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Age
float64
Duration(Sec)
int64
CC Contact Freq
int64
Days Since PC
int64
PC Contact Freq
int64
Job
string
Marital Status
string
Education
string
Defaulter
string
Home Loan
string
Personal Loan
string
Communication Type
string
Last Month Contacted
string
Day of Week
string
PC Outcome
string
prediction
int64
60
240
2
25
2
blue-collar
divorced
experience
no
yes
no
cellular
may
thu
nonexistent
0
60
240
2
25
2
blue-collar
divorced
experience
no
yes
no
cellular
may
thu
success
1
60
240
2
0
0
blue-collar
divorced
experience
no
yes
no
cellular
apr
fri
success
0
60
240
2
0
0
blue-collar
divorced
experience
no
no
no
cellular
apr
fri
success
0
60
240
2
0
0
blue-collar
divorced
experience
no
yes
no
cellular
apr
wed
nonexistent
0
60
240
0
0
0
blue-collar
divorced
experience
no
yes
no
cellular
apr
wed
nonexistent
0
32
240
0
0
0
blue-collar
divorced
experience
no
yes
no
cellular
apr
wed
nonexistent
0
3
3
3
3
3
admin.
married
experience
no
yes
yes
cellular
may
thu
nonexistent
0
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
41
167
7
0
0
technician
divorced
professional.course
no
no
no
cellular
aug
wed
nonexistent
0
38
79
3
0
0
technician
divorced
high school
no
no
no
cellular
aug
mon
nonexistent
0
32
691
2
14
4
technician
married
professional.course
no
no
no
cellular
oct
wed
failure
1
46
696
10
0
0
admin.
married
university degree
no
unknown
unknown
cellular
dec
fri
nonexistent
1
37
76
3
0
0
management
single
university degree
no
no
no
telephone
jun
wed
nonexistent
0
42
252
4
0
0
services
divorced
high school
no
yes
no
cellular
may
mon
nonexistent
0
45
79
1
0
0
technician
married
high school
no
yes
no
cellular
nov
tue
nonexistent
0
37
301
1
0
0
blue-collar
married
experience
no
no
no
telephone
may
fri
nonexistent
0
27
103
4
0
0
student
single
Others
no
yes
no
cellular
jun
tue
nonexistent
0
49
589
2
0
0
blue-collar
married
experience
no
no
no
cellular
may
thu
nonexistent
0
32
120
1
0
0
admin.
single
high school
no
yes
yes
cellular
apr
wed
nonexistent
0
37
258
5
0
0
blue-collar
married
experience
unknown
no
no
telephone
may
tue
nonexistent
0
30
77
4
0
0
entrepreneur
single
high school
no
no
no
telephone
may
tue
nonexistent
0
56
340
1
0
0
blue-collar
married
professional.course
no
unknown
unknown
telephone
may
fri
nonexistent
0
31
70
8
0
0
blue-collar
married
professional.course
no
no
no
telephone
jun
tue
nonexistent
0
35
220
1
0
0
blue-collar
married
experience
no
no
yes
telephone
may
thu
nonexistent
0
58
281
1
0
0
blue-collar
married
experience
no
yes
no
telephone
may
fri
nonexistent
0
30
142
2
0
0
technician
married
university degree
no
yes
no
cellular
aug
tue
nonexistent
0
19
203
1
0
3
student
single
experience
no
yes
no
cellular
may
tue
failure
0
33
209
1
0
0
blue-collar
single
experience
no
no
no
cellular
may
tue
nonexistent
0
42
77
2
0
1
services
married
high school
no
yes
yes
cellular
may
wed
failure
0
22
58
1
0
0
services
single
experience
no
no
yes
telephone
jun
thu
nonexistent
0
38
123
1
0
0
blue-collar
single
experience
no
no
no
telephone
jun
tue
nonexistent
0
43
323
1
0
0
blue-collar
married
experience
no
no
no
telephone
may
thu
nonexistent
0
33
331
3
0
0
blue-collar
single
experience
no
no
yes
cellular
may
wed
nonexistent
0
53
86
1
0
0
blue-collar
married
experience
no
no
no
cellular
jul
wed
nonexistent
0
43
1,618
2
0
0
blue-collar
married
experience
no
unknown
unknown
telephone
jun
thu
nonexistent
1
43
98
3
0
0
technician
single
professional.course
no
no
no
telephone
may
fri
nonexistent
0
45
124
1
0
0
admin.
married
experience
unknown
yes
no
telephone
may
thu
nonexistent
0
30
202
3
0
0
technician
single
high school
no
yes
no
cellular
may
wed
nonexistent
0
31
208
1
0
0
services
married
experience
no
yes
no
cellular
jun
mon
nonexistent
0
30
129
2
0
1
admin.
married
university degree
no
yes
no
cellular
may
fri
failure
0
32
185
2
0
0
services
single
high school
no
no
no
cellular
jul
fri
nonexistent
0
35
201
1
0
0
admin.
single
university degree
no
yes
yes
cellular
aug
mon
nonexistent
0
33
352
3
0
0
self-employed
divorced
university degree
no
no
no
telephone
nov
thu
nonexistent
0
34
249
1
0
0
admin.
single
university degree
no
yes
no
cellular
nov
wed
nonexistent
0
50
36
3
0
1
technician
married
experience
unknown
no
no
cellular
may
tue
failure
0
39
183
3
0
0
admin.
single
high school
no
no
no
telephone
jun
tue
nonexistent
0
55
288
2
0
0
admin.
divorced
university degree
no
yes
no
cellular
nov
mon
nonexistent
0
40
165
1
0
1
management
married
Others
no
yes
no
cellular
nov
thu
failure
0
38
311
3
0
0
admin.
married
Others
no
no
yes
cellular
jul
wed
nonexistent
0
45
105
2
0
0
management
married
university degree
no
no
no
telephone
may
wed
nonexistent
0
41
281
1
0
0
management
married
experience
no
no
no
cellular
apr
thu
nonexistent
0
53
49
2
0
0
unknown
married
experience
unknown
no
no
cellular
aug
wed
nonexistent
0
31
62
1
0
0
blue-collar
married
experience
no
no
no
telephone
jun
wed
nonexistent
0
30
215
10
0
0
unemployed
married
experience
unknown
no
no
telephone
jun
tue
nonexistent
0
32
162
2
0
0
services
married
experience
unknown
yes
no
telephone
nov
tue
nonexistent
0
32
146
3
0
1
services
married
professional.course
no
yes
no
cellular
may
tue
failure
0
30
248
2
0
0
admin.
married
university degree
no
no
no
cellular
nov
thu
nonexistent
0
31
741
1
0
0
technician
married
university degree
no
no
no
telephone
jun
thu
nonexistent
0
39
107
2
0
0
entrepreneur
married
experience
unknown
yes
yes
telephone
may
mon
nonexistent
0
57
572
1
0
0
blue-collar
married
high school
unknown
yes
no
cellular
jul
fri
nonexistent
0
36
51
2
0
0
admin.
married
university degree
no
no
no
cellular
nov
tue
nonexistent
0
27
15
8
0
0
services
married
high school
no
yes
yes
cellular
may
tue
nonexistent
0
39
160
1
0
0
services
divorced
high school
no
no
no
cellular
jul
wed
nonexistent
0
27
110
1
0
0
blue-collar
single
experience
unknown
yes
no
cellular
may
thu
nonexistent
0
60
135
5
0
0
retired
divorced
experience
unknown
yes
no
telephone
may
tue
nonexistent
0
49
958
5
0
0
admin.
married
university degree
no
no
no
cellular
aug
tue
nonexistent
1
29
74
1
0
0
admin.
single
high school
no
no
yes
cellular
jun
mon
nonexistent
0
41
191
1
0
0
technician
divorced
university degree
no
yes
no
cellular
aug
fri
nonexistent
0
49
35
1
0
1
blue-collar
married
experience
no
yes
no
cellular
nov
fri
failure
0
57
589
2
0
0
management
married
university degree
no
yes
no
cellular
nov
wed
nonexistent
0
35
113
1
0
0
management
married
university degree
no
yes
no
cellular
nov
mon
nonexistent
0
36
66
1
0
0
admin.
married
university degree
no
yes
no
cellular
oct
thu
nonexistent
0
32
194
2
0
0
blue-collar
married
experience
no
no
no
telephone
nov
tue
nonexistent
0
35
188
2
0
0
services
married
professional.course
no
yes
no
cellular
may
thu
nonexistent
0
27
297
3
0
0
blue-collar
married
experience
no
yes
no
telephone
may
tue
nonexistent
0
45
174
1
0
1
blue-collar
married
experience
no
yes
no
cellular
apr
mon
failure
0
71
120
1
0
0
retired
single
university degree
no
no
no
telephone
oct
tue
nonexistent
0
44
494
1
0
0
blue-collar
divorced
experience
no
yes
no
cellular
may
tue
nonexistent
0
50
609
2
0
1
admin.
divorced
university degree
no
yes
no
telephone
nov
mon
failure
0
58
100
1
0
0
retired
married
university degree
no
yes
no
telephone
aug
mon
nonexistent
0
60
45
2
0
0
retired
divorced
experience
unknown
yes
no
telephone
jun
thu
nonexistent
0
41
137
1
0
0
self-employed
married
experience
no
no
no
cellular
aug
thu
nonexistent
0
31
102
2
0
0
services
married
high school
no
no
no
telephone
may
mon
nonexistent
0
27
185
1
0
0
admin.
single
high school
no
no
no
cellular
jul
tue
nonexistent
0
41
434
3
0
1
blue-collar
married
experience
no
yes
no
cellular
may
thu
failure
0
52
97
1
0
0
technician
married
experience
no
no
no
telephone
may
fri
nonexistent
0
50
135
1
0
0
management
married
high school
unknown
yes
no
telephone
jun
tue
nonexistent
0
49
124
1
0
0
management
divorced
high school
unknown
no
no
telephone
may
mon
nonexistent
0
46
399
1
0
1
admin.
married
university degree
no
yes
no
cellular
aug
thu
failure
0
58
91
1
0
0
housemaid
married
experience
no
no
no
cellular
may
mon
nonexistent
0
53
148
5
0
0
blue-collar
married
experience
unknown
yes
no
cellular
aug
fri
nonexistent
0
66
201
1
3
2
housemaid
divorced
experience
no
yes
no
cellular
mar
thu
success
1
33
480
2
0
0
technician
single
professional.course
no
no
no
cellular
may
thu
nonexistent
0
45
178
1
0
0
management
married
Others
unknown
no
no
telephone
may
thu
nonexistent
0
36
136
2
0
0
admin.
married
university degree
unknown
yes
no
telephone
may
wed
nonexistent
0
37
312
6
0
0
admin.
divorced
experience
unknown
no
no
telephone
may
thu
nonexistent
0
35
112
1
0
0
admin.
married
university degree
no
yes
no
cellular
nov
wed
nonexistent
0
58
260
1
0
0
technician
married
high school
no
yes
no
cellular
aug
thu
nonexistent
0
26
524
15
0
0
unknown
single
high school
unknown
yes
yes
telephone
jun
wed
nonexistent
0
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