Age
float64 0
109
| Duration(Sec)
int64 0
1.86k
| CC Contact Freq
int64 0
27
| Days Since PC
int64 0
365
| PC Contact Freq
int64 0
32
| Job
stringclasses 12
values | Marital Status
stringclasses 4
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 9
values | Day of Week
stringclasses 5
values | PC Outcome
stringclasses 3
values | prediction
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0 | 0 | 0 | 0 | null | null | null | null | null | null | null | null | null | null | 0 |
36 | 18 | 22 | 12 | 20 |
technician
|
married
|
illiterate
|
no
|
no
|
no
|
cellular
|
oct
| null |
success
| 1 |
3 | 3 | 3 | 3 | 3 |
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0 |
50 | 3 | 3 | 3 | 3 |
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0 |
99 | 3 | 3 | 3 | 3 |
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0 |
3 | 3 | 3 | 3 | 3 |
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0 |
3 | 3 | 3 | 365 | 1 |
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 1 |
3 | 3 | 3 | 365 | 1 |
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 1 |
32 | 40 | 1 | 0 | 0 |
admin.
|
single
|
university degree
|
no
|
unknown
|
unknown
|
cellular
|
aug
|
tue
|
nonexistent
| 0 |
36 | 200 | 4 | 0 | 0 |
management
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
jun
|
mon
|
nonexistent
| 0 |
34 | 199 | 1 | 0 | 0 |
admin.
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
aug
|
mon
|
nonexistent
| 0 |
31 | 95 | 1 | 0 | 0 |
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
thu
|
nonexistent
| 0 |
42 | 543 | 1 | 0 | 0 |
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0 |
31 | 346 | 1 | 0 | 0 |
admin.
|
divorced
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 0 |
34 | 228 | 1 | 0 | 0 |
technician
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0 |
55 | 68 | 1 | 0 | 0 |
entrepreneur
|
divorced
|
university degree
|
no
|
yes
|
yes
|
cellular
|
nov
|
thu
|
nonexistent
| 0 |
53 | 339 | 10 | 0 | 0 |
unemployed
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0 |
49 | 110 | 2 | 0 | 0 |
housemaid
|
single
|
high school
|
unknown
|
yes
|
yes
|
telephone
|
may
|
mon
|
nonexistent
| 0 |
52 | 272 | 3 | 0 | 0 |
technician
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
mar
|
wed
|
nonexistent
| 0 |
46 | 266 | 1 | 0 | 0 |
blue-collar
|
divorced
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0 |
46 | 417 | 2 | 0 | 2 |
services
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
apr
|
wed
|
failure
| 0 |
46 | 358 | 3 | 0 | 0 |
admin.
|
married
|
high school
|
unknown
|
yes
|
yes
|
telephone
|
may
|
mon
|
nonexistent
| 0 |
32 | 87 | 1 | 0 | 0 |
technician
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
apr
|
wed
|
nonexistent
| 0 |
33 | 409 | 2 | 0 | 0 |
blue-collar
|
single
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
wed
|
nonexistent
| 0 |
29 | 55 | 5 | 0 | 0 |
blue-collar
|
married
|
Others
|
unknown
|
no
|
yes
|
telephone
|
jun
|
fri
|
nonexistent
| 0 |
37 | 485 | 1 | 0 | 0 |
services
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
wed
|
nonexistent
| 0 |
32 | 62 | 6 | 0 | 1 |
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
may
|
thu
|
failure
| 0 |
31 | 89 | 1 | 0 | 0 |
services
|
single
|
high school
|
no
|
yes
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0 |
46 | 64 | 1 | 0 | 0 |
services
|
married
|
high school
|
no
|
yes
|
no
|
telephone
|
jul
|
fri
|
nonexistent
| 0 |
50 | 35 | 3 | 0 | 0 |
blue-collar
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
nov
|
mon
|
nonexistent
| 0 |
44 | 749 | 1 | 0 | 0 |
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
oct
|
wed
|
nonexistent
| 1 |
24 | 88 | 1 | 0 | 0 |
student
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
apr
|
thu
|
nonexistent
| 0 |
58 | 312 | 1 | 0 | 0 |
management
|
married
|
university degree
|
no
|
no
|
yes
|
telephone
|
may
|
mon
|
nonexistent
| 0 |
34 | 210 | 1 | 0 | 0 |
technician
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0 |
55 | 232 | 2 | 0 | 0 |
admin.
|
married
|
high school
|
unknown
|
yes
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0 |
35 | 86 | 3 | 0 | 0 |
admin.
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
wed
|
nonexistent
| 0 |
60 | 398 | 4 | 0 | 0 |
retired
|
divorced
|
high school
|
unknown
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0 |
57 | 96 | 4 | 0 | 0 |
retired
|
married
|
professional.course
|
no
|
yes
|
no
|
telephone
|
aug
|
wed
|
nonexistent
| 0 |
28 | 75 | 2 | 0 | 0 |
admin.
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0 |
39 | 307 | 1 | 0 | 0 |
unemployed
|
divorced
|
university degree
|
unknown
|
no
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0 |
29 | 854 | 2 | 0 | 0 |
blue-collar
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
nov
|
wed
|
nonexistent
| 0 |
43 | 166 | 3 | 0 | 1 |
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
failure
| 0 |
25 | 18 | 18 | 0 | 0 |
admin.
|
married
|
high school
|
unknown
|
no
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0 |
40 | 143 | 3 | 0 | 1 |
unemployed
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
jun
|
mon
|
failure
| 0 |
29 | 213 | 1 | 0 | 0 |
blue-collar
|
single
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0 |
26 | 618 | 1 | 0 | 0 |
unemployed
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
apr
|
thu
|
nonexistent
| 1 |
35 | 196 | 2 | 0 | 0 |
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0 |
35 | 12 | 12 | 0 | 0 |
technician
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0 |
48 | 400 | 1 | 0 | 1 |
technician
|
divorced
|
high school
|
no
|
yes
|
no
|
cellular
|
apr
|
thu
|
failure
| 0 |
31 | 206 | 1 | 0 | 0 |
services
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0 |
56 | 123 | 2 | 0 | 0 |
housemaid
|
divorced
|
experience
|
unknown
|
no
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0 |
29 | 109 | 1 | 0 | 0 |
technician
|
single
|
university degree
|
no
|
yes
|
no
|
telephone
|
jul
|
thu
|
nonexistent
| 0 |
45 | 197 | 1 | 0 | 1 |
technician
|
unknown
|
experience
|
no
|
no
|
no
|
cellular
|
may
|
mon
|
failure
| 0 |
44 | 132 | 3 | 0 | 0 |
technician
|
married
|
professional.course
|
no
|
no
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0 |
48 | 175 | 1 | 0 | 0 |
self-employed
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0 |
30 | 122 | 1 | 0 | 0 |
management
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0 |
33 | 39 | 3 | 0 | 0 |
blue-collar
|
single
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0 |
59 | 72 | 2 | 0 | 0 |
housemaid
|
married
|
Others
|
unknown
|
yes
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0 |
51 | 110 | 5 | 0 | 0 |
admin.
|
married
|
experience
|
no
|
no
|
yes
|
cellular
|
nov
|
tue
|
nonexistent
| 0 |
31 | 426 | 1 | 6 | 2 |
technician
|
single
|
university degree
|
no
|
yes
|
no
|
telephone
|
jul
|
thu
|
success
| 0 |
57 | 42 | 2 | 0 | 0 |
retired
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0 |
43 | 115 | 3 | 0 | 0 |
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0 |
49 | 71 | 1 | 0 | 0 |
admin.
|
married
|
high school
|
unknown
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0 |
40 | 335 | 2 | 0 | 0 |
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0 |
59 | 279 | 2 | 0 | 0 |
admin.
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0 |
33 | 25 | 1 | 0 | 0 |
unemployed
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
jul
|
fri
|
nonexistent
| 0 |
52 | 529 | 2 | 0 | 0 |
admin.
|
divorced
|
high school
|
no
|
no
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0 |
48 | 533 | 1 | 0 | 0 |
technician
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0 |
54 | 7 | 20 | 0 | 0 |
services
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0 |
50 | 184 | 1 | 0 | 0 |
entrepreneur
|
married
|
professional.course
|
no
|
yes
|
yes
|
cellular
|
aug
|
thu
|
nonexistent
| 0 |
26 | 314 | 2 | 0 | 0 |
blue-collar
|
single
|
high school
|
unknown
|
no
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0 |
53 | 405 | 1 | 0 | 1 |
technician
|
divorced
|
high school
|
no
|
no
|
no
|
cellular
|
nov
|
thu
|
failure
| 0 |
45 | 77 | 1 | 0 | 0 |
admin.
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
jul
|
wed
|
nonexistent
| 0 |
42 | 267 | 2 | 0 | 0 |
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
telephone
|
may
|
tue
|
nonexistent
| 0 |
44 | 222 | 2 | 0 | 0 |
blue-collar
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
aug
|
tue
|
nonexistent
| 0 |
38 | 95 | 3 | 0 | 0 |
self-employed
|
divorced
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0 |
35 | 1,186 | 2 | 0 | 0 |
admin.
|
married
|
professional.course
|
no
|
yes
|
yes
|
cellular
|
jul
|
tue
|
nonexistent
| 1 |
34 | 182 | 2 | 0 | 1 |
blue-collar
|
married
|
experience
|
unknown
|
yes
|
yes
|
cellular
|
nov
|
wed
|
failure
| 0 |
32 | 179 | 4 | 0 | 0 |
blue-collar
|
divorced
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0 |
32 | 90 | 2 | 0 | 0 |
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
thu
|
nonexistent
| 0 |
47 | 341 | 1 | 0 | 0 |
blue-collar
|
married
|
experience
|
unknown
|
yes
|
yes
|
cellular
|
may
|
mon
|
nonexistent
| 0 |
31 | 145 | 1 | 0 | 0 |
admin.
|
single
|
university degree
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0 |
43 | 107 | 1 | 0 | 0 |
admin.
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0 |
54 | 94 | 3 | 0 | 1 |
technician
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
apr
|
mon
|
failure
| 0 |
47 | 103 | 1 | 0 | 1 |
services
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
failure
| 0 |
31 | 90 | 2 | 0 | 0 |
admin.
|
single
|
university degree
|
no
|
yes
|
yes
|
telephone
|
nov
|
thu
|
nonexistent
| 0 |
53 | 58 | 1 | 0 | 0 |
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0 |
52 | 404 | 2 | 9 | 1 |
management
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
may
|
fri
|
success
| 1 |
41 | 167 | 1 | 0 | 0 |
management
|
divorced
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
thu
|
nonexistent
| 0 |
51 | 129 | 1 | 0 | 0 |
blue-collar
|
married
|
experience
|
unknown
|
yes
|
yes
|
cellular
|
aug
|
thu
|
nonexistent
| 0 |
54 | 171 | 2 | 0 | 0 |
admin.
|
married
|
high school
|
no
|
yes
|
yes
|
telephone
|
may
|
thu
|
nonexistent
| 0 |
49 | 668 | 1 | 0 | 1 |
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
tue
|
failure
| 0 |
31 | 111 | 3 | 0 | 0 |
admin.
|
divorced
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0 |
56 | 222 | 1 | 0 | 1 |
self-employed
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
apr
|
mon
|
failure
| 0 |
46 | 171 | 6 | 0 | 0 |
technician
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0 |
36 | 125 | 2 | 0 | 1 |
admin.
|
single
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
wed
|
failure
| 0 |
41 | 72 | 3 | 0 | 0 |
blue-collar
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0 |
33 | 56 | 2 | 0 | 0 |
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0 |
50 | 204 | 1 | 0 | 0 |
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0 |
29 | 1,555 | 2 | 0 | 0 |
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 1 |
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