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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