Age
float64 0
600
| Duration(Sec)
int64 0
3.9k
| CC Contact Freq
int64 0
1k
| Days Since PC
int64 0
30
| PC Contact Freq
int64 0
20
| Job
stringclasses 12
values | Marital Status
stringclasses 3
values | Education
stringclasses 6
values | Defaulter
stringclasses 3
values | Home Loan
stringclasses 3
values | Personal Loan
stringclasses 3
values | Communication Type
stringclasses 2
values | Last Month Contacted
stringclasses 10
values | Day of Week
stringclasses 5
values | PC Outcome
stringclasses 3
values | prediction
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3 | 3 | 3 | 3 | 3 | admin. | married | experience | yes | yes | yes | cellular | may | thu | success | 0 |
44 | 222 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | yes | cellular | aug | tue | nonexistent | 0 |
51 | 89 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | apr | wed | nonexistent | 0 |
28 | 589 | 3 | 0 | 1 | admin. | married | university degree | no | yes | yes | cellular | sep | mon | failure | 1 |
40 | 314 | 2 | 0 | 0 | admin. | married | high school | no | no | no | telephone | jun | thu | nonexistent | 0 |
35 | 283 | 16 | 0 | 0 | admin. | single | high school | no | yes | yes | cellular | jul | thu | nonexistent | 0 |
52 | 130 | 5 | 0 | 0 | technician | married | professional.course | no | no | no | cellular | jun | mon | nonexistent | 0 |
35 | 135 | 2 | 0 | 0 | self-employed | married | experience | no | yes | yes | telephone | may | fri | nonexistent | 0 |
48 | 400 | 1 | 0 | 1 | technician | divorced | high school | no | yes | no | cellular | apr | thu | failure | 0 |
35 | 280 | 3 | 0 | 0 | admin. | married | university degree | no | yes | yes | telephone | may | mon | nonexistent | 0 |
29 | 260 | 3 | 0 | 0 | blue-collar | single | experience | no | no | no | cellular | aug | fri | nonexistent | 0 |
35 | 67 | 1 | 0 | 0 | admin. | married | university degree | no | yes | yes | telephone | may | mon | nonexistent | 0 |
34 | 511 | 3 | 0 | 0 | technician | married | professional.course | no | no | no | cellular | jul | wed | nonexistent | 0 |
54 | 94 | 3 | 0 | 1 | technician | married | high school | no | yes | no | cellular | apr | mon | failure | 0 |
30 | 252 | 2 | 0 | 0 | services | single | high school | no | yes | no | cellular | jul | fri | nonexistent | 0 |
58 | 70 | 5 | 0 | 0 | management | married | experience | no | yes | no | cellular | nov | wed | nonexistent | 0 |
29 | 117 | 2 | 0 | 0 | management | married | experience | no | yes | no | cellular | nov | wed | nonexistent | 0 |
39 | 252 | 5 | 0 | 0 | admin. | married | high school | unknown | yes | no | telephone | jun | mon | nonexistent | 0 |
35 | 126 | 4 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jun | tue | nonexistent | 0 |
53 | 80 | 1 | 0 | 0 | services | married | high school | unknown | yes | no | telephone | may | wed | nonexistent | 0 |
33 | 629 | 2 | 0 | 0 | admin. | married | high school | no | no | no | telephone | may | wed | nonexistent | 0 |
27 | 84 | 3 | 0 | 0 | self-employed | single | university degree | no | no | no | telephone | oct | fri | nonexistent | 0 |
32 | 467 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | telephone | may | fri | nonexistent | 0 |
40 | 114 | 4 | 0 | 0 | admin. | divorced | university degree | no | no | no | cellular | jul | mon | nonexistent | 0 |
38 | 76 | 4 | 0 | 0 | student | single | Others | unknown | yes | yes | cellular | jul | mon | nonexistent | 0 |
59 | 88 | 4 | 0 | 0 | retired | married | Others | no | no | yes | telephone | jun | mon | nonexistent | 0 |
52 | 162 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jun | mon | nonexistent | 0 |
45 | 188 | 5 | 0 | 0 | housemaid | married | experience | no | no | no | cellular | aug | wed | nonexistent | 0 |
42 | 14 | 11 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | aug | mon | nonexistent | 0 |
30 | 68 | 2 | 0 | 0 | admin. | single | high school | no | no | yes | cellular | jul | tue | nonexistent | 0 |
26 | 77 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | jul | tue | nonexistent | 0 |
29 | 15 | 9 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | aug | thu | nonexistent | 0 |
60 | 398 | 4 | 0 | 0 | retired | divorced | high school | unknown | yes | no | telephone | may | wed | nonexistent | 0 |
31 | 19 | 6 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | apr | mon | nonexistent | 0 |
33 | 143 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | apr | mon | nonexistent | 0 |
32 | 374 | 2 | 0 | 0 | self-employed | married | experience | no | yes | no | cellular | may | thu | nonexistent | 0 |
50 | 93 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | aug | wed | nonexistent | 0 |
44 | 208 | 1 | 0 | 0 | unemployed | divorced | experience | no | no | no | cellular | may | mon | nonexistent | 0 |
46 | 82 | 3 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | aug | thu | nonexistent | 0 |
37 | 208 | 1 | 0 | 1 | admin. | married | university degree | no | no | no | cellular | may | wed | failure | 0 |
27 | 433 | 1 | 0 | 0 | services | single | high school | no | yes | no | telephone | jul | fri | nonexistent | 0 |
52 | 434 | 2 | 0 | 0 | admin. | married | university degree | no | no | yes | cellular | may | mon | nonexistent | 0 |
34 | 401 | 1 | 0 | 0 | technician | divorced | professional.course | no | yes | no | cellular | jul | wed | nonexistent | 0 |
45 | 80 | 2 | 0 | 0 | technician | single | university degree | no | no | no | cellular | nov | fri | nonexistent | 0 |
55 | 303 | 2 | 0 | 0 | unemployed | married | university degree | no | yes | no | cellular | nov | thu | nonexistent | 0 |
44 | 284 | 4 | 0 | 0 | management | married | experience | no | yes | no | cellular | aug | tue | nonexistent | 0 |
28 | 371 | 2 | 0 | 0 | management | married | university degree | no | no | no | telephone | may | tue | nonexistent | 0 |
49 | 204 | 1 | 0 | 0 | admin. | married | experience | no | yes | no | cellular | nov | tue | nonexistent | 0 |
48 | 619 | 1 | 0 | 0 | entrepreneur | married | university degree | no | no | no | cellular | apr | thu | nonexistent | 0 |
40 | 259 | 12 | 0 | 0 | entrepreneur | married | high school | no | no | no | telephone | jul | tue | nonexistent | 0 |
58 | 422 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | yes | telephone | may | fri | nonexistent | 0 |
28 | 217 | 1 | 0 | 1 | self-employed | single | university degree | no | yes | yes | cellular | mar | wed | failure | 0 |
43 | 101 | 3 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | jul | tue | nonexistent | 0 |
37 | 301 | 2 | 0 | 0 | blue-collar | divorced | experience | unknown | yes | yes | telephone | may | fri | nonexistent | 0 |
74 | 232 | 3 | 0 | 0 | retired | married | university degree | no | yes | yes | cellular | aug | wed | nonexistent | 0 |
35 | 203 | 1 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | apr | fri | nonexistent | 0 |
33 | 129 | 1 | 0 | 0 | technician | married | high school | no | yes | no | cellular | aug | wed | nonexistent | 0 |
31 | 364 | 2 | 0 | 0 | self-employed | single | high school | no | no | no | cellular | jul | tue | nonexistent | 0 |
32 | 583 | 1 | 5 | 1 | blue-collar | married | experience | no | no | no | cellular | apr | thu | success | 1 |
45 | 223 | 1 | 0 | 1 | blue-collar | single | experience | no | no | no | cellular | may | wed | failure | 0 |
54 | 289 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | telephone | sep | mon | nonexistent | 0 |
45 | 565 | 1 | 0 | 0 | admin. | single | professional.course | no | yes | no | telephone | may | wed | nonexistent | 0 |
37 | 313 | 1 | 0 | 0 | admin. | married | high school | unknown | yes | no | telephone | may | mon | nonexistent | 0 |
38 | 337 | 2 | 0 | 0 | technician | single | Others | no | no | no | cellular | jul | fri | nonexistent | 0 |
26 | 442 | 12 | 0 | 0 | services | married | high school | no | yes | no | cellular | jul | fri | nonexistent | 0 |
62 | 317 | 1 | 9 | 2 | retired | married | experience | no | no | no | cellular | aug | mon | failure | 0 |
44 | 15 | 12 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | aug | wed | nonexistent | 0 |
39 | 418 | 1 | 0 | 0 | blue-collar | married | experience | unknown | no | yes | cellular | nov | wed | nonexistent | 0 |
43 | 743 | 1 | 0 | 0 | self-employed | married | high school | unknown | no | no | cellular | apr | wed | nonexistent | 0 |
51 | 1,178 | 2 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
44 | 242 | 3 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | may | fri | nonexistent | 0 |
63 | 510 | 2 | 0 | 1 | technician | married | Others | no | yes | no | cellular | dec | mon | failure | 1 |
38 | 174 | 1 | 0 | 0 | blue-collar | single | experience | no | yes | no | telephone | may | tue | nonexistent | 0 |
41 | 89 | 2 | 0 | 0 | entrepreneur | married | experience | no | yes | no | telephone | jul | fri | nonexistent | 0 |
31 | 90 | 2 | 0 | 0 | admin. | single | university degree | no | yes | yes | telephone | nov | thu | nonexistent | 0 |
42 | 126 | 2 | 0 | 0 | management | married | university degree | unknown | yes | no | cellular | nov | wed | nonexistent | 0 |
53 | 126 | 1 | 0 | 0 | unemployed | married | university degree | no | unknown | unknown | cellular | nov | mon | nonexistent | 0 |
25 | 236 | 4 | 0 | 0 | blue-collar | single | experience | unknown | yes | no | telephone | jul | wed | nonexistent | 0 |
37 | 312 | 5 | 0 | 0 | services | married | high school | unknown | yes | no | telephone | may | wed | nonexistent | 0 |
30 | 253 | 1 | 0 | 0 | technician | married | professional.course | no | yes | no | telephone | may | fri | nonexistent | 0 |
29 | 245 | 1 | 0 | 0 | technician | single | professional.course | no | yes | no | cellular | may | mon | nonexistent | 0 |
49 | 1,980 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | may | fri | nonexistent | 1 |
35 | 98 | 1 | 0 | 0 | unemployed | single | university degree | no | yes | yes | cellular | nov | tue | nonexistent | 0 |
41 | 146 | 5 | 0 | 0 | services | single | experience | no | no | no | cellular | nov | thu | nonexistent | 0 |
25 | 598 | 5 | 0 | 0 | services | single | Others | no | yes | no | cellular | jul | tue | nonexistent | 0 |
50 | 169 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | telephone | may | tue | nonexistent | 0 |
30 | 63 | 3 | 0 | 0 | technician | single | university degree | unknown | yes | no | cellular | may | thu | nonexistent | 0 |
40 | 514 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | apr | fri | nonexistent | 0 |
49 | 592 | 1 | 0 | 0 | management | single | experience | unknown | yes | no | cellular | jul | wed | nonexistent | 0 |
31 | 779 | 2 | 0 | 0 | admin. | married | experience | no | yes | no | cellular | jul | tue | nonexistent | 0 |
54 | 352 | 3 | 0 | 1 | blue-collar | married | experience | no | unknown | unknown | cellular | may | mon | failure | 0 |
37 | 85 | 1 | 0 | 0 | entrepreneur | married | experience | no | no | no | telephone | may | mon | nonexistent | 0 |
42 | 1,677 | 1 | 0 | 0 | management | married | university degree | no | no | no | telephone | may | tue | nonexistent | 1 |
56 | 340 | 1 | 0 | 0 | blue-collar | married | professional.course | no | unknown | unknown | telephone | may | fri | nonexistent | 0 |
25 | 197 | 1 | 0 | 0 | services | single | experience | no | yes | no | cellular | jul | wed | nonexistent | 0 |
38 | 605 | 1 | 0 | 0 | admin. | married | high school | no | no | no | telephone | jun | thu | nonexistent | 0 |
44 | 312 | 3 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | nov | wed | nonexistent | 0 |
41 | 653 | 2 | 0 | 0 | unknown | married | Others | no | yes | yes | cellular | aug | mon | nonexistent | 0 |
44 | 64 | 1 | 0 | 0 | admin. | married | high school | no | yes | yes | cellular | aug | mon | nonexistent | 0 |
32 | 103 | 2 | 0 | 0 | entrepreneur | divorced | high school | no | yes | no | cellular | may | thu | nonexistent | 0 |
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