Age
float64 3
98
| Duration(Sec)
int64 3
60k
| CC Contact Freq
int64 0
14
| Days Since PC
int64 0
30
| 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 9
values | Day of Week
stringclasses 5
values | PC Outcome
stringclasses 3
values | prediction
int64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
23
| 122
| 1
| 0
| 0
|
management
|
divorced
|
Others
|
unknown
|
unknown
|
unknown
|
telephone
|
oct
|
wed
|
nonexistent
| 0
|
23
| 122
| 1
| 0
| 0
|
management
|
divorced
|
Others
|
unknown
|
unknown
|
unknown
|
telephone
|
oct
|
wed
|
success
| 0
|
23
| 1,221
| 1
| 0
| 0
|
management
|
divorced
|
Others
|
unknown
|
unknown
|
unknown
|
telephone
|
oct
|
wed
|
success
| 1
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
41
| 608
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
apr
|
tue
|
nonexistent
| 0
|
41
| 768
| 4
| 0
| 0
|
technician
|
married
|
professional.course
|
unknown
|
yes
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
54
| 129
| 4
| 0
| 0
|
admin.
|
divorced
|
high school
|
no
|
no
|
yes
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
50
| 162
| 3
| 0
| 0
|
services
|
single
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
48
| 835
| 1
| 0
| 0
|
services
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
44
| 278
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
32
| 235
| 3
| 0
| 0
|
self-employed
|
divorced
|
professional.course
|
unknown
|
yes
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
44
| 215
| 1
| 0
| 0
|
management
|
single
|
university degree
|
unknown
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
31
| 233
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
yes
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
56
| 114
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
46
| 98
| 2
| 0
| 1
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
mon
|
failure
| 0
|
55
| 249
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
40
| 635
| 3
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
42
| 218
| 3
| 0
| 0
|
admin.
|
single
|
university degree
|
unknown
|
yes
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
42
| 86
| 1
| 0
| 1
|
admin.
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
mon
|
failure
| 0
|
61
| 195
| 1
| 7
| 1
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
success
| 0
|
39
| 92
| 1
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
no
|
yes
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
40
| 37
| 2
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
37
| 13
| 5
| 0
| 0
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
apr
|
mon
|
nonexistent
| 0
|
30
| 246
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
26
| 852
| 2
| 0
| 0
|
student
|
single
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
32
| 73
| 1
| 0
| 0
|
housemaid
|
married
|
university degree
|
no
|
yes
|
yes
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
54
| 238
| 1
| 0
| 0
|
admin.
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
28
| 216
| 1
| 0
| 1
|
unemployed
|
married
|
high school
|
unknown
|
no
|
no
|
cellular
|
may
|
tue
|
failure
| 0
|
27
| 264
| 1
| 0
| 0
|
blue-collar
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
jun
|
fri
|
nonexistent
| 0
|
38
| 192
| 2
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
34
| 270
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
32
| 123
| 1
| 0
| 1
|
technician
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
jun
|
wed
|
failure
| 0
|
37
| 140
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
nov
|
wed
|
nonexistent
| 0
|
46
| 304
| 3
| 0
| 0
|
blue-collar
|
single
|
experience
|
unknown
|
yes
|
no
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
34
| 1,622
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 1
|
46
| 39
| 1
| 0
| 1
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
failure
| 0
|
47
| 551
| 1
| 0
| 0
|
services
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
26
| 93
| 3
| 0
| 0
|
student
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
34
| 218
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
26
| 264
| 2
| 0
| 0
|
technician
|
married
|
Others
|
no
|
no
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0
|
30
| 108
| 1
| 0
| 0
|
technician
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
53
| 124
| 2
| 0
| 0
|
retired
|
married
|
professional.course
|
no
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
36
| 254
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
44
| 10
| 5
| 0
| 0
|
services
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0
|
52
| 85
| 2
| 0
| 0
|
blue-collar
|
married
|
professional.course
|
unknown
|
yes
|
no
|
cellular
|
nov
|
wed
|
nonexistent
| 0
|
43
| 226
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
30
| 338
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
30
| 359
| 2
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0
|
36
| 147
| 5
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
51
| 50
| 3
| 0
| 0
|
technician
|
divorced
|
professional.course
|
no
|
no
|
yes
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
39
| 378
| 3
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0
|
31
| 290
| 9
| 0
| 0
|
technician
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
43
| 98
| 3
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
37
| 281
| 1
| 5
| 1
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
apr
|
wed
|
success
| 1
|
40
| 228
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
jul
|
thu
|
nonexistent
| 0
|
34
| 142
| 2
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
44
| 61
| 3
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
31
| 173
| 1
| 0
| 0
|
services
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
thu
|
nonexistent
| 0
|
36
| 385
| 3
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
48
| 113
| 2
| 0
| 0
|
technician
|
married
|
professional.course
|
unknown
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
35
| 44
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
35
| 165
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
40
| 153
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
31
| 199
| 6
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
apr
|
mon
|
nonexistent
| 0
|
30
| 558
| 13
| 0
| 0
|
blue-collar
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
55
| 95
| 4
| 0
| 0
|
management
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0
|
43
| 73
| 3
| 0
| 0
|
admin.
|
divorced
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
48
| 111
| 2
| 0
| 1
|
services
|
divorced
|
high school
|
no
|
yes
|
yes
|
cellular
|
apr
|
mon
|
failure
| 0
|
32
| 134
| 1
| 0
| 1
|
technician
|
married
|
professional.course
|
no
|
yes
|
yes
|
cellular
|
may
|
fri
|
failure
| 0
|
36
| 530
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
unknown
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
30
| 662
| 2
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
yes
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
28
| 1,060
| 5
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 1
|
59
| 370
| 2
| 0
| 0
|
retired
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
46
| 279
| 4
| 0
| 0
|
student
|
single
|
Others
|
no
|
yes
|
no
|
telephone
|
jul
|
fri
|
nonexistent
| 0
|
44
| 805
| 3
| 0
| 0
|
services
|
divorced
|
experience
|
no
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
36
| 125
| 2
| 0
| 1
|
admin.
|
single
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
wed
|
failure
| 0
|
47
| 434
| 1
| 0
| 0
|
entrepreneur
|
married
|
Others
|
unknown
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
38
| 135
| 7
| 0
| 0
|
technician
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
31
| 112
| 1
| 0
| 0
|
admin.
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
30
| 215
| 10
| 0
| 0
|
unemployed
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
37
| 7
| 12
| 0
| 0
|
admin.
|
divorced
|
high school
|
no
|
yes
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
35
| 71
| 4
| 0
| 0
|
student
|
single
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
35
| 494
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
31
| 1,030
| 3
| 0
| 0
|
services
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
apr
|
mon
|
nonexistent
| 1
|
57
| 604
| 1
| 0
| 0
|
admin.
|
divorced
|
Others
|
unknown
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
54
| 198
| 3
| 0
| 0
|
technician
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
nov
|
wed
|
nonexistent
| 0
|
25
| 5
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
no
|
yes
|
telephone
|
nov
|
tue
|
nonexistent
| 0
|
24
| 207
| 10
| 0
| 0
|
technician
|
single
|
experience
|
no
|
no
|
no
|
telephone
|
jul
|
thu
|
nonexistent
| 0
|
32
| 183
| 1
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
no
|
yes
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
26
| 536
| 2
| 0
| 0
|
services
|
single
|
Others
|
no
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
53
| 339
| 10
| 0
| 0
|
unemployed
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
34
| 94
| 7
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
51
| 486
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
35
| 145
| 1
| 0
| 0
|
retired
|
single
|
experience
|
unknown
|
yes
|
yes
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
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