Age
float64 1
80
| Duration(Sec)
int64 0
1.81k
| CC Contact Freq
int64 0
25
| Days Since PC
int64 0
25
| PC Contact Freq
int64 0
10
| Job
stringclasses 12
values | Marital Status
stringclasses 4
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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25
| 5
| 1
| 2
| 1
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
25
| 5
| 1
| 2
| 1
|
admin.
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
30
| 5
| 10
| 2
| 1
|
entrepreneur
|
married
|
experience
|
no
|
yes
|
yes
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
36
| 565
| 1
| 0
| 1
|
admin.
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
wed
|
failure
| 0
|
20
| 195
| 2
| 0
| 0
|
student
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
apr
|
thu
|
nonexistent
| 0
|
53
| 18
| 11
| 0
| 0
|
admin.
|
married
|
university degree
|
unknown
|
no
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
26
| 95
| 3
| 0
| 0
|
student
|
single
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
47
| 549
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
43
| 393
| 1
| 0
| 1
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
thu
|
failure
| 0
|
45
| 240
| 1
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
26
| 77
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
jul
|
tue
|
nonexistent
| 0
|
32
| 164
| 3
| 0
| 0
|
services
|
married
|
professional.course
|
no
|
unknown
|
unknown
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
32
| 96
| 1
| 0
| 1
|
technician
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
oct
|
tue
|
failure
| 0
|
31
| 197
| 1
| 0
| 1
|
blue-collar
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
failure
| 0
|
40
| 178
| 5
| 0
| 1
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
nov
|
wed
|
failure
| 0
|
35
| 514
| 4
| 0
| 0
|
management
|
single
|
Others
|
no
|
unknown
|
unknown
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
58
| 214
| 4
| 0
| 2
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
failure
| 0
|
35
| 10
| 3
| 0
| 0
|
student
|
single
|
university degree
|
unknown
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
27
| 202
| 6
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
telephone
|
jul
|
wed
|
nonexistent
| 0
|
32
| 200
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
unknown
|
yes
|
no
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
55
| 85
| 4
| 0
| 0
|
technician
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
38
| 46
| 1
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
yes
|
yes
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
45
| 125
| 8
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
80
| 125
| 1
| 6
| 1
|
retired
|
married
|
illiterate
|
unknown
|
yes
|
yes
|
cellular
|
aug
|
tue
|
success
| 1
|
31
| 50
| 5
| 0
| 0
|
technician
|
divorced
|
high school
|
no
|
no
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
34
| 198
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
35
| 299
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
wed
|
nonexistent
| 0
|
42
| 108
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
39
| 640
| 1
| 0
| 1
|
unemployed
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
wed
|
failure
| 0
|
31
| 298
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
73
| 135
| 2
| 0
| 0
|
retired
|
married
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
37
| 53
| 11
| 0
| 0
|
blue-collar
|
single
|
Others
|
unknown
|
no
|
yes
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
46
| 39
| 1
| 0
| 1
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
failure
| 0
|
35
| 205
| 5
| 0
| 0
|
housemaid
|
married
|
experience
|
unknown
|
no
|
yes
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
49
| 207
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
35
| 84
| 2
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
no
|
yes
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
39
| 514
| 5
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
49
| 283
| 3
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
37
| 727
| 3
| 0
| 0
|
blue-collar
|
single
|
professional.course
|
no
|
no
|
no
|
cellular
|
oct
|
wed
|
nonexistent
| 1
|
49
| 549
| 3
| 0
| 0
|
management
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
31
| 156
| 1
| 0
| 1
|
blue-collar
|
divorced
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
wed
|
failure
| 0
|
34
| 119
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
46
| 372
| 1
| 0
| 0
|
technician
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
65
| 124
| 2
| 0
| 0
|
retired
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
apr
|
wed
|
nonexistent
| 0
|
33
| 184
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
58
| 240
| 3
| 0
| 0
|
management
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
51
| 231
| 1
| 0
| 1
|
entrepreneur
|
divorced
|
university degree
|
no
|
yes
|
no
|
telephone
|
may
|
mon
|
failure
| 0
|
34
| 1,256
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
nov
|
thu
|
nonexistent
| 1
|
45
| 111
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
yes
|
yes
|
cellular
|
aug
|
fri
|
nonexistent
| 0
|
44
| 665
| 2
| 0
| 0
|
blue-collar
|
single
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
49
| 116
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
26
| 114
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
32
| 131
| 1
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
53
| 116
| 5
| 0
| 0
|
unknown
|
married
|
experience
|
unknown
|
no
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
54
| 187
| 1
| 0
| 0
|
technician
|
single
|
university degree
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
45
| 48
| 8
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
yes
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
42
| 442
| 8
| 0
| 0
|
technician
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
29
| 607
| 1
| 0
| 1
|
blue-collar
|
single
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
failure
| 0
|
31
| 294
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
40
| 89
| 4
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
33
| 227
| 2
| 0
| 0
|
self-employed
|
single
|
university degree
|
no
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
35
| 114
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
56
| 673
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
yes
|
yes
|
cellular
|
jun
|
tue
|
nonexistent
| 1
|
33
| 10
| 2
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
yes
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
23
| 104
| 2
| 0
| 0
|
blue-collar
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
34
| 85
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
yes
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
55
| 190
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0
|
66
| 177
| 1
| 0
| 1
|
retired
|
married
|
professional.course
|
no
|
no
|
no
|
cellular
|
mar
|
tue
|
failure
| 1
|
51
| 193
| 1
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
no
|
yes
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
31
| 37
| 1
| 0
| 0
|
technician
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
28
| 260
| 3
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
46
| 617
| 1
| 0
| 0
|
management
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
55
| 730
| 1
| 0
| 0
|
unemployed
|
married
|
high school
|
no
|
yes
|
yes
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
53
| 205
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
yes
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
45
| 379
| 3
| 0
| 0
|
entrepreneur
|
married
|
university degree
|
unknown
|
yes
|
yes
|
telephone
|
jul
|
tue
|
nonexistent
| 0
|
47
| 256
| 4
| 0
| 0
|
admin.
|
divorced
|
university degree
|
no
|
yes
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
55
| 74
| 2
| 0
| 0
|
admin.
|
divorced
|
university degree
|
no
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
47
| 303
| 3
| 0
| 0
|
unemployed
|
divorced
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
26
| 120
| 6
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
38
| 62
| 1
| 0
| 0
|
services
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
26
| 230
| 2
| 0
| 0
|
management
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
jun
|
fri
|
nonexistent
| 0
|
48
| 191
| 2
| 0
| 0
|
admin.
|
divorced
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
44
| 418
| 4
| 0
| 0
|
technician
|
divorced
|
professional.course
|
unknown
|
yes
|
yes
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
39
| 39
| 9
| 0
| 0
|
housemaid
|
single
|
university degree
|
unknown
|
no
|
no
|
telephone
|
jul
|
tue
|
nonexistent
| 0
|
48
| 113
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
oct
|
thu
|
nonexistent
| 0
|
36
| 128
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
32
| 255
| 1
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
35
| 294
| 3
| 0
| 0
|
services
|
divorced
|
professional.course
|
no
|
yes
|
yes
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
56
| 14
| 20
| 0
| 0
|
entrepreneur
|
married
|
experience
|
unknown
|
yes
|
yes
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
48
| 321
| 2
| 0
| 0
|
technician
|
married
|
professional.course
|
unknown
|
yes
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
45
| 438
| 2
| 0
| 0
|
admin.
|
married
|
Others
|
no
|
no
|
no
|
cellular
|
jun
|
fri
|
nonexistent
| 0
|
64
| 239
| 4
| 0
| 0
|
unknown
|
married
|
Others
|
no
|
yes
|
no
|
telephone
|
aug
|
fri
|
nonexistent
| 0
|
41
| 263
| 1
| 0
| 0
|
unemployed
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
apr
|
mon
|
nonexistent
| 0
|
57
| 162
| 1
| 0
| 0
|
admin.
|
divorced
|
high school
|
unknown
|
yes
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
43
| 48
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
53
| 172
| 2
| 0
| 0
|
admin.
|
divorced
|
university degree
|
no
|
yes
|
yes
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
50
| 165
| 1
| 0
| 0
|
blue-collar
|
single
|
experience
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
41
| 8
| 2
| 0
| 0
|
blue-collar
|
married
|
professional.course
|
unknown
|
yes
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
31
| 163
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
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