Age float64 3 98 | Duration(Sec) int64 3 60k | CC Contact Freq int64 0 14 | Days Since PC int64 0 30 | PC Contact Freq int64 0 3 | Job stringclasses 12
values | Marital Status stringclasses 3
values | Education stringclasses 5
values | Defaulter stringclasses 3
values | Home Loan stringclasses 3
values | Personal Loan stringclasses 3
values | Communication Type stringclasses 2
values | Last Month Contacted stringclasses 9
values | Day of Week stringclasses 5
values | PC Outcome stringclasses 3
values | prediction int64 0 1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3 | 3 | 3 | 3 | 3 | admin. | married | experience | no | yes | yes | cellular | may | thu | nonexistent | 0 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | no | yes | yes | cellular | may | thu | nonexistent | 0 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | no | yes | yes | cellular | may | thu | success | 0 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | no | yes | yes | cellular | may | thu | success | 0 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | no | yes | yes | cellular | may | thu | success | 0 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | yes | yes | yes | cellular | may | thu | success | 0 |
23 | 122 | 1 | 0 | 0 | management | divorced | Others | unknown | unknown | unknown | telephone | oct | wed | nonexistent | 0 |
23 | 122 | 1 | 0 | 0 | management | divorced | Others | unknown | unknown | unknown | telephone | oct | wed | success | 0 |
23 | 1,221 | 1 | 0 | 0 | management | divorced | Others | unknown | unknown | unknown | telephone | oct | wed | success | 1 |
3 | 3 | 3 | 3 | 3 | admin. | married | experience | yes | yes | yes | cellular | may | thu | success | 0 |
41 | 608 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | yes | cellular | apr | tue | nonexistent | 0 |
41 | 768 | 4 | 0 | 0 | technician | married | professional.course | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
54 | 129 | 4 | 0 | 0 | admin. | divorced | high school | no | no | yes | cellular | jul | tue | nonexistent | 0 |
50 | 162 | 3 | 0 | 0 | services | single | high school | no | no | no | telephone | jun | mon | nonexistent | 0 |
48 | 835 | 1 | 0 | 0 | services | married | high school | no | yes | no | cellular | nov | tue | nonexistent | 0 |
44 | 278 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | may | wed | nonexistent | 0 |
32 | 235 | 3 | 0 | 0 | self-employed | divorced | professional.course | unknown | yes | no | telephone | jun | wed | nonexistent | 0 |
44 | 215 | 1 | 0 | 0 | management | single | university degree | unknown | no | no | telephone | jun | fri | nonexistent | 0 |
31 | 233 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | yes | telephone | may | fri | nonexistent | 0 |
56 | 114 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | jun | wed | nonexistent | 0 |
46 | 98 | 2 | 0 | 1 | blue-collar | married | experience | no | yes | no | cellular | may | mon | failure | 0 |
55 | 249 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | may | wed | nonexistent | 0 |
40 | 635 | 3 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | jul | tue | nonexistent | 0 |
42 | 218 | 3 | 0 | 0 | admin. | single | university degree | unknown | yes | no | cellular | jul | fri | nonexistent | 0 |
42 | 86 | 1 | 0 | 1 | admin. | single | high school | no | yes | no | cellular | nov | mon | failure | 0 |
61 | 195 | 1 | 7 | 1 | management | married | university degree | no | yes | no | cellular | nov | tue | success | 0 |
39 | 92 | 1 | 0 | 0 | admin. | single | high school | no | no | yes | cellular | aug | thu | nonexistent | 0 |
40 | 37 | 2 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | jun | fri | nonexistent | 0 |
37 | 13 | 5 | 0 | 0 | management | married | university degree | no | yes | no | cellular | apr | mon | nonexistent | 0 |
30 | 246 | 1 | 0 | 0 | admin. | single | university degree | no | no | no | telephone | may | tue | nonexistent | 0 |
26 | 852 | 2 | 0 | 0 | student | single | high school | no | no | no | telephone | may | wed | nonexistent | 0 |
32 | 73 | 1 | 0 | 0 | housemaid | married | university degree | no | yes | yes | cellular | aug | wed | nonexistent | 0 |
54 | 238 | 1 | 0 | 0 | admin. | married | experience | no | no | no | cellular | nov | mon | nonexistent | 0 |
28 | 216 | 1 | 0 | 1 | unemployed | married | high school | unknown | no | no | cellular | may | tue | failure | 0 |
27 | 264 | 1 | 0 | 0 | blue-collar | married | high school | no | yes | no | cellular | jun | fri | nonexistent | 0 |
38 | 192 | 2 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | nov | tue | nonexistent | 0 |
34 | 270 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | wed | nonexistent | 0 |
32 | 123 | 1 | 0 | 1 | technician | married | university degree | no | yes | no | cellular | jun | wed | failure | 0 |
37 | 140 | 1 | 0 | 0 | management | married | university degree | no | no | no | cellular | nov | wed | nonexistent | 0 |
46 | 304 | 3 | 0 | 0 | blue-collar | single | experience | unknown | yes | no | cellular | may | thu | nonexistent | 0 |
34 | 1,622 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | may | mon | nonexistent | 1 |
46 | 39 | 1 | 0 | 1 | admin. | married | high school | no | yes | no | cellular | may | fri | failure | 0 |
47 | 551 | 1 | 0 | 0 | services | married | high school | unknown | yes | no | telephone | jun | wed | nonexistent | 0 |
26 | 93 | 3 | 0 | 0 | student | single | high school | no | no | no | cellular | may | thu | nonexistent | 0 |
34 | 218 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | yes | cellular | jul | mon | nonexistent | 0 |
26 | 264 | 2 | 0 | 0 | technician | married | Others | no | no | no | cellular | may | fri | nonexistent | 0 |
30 | 108 | 1 | 0 | 0 | technician | married | high school | no | yes | no | cellular | aug | tue | nonexistent | 0 |
53 | 124 | 2 | 0 | 0 | retired | married | professional.course | no | no | no | cellular | jul | fri | nonexistent | 0 |
36 | 254 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | nov | fri | nonexistent | 0 |
44 | 10 | 5 | 0 | 0 | services | married | high school | no | yes | no | cellular | may | tue | nonexistent | 0 |
52 | 85 | 2 | 0 | 0 | blue-collar | married | professional.course | unknown | yes | no | cellular | nov | wed | nonexistent | 0 |
43 | 226 | 2 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | may | fri | nonexistent | 0 |
30 | 338 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | jun | tue | nonexistent | 0 |
30 | 359 | 2 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | may | tue | nonexistent | 0 |
36 | 147 | 5 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | mon | nonexistent | 0 |
51 | 50 | 3 | 0 | 0 | technician | divorced | professional.course | no | no | yes | cellular | aug | fri | nonexistent | 0 |
39 | 378 | 3 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | may | mon | nonexistent | 0 |
31 | 290 | 9 | 0 | 0 | technician | single | university degree | no | yes | no | cellular | aug | tue | nonexistent | 0 |
43 | 98 | 3 | 0 | 0 | technician | single | professional.course | no | no | no | telephone | may | fri | nonexistent | 0 |
37 | 281 | 1 | 5 | 1 | blue-collar | married | experience | no | yes | no | cellular | apr | wed | success | 1 |
40 | 228 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jul | thu | nonexistent | 0 |
34 | 142 | 2 | 0 | 0 | technician | married | professional.course | no | yes | no | telephone | jun | mon | nonexistent | 0 |
44 | 61 | 3 | 0 | 0 | admin. | single | high school | no | no | no | telephone | jun | wed | nonexistent | 0 |
31 | 173 | 1 | 0 | 0 | services | single | high school | no | yes | no | cellular | nov | thu | nonexistent | 0 |
36 | 385 | 3 | 0 | 0 | admin. | single | high school | no | no | no | cellular | jul | tue | nonexistent | 0 |
48 | 113 | 2 | 0 | 0 | technician | married | professional.course | unknown | no | no | cellular | jul | tue | nonexistent | 0 |
35 | 44 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jun | fri | nonexistent | 0 |
35 | 165 | 1 | 0 | 0 | admin. | married | university degree | no | yes | yes | cellular | may | thu | nonexistent | 0 |
40 | 153 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | may | mon | nonexistent | 0 |
31 | 199 | 6 | 0 | 0 | technician | single | professional.course | no | yes | no | cellular | apr | mon | nonexistent | 0 |
30 | 558 | 13 | 0 | 0 | blue-collar | married | university degree | no | no | no | telephone | may | thu | nonexistent | 0 |
55 | 95 | 4 | 0 | 0 | management | married | experience | no | no | no | cellular | may | fri | nonexistent | 0 |
43 | 73 | 3 | 0 | 0 | admin. | divorced | experience | no | no | no | telephone | may | mon | nonexistent | 0 |
48 | 111 | 2 | 0 | 1 | services | divorced | high school | no | yes | yes | cellular | apr | mon | failure | 0 |
32 | 134 | 1 | 0 | 1 | technician | married | professional.course | no | yes | yes | cellular | may | fri | failure | 0 |
36 | 530 | 1 | 0 | 0 | admin. | single | university degree | unknown | yes | no | cellular | may | wed | nonexistent | 0 |
30 | 662 | 2 | 0 | 0 | blue-collar | single | experience | no | yes | no | telephone | jun | mon | nonexistent | 0 |
28 | 1,060 | 5 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | jun | wed | nonexistent | 1 |
59 | 370 | 2 | 0 | 0 | retired | married | high school | no | yes | no | cellular | aug | mon | nonexistent | 0 |
46 | 279 | 4 | 0 | 0 | student | single | Others | no | yes | no | telephone | jul | fri | nonexistent | 0 |
44 | 805 | 3 | 0 | 0 | services | divorced | experience | no | no | no | cellular | jul | tue | nonexistent | 0 |
36 | 125 | 2 | 0 | 1 | admin. | single | experience | no | yes | no | telephone | may | wed | failure | 0 |
47 | 434 | 1 | 0 | 0 | entrepreneur | married | Others | unknown | no | no | telephone | may | tue | nonexistent | 0 |
38 | 135 | 7 | 0 | 0 | technician | single | university degree | no | no | no | cellular | aug | mon | nonexistent | 0 |
31 | 112 | 1 | 0 | 0 | admin. | married | experience | no | no | no | telephone | may | thu | nonexistent | 0 |
30 | 215 | 10 | 0 | 0 | unemployed | married | experience | unknown | no | no | telephone | jun | tue | nonexistent | 0 |
37 | 7 | 12 | 0 | 0 | admin. | divorced | high school | no | yes | no | telephone | jun | fri | nonexistent | 0 |
35 | 71 | 4 | 0 | 0 | student | single | high school | no | no | no | telephone | jun | wed | nonexistent | 0 |
35 | 494 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | fri | nonexistent | 0 |
31 | 1,030 | 3 | 0 | 0 | services | married | experience | no | yes | no | cellular | apr | mon | nonexistent | 1 |
57 | 604 | 1 | 0 | 0 | admin. | divorced | Others | unknown | no | no | telephone | jun | tue | nonexistent | 0 |
54 | 198 | 3 | 0 | 0 | technician | married | experience | no | no | no | cellular | nov | wed | nonexistent | 0 |
25 | 5 | 1 | 0 | 0 | admin. | single | university degree | no | no | yes | telephone | nov | tue | nonexistent | 0 |
24 | 207 | 10 | 0 | 0 | technician | single | experience | no | no | no | telephone | jul | thu | nonexistent | 0 |
32 | 183 | 1 | 0 | 0 | technician | married | professional.course | no | no | yes | cellular | jul | wed | nonexistent | 0 |
26 | 536 | 2 | 0 | 0 | services | single | Others | no | yes | no | telephone | may | fri | nonexistent | 0 |
53 | 339 | 10 | 0 | 0 | unemployed | married | experience | unknown | yes | no | telephone | may | wed | nonexistent | 0 |
34 | 94 | 7 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | jun | fri | nonexistent | 0 |
51 | 486 | 1 | 0 | 0 | admin. | married | university degree | no | no | yes | cellular | jul | fri | nonexistent | 0 |
35 | 145 | 1 | 0 | 0 | retired | single | experience | unknown | yes | yes | telephone | may | mon | nonexistent | 0 |
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