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Age
float64
3
84
Duration(Sec)
int64
3
1.55k
CC Contact Freq
int64
1
24
Days Since PC
int64
0
12
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
10 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
42
1,002
5
0
0
self-employed
married
university degree
no
yes
no
telephone
may
mon
nonexistent
0
32
310
1
0
0
unemployed
single
professional.course
no
yes
yes
cellular
jun
wed
nonexistent
0
44
227
2
0
0
services
married
experience
unknown
yes
no
cellular
aug
tue
nonexistent
0
60
503
2
5
2
housemaid
married
experience
no
yes
no
cellular
jul
thu
success
1
34
38
2
0
0
entrepreneur
single
experience
no
yes
no
cellular
jul
tue
nonexistent
0
26
153
1
0
0
admin.
single
university degree
no
yes
no
cellular
jul
wed
nonexistent
0
51
92
1
0
0
services
married
high school
no
yes
no
telephone
may
wed
nonexistent
0
46
234
3
0
0
management
married
university degree
no
yes
no
telephone
jun
thu
nonexistent
0
59
767
5
0
0
retired
married
university degree
unknown
no
no
cellular
jul
wed
nonexistent
0
29
1,042
2
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
thu
nonexistent
1
44
787
1
0
0
blue-collar
married
experience
unknown
no
no
cellular
aug
tue
nonexistent
0
32
1,224
8
0
0
blue-collar
married
experience
no
no
no
telephone
may
tue
nonexistent
0
32
100
1
0
0
technician
single
university degree
no
yes
no
cellular
jul
thu
nonexistent
0
41
911
2
0
0
self-employed
divorced
professional.course
no
no
no
cellular
jul
fri
nonexistent
0
51
79
6
0
0
management
married
experience
no
yes
yes
cellular
jul
thu
nonexistent
0
34
416
1
0
0
management
married
university degree
no
yes
no
cellular
apr
fri
nonexistent
0
34
101
2
0
0
services
divorced
high school
no
no
yes
cellular
jul
tue
nonexistent
0
53
21
18
0
0
blue-collar
married
experience
unknown
yes
no
telephone
jun
fri
nonexistent
0
54
398
5
0
0
management
married
experience
no
yes
no
telephone
may
fri
nonexistent
0
32
55
2
0
0
admin.
single
university degree
no
unknown
unknown
cellular
jul
mon
nonexistent
0
39
145
1
0
0
blue-collar
married
professional.course
no
yes
no
cellular
may
wed
nonexistent
0
31
433
2
0
0
admin.
single
high school
no
no
no
cellular
may
thu
nonexistent
0
48
135
1
0
0
management
married
high school
unknown
no
no
cellular
aug
tue
nonexistent
0
31
144
9
0
0
unemployed
single
experience
no
yes
no
telephone
nov
fri
nonexistent
0
44
210
2
0
0
entrepreneur
single
university degree
no
yes
no
cellular
may
fri
nonexistent
0
34
560
1
0
0
technician
single
university degree
no
yes
no
cellular
jul
thu
nonexistent
0
31
230
3
0
0
housemaid
married
university degree
no
no
yes
telephone
jun
tue
nonexistent
0
40
189
7
0
0
services
single
high school
unknown
no
no
telephone
may
wed
nonexistent
0
56
130
3
0
0
retired
married
experience
no
no
no
cellular
nov
tue
nonexistent
0
34
118
1
0
0
admin.
divorced
university degree
no
yes
no
cellular
may
tue
nonexistent
0
29
198
1
0
0
blue-collar
single
Others
no
no
no
telephone
may
tue
nonexistent
0
30
173
2
6
2
technician
unknown
university degree
no
no
no
cellular
mar
mon
success
1
32
1,531
1
0
0
technician
single
high school
no
yes
no
cellular
may
tue
nonexistent
1
35
213
4
0
0
technician
single
professional.course
no
yes
no
cellular
may
mon
nonexistent
0
45
19
3
0
0
blue-collar
married
experience
unknown
yes
yes
telephone
jun
fri
nonexistent
0
32
853
2
0
0
student
single
high school
no
yes
no
cellular
jul
thu
nonexistent
1
33
98
2
0
0
admin.
married
high school
no
no
no
cellular
jul
fri
nonexistent
0
46
258
1
0
0
housemaid
married
high school
no
yes
no
cellular
aug
fri
nonexistent
0
33
26
1
0
0
admin.
married
experience
no
yes
yes
telephone
may
wed
nonexistent
0
47
417
5
0
0
technician
divorced
high school
no
no
yes
cellular
jul
thu
nonexistent
0
52
83
1
0
0
services
divorced
high school
no
yes
no
telephone
jun
thu
nonexistent
0
43
153
1
0
0
admin.
married
high school
unknown
yes
no
cellular
jun
mon
nonexistent
0
33
178
8
0
1
admin.
married
professional.course
no
no
yes
cellular
may
thu
failure
0
40
143
3
0
1
unemployed
married
experience
no
no
no
cellular
jun
mon
failure
0
37
114
4
0
2
admin.
single
high school
no
yes
yes
cellular
jul
thu
failure
0
29
126
1
0
0
admin.
single
high school
no
yes
no
cellular
jul
wed
nonexistent
0
33
401
1
0
0
technician
single
professional.course
no
unknown
unknown
cellular
nov
wed
nonexistent
0
39
51
2
0
0
admin.
single
high school
unknown
yes
no
telephone
may
thu
nonexistent
0
27
160
3
0
0
blue-collar
single
experience
unknown
yes
no
telephone
jul
thu
nonexistent
0
43
104
1
0
0
admin.
married
university degree
no
no
no
cellular
apr
thu
nonexistent
0
38
95
3
0
0
self-employed
divorced
experience
no
yes
no
telephone
may
tue
nonexistent
0
50
67
1
0
1
blue-collar
married
experience
no
no
no
cellular
may
fri
failure
0
48
12
24
0
0
blue-collar
married
professional.course
no
yes
yes
telephone
jun
fri
nonexistent
0
40
1,550
1
0
0
blue-collar
married
experience
no
no
no
cellular
apr
mon
nonexistent
1
56
104
2
0
0
retired
married
university degree
no
yes
yes
cellular
mar
mon
nonexistent
0
40
127
3
0
0
blue-collar
married
experience
unknown
yes
no
cellular
jul
mon
nonexistent
0
37
296
3
0
0
housemaid
single
university degree
no
no
no
cellular
oct
tue
nonexistent
0
48
149
2
0
0
admin.
married
university degree
unknown
no
no
telephone
may
wed
nonexistent
0
43
210
1
0
0
admin.
married
high school
no
yes
no
cellular
aug
mon
nonexistent
0
56
73
1
0
0
technician
married
professional.course
no
no
yes
telephone
may
fri
nonexistent
0
48
67
1
0
0
admin.
married
Others
unknown
no
no
cellular
nov
tue
nonexistent
0
29
23
2
0
1
admin.
single
high school
no
yes
no
cellular
nov
thu
failure
0
34
94
3
0
0
technician
married
university degree
no
yes
no
cellular
aug
fri
nonexistent
0
36
150
1
0
0
technician
married
professional.course
no
no
no
telephone
may
tue
nonexistent
0
61
147
1
0
0
retired
married
university degree
no
no
no
telephone
sep
mon
nonexistent
0
45
980
2
0
0
admin.
divorced
high school
no
yes
no
cellular
nov
fri
nonexistent
1
43
585
3
0
0
unemployed
married
high school
no
yes
no
telephone
may
wed
nonexistent
0
44
112
1
0
0
technician
divorced
professional.course
no
no
no
telephone
jun
thu
nonexistent
0
49
667
3
0
0
blue-collar
married
experience
unknown
no
yes
telephone
may
wed
nonexistent
0
36
238
3
0
0
admin.
married
university degree
no
yes
yes
telephone
may
thu
nonexistent
0
27
77
2
0
0
management
single
university degree
no
yes
no
cellular
may
mon
nonexistent
0
29
122
3
0
0
admin.
single
university degree
no
no
no
telephone
may
tue
nonexistent
0
34
231
3
0
0
blue-collar
married
experience
no
no
no
cellular
apr
mon
nonexistent
0
55
86
7
0
0
entrepreneur
divorced
university degree
no
yes
yes
telephone
may
mon
nonexistent
0
56
57
2
0
0
admin.
divorced
Others
no
no
no
telephone
jun
thu
nonexistent
0
31
466
1
0
0
management
single
university degree
no
yes
no
cellular
nov
tue
nonexistent
0
58
107
4
0
0
entrepreneur
married
university degree
unknown
no
no
telephone
may
fri
nonexistent
0
36
260
1
0
0
blue-collar
single
high school
no
yes
yes
telephone
may
mon
nonexistent
0
51
204
2
0
0
unemployed
married
high school
unknown
yes
no
telephone
jun
wed
nonexistent
0
49
49
3
0
0
blue-collar
married
experience
no
yes
no
telephone
may
wed
nonexistent
0
40
141
1
0
0
self-employed
married
university degree
no
yes
no
cellular
aug
thu
nonexistent
0
56
235
1
0
0
retired
married
high school
no
unknown
unknown
cellular
aug
tue
nonexistent
0
41
706
9
0
0
admin.
single
university degree
no
yes
no
cellular
jul
fri
nonexistent
0
32
206
1
0
1
admin.
single
university degree
no
yes
no
cellular
jul
tue
failure
0
42
431
1
0
0
admin.
married
university degree
no
no
no
telephone
may
thu
nonexistent
0
37
180
2
0
1
blue-collar
married
experience
no
no
no
cellular
apr
wed
failure
0
29
321
2
0
0
admin.
divorced
experience
no
yes
no
cellular
apr
fri
nonexistent
0
49
381
2
0
0
admin.
divorced
high school
no
no
no
cellular
apr
wed
nonexistent
0
43
163
1
0
0
admin.
single
university degree
no
yes
no
cellular
nov
fri
nonexistent
0
59
160
3
0
0
self-employed
married
experience
no
yes
no
cellular
aug
wed
nonexistent
0
32
240
1
0
0
housemaid
married
experience
no
yes
no
cellular
may
fri
nonexistent
0
26
11
8
0
0
blue-collar
married
experience
unknown
yes
no
cellular
may
fri
nonexistent
0
50
64
1
0
0
admin.
divorced
high school
unknown
no
no
cellular
aug
wed
nonexistent
0
50
193
2
0
0
blue-collar
married
experience
unknown
unknown
unknown
telephone
may
fri
nonexistent
0
55
120
1
0
0
retired
married
professional.course
no
yes
yes
cellular
nov
mon
nonexistent
0
34
327
1
0
0
entrepreneur
married
professional.course
no
no
no
cellular
aug
wed
nonexistent
0
57
158
3
0
0
admin.
single
experience
no
yes
no
cellular
jul
wed
nonexistent
0
51
241
3
0
0
blue-collar
married
professional.course
no
yes
no
cellular
dec
wed
nonexistent
0
57
564
2
0
0
admin.
married
university degree
no
yes
no
cellular
jul
mon
nonexistent
0
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