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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | admin. | married | tertiary | no | 1,636 | yes | yes | cellular | 6 | sep | 136 | 1 | 521 | 2 | failure | no |
84 | retired | divorced | primary | no | 1,680 | no | no | telephone | 6 | sep | 113 | 5 | 97 | 3 | other | no |
26 | technician | single | secondary | no | 1,105 | yes | no | cellular | 6 | sep | 415 | 1 | 297 | 3 | other | yes |
37 | services | married | secondary | no | 52 | yes | no | cellular | 6 | sep | 908 | 1 | 185 | 9 | success | yes |
52 | management | married | tertiary | no | 2,635 | no | no | cellular | 6 | sep | 313 | 1 | 108 | 8 | success | no |
38 | entrepreneur | married | tertiary | no | 1,649 | no | yes | cellular | 6 | sep | 218 | 2 | 432 | 3 | success | no |
33 | admin. | married | secondary | no | 616 | no | no | unknown | 6 | sep | 35 | 1 | -1 | 0 | unknown | no |
33 | admin. | married | secondary | no | 616 | no | no | cellular | 6 | sep | 250 | 3 | -1 | 0 | unknown | yes |
32 | technician | single | secondary | no | 1,089 | no | no | cellular | 6 | sep | 125 | 2 | -1 | 0 | unknown | no |
38 | management | married | tertiary | no | 14,352 | no | no | unknown | 6 | sep | 8 | 1 | -1 | 0 | unknown | no |
26 | admin. | single | tertiary | no | 760 | yes | no | cellular | 6 | sep | 164 | 2 | 186 | 7 | success | no |
53 | admin. | married | secondary | no | 0 | no | no | telephone | 6 | sep | 353 | 1 | 655 | 5 | failure | no |
34 | unemployed | single | unknown | no | 517 | no | no | cellular | 6 | sep | 791 | 3 | -1 | 0 | unknown | no |
27 | management | single | tertiary | no | 592 | no | no | cellular | 7 | sep | 667 | 1 | 221 | 3 | failure | no |
45 | unknown | married | tertiary | no | 406 | no | no | cellular | 7 | sep | 314 | 1 | -1 | 0 | unknown | yes |
27 | services | single | secondary | no | 44 | no | no | unknown | 7 | sep | 11 | 1 | -1 | 0 | unknown | no |
65 | retired | married | secondary | no | 1,220 | no | no | cellular | 7 | sep | 127 | 1 | 186 | 2 | failure | no |
37 | management | married | tertiary | no | 6,771 | no | no | cellular | 7 | sep | 337 | 1 | 186 | 1 | success | yes |
31 | technician | married | tertiary | no | 3,192 | yes | no | cellular | 7 | sep | 179 | 1 | 186 | 2 | failure | no |
28 | management | single | tertiary | no | 890 | yes | no | cellular | 7 | sep | 201 | 1 | -1 | 0 | unknown | yes |
36 | admin. | married | secondary | no | 194 | yes | yes | cellular | 7 | sep | 120 | 3 | -1 | 0 | unknown | no |
26 | unemployed | single | secondary | no | 4 | no | no | unknown | 7 | sep | 8 | 1 | -1 | 0 | unknown | no |
43 | management | divorced | tertiary | no | 2,251 | no | no | cellular | 7 | sep | 332 | 5 | -1 | 0 | unknown | no |
61 | retired | married | primary | no | 56 | no | no | cellular | 7 | sep | 288 | 3 | -1 | 0 | unknown | yes |
32 | blue-collar | married | primary | no | 1,644 | no | no | cellular | 7 | sep | 492 | 3 | 102 | 5 | other | yes |
51 | management | single | tertiary | no | 151 | yes | no | cellular | 8 | sep | 638 | 1 | 427 | 3 | success | yes |
38 | admin. | married | secondary | no | 0 | yes | no | cellular | 8 | sep | 210 | 1 | 92 | 3 | success | yes |
31 | technician | married | tertiary | no | 1,570 | yes | no | cellular | 8 | sep | 213 | 4 | 184 | 5 | success | no |
46 | admin. | married | secondary | no | 0 | yes | no | cellular | 8 | sep | 149 | 2 | 187 | 1 | failure | no |
34 | management | divorced | tertiary | no | 2,240 | no | no | cellular | 8 | sep | 220 | 2 | 184 | 3 | success | yes |
52 | management | married | tertiary | no | 994 | no | no | cellular | 8 | sep | 127 | 1 | 370 | 4 | failure | no |
60 | unemployed | married | secondary | no | 957 | no | no | cellular | 8 | sep | 246 | 1 | 184 | 3 | success | yes |
23 | student | single | tertiary | no | 508 | no | no | cellular | 8 | sep | 210 | 1 | 92 | 1 | failure | no |
24 | student | single | secondary | no | 689 | no | no | cellular | 8 | sep | 630 | 1 | -1 | 0 | unknown | yes |
77 | retired | married | primary | no | 1,385 | no | no | telephone | 8 | sep | 160 | 4 | -1 | 0 | unknown | no |
36 | management | married | tertiary | no | 2,161 | no | no | cellular | 8 | sep | 708 | 2 | 183 | 5 | success | yes |
37 | blue-collar | single | secondary | no | 292 | no | no | unknown | 8 | sep | 9 | 1 | -1 | 0 | unknown | no |
46 | student | single | unknown | no | 1,527 | no | no | cellular | 8 | sep | 358 | 3 | 184 | 1 | success | yes |
80 | retired | married | secondary | no | 8,304 | no | no | telephone | 8 | sep | 606 | 3 | 91 | 13 | success | yes |
37 | management | single | tertiary | no | 698 | no | no | cellular | 8 | sep | 1,081 | 2 | -1 | 0 | unknown | yes |
25 | student | single | tertiary | no | 20 | no | no | cellular | 8 | sep | 127 | 2 | -1 | 0 | unknown | no |
33 | blue-collar | married | secondary | no | 983 | no | no | unknown | 8 | sep | 9 | 1 | -1 | 0 | unknown | no |
64 | unknown | married | unknown | no | 2,799 | no | no | telephone | 9 | sep | 378 | 4 | -1 | 0 | unknown | no |
45 | management | married | tertiary | no | 623 | no | no | cellular | 9 | sep | 405 | 3 | -1 | 0 | unknown | no |
39 | management | married | tertiary | no | 494 | no | no | cellular | 9 | sep | 216 | 1 | 183 | 5 | success | yes |
62 | retired | married | secondary | no | 2,801 | yes | yes | cellular | 9 | sep | 261 | 1 | 183 | 1 | success | yes |
84 | retired | married | tertiary | no | 4,761 | no | no | telephone | 9 | sep | 1,405 | 1 | 92 | 3 | failure | yes |
24 | student | single | tertiary | no | 834 | no | no | cellular | 9 | sep | 679 | 1 | -1 | 0 | unknown | yes |
37 | unemployed | married | secondary | no | 1,978 | no | no | cellular | 9 | sep | 404 | 1 | 182 | 1 | success | yes |
24 | student | single | secondary | no | 139 | no | no | cellular | 9 | sep | 430 | 4 | -1 | 0 | unknown | yes |
28 | management | married | tertiary | no | 12 | yes | no | cellular | 9 | sep | 202 | 1 | -1 | 0 | unknown | yes |
31 | management | married | tertiary | no | 877 | no | no | cellular | 9 | sep | 209 | 1 | 92 | 8 | success | yes |
75 | retired | divorced | primary | no | 1,926 | no | no | cellular | 9 | sep | 761 | 1 | 93 | 5 | other | no |
40 | management | married | tertiary | no | 4,675 | no | no | cellular | 9 | sep | 263 | 1 | -1 | 0 | unknown | no |
33 | unemployed | single | secondary | no | 2,066 | no | yes | cellular | 9 | sep | 305 | 1 | 749 | 2 | failure | yes |
33 | admin. | single | secondary | no | 555 | yes | no | cellular | 9 | sep | 204 | 1 | 365 | 1 | success | yes |
64 | retired | married | primary | no | 48 | no | no | cellular | 9 | sep | 167 | 3 | 92 | 1 | success | yes |
48 | technician | married | primary | no | 235 | no | no | cellular | 9 | sep | 386 | 2 | 191 | 3 | success | yes |
28 | admin. | married | secondary | no | 1,595 | no | no | unknown | 9 | sep | 1 | 1 | 254 | 4 | success | no |
28 | admin. | married | secondary | no | 1,595 | no | no | cellular | 9 | sep | 268 | 1 | 254 | 4 | success | yes |
28 | student | single | tertiary | no | 5,741 | no | no | cellular | 10 | sep | 1,042 | 5 | 200 | 3 | failure | yes |
65 | unemployed | divorced | secondary | no | 588 | no | no | cellular | 10 | sep | 110 | 4 | 186 | 1 | success | no |
69 | retired | married | unknown | no | 426 | no | no | telephone | 10 | sep | 211 | 2 | 185 | 2 | success | yes |
28 | management | single | tertiary | no | 187 | no | no | cellular | 10 | sep | 255 | 1 | 93 | 2 | success | yes |
39 | technician | single | secondary | no | 300 | no | no | cellular | 10 | sep | 315 | 6 | 394 | 1 | failure | no |
24 | admin. | single | secondary | no | 166 | no | no | cellular | 10 | sep | 256 | 2 | -1 | 0 | unknown | yes |
51 | housemaid | divorced | primary | no | 127 | no | no | unknown | 13 | sep | 69 | 1 | -1 | 0 | unknown | no |
83 | retired | divorced | primary | no | 4,565 | no | no | cellular | 13 | sep | 175 | 2 | -1 | 0 | unknown | no |
39 | management | married | tertiary | no | 562 | no | no | cellular | 13 | sep | 303 | 2 | -1 | 0 | unknown | no |
52 | unemployed | married | secondary | no | 1,416 | no | no | cellular | 13 | sep | 218 | 3 | 187 | 3 | success | yes |
37 | services | single | tertiary | no | 1,189 | no | no | cellular | 13 | sep | 323 | 9 | 199 | 4 | other | yes |
47 | technician | married | secondary | no | 1,740 | yes | no | cellular | 13 | sep | 502 | 1 | 490 | 1 | failure | no |
25 | student | single | secondary | no | 486 | no | no | cellular | 13 | sep | 273 | 3 | 199 | 4 | failure | yes |
31 | management | single | tertiary | no | 147 | no | no | cellular | 13 | sep | 81 | 3 | 96 | 5 | success | no |
33 | services | married | secondary | no | 2,368 | no | no | unknown | 13 | sep | 5 | 1 | -1 | 0 | unknown | no |
30 | technician | single | secondary | no | 167 | no | no | unknown | 14 | sep | 9 | 1 | -1 | 0 | unknown | no |
22 | student | single | secondary | no | 224 | no | no | unknown | 14 | sep | 5 | 1 | -1 | 0 | unknown | no |
62 | admin. | married | secondary | no | 4,608 | no | no | cellular | 14 | sep | 706 | 1 | 186 | 1 | success | no |
58 | management | married | tertiary | no | 0 | no | no | cellular | 14 | sep | 358 | 2 | -1 | 0 | unknown | yes |
67 | retired | married | unknown | no | 2,540 | no | no | telephone | 14 | sep | 279 | 3 | 92 | 9 | success | yes |
72 | admin. | married | primary | no | 2,321 | no | no | cellular | 14 | sep | 221 | 2 | 64 | 12 | failure | yes |
62 | retired | married | tertiary | no | 2,557 | yes | no | cellular | 14 | sep | 211 | 1 | 216 | 7 | success | yes |
42 | management | single | secondary | no | 900 | yes | no | unknown | 14 | sep | 6 | 1 | 524 | 7 | other | no |
41 | admin. | married | secondary | no | 3,138 | no | no | cellular | 14 | sep | 409 | 1 | 398 | 1 | failure | yes |
28 | management | single | tertiary | no | 1,720 | no | no | cellular | 14 | sep | 230 | 1 | 91 | 4 | success | yes |
43 | blue-collar | married | secondary | no | 408 | yes | no | unknown | 14 | sep | 6 | 1 | 838 | 3 | other | no |
68 | retired | divorced | primary | no | 2,027 | no | no | cellular | 14 | sep | 404 | 2 | 91 | 4 | success | yes |
30 | management | single | tertiary | no | 13,774 | no | no | cellular | 14 | sep | 380 | 1 | -1 | 0 | unknown | no |
75 | retired | married | primary | no | 1,765 | no | no | telephone | 14 | sep | 808 | 1 | 187 | 4 | failure | yes |
24 | student | single | unknown | no | 358 | no | no | cellular | 14 | sep | 407 | 2 | 92 | 2 | success | no |
21 | student | single | unknown | no | 1,506 | no | no | cellular | 14 | sep | 340 | 1 | -1 | 0 | unknown | yes |
74 | retired | married | tertiary | no | 1,843 | no | no | cellular | 15 | sep | 251 | 2 | 184 | 3 | success | yes |
40 | entrepreneur | married | tertiary | no | 3,585 | no | no | cellular | 15 | sep | 506 | 3 | -1 | 0 | unknown | yes |
35 | blue-collar | married | secondary | no | 262 | no | no | cellular | 15 | sep | 331 | 1 | 75 | 6 | failure | yes |
88 | retired | married | secondary | no | 433 | no | no | telephone | 15 | sep | 161 | 1 | 274 | 1 | failure | no |
49 | management | married | tertiary | no | 1,093 | yes | yes | cellular | 15 | sep | 316 | 1 | 246 | 4 | success | yes |
39 | management | married | unknown | no | 76 | no | no | cellular | 15 | sep | 200 | 1 | 183 | 1 | success | yes |
63 | admin. | divorced | secondary | no | 4,680 | no | no | cellular | 15 | sep | 953 | 2 | -1 | 0 | unknown | yes |
38 | management | married | tertiary | no | 1,477 | no | no | cellular | 15 | sep | 385 | 3 | 769 | 2 | failure | yes |
43 | blue-collar | married | primary | no | 445 | yes | no | unknown | 15 | sep | 173 | 1 | -1 | 0 | unknown | no |