Age
float64
3
75
Duration(Sec)
int64
3
1.61k
CC Contact Freq
int64
1
22
Days Since PC
int64
0
19
PC Contact Freq
int64
0
3
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
9 values
Day of Week
stringclasses
5 values
PC Outcome
stringclasses
3 values
prediction
int64
0
1
26
211
4
0
0
null
single
high school
no
no
no
telephone
may
fri
nonexistent
0
26
211
4
0
0
null
single
high school
no
no
no
telephone
may
fri
nonexistent
0
3
3
3
3
3
admin.
married
experience
yes
yes
yes
cellular
may
thu
success
0
45
834
3
0
0
blue-collar
married
experience
no
no
no
cellular
nov
thu
nonexistent
0
53
460
1
0
0
retired
divorced
experience
no
no
no
telephone
may
mon
nonexistent
0
25
485
2
0
0
student
single
high school
no
no
no
cellular
jun
mon
nonexistent
0
34
156
2
0
0
blue-collar
single
experience
no
no
no
telephone
may
tue
nonexistent
0
33
648
5
0
0
self-employed
married
experience
no
no
no
telephone
may
fri
nonexistent
0
27
185
1
0
0
technician
married
professional.course
no
yes
no
telephone
jul
thu
nonexistent
0
31
359
1
0
0
admin.
divorced
university degree
no
no
no
cellular
aug
thu
nonexistent
0
39
173
2
0
0
blue-collar
married
experience
unknown
no
no
cellular
may
fri
nonexistent
0
53
53
1
0
0
housemaid
married
university degree
no
no
no
cellular
nov
mon
nonexistent
0
43
93
2
0
0
blue-collar
married
experience
unknown
yes
no
telephone
jun
wed
nonexistent
0
52
96
2
0
0
self-employed
married
university degree
unknown
no
no
cellular
nov
mon
nonexistent
0
38
73
1
0
0
unknown
divorced
high school
unknown
yes
no
telephone
may
mon
nonexistent
0
33
182
1
0
0
technician
married
university degree
no
yes
no
cellular
may
mon
nonexistent
0
30
241
3
0
0
blue-collar
married
experience
no
yes
yes
cellular
jul
tue
nonexistent
0
32
87
1
0
0
admin.
single
university degree
no
yes
yes
telephone
jun
wed
nonexistent
0
37
32
1
0
0
technician
single
high school
no
no
no
telephone
jun
thu
nonexistent
0
48
62
1
0
0
admin.
married
high school
no
yes
no
cellular
aug
thu
nonexistent
0
33
286
1
0
0
services
single
high school
no
yes
no
cellular
jul
tue
nonexistent
0
31
346
1
0
0
admin.
divorced
university degree
no
yes
no
cellular
nov
tue
nonexistent
0
38
86
4
0
0
housemaid
married
experience
no
no
no
telephone
jun
fri
nonexistent
0
31
73
1
0
0
blue-collar
single
high school
no
yes
no
cellular
jul
wed
nonexistent
0
46
136
1
0
0
unknown
single
Others
no
yes
yes
cellular
may
fri
nonexistent
0
41
89
1
0
0
blue-collar
married
experience
unknown
no
no
telephone
jun
thu
nonexistent
0
52
833
1
0
0
blue-collar
married
experience
unknown
yes
yes
telephone
may
wed
nonexistent
0
47
72
8
0
0
self-employed
married
experience
unknown
unknown
unknown
telephone
jun
tue
nonexistent
0
35
116
7
0
0
management
divorced
university degree
no
no
yes
cellular
aug
mon
nonexistent
0
41
67
2
0
0
technician
married
professional.course
no
no
no
telephone
jun
thu
nonexistent
0
51
148
4
0
0
services
single
high school
unknown
yes
no
telephone
may
thu
nonexistent
0
37
132
2
0
0
management
married
high school
no
no
no
cellular
aug
fri
nonexistent
0
29
92
1
0
0
services
married
professional.course
no
yes
no
cellular
may
thu
nonexistent
0
35
66
1
0
0
management
married
university degree
no
yes
no
cellular
jun
tue
nonexistent
0
41
608
2
0
0
blue-collar
married
experience
no
yes
yes
cellular
apr
tue
nonexistent
0
31
94
1
0
0
admin.
single
university degree
no
yes
no
cellular
aug
wed
nonexistent
0
40
135
2
0
0
technician
married
experience
no
no
no
telephone
may
tue
nonexistent
0
33
98
2
0
0
admin.
married
high school
no
no
no
cellular
jul
fri
nonexistent
0
24
97
1
0
0
admin.
single
professional.course
no
yes
no
cellular
apr
mon
nonexistent
0
34
79
2
0
0
management
single
university degree
no
yes
yes
cellular
nov
tue
nonexistent
0
37
293
1
0
0
blue-collar
single
Others
unknown
no
no
telephone
may
wed
nonexistent
0
25
234
1
3
1
student
single
high school
no
yes
no
cellular
oct
fri
success
1
48
136
1
0
1
admin.
married
university degree
no
yes
no
cellular
jun
mon
failure
0
34
470
1
0
0
management
married
university degree
no
yes
no
cellular
nov
fri
nonexistent
0
31
880
3
0
0
admin.
married
university degree
no
no
no
cellular
aug
fri
nonexistent
1
32
9
5
0
0
admin.
married
high school
no
no
no
cellular
apr
mon
nonexistent
0
53
59
3
0
0
admin.
single
university degree
no
no
no
cellular
apr
mon
nonexistent
0
43
195
3
0
1
entrepreneur
married
experience
no
yes
no
cellular
may
mon
failure
0
37
105
1
0
1
admin.
single
university degree
no
yes
no
cellular
may
fri
failure
0
25
241
1
0
0
self-employed
divorced
university degree
no
no
no
cellular
apr
mon
nonexistent
0
34
195
2
0
1
admin.
single
high school
no
yes
no
cellular
may
wed
failure
0
39
159
2
0
0
admin.
single
high school
no
no
no
cellular
apr
mon
nonexistent
0
39
95
1
0
1
blue-collar
divorced
experience
unknown
no
no
cellular
may
wed
failure
0
42
240
2
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
fri
nonexistent
0
31
55
1
0
1
unemployed
single
experience
no
yes
no
cellular
apr
fri
failure
0
40
143
3
0
1
unemployed
married
experience
no
no
no
cellular
jun
mon
failure
0
52
529
2
0
0
admin.
divorced
high school
no
no
no
cellular
nov
mon
nonexistent
0
42
140
7
0
0
technician
divorced
high school
unknown
yes
no
cellular
aug
thu
nonexistent
0
48
1,208
3
0
0
admin.
married
university degree
unknown
yes
no
cellular
aug
tue
nonexistent
1
32
205
1
0
0
services
married
high school
no
no
no
cellular
aug
tue
nonexistent
0
33
295
1
0
0
blue-collar
single
experience
no
unknown
unknown
cellular
may
fri
nonexistent
0
47
224
2
0
0
blue-collar
married
experience
no
yes
no
telephone
may
wed
nonexistent
0
31
127
3
0
1
admin.
single
university degree
no
no
no
cellular
jun
mon
failure
0
35
784
1
0
0
blue-collar
single
experience
unknown
yes
no
telephone
may
wed
nonexistent
0
47
42
1
0
0
admin.
married
university degree
no
no
no
telephone
may
thu
nonexistent
0
40
615
2
0
0
admin.
married
university degree
no
yes
no
telephone
may
wed
nonexistent
0
36
226
1
0
0
blue-collar
married
experience
no
yes
no
cellular
apr
tue
nonexistent
0
55
129
2
0
0
blue-collar
married
illiterate
no
no
no
cellular
jul
tue
nonexistent
0
45
355
1
0
0
management
married
university degree
unknown
no
yes
telephone
jul
fri
nonexistent
0
33
141
4
0
0
self-employed
married
professional.course
no
yes
no
telephone
jun
mon
nonexistent
0
48
103
1
4
1
admin.
divorced
university degree
no
yes
no
cellular
aug
fri
success
0
42
441
4
0
0
technician
married
experience
no
no
no
cellular
apr
mon
nonexistent
0
18
421
1
3
1
student
single
Others
no
yes
no
telephone
may
tue
success
1
36
327
1
0
0
admin.
single
university degree
no
no
no
cellular
may
mon
nonexistent
0
41
61
1
0
0
admin.
married
university degree
unknown
yes
no
cellular
nov
tue
nonexistent
0
36
73
1
0
0
self-employed
single
experience
no
no
no
telephone
jul
thu
nonexistent
0
27
144
2
0
0
services
single
high school
unknown
no
no
telephone
may
thu
nonexistent
0
56
78
2
0
0
admin.
married
university degree
unknown
yes
no
cellular
aug
wed
nonexistent
0
46
407
1
0
0
blue-collar
married
experience
unknown
no
no
cellular
jul
fri
nonexistent
0
29
62
3
0
0
blue-collar
married
high school
no
yes
yes
telephone
may
fri
nonexistent
0
30
169
1
0
0
self-employed
single
university degree
no
no
no
cellular
sep
tue
nonexistent
0
33
137
5
0
0
admin.
married
university degree
no
no
no
cellular
aug
thu
nonexistent
0
30
259
1
0
0
blue-collar
married
experience
unknown
no
no
cellular
may
mon
nonexistent
0
30
374
12
0
0
admin.
single
university degree
no
yes
no
cellular
aug
mon
nonexistent
0
31
172
1
0
0
blue-collar
married
experience
no
yes
no
cellular
may
thu
nonexistent
0
33
159
3
0
0
admin.
married
high school
no
no
no
telephone
may
fri
nonexistent
0
50
131
1
0
0
admin.
married
high school
no
no
no
cellular
aug
tue
nonexistent
0
46
423
1
0
0
admin.
divorced
university degree
no
no
no
telephone
may
tue
nonexistent
0
33
182
2
0
0
blue-collar
married
experience
no
no
yes
telephone
jun
mon
nonexistent
0
33
237
2
0
0
management
married
university degree
no
yes
no
cellular
nov
fri
nonexistent
0
45
190
5
0
0
admin.
married
high school
no
yes
no
telephone
may
tue
nonexistent
0
31
280
6
0
0
blue-collar
married
experience
no
no
no
telephone
jul
tue
nonexistent
0
51
18
2
0
0
blue-collar
married
experience
no
yes
yes
telephone
jun
fri
nonexistent
0
26
109
7
0
0
admin.
single
high school
no
yes
no
telephone
may
mon
nonexistent
0
31
30
2
0
0
management
single
university degree
no
yes
no
cellular
jul
mon
nonexistent
0
30
275
1
0
0
admin.
single
university degree
no
no
no
cellular
jun
fri
nonexistent
0
58
516
1
0
0
technician
married
experience
no
no
no
cellular
jul
wed
nonexistent
0
42
287
1
0
0
blue-collar
married
professional.course
no
no
no
cellular
oct
wed
nonexistent
0
39
135
2
0
0
housemaid
single
experience
unknown
no
no
telephone
jul
wed
nonexistent
0
52
79
1
0
0
admin.
married
university degree
no
yes
yes
cellular
nov
tue
nonexistent
0