Age float64 3 71 | Duration(Sec) int64 3 1.35k | CC Contact Freq int64 1 28 | Days Since PC int64 0 12 | 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 10
values | Day of Week stringclasses 5
values | PC Outcome stringclasses 3
values | prediction int64 0 1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 | 235 | 2 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | aug | mon | nonexistent | 0 |
34 | 85 | 2 | 0 | 0 | technician | married | university degree | no | no | no | cellular | jul | thu | nonexistent | 0 |
51 | 110 | 3 | 0 | 0 | retired | married | university degree | unknown | no | no | cellular | jul | thu | nonexistent | 0 |
33 | 123 | 2 | 0 | 0 | technician | married | professional.course | no | no | no | telephone | may | wed | nonexistent | 0 |
37 | 58 | 1 | 0 | 0 | management | single | university degree | no | yes | no | cellular | may | tue | nonexistent | 0 |
43 | 173 | 1 | 0 | 0 | housemaid | single | experience | no | no | no | cellular | nov | tue | nonexistent | 0 |
49 | 96 | 1 | 0 | 0 | management | married | university degree | no | no | no | cellular | nov | mon | nonexistent | 0 |
31 | 239 | 3 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | aug | mon | nonexistent | 0 |
31 | 98 | 2 | 0 | 0 | admin. | single | university degree | no | yes | no | cellular | apr | mon | nonexistent | 0 |
32 | 210 | 2 | 0 | 0 | blue-collar | married | experience | unknown | no | no | telephone | may | tue | nonexistent | 0 |
27 | 176 | 2 | 0 | 1 | blue-collar | single | experience | no | no | no | cellular | may | tue | failure | 0 |
52 | 272 | 1 | 0 | 0 | management | married | university degree | unknown | no | no | cellular | jul | wed | nonexistent | 0 |
30 | 165 | 1 | 0 | 0 | admin. | married | university degree | no | no | no | cellular | aug | thu | nonexistent | 0 |
47 | 63 | 2 | 0 | 0 | retired | married | experience | unknown | no | no | telephone | jun | fri | nonexistent | 0 |
33 | 100 | 2 | 0 | 0 | blue-collar | single | experience | unknown | no | no | cellular | may | thu | nonexistent | 0 |
31 | 270 | 3 | 0 | 0 | technician | married | professional.course | no | yes | no | cellular | aug | fri | nonexistent | 0 |
35 | 65 | 4 | 0 | 1 | admin. | married | university degree | no | no | yes | telephone | may | wed | failure | 0 |
39 | 198 | 1 | 0 | 0 | blue-collar | married | experience | no | no | no | telephone | may | tue | nonexistent | 0 |
32 | 211 | 4 | 0 | 0 | admin. | single | university degree | no | no | no | cellular | aug | thu | nonexistent | 0 |
36 | 189 | 1 | 0 | 0 | admin. | single | high school | no | no | no | cellular | may | tue | nonexistent | 0 |
30 | 286 | 3 | 0 | 0 | admin. | married | university degree | no | yes | no | cellular | aug | mon | nonexistent | 0 |
25 | 692 | 1 | 0 | 0 | blue-collar | single | experience | no | no | no | cellular | jul | thu | nonexistent | 0 |
35 | 354 | 1 | 0 | 0 | technician | divorced | professional.course | no | no | no | cellular | may | fri | nonexistent | 0 |
22 | 270 | 1 | 0 | 0 | blue-collar | single | experience | unknown | unknown | unknown | telephone | may | tue | nonexistent | 0 |
59 | 535 | 2 | 0 | 0 | admin. | married | university degree | no | yes | yes | telephone | may | thu | nonexistent | 0 |
30 | 422 | 1 | 0 | 1 | admin. | divorced | high school | no | yes | no | cellular | may | wed | failure | 0 |
36 | 67 | 1 | 0 | 0 | admin. | married | university degree | no | yes | no | telephone | jun | wed | nonexistent | 0 |
33 | 92 | 3 | 0 | 0 | admin. | divorced | university degree | no | no | no | telephone | jun | fri | nonexistent | 0 |
34 | 7 | 5 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | apr | mon | nonexistent | 0 |
31 | 301 | 4 | 0 | 0 | self-employed | married | experience | no | no | no | telephone | may | thu | nonexistent | 0 |
34 | 245 | 1 | 0 | 0 | self-employed | single | university degree | no | yes | no | cellular | may | tue | nonexistent | 0 |
51 | 148 | 4 | 0 | 0 | services | single | high school | unknown | yes | no | telephone | may | thu | nonexistent | 0 |
38 | 189 | 1 | 0 | 0 | admin. | single | university degree | no | no | no | telephone | may | tue | nonexistent | 0 |
31 | 197 | 1 | 0 | 1 | blue-collar | single | high school | no | yes | no | cellular | may | fri | failure | 0 |
46 | 180 | 4 | 0 | 0 | blue-collar | single | experience | unknown | no | no | cellular | jul | mon | nonexistent | 0 |
48 | 348 | 1 | 0 | 0 | entrepreneur | married | experience | no | no | no | telephone | may | thu | nonexistent | 0 |
56 | 131 | 5 | 0 | 1 | entrepreneur | married | high school | no | yes | no | cellular | aug | wed | failure | 0 |
40 | 255 | 6 | 0 | 0 | entrepreneur | married | experience | no | yes | no | telephone | may | thu | nonexistent | 0 |
36 | 98 | 6 | 0 | 0 | retired | married | high school | no | yes | no | cellular | apr | thu | nonexistent | 0 |
45 | 141 | 3 | 0 | 0 | admin. | divorced | university degree | no | yes | no | cellular | aug | mon | nonexistent | 0 |
37 | 56 | 3 | 0 | 0 | unemployed | married | high school | no | no | no | telephone | may | tue | nonexistent | 0 |
33 | 335 | 2 | 0 | 0 | admin. | single | university degree | no | no | no | telephone | jun | mon | nonexistent | 0 |
33 | 1,345 | 3 | 0 | 0 | services | married | high school | unknown | yes | no | telephone | jun | tue | nonexistent | 1 |
38 | 147 | 1 | 0 | 0 | technician | married | university degree | no | yes | no | cellular | may | wed | nonexistent | 0 |
30 | 88 | 1 | 0 | 1 | self-employed | single | university degree | no | yes | no | cellular | nov | thu | failure | 0 |
39 | 247 | 1 | 4 | 1 | technician | married | professional.course | no | yes | no | cellular | aug | mon | success | 0 |
29 | 380 | 1 | 0 | 0 | services | married | high school | no | yes | yes | cellular | may | tue | nonexistent | 0 |
36 | 265 | 1 | 0 | 1 | management | married | university degree | no | no | no | cellular | jun | tue | failure | 0 |
47 | 567 | 3 | 0 | 0 | blue-collar | divorced | experience | unknown | yes | no | telephone | may | fri | nonexistent | 0 |
35 | 95 | 2 | 0 | 0 | admin. | married | professional.course | no | yes | yes | telephone | may | fri | nonexistent | 0 |
38 | 894 | 1 | 0 | 0 | blue-collar | single | university degree | unknown | no | no | telephone | may | fri | nonexistent | 0 |
29 | 51 | 2 | 0 | 0 | self-employed | single | university degree | no | yes | no | cellular | nov | mon | nonexistent | 0 |
34 | 228 | 1 | 0 | 0 | technician | married | high school | no | no | no | telephone | may | mon | nonexistent | 0 |
48 | 158 | 2 | 0 | 0 | services | divorced | high school | unknown | yes | yes | telephone | may | mon | nonexistent | 0 |
71 | 182 | 1 | 0 | 1 | retired | married | Others | no | yes | yes | cellular | dec | thu | failure | 0 |
42 | 139 | 1 | 0 | 0 | technician | married | university degree | no | yes | no | cellular | aug | thu | nonexistent | 0 |
37 | 77 | 2 | 0 | 0 | services | divorced | high school | no | yes | no | telephone | may | mon | nonexistent | 0 |
55 | 148 | 4 | 0 | 0 | blue-collar | divorced | experience | unknown | no | no | telephone | may | wed | nonexistent | 0 |
33 | 252 | 1 | 6 | 1 | admin. | married | high school | no | yes | no | cellular | aug | mon | success | 0 |
36 | 255 | 2 | 3 | 1 | services | married | university degree | no | no | yes | cellular | jun | tue | success | 1 |
18 | 385 | 1 | 3 | 1 | student | single | Others | no | no | no | cellular | sep | thu | success | 1 |
32 | 322 | 4 | 0 | 0 | blue-collar | married | experience | no | no | no | cellular | nov | thu | nonexistent | 0 |
43 | 743 | 1 | 0 | 0 | self-employed | married | high school | unknown | no | no | cellular | apr | wed | nonexistent | 0 |
47 | 131 | 1 | 0 | 0 | blue-collar | married | professional.course | unknown | yes | no | telephone | may | wed | nonexistent | 0 |
51 | 201 | 3 | 0 | 1 | admin. | married | university degree | no | yes | yes | cellular | mar | fri | failure | 0 |
46 | 235 | 2 | 0 | 0 | technician | married | professional.course | unknown | no | no | cellular | aug | tue | nonexistent | 0 |
52 | 161 | 4 | 0 | 0 | blue-collar | married | high school | no | no | no | cellular | aug | fri | nonexistent | 0 |
41 | 653 | 2 | 0 | 0 | unknown | married | Others | no | yes | yes | cellular | aug | mon | nonexistent | 0 |
33 | 498 | 1 | 0 | 1 | admin. | single | university degree | no | unknown | unknown | cellular | may | fri | failure | 0 |
33 | 191 | 1 | 0 | 0 | admin. | single | high school | no | no | no | cellular | jul | fri | nonexistent | 0 |
35 | 188 | 1 | 0 | 0 | blue-collar | married | experience | no | no | yes | telephone | jun | fri | nonexistent | 0 |
40 | 238 | 3 | 0 | 0 | management | married | high school | no | no | no | telephone | may | wed | nonexistent | 0 |
29 | 215 | 3 | 0 | 0 | blue-collar | single | experience | no | yes | no | telephone | jun | thu | nonexistent | 0 |
32 | 293 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | may | tue | nonexistent | 0 |
43 | 321 | 1 | 0 | 0 | admin. | divorced | experience | no | yes | no | cellular | may | wed | nonexistent | 0 |
36 | 52 | 2 | 0 | 0 | blue-collar | married | high school | no | no | no | cellular | nov | thu | nonexistent | 0 |
46 | 119 | 3 | 0 | 0 | technician | single | university degree | no | no | no | cellular | aug | thu | nonexistent | 0 |
47 | 144 | 8 | 0 | 0 | admin. | married | high school | unknown | no | no | cellular | aug | thu | nonexistent | 0 |
44 | 46 | 1 | 0 | 0 | services | married | high school | unknown | yes | no | cellular | nov | fri | nonexistent | 0 |
36 | 260 | 1 | 0 | 0 | blue-collar | single | high school | no | yes | yes | telephone | may | mon | nonexistent | 0 |
56 | 57 | 1 | 0 | 0 | management | married | university degree | no | no | no | cellular | jul | thu | nonexistent | 0 |
41 | 243 | 2 | 0 | 0 | management | married | high school | no | yes | no | cellular | apr | thu | nonexistent | 0 |
56 | 571 | 1 | 0 | 0 | self-employed | married | experience | unknown | no | no | cellular | jul | fri | nonexistent | 0 |
39 | 627 | 3 | 0 | 0 | admin. | married | high school | no | yes | no | cellular | jul | mon | nonexistent | 0 |
24 | 113 | 6 | 0 | 0 | services | single | university degree | no | no | no | cellular | jul | thu | nonexistent | 0 |
47 | 200 | 2 | 0 | 0 | admin. | divorced | university degree | unknown | no | no | cellular | aug | thu | nonexistent | 0 |
56 | 221 | 3 | 0 | 0 | services | divorced | university degree | no | no | no | cellular | jul | tue | nonexistent | 0 |
42 | 288 | 1 | 0 | 0 | blue-collar | married | experience | no | yes | yes | cellular | nov | tue | nonexistent | 0 |
42 | 145 | 3 | 0 | 0 | admin. | single | high school | unknown | yes | no | cellular | jul | wed | nonexistent | 0 |
46 | 485 | 3 | 0 | 0 | entrepreneur | divorced | high school | no | no | no | telephone | jun | fri | nonexistent | 0 |
37 | 70 | 1 | 0 | 0 | student | married | professional.course | no | no | no | cellular | aug | mon | nonexistent | 0 |
28 | 85 | 1 | 0 | 0 | services | single | high school | no | yes | no | cellular | jul | wed | nonexistent | 0 |
41 | 665 | 1 | 0 | 0 | housemaid | married | university degree | no | no | no | telephone | may | thu | nonexistent | 0 |
26 | 123 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | telephone | jun | mon | nonexistent | 0 |
29 | 534 | 1 | 0 | 0 | blue-collar | single | experience | unknown | no | no | cellular | jul | tue | nonexistent | 0 |
47 | 72 | 1 | 0 | 0 | technician | married | experience | no | no | no | telephone | jun | fri | nonexistent | 0 |
51 | 89 | 2 | 0 | 0 | blue-collar | married | experience | no | yes | no | cellular | apr | wed | nonexistent | 0 |
36 | 193 | 2 | 0 | 1 | services | married | high school | no | yes | no | cellular | nov | mon | failure | 0 |
37 | 72 | 12 | 0 | 0 | admin. | married | university degree | no | yes | no | telephone | may | thu | nonexistent | 0 |
32 | 856 | 1 | 12 | 2 | admin. | single | university degree | no | no | no | cellular | jun | tue | success | 1 |
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