Age
float64 1
80
| Duration(Sec)
int64 0
1.81k
| CC Contact Freq
int64 0
25
| Days Since PC
int64 0
25
| PC Contact Freq
int64 0
10
| 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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35
| 181
| 1
| 0
| 0
|
services
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
45
| 276
| 1
| 0
| 0
|
services
|
married
|
high school
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
25
| 163
| 2
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
yes
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
43
| 23
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
yes
|
cellular
|
may
|
tue
|
nonexistent
| 0
|
38
| 189
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
52
| 96
| 2
| 0
| 0
|
self-employed
|
married
|
university degree
|
unknown
|
no
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
56
| 346
| 1
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
67
| 655
| 2
| 5
| 5
|
housemaid
|
divorced
|
professional.course
|
no
|
yes
|
no
|
cellular
|
nov
|
mon
|
success
| 1
|
34
| 891
| 1
| 0
| 0
|
blue-collar
|
single
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
34
| 51
| 2
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
telephone
|
aug
|
thu
|
nonexistent
| 0
|
30
| 338
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
61
| 62
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
36
| 108
| 2
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
54
| 207
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
no
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
31
| 399
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
apr
|
thu
|
nonexistent
| 0
|
31
| 294
| 2
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
apr
|
fri
|
nonexistent
| 0
|
30
| 132
| 1
| 0
| 0
|
technician
|
single
|
university degree
|
no
|
no
|
yes
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
30
| 73
| 1
| 0
| 1
|
services
|
married
|
high school
|
unknown
|
yes
|
no
|
cellular
|
nov
|
thu
|
failure
| 0
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
4
| 4
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
3
| 390
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 1
|
15
| 39
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
25
| 39
| 25
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
3
| 39
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
43
| 535
| 1
| 0
| 0
|
entrepreneur
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
24
| 54
| 4
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0
|
54
| 73
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
36
| 327
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0
|
36
| 800
| 6
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
wed
|
nonexistent
| 0
|
38
| 48
| 1
| 0
| 0
|
services
|
married
|
experience
|
no
|
unknown
|
unknown
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
50
| 146
| 1
| 0
| 1
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
failure
| 0
|
37
| 122
| 2
| 6
| 1
|
unemployed
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
jun
|
thu
|
success
| 1
|
56
| 580
| 3
| 0
| 0
|
retired
|
married
|
experience
|
unknown
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
31
| 177
| 2
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
yes
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
34
| 101
| 2
| 0
| 0
|
services
|
divorced
|
high school
|
no
|
no
|
yes
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
25
| 446
| 1
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
unknown
|
unknown
|
telephone
|
jul
|
wed
|
nonexistent
| 0
|
34
| 182
| 2
| 0
| 1
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
yes
|
cellular
|
nov
|
wed
|
failure
| 0
|
42
| 513
| 1
| 0
| 2
|
unknown
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
jul
|
fri
|
failure
| 0
|
35
| 106
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
42
| 441
| 4
| 0
| 0
|
technician
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
apr
|
mon
|
nonexistent
| 0
|
41
| 63
| 5
| 0
| 0
|
admin.
|
divorced
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0
|
33
| 622
| 2
| 0
| 0
|
student
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
29
| 78
| 5
| 0
| 0
|
admin.
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0
|
41
| 85
| 1
| 0
| 0
|
management
|
married
|
high school
|
unknown
|
yes
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0
|
33
| 119
| 2
| 0
| 3
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
mar
|
fri
|
failure
| 1
|
42
| 78
| 8
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
40
| 481
| 3
| 0
| 0
|
admin.
|
divorced
|
experience
|
no
|
yes
|
yes
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
25
| 189
| 1
| 6
| 4
|
student
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
oct
|
mon
|
success
| 1
|
38
| 130
| 1
| 0
| 0
|
technician
|
divorced
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
40
| 514
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
apr
|
fri
|
nonexistent
| 0
|
32
| 94
| 6
| 0
| 0
|
services
|
married
|
professional.course
|
no
|
no
|
no
|
cellular
|
jun
|
wed
|
nonexistent
| 0
|
32
| 1,809
| 4
| 0
| 0
|
technician
|
married
|
professional.course
|
unknown
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 1
|
24
| 576
| 2
| 0
| 0
|
services
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
47
| 439
| 2
| 0
| 0
|
blue-collar
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
apr
|
thu
|
nonexistent
| 0
|
31
| 57
| 1
| 0
| 0
|
housemaid
|
divorced
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
36
| 350
| 3
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
jul
|
wed
|
nonexistent
| 0
|
47
| 63
| 2
| 0
| 0
|
retired
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
29
| 69
| 2
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
no
|
no
|
telephone
|
nov
|
fri
|
nonexistent
| 0
|
36
| 256
| 1
| 0
| 0
|
student
|
single
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
29
| 630
| 1
| 0
| 0
|
student
|
single
|
high school
|
no
|
no
|
yes
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
37
| 155
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
23
| 220
| 1
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
54
| 145
| 1
| 0
| 0
|
retired
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
40
| 563
| 1
| 0
| 0
|
admin.
|
single
|
Others
|
unknown
|
no
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
29
| 153
| 1
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
34
| 138
| 1
| 1
| 4
|
technician
|
married
|
Others
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
success
| 1
|
38
| 317
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
48
| 66
| 4
| 0
| 0
|
technician
|
married
|
university degree
|
unknown
|
no
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
45
| 104
| 4
| 0
| 1
|
technician
|
divorced
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
thu
|
failure
| 0
|
36
| 308
| 1
| 3
| 1
|
admin.
|
married
|
university degree
|
unknown
|
yes
|
yes
|
cellular
|
jun
|
tue
|
success
| 1
|
36
| 287
| 2
| 0
| 1
|
technician
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
may
|
mon
|
failure
| 0
|
32
| 853
| 2
| 0
| 0
|
student
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 1
|
59
| 73
| 1
| 0
| 0
|
retired
|
married
|
Others
|
no
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
32
| 80
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
29
| 112
| 1
| 9
| 1
|
unemployed
|
single
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
fri
|
success
| 0
|
33
| 568
| 4
| 0
| 0
|
management
|
married
|
experience
|
no
|
yes
|
yes
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
47
| 85
| 6
| 0
| 0
|
admin.
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
26
| 149
| 2
| 0
| 0
|
housemaid
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
40
| 240
| 5
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
35
| 197
| 2
| 0
| 0
|
technician
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
46
| 217
| 1
| 0
| 0
|
self-employed
|
divorced
|
experience
|
no
|
yes
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
30
| 149
| 1
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
35
| 43
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
31
| 115
| 2
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
yes
|
telephone
|
aug
|
tue
|
nonexistent
| 0
|
58
| 193
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
thu
|
nonexistent
| 0
|
46
| 266
| 1
| 0
| 0
|
blue-collar
|
divorced
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
40
| 96
| 1
| 0
| 1
|
services
|
divorced
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
thu
|
failure
| 0
|
45
| 33
| 2
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
apr
|
fri
|
nonexistent
| 0
|
38
| 501
| 2
| 0
| 0
|
admin.
|
single
|
experience
|
no
|
yes
|
yes
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
35
| 107
| 1
| 0
| 0
|
services
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
25
| 114
| 2
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
46
| 365
| 3
| 0
| 0
|
technician
|
divorced
|
professional.course
|
unknown
|
yes
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
41
| 122
| 1
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
58
| 389
| 1
| 0
| 0
|
retired
|
married
|
high school
|
unknown
|
no
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
28
| 69
| 1
| 0
| 1
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
jun
|
mon
|
failure
| 0
|
55
| 149
| 2
| 0
| 0
|
entrepreneur
|
married
|
professional.course
|
unknown
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
54
| 364
| 2
| 0
| 0
|
blue-collar
|
married
|
professional.course
|
no
|
no
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
32
| 382
| 2
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
nov
|
thu
|
nonexistent
| 0
|
40
| 111
| 1
| 0
| 0
|
admin.
|
divorced
|
university degree
|
unknown
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
39
| 68
| 2
| 0
| 0
|
services
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
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