Age
float64
2
98
Duration(Sec)
int64
2
1.81k
CC Contact Freq
int64
1
21
Days Since PC
int64
0
14
PC Contact Freq
int64
0
5
Job
stringclasses
14 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
2
2
1
1
1
blue-collar
single
professional.course
unknown
yes
yes
telephone
sep
fri
failure
0
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
44
92
3
0
1
blue-collar
married
experience
no
no
no
cellular
apr
mon
failure
0
40
74
8
0
1
services
married
high school
no
no
no
cellular
may
tue
failure
0
59
383
2
0
2
services
married
university degree
no
yes
no
cellular
oct
mon
failure
0
40
63
3
0
0
self-employed
married
university degree
unknown
no
no
telephone
may
mon
nonexistent
0
42
127
1
0
0
admin.
married
university degree
no
yes
no
cellular
aug
wed
nonexistent
0
27
66
1
0
0
blue-collar
married
experience
no
yes
no
cellular
jul
tue
nonexistent
0
47
676
4
0
0
services
married
experience
no
yes
no
cellular
aug
thu
nonexistent
0
32
66
7
0
0
admin.
married
university degree
no
yes
no
telephone
aug
tue
nonexistent
0
36
277
1
0
0
admin.
single
high school
no
yes
yes
cellular
may
thu
nonexistent
0
39
5
2
0
0
services
married
high school
unknown
no
no
telephone
may
mon
nonexistent
0
48
276
2
0
1
blue-collar
married
experience
no
no
yes
cellular
may
tue
failure
0
50
20
3
0
0
admin.
married
high school
no
no
no
cellular
aug
mon
nonexistent
0
38
35
6
0
0
admin.
married
university degree
no
yes
no
cellular
aug
tue
nonexistent
0
50
193
2
0
0
blue-collar
married
experience
unknown
unknown
unknown
telephone
may
fri
nonexistent
0
36
141
1
0
0
admin.
married
university degree
no
yes
no
telephone
jun
mon
nonexistent
0
44
126
1
0
0
admin.
married
high school
no
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
29
219
2
0
0
blue-collar
married
experience
no
no
no
cellular
nov
wed
nonexistent
0
29
1,555
2
0
0
technician
single
professional.course
no
yes
no
cellular
nov
fri
nonexistent
1
39
209
3
0
0
technician
married
professional.course
no
yes
no
cellular
aug
mon
nonexistent
0
48
122
5
0
0
blue-collar
married
experience
no
yes
no
cellular
jul
mon
nonexistent
0
31
187
2
0
0
blue-collar
single
high school
unknown
yes
no
telephone
jun
tue
nonexistent
0
31
173
1
0
0
admin.
married
university degree
no
yes
yes
cellular
may
mon
nonexistent
0
34
151
3
0
0
unknown
married
experience
no
no
no
telephone
apr
mon
nonexistent
0
59
39
1
0
0
technician
divorced
university degree
no
no
no
cellular
jul
mon
nonexistent
0
46
417
2
0
2
services
married
high school
no
yes
no
cellular
apr
wed
failure
0
38
50
2
0
0
technician
married
professional.course
no
yes
yes
cellular
jul
fri
nonexistent
0
52
190
1
0
0
services
divorced
high school
unknown
no
no
cellular
nov
mon
nonexistent
0
98
272
2
0
0
retired
married
experience
unknown
yes
no
cellular
oct
fri
nonexistent
0
24
65
1
0
2
student
single
high school
no
no
no
cellular
aug
fri
failure
0
38
46
2
0
0
technician
married
professional.course
no
yes
no
telephone
may
fri
nonexistent
0
33
199
1
0
0
blue-collar
married
experience
no
no
no
cellular
jul
mon
nonexistent
0
24
452
1
14
1
admin.
single
high school
no
no
no
cellular
jul
mon
success
1
32
489
5
0
0
blue-collar
married
experience
no
no
no
telephone
jun
wed
nonexistent
0
42
230
2
0
0
admin.
married
professional.course
no
no
no
telephone
may
wed
nonexistent
0
34
28
5
0
0
admin.
single
experience
no
no
no
cellular
apr
mon
nonexistent
0
49
71
1
0
0
admin.
married
high school
unknown
yes
no
cellular
jul
thu
nonexistent
0
31
168
1
0
0
entrepreneur
married
high school
no
yes
no
telephone
may
thu
nonexistent
0
26
123
3
0
0
admin.
single
high school
no
no
no
cellular
apr
mon
nonexistent
0
39
316
1
0
0
technician
divorced
professional.course
no
yes
no
cellular
aug
mon
nonexistent
0
26
223
3
0
1
student
single
high school
no
yes
no
cellular
may
wed
failure
0
33
217
2
0
0
admin.
married
university degree
no
yes
no
telephone
sep
thu
nonexistent
0
41
263
1
0
0
unemployed
married
experience
no
yes
no
cellular
apr
mon
nonexistent
0
59
203
1
4
1
admin.
divorced
professional.course
no
unknown
unknown
cellular
aug
tue
success
0
38
97
6
0
0
blue-collar
single
experience
unknown
yes
no
telephone
jun
mon
nonexistent
0
39
105
11
0
0
admin.
married
university degree
no
no
no
telephone
jun
mon
nonexistent
0
60
110
2
0
0
retired
married
experience
no
unknown
unknown
cellular
jun
fri
nonexistent
0
44
177
1
0
0
admin.
married
high school
no
yes
yes
telephone
may
tue
nonexistent
0
33
162
1
0
1
admin.
single
high school
no
yes
no
cellular
may
wed
failure
0
50
50
3
0
0
technician
married
high school
no
yes
no
cellular
aug
thu
nonexistent
0
29
342
2
0
0
management
single
university degree
no
no
no
telephone
jun
tue
nonexistent
0
41
191
1
0
0
technician
divorced
university degree
no
yes
no
cellular
aug
fri
nonexistent
0
34
85
2
0
0
technician
married
university degree
no
no
no
cellular
jul
thu
nonexistent
0
39
583
6
0
0
admin.
married
university degree
no
no
no
telephone
may
mon
nonexistent
0
31
911
1
2
1
technician
single
university degree
no
no
no
cellular
may
tue
success
1
66
222
3
6
2
admin.
divorced
university degree
no
yes
no
cellular
aug
wed
success
1
45
157
3
0
0
admin.
married
university degree
no
yes
yes
telephone
may
mon
nonexistent
0
30
97
2
0
0
services
single
high school
no
yes
no
telephone
may
thu
nonexistent
0
44
188
2
0
0
technician
married
professional.course
no
yes
no
cellular
jul
wed
nonexistent
0
48
377
5
0
1
management
married
university degree
no
yes
no
cellular
dec
fri
failure
0
28
135
1
0
0
services
married
Others
no
no
yes
telephone
may
fri
nonexistent
0
37
118
1
0
0
blue-collar
married
high school
no
no
no
cellular
nov
tue
nonexistent
0
54
238
1
0
0
admin.
married
experience
no
no
no
cellular
nov
mon
nonexistent
0
41
79
8
0
0
technician
single
university degree
unknown
no
no
telephone
may
wed
nonexistent
0
40
143
3
0
1
unemployed
married
experience
no
no
no
cellular
jun
mon
failure
0
28
196
1
0
0
technician
single
professional.course
no
yes
yes
cellular
may
wed
nonexistent
0
32
322
4
0
0
blue-collar
married
experience
no
no
no
cellular
nov
thu
nonexistent
0
56
1,066
2
0
0
retired
married
professional.course
no
yes
no
cellular
jul
wed
nonexistent
1
34
303
1
0
1
admin.
single
high school
no
no
no
cellular
nov
mon
failure
0
30
73
1
0
1
services
married
high school
unknown
yes
no
cellular
nov
thu
failure
0
37
122
2
6
1
unemployed
single
university degree
no
yes
no
cellular
jun
thu
success
1
31
197
1
0
1
blue-collar
single
high school
no
yes
no
cellular
may
fri
failure
0
34
119
3
0
0
technician
single
high school
no
yes
no
cellular
aug
mon
nonexistent
0
40
30
4
0
0
housemaid
married
experience
unknown
yes
no
telephone
jun
fri
nonexistent
0
57
315
1
0
0
technician
married
high school
no
no
no
telephone
may
wed
nonexistent
0
44
143
1
0
0
admin.
single
university degree
no
no
yes
telephone
jun
tue
nonexistent
0
48
175
1
0
0
self-employed
married
high school
no
yes
no
cellular
aug
fri
nonexistent
0
32
55
2
0
0
admin.
single
university degree
no
unknown
unknown
cellular
jul
mon
nonexistent
0
59
152
2
0
0
blue-collar
married
experience
unknown
yes
no
cellular
aug
thu
nonexistent
0
30
72
5
0
0
management
married
university degree
no
no
no
cellular
nov
wed
nonexistent
0
39
514
5
0
0
admin.
married
high school
unknown
yes
no
telephone
may
tue
nonexistent
0
39
249
2
0
0
admin.
married
experience
no
yes
no
telephone
may
wed
nonexistent
0
43
81
2
0
0
housemaid
married
experience
no
no
no
telephone
jul
tue
nonexistent
0
41
12
8
0
1
blue-collar
married
experience
unknown
yes
no
cellular
may
mon
failure
0
23
158
1
0
1
blue-collar
single
high school
no
yes
no
cellular
may
mon
failure
0
44
363
7
0
0
technician
married
high school
no
yes
no
telephone
may
fri
nonexistent
0
58
498
1
0
0
blue-collar
married
experience
no
no
no
cellular
aug
mon
nonexistent
0
92
370
1
3
4
retired
married
Others
no
no
yes
cellular
aug
wed
success
1
28
125
1
0
0
blue-collar
divorced
experience
no
yes
yes
cellular
jul
mon
nonexistent
0
40
381
2
0
0
blue-collar
married
experience
no
yes
no
telephone
may
tue
nonexistent
0
37
1,376
2
0
0
admin.
married
university degree
no
no
no
telephone
may
tue
nonexistent
1
33
133
2
0
0
services
married
experience
unknown
yes
no
cellular
jul
wed
nonexistent
0
47
72
1
0
0
technician
married
experience
no
no
no
telephone
jun
fri
nonexistent
0
33
398
2
0
0
blue-collar
divorced
experience
unknown
no
no
telephone
jun
fri
nonexistent
0
30
202
3
0
0
technician
single
high school
no
yes
no
cellular
may
wed
nonexistent
0
58
477
1
0
0
retired
married
high school
no
no
no
cellular
nov
thu
nonexistent
0
25
44
4
0
0
technician
single
professional.course
no
yes
no
cellular
may
mon
nonexistent
0
43
261
3
0
0
technician
married
experience
no
yes
no
telephone
may
wed
nonexistent
0

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