Age
float64
3
84
Duration(Sec)
int64
3
1.02k
CC Contact Freq
int64
1
10
Days Since PC
int64
0
11
PC Contact Freq
int64
0
3
Job
stringclasses
12 values
Marital Status
stringclasses
4 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
8 values
Day of Week
stringclasses
5 values
PC Outcome
stringclasses
3 values
prediction
int64
0
1
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
31
97
2
0
1
admin.
married
high school
no
yes
no
cellular
nov
tue
failure
0
36
97
3
0
0
admin.
married
university degree
unknown
no
no
cellular
aug
tue
nonexistent
0
36
268
1
0
0
blue-collar
married
high school
no
no
no
telephone
may
thu
nonexistent
0
43
180
1
0
0
blue-collar
married
experience
unknown
yes
no
cellular
may
tue
nonexistent
0
34
157
1
0
0
admin.
married
university degree
no
yes
no
cellular
nov
wed
nonexistent
0
51
228
2
0
0
admin.
married
experience
unknown
yes
no
cellular
jul
wed
nonexistent
0
27
72
3
0
0
blue-collar
married
experience
unknown
no
no
telephone
jun
wed
nonexistent
0
40
156
5
0
1
technician
married
experience
no
yes
no
cellular
may
wed
failure
0
49
315
1
0
0
blue-collar
married
experience
unknown
yes
no
cellular
aug
mon
nonexistent
0
45
78
1
0
0
admin.
single
high school
unknown
yes
yes
telephone
may
wed
nonexistent
0
37
192
6
0
0
admin.
single
high school
no
yes
no
telephone
may
mon
nonexistent
0
36
249
2
0
0
services
single
high school
no
yes
no
cellular
jul
fri
nonexistent
0
54
498
1
0
0
retired
divorced
experience
unknown
yes
no
cellular
jul
tue
nonexistent
0
42
306
5
0
0
blue-collar
single
experience
no
no
no
telephone
jun
mon
nonexistent
0
35
318
2
11
1
blue-collar
married
experience
no
no
no
cellular
may
fri
success
0
33
109
1
0
0
services
divorced
high school
no
yes
no
telephone
may
thu
nonexistent
0
36
304
4
0
0
technician
single
professional.course
no
no
no
cellular
aug
mon
nonexistent
0
36
738
7
0
0
technician
single
university degree
no
no
no
telephone
may
thu
nonexistent
0
84
267
1
0
1
retired
married
experience
no
yes
no
cellular
may
wed
failure
0
22
154
2
0
1
student
single
high school
no
no
no
cellular
oct
fri
failure
0
35
192
1
0
0
admin.
divorced
university degree
no
yes
no
telephone
may
fri
nonexistent
0
31
173
1
0
0
blue-collar
married
experience
unknown
no
no
telephone
may
thu
nonexistent
0
35
129
1
0
0
technician
married
high school
no
yes
no
telephone
aug
fri
nonexistent
0
56
317
1
0
0
retired
married
high school
no
no
no
cellular
may
mon
nonexistent
0
33
74
1
0
0
technician
married
professional.course
no
no
no
cellular
aug
tue
nonexistent
0
39
219
1
0
0
admin.
married
high school
no
yes
no
telephone
jul
fri
nonexistent
0
56
540
1
0
1
unemployed
married
experience
no
no
no
cellular
may
mon
failure
0
38
90
1
0
0
admin.
married
university degree
no
yes
no
cellular
oct
wed
nonexistent
0
43
69
1
0
1
blue-collar
married
experience
no
no
yes
cellular
may
wed
failure
0
59
88
4
0
0
retired
married
Others
no
no
yes
telephone
jun
mon
nonexistent
0
41
61
1
0
0
admin.
married
university degree
unknown
yes
no
cellular
nov
tue
nonexistent
0
50
898
7
11
2
entrepreneur
divorced
university degree
no
yes
no
telephone
oct
tue
success
1
51
207
1
0
0
blue-collar
married
experience
unknown
yes
no
cellular
aug
fri
nonexistent
0
40
175
1
0
0
technician
married
professional.course
no
no
no
cellular
jul
fri
nonexistent
0
37
227
2
0
0
admin.
married
university degree
no
yes
no
cellular
jul
mon
nonexistent
0
42
29
4
0
0
technician
single
professional.course
unknown
no
no
telephone
jun
fri
nonexistent
0
39
323
3
0
0
admin.
married
professional.course
no
no
yes
cellular
aug
fri
nonexistent
0
53
249
2
0
0
unknown
married
high school
unknown
no
no
telephone
may
wed
nonexistent
0
33
409
2
0
0
blue-collar
single
experience
no
yes
yes
cellular
may
wed
nonexistent
0
40
151
4
0
0
technician
single
high school
no
no
no
telephone
may
tue
nonexistent
0
51
227
1
0
0
blue-collar
married
experience
unknown
no
no
cellular
jul
wed
nonexistent
0
32
210
2
0
0
blue-collar
married
experience
unknown
no
no
telephone
may
tue
nonexistent
0
35
113
1
0
0
management
married
university degree
no
yes
no
cellular
nov
mon
nonexistent
0
55
412
1
0
0
admin.
divorced
university degree
no
yes
no
telephone
may
fri
nonexistent
0
33
213
1
0
0
admin.
divorced
university degree
no
unknown
unknown
telephone
may
thu
nonexistent
0
26
109
7
0
0
admin.
single
high school
no
yes
no
telephone
may
mon
nonexistent
0
28
63
2
3
1
technician
single
professional.course
no
yes
no
cellular
aug
thu
success
0
38
35
4
0
0
management
married
university degree
no
yes
no
telephone
aug
thu
nonexistent
0
71
78
2
5
1
self-employed
married
university degree
no
yes
no
cellular
apr
thu
success
0
42
50
2
0
0
management
married
university degree
no
no
no
telephone
jun
wed
nonexistent
0
30
85
1
0
0
technician
married
university degree
no
no
no
cellular
nov
thu
nonexistent
0
36
104
3
0
0
services
married
high school
no
unknown
unknown
cellular
apr
tue
nonexistent
0
40
397
1
0
0
housemaid
married
experience
unknown
yes
no
telephone
jun
thu
nonexistent
0
46
497
2
0
0
blue-collar
married
high school
unknown
yes
no
cellular
jul
thu
nonexistent
0
31
131
1
0
1
technician
single
experience
unknown
yes
yes
cellular
nov
wed
failure
0
32
368
1
0
0
services
married
experience
unknown
yes
no
telephone
nov
tue
nonexistent
0
66
177
1
0
1
retired
married
professional.course
no
no
no
cellular
mar
tue
failure
1
49
71
2
0
0
services
married
high school
unknown
unknown
unknown
telephone
may
mon
nonexistent
0
37
131
2
0
0
blue-collar
single
high school
no
yes
yes
telephone
may
wed
nonexistent
0
29
142
1
0
1
admin.
married
university degree
no
no
no
cellular
nov
mon
failure
0
29
170
1
0
1
technician
single
experience
no
yes
no
cellular
may
mon
failure
0
57
471
2
0
0
retired
married
high school
no
yes
yes
telephone
jun
fri
nonexistent
0
32
152
2
0
0
admin.
married
university degree
no
yes
yes
cellular
aug
wed
nonexistent
0
34
19
10
0
0
admin.
married
university degree
no
yes
yes
telephone
aug
thu
nonexistent
0
50
166
2
0
1
blue-collar
married
experience
no
no
no
cellular
may
tue
failure
0
45
106
1
0
0
admin.
married
university degree
no
yes
no
cellular
jul
wed
nonexistent
0
69
289
1
10
1
retired
married
high school
no
no
no
cellular
may
wed
success
1
59
34
1
0
0
admin.
married
professional.course
no
yes
no
cellular
aug
fri
nonexistent
0
21
328
1
0
0
student
single
high school
no
no
no
cellular
oct
mon
nonexistent
1
60
1,020
1
0
0
retired
married
experience
no
yes
no
cellular
oct
mon
nonexistent
1
52
201
2
0
0
blue-collar
married
experience
unknown
yes
no
cellular
may
mon
nonexistent
0
37
112
3
0
0
blue-collar
married
professional.course
no
yes
no
telephone
may
thu
nonexistent
0
54
89
1
0
0
management
divorced
professional.course
no
no
no
cellular
jul
mon
nonexistent
0
26
421
3
0
0
services
single
high school
no
yes
no
telephone
may
wed
nonexistent
0
63
492
1
0
0
retired
married
professional.course
no
yes
no
cellular
may
mon
nonexistent
0
39
188
1
0
0
blue-collar
married
experience
unknown
yes
no
cellular
jul
tue
nonexistent
0
57
106
1
0
0
blue-collar
divorced
professional.course
no
no
no
telephone
may
wed
nonexistent
0
33
378
1
0
0
technician
unknown
professional.course
unknown
yes
no
telephone
may
fri
nonexistent
0
31
10
3
0
0
services
single
high school
no
no
no
cellular
jul
thu
nonexistent
0
61
508
4
0
0
admin.
married
high school
no
no
no
telephone
nov
wed
nonexistent
0
33
169
1
0
0
admin.
married
high school
unknown
yes
no
cellular
may
tue
nonexistent
0
41
152
1
0
1
blue-collar
married
experience
no
yes
no
cellular
may
wed
failure
0
29
268
1
0
0
admin.
married
university degree
no
no
no
cellular
jul
wed
nonexistent
0
28
550
1
0
0
technician
married
professional.course
no
no
no
cellular
may
wed
nonexistent
0
55
594
2
0
0
management
married
experience
unknown
no
no
cellular
apr
thu
nonexistent
0
49
151
1
0
0
blue-collar
married
experience
unknown
no
no
telephone
jun
fri
nonexistent
0
49
69
1
0
0
blue-collar
married
high school
unknown
no
no
telephone
may
tue
nonexistent
0
22
25
1
0
0
blue-collar
single
experience
unknown
yes
no
cellular
jul
fri
nonexistent
0
39
73
4
0
0
admin.
single
Others
no
no
no
cellular
nov
fri
nonexistent
0
30
297
4
0
0
admin.
single
university degree
unknown
no
yes
telephone
may
fri
nonexistent
0
30
128
1
0
0
blue-collar
single
experience
no
yes
no
telephone
may
fri
nonexistent
0
53
92
2
0
0
technician
married
professional.course
no
yes
yes
telephone
may
tue
nonexistent
0
42
194
4
0
0
technician
married
professional.course
no
no
no
cellular
may
wed
nonexistent
0
52
371
2
0
0
blue-collar
married
experience
no
no
no
telephone
may
tue
nonexistent
0
31
67
1
0
0
technician
married
high school
no
no
yes
cellular
nov
tue
nonexistent
0
44
712
1
6
3
technician
married
university degree
no
yes
no
telephone
jun
wed
failure
1
59
109
2
0
0
retired
married
Others
no
no
no
cellular
aug
fri
nonexistent
0
41
75
1
0
0
technician
married
professional.course
no
yes
no
cellular
aug
mon
nonexistent
0
40
92
6
0
0
technician
married
professional.course
no
no
no
telephone
jun
mon
nonexistent
0

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