25 | oct | 225 | 1 | 91 | 5 | success | yes |
44 | technician | single | unknown | no | 11,115 | no | no | cellular | 25 | oct | 189 | 1 | 185 | 4 | success | no |
30 | management | single | tertiary | no | 985 | yes | no | cellular | 25 | oct | 304 | 1 | 94 | 2 | success | yes |