Age
float64
0
600
Duration(Sec)
int64
0
3.9k
CC Contact Freq
int64
0
1k
Days Since PC
int64
0
30
PC Contact Freq
int64
0
20
Job
stringclasses
12 values
Marital Status
stringclasses
3 values
Education
stringclasses
6 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
44
222
2
0
0
blue-collar
married
experience
no
yes
yes
cellular
aug
tue
nonexistent
0
51
89
2
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
wed
nonexistent
0
28
589
3
0
1
admin.
married
university degree
no
yes
yes
cellular
sep
mon
failure
1
40
314
2
0
0
admin.
married
high school
no
no
no
telephone
jun
thu
nonexistent
0
35
283
16
0
0
admin.
single
high school
no
yes
yes
cellular
jul
thu
nonexistent
0
52
130
5
0
0
technician
married
professional.course
no
no
no
cellular
jun
mon
nonexistent
0
35
135
2
0
0
self-employed
married
experience
no
yes
yes
telephone
may
fri
nonexistent
0
48
400
1
0
1
technician
divorced
high school
no
yes
no
cellular
apr
thu
failure
0
35
280
3
0
0
admin.
married
university degree
no
yes
yes
telephone
may
mon
nonexistent
0
29
260
3
0
0
blue-collar
single
experience
no
no
no
cellular
aug
fri
nonexistent
0
35
67
1
0
0
admin.
married
university degree
no
yes
yes
telephone
may
mon
nonexistent
0
34
511
3
0
0
technician
married
professional.course
no
no
no
cellular
jul
wed
nonexistent
0
54
94
3
0
1
technician
married
high school
no
yes
no
cellular
apr
mon
failure
0
30
252
2
0
0
services
single
high school
no
yes
no
cellular
jul
fri
nonexistent
0
58
70
5
0
0
management
married
experience
no
yes
no
cellular
nov
wed
nonexistent
0
29
117
2
0
0
management
married
experience
no
yes
no
cellular
nov
wed
nonexistent
0
39
252
5
0
0
admin.
married
high school
unknown
yes
no
telephone
jun
mon
nonexistent
0
35
126
4
0
0
blue-collar
married
experience
no
yes
no
telephone
jun
tue
nonexistent
0
53
80
1
0
0
services
married
high school
unknown
yes
no
telephone
may
wed
nonexistent
0
33
629
2
0
0
admin.
married
high school
no
no
no
telephone
may
wed
nonexistent
0
27
84
3
0
0
self-employed
single
university degree
no
no
no
telephone
oct
fri
nonexistent
0
32
467
1
0
0
admin.
single
university degree
no
yes
no
telephone
may
fri
nonexistent
0
40
114
4
0
0
admin.
divorced
university degree
no
no
no
cellular
jul
mon
nonexistent
0
38
76
4
0
0
student
single
Others
unknown
yes
yes
cellular
jul
mon
nonexistent
0
59
88
4
0
0
retired
married
Others
no
no
yes
telephone
jun
mon
nonexistent
0
52
162
1
0
0
blue-collar
married
experience
no
yes
no
telephone
jun
mon
nonexistent
0
45
188
5
0
0
housemaid
married
experience
no
no
no
cellular
aug
wed
nonexistent
0
42
14
11
0
0
admin.
single
university degree
no
no
no
cellular
aug
mon
nonexistent
0
30
68
2
0
0
admin.
single
high school
no
no
yes
cellular
jul
tue
nonexistent
0
26
77
2
0
0
blue-collar
married
experience
unknown
no
no
telephone
jul
tue
nonexistent
0
29
15
9
0
0
admin.
single
university degree
no
no
no
cellular
aug
thu
nonexistent
0
60
398
4
0
0
retired
divorced
high school
unknown
yes
no
telephone
may
wed
nonexistent
0
31
19
6
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
mon
nonexistent
0
33
143
1
0
0
admin.
single
university degree
no
yes
no
cellular
apr
mon
nonexistent
0
32
374
2
0
0
self-employed
married
experience
no
yes
no
cellular
may
thu
nonexistent
0
50
93
1
0
0
blue-collar
married
experience
no
no
no
cellular
aug
wed
nonexistent
0
44
208
1
0
0
unemployed
divorced
experience
no
no
no
cellular
may
mon
nonexistent
0
46
82
3
0
0
admin.
married
high school
no
yes
no
cellular
aug
thu
nonexistent
0
37
208
1
0
1
admin.
married
university degree
no
no
no
cellular
may
wed
failure
0
27
433
1
0
0
services
single
high school
no
yes
no
telephone
jul
fri
nonexistent
0
52
434
2
0
0
admin.
married
university degree
no
no
yes
cellular
may
mon
nonexistent
0
34
401
1
0
0
technician
divorced
professional.course
no
yes
no
cellular
jul
wed
nonexistent
0
45
80
2
0
0
technician
single
university degree
no
no
no
cellular
nov
fri
nonexistent
0
55
303
2
0
0
unemployed
married
university degree
no
yes
no
cellular
nov
thu
nonexistent
0
44
284
4
0
0
management
married
experience
no
yes
no
cellular
aug
tue
nonexistent
0
28
371
2
0
0
management
married
university degree
no
no
no
telephone
may
tue
nonexistent
0
49
204
1
0
0
admin.
married
experience
no
yes
no
cellular
nov
tue
nonexistent
0
48
619
1
0
0
entrepreneur
married
university degree
no
no
no
cellular
apr
thu
nonexistent
0
40
259
12
0
0
entrepreneur
married
high school
no
no
no
telephone
jul
tue
nonexistent
0
58
422
1
0
0
blue-collar
married
experience
unknown
yes
yes
telephone
may
fri
nonexistent
0
28
217
1
0
1
self-employed
single
university degree
no
yes
yes
cellular
mar
wed
failure
0
43
101
3
0
0
admin.
married
university degree
no
yes
no
cellular
jul
tue
nonexistent
0
37
301
2
0
0
blue-collar
divorced
experience
unknown
yes
yes
telephone
may
fri
nonexistent
0
74
232
3
0
0
retired
married
university degree
no
yes
yes
cellular
aug
wed
nonexistent
0
35
203
1
0
0
admin.
married
university degree
no
no
no
cellular
apr
fri
nonexistent
0
33
129
1
0
0
technician
married
high school
no
yes
no
cellular
aug
wed
nonexistent
0
31
364
2
0
0
self-employed
single
high school
no
no
no
cellular
jul
tue
nonexistent
0
32
583
1
5
1
blue-collar
married
experience
no
no
no
cellular
apr
thu
success
1
45
223
1
0
1
blue-collar
single
experience
no
no
no
cellular
may
wed
failure
0
54
289
1
0
0
technician
married
professional.course
no
yes
no
telephone
sep
mon
nonexistent
0
45
565
1
0
0
admin.
single
professional.course
no
yes
no
telephone
may
wed
nonexistent
0
37
313
1
0
0
admin.
married
high school
unknown
yes
no
telephone
may
mon
nonexistent
0
38
337
2
0
0
technician
single
Others
no
no
no
cellular
jul
fri
nonexistent
0
26
442
12
0
0
services
married
high school
no
yes
no
cellular
jul
fri
nonexistent
0
62
317
1
9
2
retired
married
experience
no
no
no
cellular
aug
mon
failure
0
44
15
12
0
0
blue-collar
married
experience
no
no
no
cellular
aug
wed
nonexistent
0
39
418
1
0
0
blue-collar
married
experience
unknown
no
yes
cellular
nov
wed
nonexistent
0
43
743
1
0
0
self-employed
married
high school
unknown
no
no
cellular
apr
wed
nonexistent
0
51
1,178
2
0
0
blue-collar
married
experience
unknown
yes
no
telephone
may
thu
nonexistent
0
44
242
3
0
0
blue-collar
married
experience
no
yes
no
telephone
may
fri
nonexistent
0
63
510
2
0
1
technician
married
Others
no
yes
no
cellular
dec
mon
failure
1
38
174
1
0
0
blue-collar
single
experience
no
yes
no
telephone
may
tue
nonexistent
0
41
89
2
0
0
entrepreneur
married
experience
no
yes
no
telephone
jul
fri
nonexistent
0
31
90
2
0
0
admin.
single
university degree
no
yes
yes
telephone
nov
thu
nonexistent
0
42
126
2
0
0
management
married
university degree
unknown
yes
no
cellular
nov
wed
nonexistent
0
53
126
1
0
0
unemployed
married
university degree
no
unknown
unknown
cellular
nov
mon
nonexistent
0
25
236
4
0
0
blue-collar
single
experience
unknown
yes
no
telephone
jul
wed
nonexistent
0
37
312
5
0
0
services
married
high school
unknown
yes
no
telephone
may
wed
nonexistent
0
30
253
1
0
0
technician
married
professional.course
no
yes
no
telephone
may
fri
nonexistent
0
29
245
1
0
0
technician
single
professional.course
no
yes
no
cellular
may
mon
nonexistent
0
49
1,980
2
0
0
blue-collar
married
experience
no
yes
no
telephone
may
fri
nonexistent
1
35
98
1
0
0
unemployed
single
university degree
no
yes
yes
cellular
nov
tue
nonexistent
0
41
146
5
0
0
services
single
experience
no
no
no
cellular
nov
thu
nonexistent
0
25
598
5
0
0
services
single
Others
no
yes
no
cellular
jul
tue
nonexistent
0
50
169
1
0
0
admin.
single
university degree
no
yes
no
telephone
may
tue
nonexistent
0
30
63
3
0
0
technician
single
university degree
unknown
yes
no
cellular
may
thu
nonexistent
0
40
514
1
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
fri
nonexistent
0
49
592
1
0
0
management
single
experience
unknown
yes
no
cellular
jul
wed
nonexistent
0
31
779
2
0
0
admin.
married
experience
no
yes
no
cellular
jul
tue
nonexistent
0
54
352
3
0
1
blue-collar
married
experience
no
unknown
unknown
cellular
may
mon
failure
0
37
85
1
0
0
entrepreneur
married
experience
no
no
no
telephone
may
mon
nonexistent
0
42
1,677
1
0
0
management
married
university degree
no
no
no
telephone
may
tue
nonexistent
1
56
340
1
0
0
blue-collar
married
professional.course
no
unknown
unknown
telephone
may
fri
nonexistent
0
25
197
1
0
0
services
single
experience
no
yes
no
cellular
jul
wed
nonexistent
0
38
605
1
0
0
admin.
married
high school
no
no
no
telephone
jun
thu
nonexistent
0
44
312
3
0
0
blue-collar
married
experience
no
no
no
cellular
nov
wed
nonexistent
0
41
653
2
0
0
unknown
married
Others
no
yes
yes
cellular
aug
mon
nonexistent
0
44
64
1
0
0
admin.
married
high school
no
yes
yes
cellular
aug
mon
nonexistent
0
32
103
2
0
0
entrepreneur
divorced
high school
no
yes
no
cellular
may
thu
nonexistent
0