Age
int64
0
89
Duration(Sec)
int64
0
10k
CC Contact Freq
int64
0
42
Days Since PC
int64
0
15
PC Contact Freq
int64
0
30
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
10 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
56
136
2
0
0
retired
married
experience
no
no
no
telephone
may
mon
nonexistent
0
53
445
2
0
0
blue-collar
married
experience
no
no
no
telephone
jun
mon
nonexistent
0
42
316
1
0
0
management
married
university degree
no
no
no
cellular
nov
thu
nonexistent
0
42
101
3
0
0
services
married
experience
no
no
no
cellular
jul
mon
nonexistent
0
36
108
2
0
0
admin.
married
high school
no
no
no
telephone
may
mon
nonexistent
0
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
49
59
2
0
0
admin.
married
high school
no
yes
no
cellular
jul
fri
nonexistent
0
52
44
1
0
0
technician
married
experience
no
yes
no
cellular
nov
fri
nonexistent
0
51
135
2
0
1
technician
married
professional.course
no
yes
no
cellular
jul
thu
failure
0
45
119
2
0
1
admin.
single
experience
no
yes
yes
cellular
apr
tue
failure
0
48
135
5
0
0
unemployed
married
university degree
no
yes
no
cellular
jul
tue
nonexistent
0
39
76
1
0
0
admin.
married
high school
no
no
no
cellular
may
thu
nonexistent
0
33
25
1
0
0
services
married
experience
unknown
yes
no
telephone
jul
wed
nonexistent
0
27
193
1
0
1
admin.
single
university degree
no
yes
no
cellular
apr
thu
failure
0
31
189
2
0
0
admin.
married
high school
no
no
no
telephone
may
wed
nonexistent
0
56
176
7
0
0
self-employed
married
experience
no
yes
no
cellular
aug
thu
nonexistent
0
40
140
5
0
0
blue-collar
married
experience
no
yes
no
telephone
may
wed
nonexistent
0
29
359
1
0
0
admin.
single
university degree
no
yes
no
telephone
jun
mon
nonexistent
0
32
182
1
0
0
technician
single
university degree
no
no
no
cellular
aug
fri
nonexistent
0
44
41
3
0
0
blue-collar
married
experience
no
no
no
cellular
jul
fri
nonexistent
0
38
1,374
6
0
0
technician
married
university degree
no
yes
no
cellular
aug
mon
nonexistent
1
37
75
7
0
0
blue-collar
married
experience
no
no
no
cellular
may
tue
nonexistent
0
21
551
1
0
0
student
single
high school
no
yes
no
cellular
apr
fri
nonexistent
1
58
679
4
0
0
admin.
divorced
university degree
no
yes
no
cellular
aug
tue
nonexistent
0
59
383
2
0
2
services
married
university degree
no
yes
no
cellular
oct
mon
failure
0
39
101
9
0
0
admin.
married
university degree
unknown
yes
no
cellular
jul
thu
nonexistent
0
30
246
1
0
0
admin.
single
university degree
no
no
no
telephone
may
tue
nonexistent
0
26
93
3
0
0
student
single
high school
no
no
no
cellular
may
thu
nonexistent
0
33
212
1
0
0
technician
married
high school
unknown
no
yes
cellular
aug
wed
nonexistent
0
44
62
1
0
0
blue-collar
married
experience
no
no
no
cellular
nov
thu
nonexistent
0
52
410
3
0
0
admin.
married
high school
unknown
yes
no
cellular
jul
fri
nonexistent
0
41
49
1
0
0
admin.
single
high school
no
no
no
telephone
oct
tue
nonexistent
0
23
213
2
15
1
student
single
professional.course
no
no
no
cellular
sep
wed
success
1
35
161
2
0
0
technician
married
professional.course
no
no
no
telephone
may
wed
nonexistent
0
34
145
2
0
0
admin.
married
university degree
no
no
no
cellular
jul
tue
nonexistent
0
58
156
5
0
0
retired
married
university degree
unknown
no
no
cellular
aug
thu
nonexistent
0
42
14
15
0
0
admin.
single
university degree
no
yes
no
telephone
may
fri
nonexistent
0
31
71
16
0
0
technician
single
professional.course
no
no
no
cellular
aug
fri
nonexistent
0
33
125
2
0
0
entrepreneur
married
university degree
no
yes
yes
cellular
jul
mon
nonexistent
0
38
122
2
0
0
admin.
married
experience
no
yes
yes
cellular
nov
wed
nonexistent
0
32
90
1
0
0
technician
single
university degree
no
yes
no
cellular
aug
mon
nonexistent
0
38
80
1
0
0
technician
single
university degree
no
yes
no
cellular
aug
fri
nonexistent
0
25
121
4
0
0
admin.
married
university degree
no
no
no
telephone
jun
mon
nonexistent
0
23
80
1
0
0
student
single
high school
no
no
no
cellular
aug
mon
nonexistent
0
60
237
1
0
0
retired
divorced
experience
unknown
no
yes
telephone
may
fri
nonexistent
0
31
97
2
0
1
admin.
married
high school
no
yes
no
cellular
nov
tue
failure
0
44
186
2
0
0
admin.
married
university degree
no
no
no
cellular
jul
thu
nonexistent
0
36
117
2
0
0
management
married
experience
no
no
no
telephone
may
fri
nonexistent
0
51
118
3
0
0
retired
married
professional.course
no
no
no
telephone
may
mon
nonexistent
0
38
474
2
0
0
technician
single
professional.course
unknown
no
no
telephone
may
wed
nonexistent
0
31
141
1
0
0
blue-collar
married
experience
no
yes
no
telephone
may
thu
nonexistent
0
44
198
1
0
0
blue-collar
married
high school
no
yes
no
cellular
may
fri
nonexistent
0
24
696
1
0
2
unknown
single
university degree
no
yes
yes
cellular
jun
tue
failure
1
55
303
2
0
0
unemployed
married
university degree
no
yes
no
cellular
nov
thu
nonexistent
0
43
566
2
0
0
unknown
married
university degree
no
no
no
telephone
may
wed
nonexistent
0
31
130
2
0
2
management
married
university degree
no
no
yes
cellular
may
thu
failure
0
52
495
1
3
1
technician
married
professional.course
no
yes
no
cellular
nov
fri
success
1
40
96
1
0
0
technician
married
professional.course
unknown
no
no
telephone
jun
mon
nonexistent
0
60
50
1
0
0
retired
divorced
experience
no
yes
no
telephone
jul
tue
nonexistent
0
50
705
1
0
0
technician
married
experience
no
no
no
cellular
nov
fri
nonexistent
0
31
246
2
0
0
blue-collar
married
experience
no
no
no
cellular
jul
mon
nonexistent
0
59
157
3
0
0
admin.
divorced
high school
no
unknown
unknown
telephone
may
wed
nonexistent
0
48
19
1
0
0
admin.
married
experience
unknown
no
no
telephone
may
wed
nonexistent
0
32
123
16
0
0
entrepreneur
divorced
university degree
no
no
no
cellular
jul
fri
nonexistent
0
30
55
5
0
0
admin.
married
university degree
no
unknown
unknown
cellular
aug
thu
nonexistent
0
37
360
2
0
0
technician
married
university degree
no
no
no
telephone
may
wed
nonexistent
0
41
1,204
1
0
0
entrepreneur
single
high school
no
yes
no
cellular
jul
thu
nonexistent
1
37
23
2
0
0
admin.
married
university degree
no
yes
no
telephone
jun
mon
nonexistent
0
36
47
1
0
0
blue-collar
married
experience
no
yes
no
telephone
may
mon
nonexistent
0
48
583
1
0
0
blue-collar
divorced
experience
unknown
unknown
unknown
telephone
jun
thu
nonexistent
0
32
583
1
5
1
blue-collar
married
experience
no
no
no
cellular
apr
thu
success
1
43
325
1
0
0
technician
married
Others
unknown
yes
yes
telephone
may
mon
nonexistent
0
49
122
1
0
0
blue-collar
married
experience
no
no
no
telephone
may
fri
nonexistent
0
30
176
1
0
0
blue-collar
married
experience
unknown
yes
no
cellular
may
wed
nonexistent
0
42
82
3
0
0
blue-collar
married
Others
unknown
no
no
telephone
jun
wed
nonexistent
0
36
59
1
3
1
technician
married
university degree
no
no
no
cellular
jun
mon
success
0
38
490
1
0
0
admin.
single
university degree
no
yes
no
telephone
sep
tue
nonexistent
0
50
129
1
0
1
services
married
high school
no
yes
no
cellular
nov
tue
failure
0
47
381
3
0
0
admin.
divorced
university degree
no
no
no
cellular
aug
wed
nonexistent
0
52
130
5
0
0
technician
married
professional.course
no
no
no
cellular
jun
mon
nonexistent
0
50
454
1
0
0
services
married
high school
no
no
no
cellular
may
fri
nonexistent
0
53
414
2
0
1
management
divorced
university degree
unknown
no
no
cellular
apr
mon
failure
0
41
239
3
0
0
entrepreneur
married
university degree
unknown
yes
no
telephone
may
mon
nonexistent
0
37
166
1
0
0
services
married
experience
no
yes
no
cellular
may
thu
nonexistent
0
39
226
2
0
0
technician
married
experience
no
yes
no
cellular
apr
tue
nonexistent
0
35
379
4
0
0
admin.
married
university degree
no
yes
no
telephone
may
thu
nonexistent
0
36
305
7
0
0
admin.
married
high school
no
yes
no
telephone
jul
tue
nonexistent
0
34
1,329
2
0
0
technician
married
high school
no
yes
yes
cellular
nov
thu
nonexistent
1
48
1,111
3
0
0
blue-collar
married
experience
unknown
no
no
cellular
aug
thu
nonexistent
1
55
33
1
0
0
services
married
high school
unknown
no
no
cellular
aug
mon
nonexistent
0
49
108
1
0
0
blue-collar
married
high school
unknown
yes
no
cellular
nov
mon
nonexistent
0
40
246
4
0
1
services
married
high school
no
no
no
cellular
may
wed
failure
0
26
236
5
0
0
blue-collar
married
experience
no
no
no
cellular
jul
wed
nonexistent
0
34
384
7
0
0
admin.
single
university degree
no
yes
yes
cellular
may
thu
nonexistent
0
36
279
1
0
1
blue-collar
single
experience
no
yes
no
cellular
may
thu
failure
0
59
1,397
3
0
1
blue-collar
married
experience
no
no
no
cellular
apr
mon
failure
1
54
352
3
0
1
blue-collar
married
experience
no
unknown
unknown
cellular
may
mon
failure
0
25
29
1
0
0
admin.
married
high school
no
yes
no
telephone
jul
mon
nonexistent
0
44
181
2
0
0
entrepreneur
married
high school
no
yes
no
telephone
may
thu
nonexistent
0