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Age
float64
3
71
Duration(Sec)
int64
3
1.35k
CC Contact Freq
int64
1
28
Days Since PC
int64
0
12
PC Contact Freq
int64
0
3
Job
stringclasses
12 values
Marital Status
stringclasses
3 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
29
235
2
0
0
admin.
married
university degree
no
no
no
cellular
aug
mon
nonexistent
0
34
85
2
0
0
technician
married
university degree
no
no
no
cellular
jul
thu
nonexistent
0
51
110
3
0
0
retired
married
university degree
unknown
no
no
cellular
jul
thu
nonexistent
0
33
123
2
0
0
technician
married
professional.course
no
no
no
telephone
may
wed
nonexistent
0
37
58
1
0
0
management
single
university degree
no
yes
no
cellular
may
tue
nonexistent
0
43
173
1
0
0
housemaid
single
experience
no
no
no
cellular
nov
tue
nonexistent
0
49
96
1
0
0
management
married
university degree
no
no
no
cellular
nov
mon
nonexistent
0
31
239
3
0
0
admin.
single
university degree
no
yes
no
cellular
aug
mon
nonexistent
0
31
98
2
0
0
admin.
single
university degree
no
yes
no
cellular
apr
mon
nonexistent
0
32
210
2
0
0
blue-collar
married
experience
unknown
no
no
telephone
may
tue
nonexistent
0
27
176
2
0
1
blue-collar
single
experience
no
no
no
cellular
may
tue
failure
0
52
272
1
0
0
management
married
university degree
unknown
no
no
cellular
jul
wed
nonexistent
0
30
165
1
0
0
admin.
married
university degree
no
no
no
cellular
aug
thu
nonexistent
0
47
63
2
0
0
retired
married
experience
unknown
no
no
telephone
jun
fri
nonexistent
0
33
100
2
0
0
blue-collar
single
experience
unknown
no
no
cellular
may
thu
nonexistent
0
31
270
3
0
0
technician
married
professional.course
no
yes
no
cellular
aug
fri
nonexistent
0
35
65
4
0
1
admin.
married
university degree
no
no
yes
telephone
may
wed
failure
0
39
198
1
0
0
blue-collar
married
experience
no
no
no
telephone
may
tue
nonexistent
0
32
211
4
0
0
admin.
single
university degree
no
no
no
cellular
aug
thu
nonexistent
0
36
189
1
0
0
admin.
single
high school
no
no
no
cellular
may
tue
nonexistent
0
30
286
3
0
0
admin.
married
university degree
no
yes
no
cellular
aug
mon
nonexistent
0
25
692
1
0
0
blue-collar
single
experience
no
no
no
cellular
jul
thu
nonexistent
0
35
354
1
0
0
technician
divorced
professional.course
no
no
no
cellular
may
fri
nonexistent
0
22
270
1
0
0
blue-collar
single
experience
unknown
unknown
unknown
telephone
may
tue
nonexistent
0
59
535
2
0
0
admin.
married
university degree
no
yes
yes
telephone
may
thu
nonexistent
0
30
422
1
0
1
admin.
divorced
high school
no
yes
no
cellular
may
wed
failure
0
36
67
1
0
0
admin.
married
university degree
no
yes
no
telephone
jun
wed
nonexistent
0
33
92
3
0
0
admin.
divorced
university degree
no
no
no
telephone
jun
fri
nonexistent
0
34
7
5
0
0
blue-collar
married
experience
no
yes
no
telephone
apr
mon
nonexistent
0
31
301
4
0
0
self-employed
married
experience
no
no
no
telephone
may
thu
nonexistent
0
34
245
1
0
0
self-employed
single
university degree
no
yes
no
cellular
may
tue
nonexistent
0
51
148
4
0
0
services
single
high school
unknown
yes
no
telephone
may
thu
nonexistent
0
38
189
1
0
0
admin.
single
university degree
no
no
no
telephone
may
tue
nonexistent
0
31
197
1
0
1
blue-collar
single
high school
no
yes
no
cellular
may
fri
failure
0
46
180
4
0
0
blue-collar
single
experience
unknown
no
no
cellular
jul
mon
nonexistent
0
48
348
1
0
0
entrepreneur
married
experience
no
no
no
telephone
may
thu
nonexistent
0
56
131
5
0
1
entrepreneur
married
high school
no
yes
no
cellular
aug
wed
failure
0
40
255
6
0
0
entrepreneur
married
experience
no
yes
no
telephone
may
thu
nonexistent
0
36
98
6
0
0
retired
married
high school
no
yes
no
cellular
apr
thu
nonexistent
0
45
141
3
0
0
admin.
divorced
university degree
no
yes
no
cellular
aug
mon
nonexistent
0
37
56
3
0
0
unemployed
married
high school
no
no
no
telephone
may
tue
nonexistent
0
33
335
2
0
0
admin.
single
university degree
no
no
no
telephone
jun
mon
nonexistent
0
33
1,345
3
0
0
services
married
high school
unknown
yes
no
telephone
jun
tue
nonexistent
1
38
147
1
0
0
technician
married
university degree
no
yes
no
cellular
may
wed
nonexistent
0
30
88
1
0
1
self-employed
single
university degree
no
yes
no
cellular
nov
thu
failure
0
39
247
1
4
1
technician
married
professional.course
no
yes
no
cellular
aug
mon
success
0
29
380
1
0
0
services
married
high school
no
yes
yes
cellular
may
tue
nonexistent
0
36
265
1
0
1
management
married
university degree
no
no
no
cellular
jun
tue
failure
0
47
567
3
0
0
blue-collar
divorced
experience
unknown
yes
no
telephone
may
fri
nonexistent
0
35
95
2
0
0
admin.
married
professional.course
no
yes
yes
telephone
may
fri
nonexistent
0
38
894
1
0
0
blue-collar
single
university degree
unknown
no
no
telephone
may
fri
nonexistent
0
29
51
2
0
0
self-employed
single
university degree
no
yes
no
cellular
nov
mon
nonexistent
0
34
228
1
0
0
technician
married
high school
no
no
no
telephone
may
mon
nonexistent
0
48
158
2
0
0
services
divorced
high school
unknown
yes
yes
telephone
may
mon
nonexistent
0
71
182
1
0
1
retired
married
Others
no
yes
yes
cellular
dec
thu
failure
0
42
139
1
0
0
technician
married
university degree
no
yes
no
cellular
aug
thu
nonexistent
0
37
77
2
0
0
services
divorced
high school
no
yes
no
telephone
may
mon
nonexistent
0
55
148
4
0
0
blue-collar
divorced
experience
unknown
no
no
telephone
may
wed
nonexistent
0
33
252
1
6
1
admin.
married
high school
no
yes
no
cellular
aug
mon
success
0
36
255
2
3
1
services
married
university degree
no
no
yes
cellular
jun
tue
success
1
18
385
1
3
1
student
single
Others
no
no
no
cellular
sep
thu
success
1
32
322
4
0
0
blue-collar
married
experience
no
no
no
cellular
nov
thu
nonexistent
0
43
743
1
0
0
self-employed
married
high school
unknown
no
no
cellular
apr
wed
nonexistent
0
47
131
1
0
0
blue-collar
married
professional.course
unknown
yes
no
telephone
may
wed
nonexistent
0
51
201
3
0
1
admin.
married
university degree
no
yes
yes
cellular
mar
fri
failure
0
46
235
2
0
0
technician
married
professional.course
unknown
no
no
cellular
aug
tue
nonexistent
0
52
161
4
0
0
blue-collar
married
high school
no
no
no
cellular
aug
fri
nonexistent
0
41
653
2
0
0
unknown
married
Others
no
yes
yes
cellular
aug
mon
nonexistent
0
33
498
1
0
1
admin.
single
university degree
no
unknown
unknown
cellular
may
fri
failure
0
33
191
1
0
0
admin.
single
high school
no
no
no
cellular
jul
fri
nonexistent
0
35
188
1
0
0
blue-collar
married
experience
no
no
yes
telephone
jun
fri
nonexistent
0
40
238
3
0
0
management
married
high school
no
no
no
telephone
may
wed
nonexistent
0
29
215
3
0
0
blue-collar
single
experience
no
yes
no
telephone
jun
thu
nonexistent
0
32
293
2
0
0
blue-collar
married
experience
no
yes
no
cellular
may
tue
nonexistent
0
43
321
1
0
0
admin.
divorced
experience
no
yes
no
cellular
may
wed
nonexistent
0
36
52
2
0
0
blue-collar
married
high school
no
no
no
cellular
nov
thu
nonexistent
0
46
119
3
0
0
technician
single
university degree
no
no
no
cellular
aug
thu
nonexistent
0
47
144
8
0
0
admin.
married
high school
unknown
no
no
cellular
aug
thu
nonexistent
0
44
46
1
0
0
services
married
high school
unknown
yes
no
cellular
nov
fri
nonexistent
0
36
260
1
0
0
blue-collar
single
high school
no
yes
yes
telephone
may
mon
nonexistent
0
56
57
1
0
0
management
married
university degree
no
no
no
cellular
jul
thu
nonexistent
0
41
243
2
0
0
management
married
high school
no
yes
no
cellular
apr
thu
nonexistent
0
56
571
1
0
0
self-employed
married
experience
unknown
no
no
cellular
jul
fri
nonexistent
0
39
627
3
0
0
admin.
married
high school
no
yes
no
cellular
jul
mon
nonexistent
0
24
113
6
0
0
services
single
university degree
no
no
no
cellular
jul
thu
nonexistent
0
47
200
2
0
0
admin.
divorced
university degree
unknown
no
no
cellular
aug
thu
nonexistent
0
56
221
3
0
0
services
divorced
university degree
no
no
no
cellular
jul
tue
nonexistent
0
42
288
1
0
0
blue-collar
married
experience
no
yes
yes
cellular
nov
tue
nonexistent
0
42
145
3
0
0
admin.
single
high school
unknown
yes
no
cellular
jul
wed
nonexistent
0
46
485
3
0
0
entrepreneur
divorced
high school
no
no
no
telephone
jun
fri
nonexistent
0
37
70
1
0
0
student
married
professional.course
no
no
no
cellular
aug
mon
nonexistent
0
28
85
1
0
0
services
single
high school
no
yes
no
cellular
jul
wed
nonexistent
0
41
665
1
0
0
housemaid
married
university degree
no
no
no
telephone
may
thu
nonexistent
0
26
123
2
0
0
blue-collar
married
experience
no
yes
no
telephone
jun
mon
nonexistent
0
29
534
1
0
0
blue-collar
single
experience
unknown
no
no
cellular
jul
tue
nonexistent
0
47
72
1
0
0
technician
married
experience
no
no
no
telephone
jun
fri
nonexistent
0
51
89
2
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
wed
nonexistent
0
36
193
2
0
1
services
married
high school
no
yes
no
cellular
nov
mon
failure
0
37
72
12
0
0
admin.
married
university degree
no
yes
no
telephone
may
thu
nonexistent
0
32
856
1
12
2
admin.
single
university degree
no
no
no
cellular
jun
tue
success
1
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