Age float64 3 84 | Duration(Sec) int64 3 1.55k | CC Contact Freq int64 1 24 | Days Since PC int64 0 12 | PC Contact Freq int64 0 3 | Job stringclasses 12
values | Marital Status stringclasses 4
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 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 |
42 | 1,002 | 5 | 0 | 0 | self-employed | married | university degree | no | yes | no | telephone | may | mon | nonexistent | 0 |
32 | 310 | 1 | 0 | 0 | unemployed | single | professional.course | no | yes | yes | cellular | jun | wed | nonexistent | 0 |
44 | 227 | 2 | 0 | 0 | services | married | experience | unknown | yes | no | cellular | aug | tue | nonexistent | 0 |
60 | 503 | 2 | 5 | 2 | housemaid | married | experience | no | yes | no | cellular | jul | thu | success | 1 |
34 | 38 | 2 | 0 | 0 | entrepreneur | single | experience | no | yes | no | cellular | jul | tue | nonexistent | 0 |
26 | 153 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | jul | wed | nonexistent | 0 |
51 | 92 | 1 | 0 | 0 | services | married | high school | no | yes | no | telephone | may | wed | nonexistent | 0 |
46 | 234 | 3 | 0 | 0 | management | married | university degree | no | yes | no | telephone | jun | thu | nonexistent | 0 |
59 | 767 | 5 | 0 | 0 | retired | married | university degree | unknown | no | no | cellular | jul | wed | nonexistent | 0 |
29 | 1,042 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | apr | thu | nonexistent | 1 |
44 | 787 | 1 | 0 | 0 | blue-collar | married | experience | unknown | no | no | cellular | aug | tue | nonexistent | 0 |
32 | 1,224 | 8 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | may | tue | nonexistent | 0 |
32 | 100 | 1 | 0 | 0 | technician | single | university degree | no | yes | no | cellular | jul | thu | nonexistent | 0 |
41 | 911 | 2 | 0 | 0 | self-employed | divorced | professional.course | no | no | no | cellular | jul | fri | nonexistent | 0 |
51 | 79 | 6 | 0 | 0 | management | married | experience | no | yes | yes | cellular | jul | thu | nonexistent | 0 |
34 | 416 | 1 | 0 | 0 | management | married | university degree | no | yes | no | cellular | apr | fri | nonexistent | 0 |
34 | 101 | 2 | 0 | 0 | services | divorced | high school | no | no | yes | cellular | jul | tue | nonexistent | 0 |
53 | 21 | 18 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | telephone | jun | fri | nonexistent | 0 |
54 | 398 | 5 | 0 | 0 | management | married | experience | no | yes | no | telephone | may | fri | nonexistent | 0 |
32 | 55 | 2 | 0 | 0 | admin. | single | university degree | no | unknown | unknown | cellular | jul | mon | nonexistent | 0 |
39 | 145 | 1 | 0 | 0 | blue-collar | married | professional.course | no | yes | no | cellular | may | wed | nonexistent | 0 |
31 | 433 | 2 | 0 | 0 | admin. | single | high school | no | no | no | cellular | may | thu | nonexistent | 0 |
48 | 135 | 1 | 0 | 0 | management | married | high school | unknown | no | no | cellular | aug | tue | nonexistent | 0 |
31 | 144 | 9 | 0 | 0 | unemployed | single | experience | no | yes | no | telephone | nov | fri | nonexistent | 0 |
44 | 210 | 2 | 0 | 0 | entrepreneur | single | university degree | no | yes | no | cellular | may | fri | nonexistent | 0 |
34 | 560 | 1 | 0 | 0 | technician | single | university degree | no | yes | no | cellular | jul | thu | nonexistent | 0 |
31 | 230 | 3 | 0 | 0 | housemaid | married | university degree | no | no | yes | telephone | jun | tue | nonexistent | 0 |
40 | 189 | 7 | 0 | 0 | services | single | high school | unknown | no | no | telephone | may | wed | nonexistent | 0 |
56 | 130 | 3 | 0 | 0 | retired | married | experience | no | no | no | cellular | nov | tue | nonexistent | 0 |
34 | 118 | 1 | 0 | 0 | admin. | divorced | university degree | no | yes | no | cellular | may | tue | nonexistent | 0 |
29 | 198 | 1 | 0 | 0 | blue-collar | single | Others | no | no | no | telephone | may | tue | nonexistent | 0 |
30 | 173 | 2 | 6 | 2 | technician | unknown | university degree | no | no | no | cellular | mar | mon | success | 1 |
32 | 1,531 | 1 | 0 | 0 | technician | single | high school | no | yes | no | cellular | may | tue | nonexistent | 1 |
35 | 213 | 4 | 0 | 0 | technician | single | professional.course | no | yes | no | cellular | may | mon | nonexistent | 0 |
45 | 19 | 3 | 0 | 0 | blue-collar | married | experience | unknown | yes | yes | telephone | jun | fri | nonexistent | 0 |
32 | 853 | 2 | 0 | 0 | student | single | high school | no | yes | no | cellular | jul | thu | nonexistent | 1 |
33 | 98 | 2 | 0 | 0 | admin. | married | high school | no | no | no | cellular | jul | fri | nonexistent | 0 |
46 | 258 | 1 | 0 | 0 | housemaid | married | high school | no | yes | no | cellular | aug | fri | nonexistent | 0 |
33 | 26 | 1 | 0 | 0 | admin. | married | experience | no | yes | yes | telephone | may | wed | nonexistent | 0 |
47 | 417 | 5 | 0 | 0 | technician | divorced | high school | no | no | yes | cellular | jul | thu | nonexistent | 0 |
52 | 83 | 1 | 0 | 0 | services | divorced | high school | no | yes | no | telephone | jun | thu | nonexistent | 0 |
43 | 153 | 1 | 0 | 0 | admin. | married | high school | unknown | yes | no | cellular | jun | mon | nonexistent | 0 |
33 | 178 | 8 | 0 | 1 | admin. | married | professional.course | no | no | yes | cellular | may | thu | failure | 0 |
40 | 143 | 3 | 0 | 1 | unemployed | married | experience | no | no | no | cellular | jun | mon | failure | 0 |
37 | 114 | 4 | 0 | 2 | admin. | single | high school | no | yes | yes | cellular | jul | thu | failure | 0 |
29 | 126 | 1 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | jul | wed | nonexistent | 0 |
33 | 401 | 1 | 0 | 0 | technician | single | professional.course | no | unknown | unknown | cellular | nov | wed | nonexistent | 0 |
39 | 51 | 2 | 0 | 0 | admin. | single | high school | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
27 | 160 | 3 | 0 | 0 | blue-collar | single | experience | unknown | yes | no | telephone | jul | thu | nonexistent | 0 |
43 | 104 | 1 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | apr | thu | nonexistent | 0 |
38 | 95 | 3 | 0 | 0 | self-employed | divorced | experience | no | yes | no | telephone | may | tue | nonexistent | 0 |
50 | 67 | 1 | 0 | 1 | blue-collar | married | experience | no | no | no | cellular | may | fri | failure | 0 |
48 | 12 | 24 | 0 | 0 | blue-collar | married | professional.course | no | yes | yes | telephone | jun | fri | nonexistent | 0 |
40 | 1,550 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | apr | mon | nonexistent | 1 |
56 | 104 | 2 | 0 | 0 | retired | married | university degree | no | yes | yes | cellular | mar | mon | nonexistent | 0 |
40 | 127 | 3 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | jul | mon | nonexistent | 0 |
37 | 296 | 3 | 0 | 0 | housemaid | single | university degree | no | no | no | cellular | oct | tue | nonexistent | 0 |
48 | 149 | 2 | 0 | 0 | admin. | married | university degree | unknown | no | no | telephone | may | wed | nonexistent | 0 |
43 | 210 | 1 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | aug | mon | nonexistent | 0 |
56 | 73 | 1 | 0 | 0 | technician | married | professional.course | no | no | yes | telephone | may | fri | nonexistent | 0 |
48 | 67 | 1 | 0 | 0 | admin. | married | Others | unknown | no | no | cellular | nov | tue | nonexistent | 0 |
29 | 23 | 2 | 0 | 1 | admin. | single | high school | no | yes | no | cellular | nov | thu | failure | 0 |
34 | 94 | 3 | 0 | 0 | technician | married | university degree | no | yes | no | cellular | aug | fri | nonexistent | 0 |
36 | 150 | 1 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | may | tue | nonexistent | 0 |
61 | 147 | 1 | 0 | 0 | retired | married | university degree | no | no | no | telephone | sep | mon | nonexistent | 0 |
45 | 980 | 2 | 0 | 0 | admin. | divorced | high school | no | yes | no | cellular | nov | fri | nonexistent | 1 |
43 | 585 | 3 | 0 | 0 | unemployed | married | high school | no | yes | no | telephone | may | wed | nonexistent | 0 |
44 | 112 | 1 | 0 | 0 | technician | divorced | professional.course | no | no | no | telephone | jun | thu | nonexistent | 0 |
49 | 667 | 3 | 0 | 0 | blue-collar | married | experience | unknown | no | yes | telephone | may | wed | nonexistent | 0 |
36 | 238 | 3 | 0 | 0 | admin. | married | university degree | no | yes | yes | telephone | may | thu | nonexistent | 0 |
27 | 77 | 2 | 0 | 0 | management | single | university degree | no | yes | no | cellular | may | mon | nonexistent | 0 |
29 | 122 | 3 | 0 | 0 | admin. | single | university degree | no | no | no | telephone | may | tue | nonexistent | 0 |
34 | 231 | 3 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | apr | mon | nonexistent | 0 |
55 | 86 | 7 | 0 | 0 | entrepreneur | divorced | university degree | no | yes | yes | telephone | may | mon | nonexistent | 0 |
56 | 57 | 2 | 0 | 0 | admin. | divorced | Others | no | no | no | telephone | jun | thu | nonexistent | 0 |
31 | 466 | 1 | 0 | 0 | management | single | university degree | no | yes | no | cellular | nov | tue | nonexistent | 0 |
58 | 107 | 4 | 0 | 0 | entrepreneur | married | university degree | unknown | no | no | telephone | may | fri | nonexistent | 0 |
36 | 260 | 1 | 0 | 0 | blue-collar | single | high school | no | yes | yes | telephone | may | mon | nonexistent | 0 |
51 | 204 | 2 | 0 | 0 | unemployed | married | high school | unknown | yes | no | telephone | jun | wed | nonexistent | 0 |
49 | 49 | 3 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | may | wed | nonexistent | 0 |
40 | 141 | 1 | 0 | 0 | self-employed | married | university degree | no | yes | no | cellular | aug | thu | nonexistent | 0 |
56 | 235 | 1 | 0 | 0 | retired | married | high school | no | unknown | unknown | cellular | aug | tue | nonexistent | 0 |
41 | 706 | 9 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | jul | fri | nonexistent | 0 |
32 | 206 | 1 | 0 | 1 | admin. | single | university degree | no | yes | no | cellular | jul | tue | failure | 0 |
42 | 431 | 1 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | thu | nonexistent | 0 |
37 | 180 | 2 | 0 | 1 | blue-collar | married | experience | no | no | no | cellular | apr | wed | failure | 0 |
29 | 321 | 2 | 0 | 0 | admin. | divorced | experience | no | yes | no | cellular | apr | fri | nonexistent | 0 |
49 | 381 | 2 | 0 | 0 | admin. | divorced | high school | no | no | no | cellular | apr | wed | nonexistent | 0 |
43 | 163 | 1 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | nov | fri | nonexistent | 0 |
59 | 160 | 3 | 0 | 0 | self-employed | married | experience | no | yes | no | cellular | aug | wed | nonexistent | 0 |
32 | 240 | 1 | 0 | 0 | housemaid | married | experience | no | yes | no | cellular | may | fri | nonexistent | 0 |
26 | 11 | 8 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | may | fri | nonexistent | 0 |
50 | 64 | 1 | 0 | 0 | admin. | divorced | high school | unknown | no | no | cellular | aug | wed | nonexistent | 0 |
50 | 193 | 2 | 0 | 0 | blue-collar | married | experience | unknown | unknown | unknown | telephone | may | fri | nonexistent | 0 |
55 | 120 | 1 | 0 | 0 | retired | married | professional.course | no | yes | yes | cellular | nov | mon | nonexistent | 0 |
34 | 327 | 1 | 0 | 0 | entrepreneur | married | professional.course | no | no | no | cellular | aug | wed | nonexistent | 0 |
57 | 158 | 3 | 0 | 0 | admin. | single | experience | no | yes | no | cellular | jul | wed | nonexistent | 0 |
51 | 241 | 3 | 0 | 0 | blue-collar | married | professional.course | no | yes | no | cellular | dec | wed | nonexistent | 0 |
57 | 564 | 2 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | jul | mon | nonexistent | 0 |
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