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Age
float64
3
75
Duration(Sec)
int64
3
1.32k
CC Contact Freq
int64
1
19
Days Since PC
int64
0
10
PC Contact Freq
int64
0
3
Job
stringclasses
10 values
Marital Status
stringclasses
3 values
Education
stringclasses
4 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
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
37
445
1
0
1
services
single
high school
no
yes
no
cellular
may
wed
failure
0
31
12
10
0
0
admin.
divorced
high school
no
no
no
cellular
aug
thu
nonexistent
0
29
63
4
0
0
admin.
married
university degree
no
yes
no
cellular
aug
fri
nonexistent
0
54
200
1
0
0
unemployed
married
experience
no
yes
no
cellular
oct
wed
nonexistent
0
55
89
2
0
0
management
divorced
university degree
unknown
no
no
cellular
nov
fri
nonexistent
0
49
259
1
0
0
technician
married
professional.course
no
yes
no
cellular
nov
mon
nonexistent
0
57
45
2
0
0
blue-collar
divorced
experience
no
yes
no
telephone
jun
tue
nonexistent
0
50
286
1
0
0
entrepreneur
married
experience
no
yes
no
cellular
nov
tue
nonexistent
0
31
214
1
0
0
technician
married
university degree
no
yes
no
cellular
aug
thu
nonexistent
0
55
249
1
0
0
blue-collar
married
experience
no
yes
no
cellular
may
wed
nonexistent
0
48
158
2
0
0
blue-collar
married
experience
no
yes
no
telephone
may
wed
nonexistent
0
50
407
1
0
0
admin.
married
university degree
no
yes
no
telephone
jun
wed
nonexistent
0
47
135
1
0
0
housemaid
married
experience
no
no
no
cellular
aug
thu
nonexistent
0
50
311
1
0
0
self-employed
married
experience
unknown
yes
no
cellular
aug
mon
nonexistent
0
47
159
1
0
0
blue-collar
single
experience
unknown
no
no
cellular
may
wed
nonexistent
0
48
627
2
5
3
blue-collar
married
experience
unknown
yes
no
cellular
apr
thu
failure
0
39
187
1
0
0
services
divorced
high school
no
no
yes
cellular
jul
thu
nonexistent
0
24
393
3
0
0
admin.
single
university degree
no
yes
no
cellular
apr
mon
nonexistent
0
60
124
1
0
0
self-employed
married
university degree
no
no
no
cellular
aug
thu
nonexistent
0
42
92
3
0
0
blue-collar
married
experience
unknown
no
no
telephone
may
thu
nonexistent
0
50
166
1
0
0
technician
married
professional.course
no
no
yes
cellular
nov
tue
nonexistent
0
51
200
2
0
0
blue-collar
married
experience
unknown
no
no
cellular
jul
mon
nonexistent
0
27
259
1
0
0
blue-collar
married
experience
no
yes
no
cellular
may
tue
nonexistent
0
55
705
1
0
0
housemaid
married
university degree
no
yes
no
cellular
jul
wed
nonexistent
0
51
86
1
0
0
blue-collar
married
professional.course
no
yes
no
cellular
sep
tue
nonexistent
0
50
174
3
0
0
management
married
high school
no
yes
yes
cellular
nov
tue
nonexistent
0
26
738
2
0
0
blue-collar
single
experience
no
no
no
telephone
may
wed
nonexistent
0
46
113
1
0
0
blue-collar
married
experience
unknown
no
no
cellular
jul
fri
nonexistent
0
60
365
1
3
1
retired
married
professional.course
no
yes
no
cellular
sep
thu
success
1
56
39
8
0
0
technician
divorced
experience
no
yes
no
telephone
jun
fri
nonexistent
0
31
1,319
5
0
0
technician
married
experience
no
no
yes
cellular
jul
thu
nonexistent
1
33
106
7
0
0
self-employed
married
experience
no
no
no
cellular
aug
wed
nonexistent
0
39
5
2
0
0
services
married
high school
unknown
no
no
telephone
may
mon
nonexistent
0
46
143
2
0
0
admin.
married
university degree
unknown
no
no
cellular
aug
mon
nonexistent
0
38
322
5
0
0
entrepreneur
married
university degree
no
no
no
telephone
may
tue
nonexistent
0
46
431
1
0
0
technician
divorced
professional.course
no
yes
no
cellular
may
mon
nonexistent
0
47
269
1
0
0
blue-collar
married
high school
unknown
yes
no
telephone
may
tue
nonexistent
0
34
470
1
0
0
management
married
university degree
no
yes
no
cellular
nov
fri
nonexistent
0
39
120
1
0
1
blue-collar
married
experience
no
yes
no
cellular
apr
wed
failure
0
35
579
4
0
0
blue-collar
married
experience
unknown
no
no
telephone
jun
mon
nonexistent
0
31
202
7
0
0
technician
single
professional.course
no
unknown
unknown
cellular
aug
mon
nonexistent
0
42
161
1
0
0
technician
married
university degree
no
no
no
cellular
aug
thu
nonexistent
0
35
344
2
0
0
admin.
married
university degree
no
yes
no
cellular
aug
tue
nonexistent
0
32
374
2
0
0
self-employed
married
experience
no
yes
no
cellular
may
thu
nonexistent
0
36
334
1
0
0
admin.
married
university degree
no
no
no
cellular
jun
wed
nonexistent
0
75
113
2
0
0
retired
married
experience
no
no
no
cellular
oct
wed
nonexistent
0
52
486
1
0
0
management
married
university degree
no
unknown
unknown
cellular
nov
tue
nonexistent
0
39
157
4
0
0
management
divorced
university degree
no
no
no
cellular
may
wed
nonexistent
0
47
188
1
3
1
admin.
divorced
high school
no
yes
no
cellular
sep
tue
success
1
28
148
1
0
0
technician
single
university degree
no
yes
no
cellular
apr
fri
nonexistent
0
33
97
1
0
0
management
married
university degree
no
yes
no
cellular
jun
wed
nonexistent
0
55
38
4
0
0
admin.
divorced
university degree
no
yes
no
telephone
may
mon
nonexistent
0
37
313
1
0
0
admin.
married
high school
unknown
yes
no
telephone
may
mon
nonexistent
0
64
205
1
0
0
management
married
university degree
no
no
no
cellular
jun
tue
nonexistent
0
28
152
2
0
0
blue-collar
married
experience
unknown
yes
no
telephone
may
tue
nonexistent
0
45
462
4
0
0
entrepreneur
divorced
university degree
no
no
no
telephone
may
fri
nonexistent
0
39
127
1
0
0
blue-collar
divorced
experience
unknown
yes
no
cellular
may
thu
nonexistent
0
33
209
1
0
0
blue-collar
single
experience
no
no
no
cellular
may
tue
nonexistent
0
43
1,141
6
0
0
entrepreneur
married
high school
no
no
no
telephone
jun
thu
nonexistent
1
47
200
1
0
0
blue-collar
married
experience
unknown
no
no
telephone
jun
mon
nonexistent
0
38
193
4
0
0
admin.
single
university degree
no
yes
yes
telephone
may
mon
nonexistent
0
38
145
3
0
0
blue-collar
married
experience
unknown
no
no
cellular
nov
wed
nonexistent
0
34
15
3
0
0
services
married
high school
no
yes
no
cellular
may
fri
nonexistent
0
34
171
2
0
0
technician
married
professional.course
no
yes
no
cellular
apr
fri
nonexistent
0
34
157
1
0
0
admin.
married
university degree
no
yes
no
cellular
nov
wed
nonexistent
0
58
171
2
0
0
blue-collar
married
experience
no
no
no
cellular
aug
tue
nonexistent
0
39
53
1
0
0
management
married
university degree
no
yes
no
cellular
may
fri
nonexistent
0
41
72
3
0
0
blue-collar
married
experience
unknown
no
no
telephone
jun
fri
nonexistent
0
49
1,042
1
0
0
entrepreneur
married
university degree
unknown
yes
no
telephone
may
mon
nonexistent
0
45
197
4
0
0
blue-collar
divorced
experience
no
no
no
telephone
apr
mon
nonexistent
0
44
240
3
0
0
blue-collar
married
experience
no
no
yes
cellular
nov
fri
nonexistent
0
52
54
1
0
0
technician
married
experience
no
yes
no
cellular
nov
tue
nonexistent
0
45
378
1
0
0
services
married
high school
unknown
yes
no
telephone
may
tue
nonexistent
0
28
72
14
0
0
admin.
single
high school
no
no
no
cellular
jul
tue
nonexistent
0
30
864
1
0
0
admin.
married
university degree
no
no
no
telephone
may
fri
nonexistent
0
37
72
12
0
0
admin.
married
university degree
no
yes
no
telephone
may
thu
nonexistent
0
61
195
1
7
1
management
married
university degree
no
yes
no
cellular
nov
tue
success
0
33
9
17
0
0
technician
married
professional.course
no
yes
no
telephone
jul
mon
nonexistent
0
53
54
15
0
0
housemaid
single
experience
unknown
no
no
telephone
may
thu
nonexistent
0
33
209
1
0
0
admin.
married
professional.course
no
no
no
cellular
jul
mon
nonexistent
0
29
14
8
0
0
services
single
high school
no
yes
no
cellular
may
mon
nonexistent
0
39
102
1
4
1
admin.
married
university degree
unknown
yes
no
cellular
aug
thu
success
0
32
368
1
0
0
services
married
experience
unknown
yes
no
telephone
nov
tue
nonexistent
0
29
24
1
0
0
technician
single
experience
no
no
no
cellular
jun
mon
nonexistent
0
42
160
1
0
0
admin.
married
high school
no
yes
no
cellular
may
thu
nonexistent
0
33
18
5
0
0
management
married
university degree
no
yes
no
telephone
jun
fri
nonexistent
0
42
170
19
0
0
unemployed
married
experience
no
yes
no
telephone
may
fri
nonexistent
0
39
69
3
0
0
admin.
married
university degree
no
no
no
telephone
jun
mon
nonexistent
0
55
588
1
0
0
blue-collar
married
experience
no
yes
yes
cellular
aug
mon
nonexistent
0
42
138
1
0
0
blue-collar
married
experience
unknown
no
no
telephone
jun
wed
nonexistent
0
38
22
4
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
mon
nonexistent
0
33
686
4
0
0
admin.
single
university degree
no
yes
no
cellular
aug
thu
nonexistent
0
56
442
2
0
0
management
married
university degree
no
no
no
cellular
jul
tue
nonexistent
0
57
215
2
0
0
housemaid
married
experience
unknown
yes
no
cellular
may
tue
nonexistent
0
33
254
1
0
2
admin.
single
university degree
no
no
no
cellular
jun
wed
failure
0
44
358
1
0
1
services
married
high school
no
yes
no
cellular
may
tue
failure
0
27
305
3
10
1
technician
single
university degree
no
yes
no
cellular
dec
tue
success
1
31
847
2
0
0
technician
single
university degree
no
yes
no
telephone
apr
tue
nonexistent
0
59
96
1
0
0
blue-collar
married
experience
unknown
yes
no
cellular
aug
tue
nonexistent
0
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