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Age
float64
0
72
Duration(Sec)
int64
0
993
CC Contact Freq
int64
0
28
Days Since PC
int64
0
13
PC Contact Freq
int64
0
5
Job
stringclasses
11 values
Marital Status
stringclasses
3 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
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
36
194
2
0
0
admin.
married
university degree
no
yes
no
cellular
aug
fri
nonexistent
0
57
22
2
0
1
management
married
university degree
unknown
yes
yes
cellular
nov
fri
failure
0
35
227
3
0
0
admin.
single
university degree
no
yes
no
telephone
may
tue
nonexistent
0
65
407
3
0
1
admin.
married
university degree
no
yes
no
cellular
may
fri
failure
0
43
83
1
0
0
blue-collar
married
experience
no
yes
no
cellular
may
thu
nonexistent
0
34
61
1
0
0
technician
married
professional.course
unknown
no
no
cellular
jul
thu
nonexistent
0
53
88
4
0
0
management
married
university degree
no
no
no
cellular
aug
thu
nonexistent
0
null
103
2
0
0
blue-collar
married
experience
no
no
no
telephone
jun
thu
nonexistent
0
35
33
2
0
0
blue-collar
married
experience
no
no
no
telephone
jun
tue
nonexistent
0
58
226
1
0
0
retired
married
university degree
no
no
yes
telephone
may
tue
nonexistent
0
43
633
28
0
0
unemployed
married
experience
no
no
no
telephone
jun
tue
nonexistent
0
28
68
1
2
1
admin.
single
university degree
no
yes
yes
cellular
apr
thu
success
0
18
394
1
13
2
student
single
experience
no
yes
no
telephone
nov
tue
success
1
46
171
1
0
1
technician
married
high school
no
yes
no
cellular
nov
mon
failure
0
49
3
1
0
0
blue-collar
married
experience
no
yes
no
telephone
may
tue
nonexistent
0
27
405
1
0
0
blue-collar
single
experience
no
yes
no
cellular
jul
mon
nonexistent
0
38
426
2
0
1
services
married
high school
no
no
no
cellular
nov
wed
failure
0
29
788
2
0
0
admin.
single
professional.course
no
yes
no
cellular
may
tue
nonexistent
0
36
93
1
0
0
self-employed
divorced
experience
no
yes
no
cellular
apr
wed
nonexistent
0
25
444
1
0
0
services
single
experience
no
no
yes
cellular
jul
wed
nonexistent
0
49
165
1
0
0
entrepreneur
married
university degree
no
yes
no
cellular
nov
mon
nonexistent
0
28
4
1
0
0
blue-collar
single
experience
no
yes
no
telephone
oct
mon
nonexistent
0
42
114
7
0
1
blue-collar
married
experience
no
yes
no
cellular
may
fri
failure
0
57
202
1
0
0
technician
married
university degree
no
yes
no
cellular
aug
thu
nonexistent
0
31
139
2
0
0
admin.
married
high school
no
yes
no
cellular
apr
fri
nonexistent
0
32
153
3
0
0
unemployed
single
high school
no
no
no
telephone
may
wed
nonexistent
0
20
361
3
6
3
student
single
experience
no
yes
no
cellular
jul
thu
success
1
46
151
5
0
0
services
married
Others
unknown
yes
no
cellular
aug
mon
nonexistent
0
39
120
1
0
1
blue-collar
married
experience
unknown
yes
yes
cellular
apr
wed
failure
0
57
149
5
0
1
retired
divorced
experience
no
yes
no
telephone
may
tue
failure
0
21
258
4
0
1
student
single
high school
no
no
no
cellular
apr
mon
failure
0
33
576
1
0
0
admin.
married
university degree
no
yes
no
telephone
may
fri
nonexistent
0
54
42
1
0
0
management
married
university degree
no
yes
no
cellular
jun
wed
nonexistent
0
50
63
1
0
0
management
single
university degree
no
yes
yes
telephone
may
fri
nonexistent
0
32
70
1
0
0
admin.
married
high school
no
no
no
telephone
may
thu
nonexistent
0
44
161
2
0
0
services
single
high school
no
yes
no
cellular
may
fri
nonexistent
0
29
214
5
0
0
admin.
single
university degree
no
yes
no
cellular
aug
mon
nonexistent
0
31
267
4
0
0
blue-collar
married
experience
no
no
no
telephone
may
thu
nonexistent
0
48
92
2
0
0
admin.
married
experience
no
yes
no
cellular
aug
tue
nonexistent
0
46
87
1
0
0
blue-collar
married
experience
no
no
no
cellular
may
thu
nonexistent
0
51
178
2
0
1
blue-collar
married
experience
no
yes
yes
cellular
nov
mon
failure
0
27
408
2
0
0
blue-collar
married
experience
no
yes
no
telephone
may
fri
nonexistent
0
38
993
4
3
1
technician
married
professional.course
no
yes
no
cellular
jun
tue
success
1
46
111
2
0
0
management
married
university degree
no
yes
no
cellular
nov
wed
nonexistent
0
30
132
1
0
0
technician
single
university degree
no
no
yes
cellular
aug
mon
nonexistent
0
39
323
3
0
0
admin.
married
professional.course
no
no
yes
cellular
aug
fri
nonexistent
0
47
63
5
0
1
technician
married
professional.course
no
yes
no
cellular
jun
fri
failure
0
28
244
2
0
0
blue-collar
single
experience
no
no
no
telephone
may
wed
nonexistent
0
41
206
1
0
0
technician
married
university degree
no
no
no
telephone
may
fri
nonexistent
0
51
228
2
0
0
admin.
married
experience
unknown
yes
no
cellular
jul
wed
nonexistent
0
39
22
1
0
0
unemployed
single
high school
no
yes
no
telephone
apr
mon
nonexistent
0
50
177
2
0
1
admin.
married
high school
no
no
no
cellular
apr
mon
failure
0
40
153
1
0
0
blue-collar
married
experience
unknown
yes
no
telephone
may
mon
nonexistent
0
53
168
3
0
0
admin.
married
experience
unknown
yes
no
telephone
may
fri
nonexistent
0
28
206
2
0
0
technician
single
high school
no
no
no
cellular
jul
tue
nonexistent
0
21
54
4
0
0
technician
single
professional.course
no
no
no
telephone
jun
wed
nonexistent
0
72
589
3
0
0
retired
single
university degree
no
yes
yes
cellular
may
fri
nonexistent
0
30
217
2
0
0
management
married
university degree
no
yes
no
cellular
jul
wed
nonexistent
0
41
410
3
0
0
technician
married
professional.course
no
yes
no
cellular
jul
thu
nonexistent
0
54
220
1
12
1
admin.
married
high school
no
no
no
cellular
apr
mon
success
1
33
10
6
0
0
blue-collar
divorced
experience
no
no
no
cellular
apr
mon
nonexistent
0
56
199
5
9
1
retired
divorced
university degree
no
yes
no
cellular
apr
mon
success
1
29
103
1
0
0
management
single
university degree
no
yes
no
telephone
nov
wed
nonexistent
0
44
96
8
0
0
management
divorced
university degree
no
yes
no
telephone
jun
mon
nonexistent
0
31
128
6
0
0
admin.
divorced
high school
no
no
no
cellular
jul
thu
nonexistent
0
40
481
3
0
0
admin.
divorced
experience
no
yes
yes
cellular
jul
fri
nonexistent
0
39
254
1
0
0
unemployed
single
experience
unknown
yes
no
telephone
may
fri
nonexistent
0
51
151
4
0
0
admin.
married
illiterate
unknown
no
no
cellular
jul
mon
nonexistent
0
35
107
1
0
0
services
married
high school
unknown
yes
no
telephone
jun
thu
nonexistent
0
46
165
2
0
0
housemaid
married
experience
no
no
no
telephone
may
tue
nonexistent
0
49
448
5
0
0
housemaid
married
experience
no
yes
no
cellular
aug
fri
nonexistent
0
43
134
1
0
0
blue-collar
married
experience
no
no
no
telephone
may
thu
nonexistent
0
46
401
2
0
0
blue-collar
married
experience
unknown
no
no
telephone
may
wed
nonexistent
0
38
295
2
0
0
admin.
married
high school
no
unknown
unknown
cellular
may
fri
nonexistent
0
49
162
1
0
0
technician
married
professional.course
unknown
no
no
cellular
aug
tue
nonexistent
0
48
229
2
0
0
admin.
married
university degree
unknown
yes
no
cellular
aug
tue
nonexistent
0
41
269
7
6
3
admin.
married
university degree
no
yes
no
cellular
jul
fri
success
1
46
113
1
0
0
blue-collar
married
experience
no
yes
no
cellular
may
wed
nonexistent
0
40
18
5
0
1
admin.
single
high school
no
no
no
cellular
may
mon
failure
0
57
253
1
0
0
retired
married
experience
unknown
yes
yes
cellular
jul
wed
nonexistent
0
26
649
2
0
0
blue-collar
married
professional.course
no
yes
no
cellular
may
thu
nonexistent
0
34
148
5
0
0
admin.
single
experience
no
yes
no
telephone
jun
fri
nonexistent
0
31
173
1
0
0
admin.
married
university degree
no
yes
yes
cellular
may
mon
nonexistent
0
26
133
2
0
1
admin.
single
university degree
no
no
no
cellular
oct
fri
failure
0
39
173
3
0
0
services
married
high school
unknown
yes
no
telephone
jul
mon
nonexistent
0
35
520
3
0
2
blue-collar
married
experience
no
no
yes
cellular
dec
thu
failure
1
34
247
1
0
0
management
married
university degree
no
yes
no
telephone
may
fri
nonexistent
0
30
268
2
0
0
admin.
married
high school
no
no
no
cellular
may
mon
nonexistent
0
53
195
1
0
0
blue-collar
married
experience
no
yes
no
cellular
aug
thu
nonexistent
0
34
194
3
0
0
admin.
single
high school
no
no
no
telephone
may
wed
nonexistent
0
32
175
2
0
0
technician
married
university degree
no
no
no
cellular
sep
mon
nonexistent
0
36
255
3
0
0
services
single
experience
unknown
no
no
telephone
jun
mon
nonexistent
0
34
283
3
0
1
management
married
university degree
no
yes
no
telephone
may
fri
failure
0
31
367
2
0
1
admin.
married
professional.course
no
no
yes
cellular
dec
mon
failure
0
29
226
1
0
0
admin.
single
university degree
unknown
no
no
cellular
may
mon
nonexistent
0
33
57
11
0
0
admin.
single
high school
no
no
no
cellular
may
fri
nonexistent
0
58
679
4
0
0
admin.
divorced
university degree
no
yes
no
cellular
aug
tue
nonexistent
0
58
166
3
0
0
blue-collar
married
experience
no
yes
no
cellular
aug
tue
nonexistent
0
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