Age float64 0 69 | Duration(Sec) int64 0 1.39k | CC Contact Freq int64 0 11 | Days Since PC int64 0 10 | 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 2
values | Personal Loan stringclasses 2
values | Communication Type stringclasses 2
values | Last Month Contacted stringclasses 8
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 |
51 | 299 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | may | wed | nonexistent | 0 |
34 | 232 | 4 | 0 | 0 | admin. | single | university degree | no | no | no | telephone | jul | tue | nonexistent | 0 |
38 | 187 | 2 | 2 | 1 | management | married | university degree | no | yes | no | cellular | may | wed | success | 0 |
53 | 520 | 1 | 0 | 0 | admin. | married | high school | no | yes | no | telephone | may | tue | nonexistent | 0 |
40 | 18 | 1 | 0 | 0 | unemployed | divorced | university degree | no | yes | no | cellular | jul | wed | nonexistent | 0 |
39 | 145 | 8 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | aug | tue | nonexistent | 0 |
56 | 119 | 1 | 0 | 0 | retired | married | experience | unknown | yes | no | cellular | aug | thu | nonexistent | 0 |
25 | 112 | 1 | 0 | 0 | admin. | single | university degree | no | no | yes | cellular | aug | thu | nonexistent | 0 |
33 | 453 | 2 | 0 | 0 | technician | married | professional.course | no | no | no | cellular | may | mon | nonexistent | 0 |
30 | 90 | 3 | 0 | 0 | student | single | experience | no | no | no | telephone | jun | thu | nonexistent | 0 |
30 | 102 | 3 | 10 | 1 | student | single | high school | no | yes | yes | cellular | apr | mon | success | 1 |
33 | 349 | 2 | 0 | 1 | entrepreneur | married | experience | no | no | no | cellular | may | wed | failure | 0 |
44 | 112 | 1 | 0 | 0 | services | divorced | high school | no | yes | yes | telephone | jul | mon | nonexistent | 0 |
29 | 39 | 4 | 0 | 0 | admin. | married | university degree | no | no | no | telephone | jun | fri | nonexistent | 0 |
69 | 355 | 3 | 0 | 0 | retired | married | experience | no | yes | no | cellular | nov | thu | nonexistent | 0 |
42 | 48 | 9 | 0 | 0 | unknown | married | Others | no | yes | no | cellular | jul | mon | nonexistent | 0 |
51 | 514 | 1 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | may | fri | nonexistent | 0 |
52 | 1,180 | 1 | 0 | 0 | blue-collar | unknown | experience | no | no | no | cellular | may | thu | nonexistent | 1 |
31 | 129 | 6 | 0 | 0 | housemaid | married | experience | no | no | yes | cellular | aug | tue | nonexistent | 0 |
35 | 280 | 1 | 0 | 1 | services | married | high school | no | no | no | cellular | apr | fri | failure | 0 |
26 | 106 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | jul | thu | nonexistent | 0 |
68 | 418 | 2 | 0 | 0 | retired | divorced | professional.course | no | yes | no | cellular | oct | tue | nonexistent | 1 |
52 | 352 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | jun | thu | nonexistent | 0 |
56 | 156 | 1 | 0 | 0 | retired | married | university degree | no | yes | no | cellular | nov | wed | nonexistent | 0 |
34 | 62 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | aug | mon | nonexistent | 0 |
29 | 368 | 1 | 0 | 0 | admin. | single | university degree | no | yes | yes | cellular | aug | thu | nonexistent | 0 |
27 | 69 | 11 | 0 | 0 | admin. | divorced | high school | no | no | no | cellular | may | wed | nonexistent | 0 |
43 | 262 | 2 | 3 | 1 | admin. | married | university degree | no | yes | no | cellular | jun | wed | success | 1 |
31 | 129 | 1 | 0 | 0 | services | married | high school | no | yes | no | cellular | jul | thu | nonexistent | 0 |
35 | 95 | 2 | 0 | 0 | admin. | married | professional.course | no | yes | yes | telephone | may | fri | nonexistent | 0 |
40 | 205 | 1 | 0 | 0 | services | married | experience | unknown | yes | no | cellular | jul | wed | nonexistent | 0 |
30 | 114 | 1 | 0 | 0 | admin. | divorced | high school | no | yes | no | cellular | nov | wed | nonexistent | 0 |
25 | 96 | 3 | 0 | 0 | technician | single | high school | no | no | no | cellular | jul | fri | nonexistent | 0 |
59 | 194 | 1 | 0 | 0 | admin. | divorced | university degree | no | no | no | cellular | apr | wed | nonexistent | 0 |
30 | 617 | 2 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | jun | wed | nonexistent | 1 |
29 | 128 | 6 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | may | tue | nonexistent | 0 |
47 | 139 | 1 | 0 | 0 | housemaid | married | experience | unknown | no | no | cellular | jul | mon | nonexistent | 0 |
41 | 129 | 2 | 0 | 0 | housemaid | married | experience | unknown | yes | no | telephone | may | tue | nonexistent | 0 |
33 | 1,088 | 3 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | aug | fri | nonexistent | 1 |
30 | 1,109 | 11 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | aug | thu | nonexistent | 1 |
33 | 613 | 2 | 0 | 0 | technician | single | professional.course | unknown | yes | no | telephone | may | fri | nonexistent | 0 |
28 | 337 | 4 | 0 | 0 | technician | single | professional.course | no | yes | yes | telephone | may | thu | nonexistent | 0 |
27 | 655 | 1 | 0 | 0 | blue-collar | married | experience | no | no | yes | cellular | jul | thu | nonexistent | 0 |
43 | 44 | 3 | 0 | 0 | technician | married | experience | unknown | no | no | telephone | jun | fri | nonexistent | 0 |
38 | 121 | 1 | 0 | 0 | technician | single | professional.course | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
50 | 135 | 1 | 0 | 0 | management | married | high school | unknown | yes | no | telephone | jun | tue | nonexistent | 0 |
35 | 197 | 1 | 3 | 1 | self-employed | single | university degree | no | no | yes | cellular | nov | wed | success | 0 |
43 | 551 | 2 | 0 | 0 | blue-collar | single | experience | no | yes | no | telephone | may | fri | nonexistent | 0 |
54 | 220 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | jul | thu | nonexistent | 0 |
46 | 115 | 1 | 0 | 0 | services | married | professional.course | no | no | no | telephone | may | fri | nonexistent | 0 |
58 | 52 | 1 | 0 | 0 | retired | married | experience | no | no | yes | cellular | jul | tue | nonexistent | 0 |
59 | 340 | 8 | 0 | 0 | management | married | university degree | no | no | no | telephone | may | mon | nonexistent | 0 |
43 | 304 | 1 | 0 | 0 | admin. | single | high school | no | yes | no | cellular | may | thu | nonexistent | 0 |
32 | 125 | 1 | 3 | 2 | technician | single | university degree | no | no | no | cellular | jul | fri | success | 0 |
39 | 1,232 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | cellular | may | mon | nonexistent | 1 |
33 | 727 | 2 | 0 | 0 | management | married | experience | no | no | no | cellular | apr | fri | nonexistent | 0 |
48 | 122 | 3 | 0 | 0 | technician | married | professional.course | no | yes | yes | cellular | dec | mon | nonexistent | 0 |
31 | 191 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | no | cellular | may | fri | nonexistent | 0 |
51 | 207 | 1 | 0 | 0 | admin. | divorced | professional.course | no | no | yes | cellular | aug | tue | nonexistent | 0 |
23 | 435 | 1 | 0 | 0 | blue-collar | single | high school | no | no | no | cellular | jul | wed | nonexistent | 0 |
44 | 418 | 4 | 0 | 0 | technician | divorced | professional.course | unknown | yes | yes | cellular | aug | wed | nonexistent | 0 |
47 | 226 | 1 | 0 | 1 | admin. | married | university degree | unknown | no | no | cellular | apr | fri | failure | 0 |
38 | 182 | 2 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | may | mon | nonexistent | 0 |
49 | 158 | 2 | 0 | 0 | services | married | high school | no | yes | no | cellular | aug | tue | nonexistent | 0 |
42 | 304 | 1 | 0 | 0 | management | married | experience | unknown | yes | no | cellular | jul | tue | nonexistent | 0 |
28 | 554 | 2 | 0 | 0 | self-employed | single | university degree | no | no | no | cellular | may | wed | nonexistent | 0 |
42 | 320 | 3 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | may | wed | nonexistent | 0 |
44 | 111 | 1 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | aug | fri | nonexistent | 0 |
54 | 171 | 3 | 0 | 1 | management | married | high school | no | no | no | cellular | aug | wed | failure | 0 |
32 | 25 | 1 | 0 | 0 | admin. | divorced | high school | no | no | no | cellular | may | fri | nonexistent | 0 |
41 | 167 | 7 | 0 | 0 | technician | divorced | professional.course | no | no | no | cellular | aug | wed | nonexistent | 0 |
39 | 110 | 2 | 0 | 1 | blue-collar | married | experience | no | no | no | cellular | may | wed | failure | 0 |
35 | 119 | 2 | 0 | 0 | services | divorced | university degree | no | yes | no | telephone | jul | tue | nonexistent | 0 |
44 | 83 | 3 | 0 | 0 | admin. | married | high school | no | no | no | telephone | may | wed | nonexistent | 0 |
39 | 534 | 1 | 0 | 0 | blue-collar | married | experience | no | no | yes | telephone | may | fri | nonexistent | 0 |
23 | 902 | 2 | 0 | 0 | admin. | single | professional.course | no | yes | no | cellular | jul | wed | nonexistent | 1 |
36 | 594 | 2 | 0 | 0 | technician | married | professional.course | no | yes | no | telephone | may | mon | nonexistent | 0 |
47 | 67 | 2 | 0 | 0 | technician | single | university degree | no | no | yes | telephone | jun | mon | nonexistent | 0 |
23 | 169 | 1 | 0 | 0 | services | single | professional.course | unknown | no | no | telephone | jun | thu | nonexistent | 0 |
49 | 504 | 1 | 0 | 0 | blue-collar | married | experience | unknown | yes | yes | cellular | apr | thu | nonexistent | 0 |
54 | 110 | 1 | 0 | 0 | management | married | university degree | unknown | no | no | telephone | may | wed | nonexistent | 0 |
52 | 83 | 4 | 0 | 0 | self-employed | married | university degree | no | yes | no | telephone | may | fri | nonexistent | 0 |
56 | 97 | 2 | 0 | 0 | retired | married | experience | unknown | no | no | cellular | aug | thu | nonexistent | 0 |
42 | 46 | 4 | 0 | 0 | entrepreneur | married | university degree | unknown | no | no | cellular | apr | fri | nonexistent | 0 |
42 | 145 | 1 | 0 | 0 | retired | married | experience | no | no | no | telephone | may | tue | nonexistent | 0 |
60 | 627 | 2 | 6 | 1 | unemployed | married | experience | no | no | no | cellular | nov | thu | success | 1 |
33 | 172 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | may | wed | nonexistent | 0 |
27 | 451 | 1 | 0 | 0 | blue-collar | single | experience | no | no | no | cellular | jul | thu | nonexistent | 0 |
30 | 128 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | jul | fri | nonexistent | 0 |
43 | 1,389 | 7 | 0 | 0 | technician | married | high school | no | no | no | cellular | jul | wed | nonexistent | 1 |
37 | 150 | 5 | 0 | 0 | admin. | single | university degree | unknown | no | no | cellular | jul | tue | nonexistent | 0 |
33 | 331 | 1 | 0 | 0 | services | married | professional.course | no | yes | yes | cellular | aug | thu | nonexistent | 0 |
22 | 240 | 2 | 0 | 0 | admin. | married | high school | no | no | no | telephone | may | tue | nonexistent | 0 |
51 | 220 | 1 | 0 | 0 | blue-collar | divorced | Others | unknown | no | no | telephone | jun | wed | nonexistent | 0 |
64 | 89 | 1 | 0 | 1 | retired | married | Others | no | yes | yes | cellular | aug | fri | failure | 0 |
49 | 277 | 1 | 0 | 0 | blue-collar | divorced | experience | no | no | no | cellular | nov | wed | nonexistent | 0 |
27 | 141 | 1 | 0 | 0 | self-employed | married | university degree | no | yes | no | cellular | may | mon | nonexistent | 0 |
32 | 94 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | oct | fri | nonexistent | 0 |
46 | 279 | 4 | 0 | 0 | student | single | Others | no | yes | no | telephone | jul | fri | nonexistent | 0 |
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