Age
float64 3
82
| Duration(Sec)
int64 3
2.46k
| CC Contact Freq
int64 1
42
| Days Since PC
int64 0
120
| PC Contact Freq
int64 0
5
| 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 10
values | Day of Week
stringclasses 5
values | PC Outcome
stringclasses 3
values | prediction
int64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43
| 418
| 1
| 0
| 0
|
admin.
|
divorced
|
university degree
|
no
|
yes
|
no
|
cellular
|
jun
|
tue
|
nonexistent
| 0
|
29
| 213
| 1
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
45
| 164
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
40
| 48
| 5
| 0
| 0
|
blue-collar
|
single
|
Others
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
38
| 393
| 1
| 0
| 0
|
blue-collar
|
married
|
professional.course
|
no
|
no
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
35
| 185
| 1
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
31
| 208
| 1
| 0
| 0
|
admin.
|
married
|
Others
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
27
| 117
| 1
| 0
| 1
|
entrepreneur
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
may
|
mon
|
failure
| 0
|
51
| 61
| 1
| 0
| 0
|
blue-collar
|
divorced
|
experience
|
no
|
yes
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
32
| 25
| 1
| 0
| 0
|
admin.
|
divorced
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0
|
31
| 124
| 1
| 0
| 0
|
services
|
divorced
|
high school
|
unknown
|
no
|
no
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
34
| 46
| 21
| 0
| 0
|
technician
|
divorced
|
Others
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
31
| 190
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
41
| 102
| 2
| 0
| 0
|
technician
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
38
| 559
| 1
| 0
| 1
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
nov
|
wed
|
failure
| 0
|
49
| 189
| 1
| 0
| 0
|
blue-collar
|
married
|
high school
|
unknown
|
no
|
no
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
30
| 215
| 10
| 0
| 0
|
unemployed
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
50
| 1,195
| 2
| 0
| 0
|
services
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 1
|
28
| 133
| 4
| 0
| 1
|
management
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
sep
|
fri
|
failure
| 0
|
58
| 585
| 4
| 0
| 0
|
retired
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
38
| 136
| 2
| 0
| 0
|
housemaid
|
married
|
experience
|
unknown
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
53
| 118
| 7
| 0
| 0
|
blue-collar
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
33
| 206
| 1
| 3
| 1
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
jun
|
wed
|
success
| 1
|
38
| 152
| 2
| 0
| 0
|
entrepreneur
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
31
| 779
| 2
| 0
| 0
|
admin.
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
51
| 579
| 2
| 0
| 0
|
technician
|
divorced
|
professional.course
|
no
|
no
|
no
|
cellular
|
apr
|
fri
|
nonexistent
| 0
|
42
| 99
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
yes
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
30
| 156
| 1
| 0
| 2
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
aug
|
tue
|
failure
| 0
|
57
| 42
| 2
| 0
| 0
|
retired
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
27
| 236
| 2
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
yes
|
no
|
telephone
|
jul
|
mon
|
nonexistent
| 0
|
36
| 207
| 1
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
no
|
yes
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
34
| 157
| 6
| 0
| 0
|
services
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
jul
|
tue
|
nonexistent
| 0
|
40
| 238
| 1
| 0
| 0
|
admin.
|
divorced
|
university degree
|
no
|
yes
|
no
|
cellular
|
apr
|
mon
|
nonexistent
| 0
|
19
| 1,120
| 1
| 0
| 0
|
student
|
single
|
high school
|
no
|
unknown
|
unknown
|
cellular
|
aug
|
tue
|
nonexistent
| 1
|
24
| 921
| 4
| 0
| 0
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
28
| 98
| 1
| 0
| 0
|
entrepreneur
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
30
| 69
| 2
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
yes
|
yes
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
51
| 89
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
apr
|
wed
|
nonexistent
| 0
|
29
| 100
| 1
| 0
| 0
|
entrepreneur
|
single
|
experience
|
no
|
no
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
50
| 244
| 2
| 0
| 0
|
self-employed
|
married
|
experience
|
unknown
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
48
| 373
| 4
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
52
| 67
| 2
| 0
| 0
|
blue-collar
|
single
|
Others
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
44
| 147
| 42
| 0
| 0
|
retired
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
25
| 117
| 2
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
no
|
no
|
cellular
|
mar
|
thu
|
nonexistent
| 0
|
44
| 418
| 4
| 0
| 0
|
technician
|
divorced
|
professional.course
|
unknown
|
yes
|
yes
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
59
| 368
| 2
| 0
| 0
|
retired
|
divorced
|
university degree
|
no
|
no
|
no
|
cellular
|
jun
|
tue
|
nonexistent
| 0
|
50
| 262
| 4
| 0
| 0
|
entrepreneur
|
married
|
experience
|
unknown
|
no
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
55
| 148
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
32
| 73
| 4
| 0
| 0
|
admin.
|
single
|
professional.course
|
no
|
yes
|
yes
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
35
| 77
| 2
| 0
| 0
|
blue-collar
|
divorced
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
41
| 448
| 1
| 0
| 0
|
management
|
married
|
Others
|
unknown
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
41
| 114
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
43
| 95
| 2
| 0
| 0
|
admin.
|
divorced
|
university degree
|
no
|
yes
|
yes
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
44
| 18
| 4
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
32
| 183
| 1
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
no
|
yes
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
30
| 693
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
jul
|
wed
|
nonexistent
| 0
|
48
| 62
| 1
| 0
| 1
|
technician
|
divorced
|
experience
|
unknown
|
yes
|
no
|
cellular
|
may
|
tue
|
failure
| 0
|
53
| 720
| 2
| 0
| 0
|
retired
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
38
| 815
| 4
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
30
| 202
| 3
| 0
| 0
|
technician
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
37
| 268
| 6
| 0
| 0
|
admin.
|
married
|
university degree
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
48
| 533
| 1
| 0
| 0
|
technician
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
35
| 114
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
35
| 43
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
59
| 135
| 2
| 0
| 0
|
technician
|
divorced
|
experience
|
no
|
yes
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
34
| 243
| 1
| 0
| 0
|
admin.
|
unknown
|
university degree
|
no
|
yes
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
34
| 150
| 2
| 0
| 0
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
36
| 97
| 2
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
26
| 120
| 6
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
33
| 176
| 3
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
39
| 84
| 2
| 0
| 0
|
unemployed
|
married
|
university degree
|
unknown
|
no
|
yes
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
31
| 194
| 1
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
32
| 299
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
yes
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
36
| 468
| 4
| 0
| 0
|
services
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
39
| 9
| 21
| 0
| 0
|
blue-collar
|
single
|
experience
|
unknown
|
no
|
no
|
telephone
|
jul
|
thu
|
nonexistent
| 0
|
31
| 157
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
nov
|
thu
|
nonexistent
| 0
|
47
| 88
| 2
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
40
| 317
| 1
| 0
| 1
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
thu
|
failure
| 0
|
52
| 190
| 1
| 0
| 0
|
services
|
divorced
|
high school
|
unknown
|
no
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
25
| 179
| 2
| 3
| 1
|
blue-collar
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
jun
|
tue
|
success
| 1
|
43
| 175
| 1
| 0
| 1
|
blue-collar
|
single
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
failure
| 0
|
44
| 172
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
38
| 68
| 1
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
34
| 217
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
61
| 195
| 1
| 7
| 1
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
success
| 0
|
32
| 76
| 1
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
yes
|
yes
|
cellular
|
nov
|
wed
|
nonexistent
| 0
|
28
| 406
| 3
| 0
| 0
|
services
|
single
|
high school
|
no
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
40
| 481
| 3
| 0
| 0
|
admin.
|
divorced
|
experience
|
no
|
yes
|
yes
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
28
| 50
| 2
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0
|
38
| 123
| 1
| 0
| 0
|
blue-collar
|
single
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
30
| 56
| 5
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
44
| 75
| 1
| 0
| 1
|
technician
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
apr
|
wed
|
failure
| 0
|
36
| 57
| 2
| 0
| 0
|
services
|
married
|
high school
|
unknown
|
yes
|
yes
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
44
| 263
| 1
| 0
| 1
|
services
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
fri
|
failure
| 0
|
25
| 163
| 1
| 0
| 0
|
self-employed
|
divorced
|
university degree
|
no
|
no
|
yes
|
cellular
|
apr
|
mon
|
nonexistent
| 0
|
36
| 99
| 5
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
37
| 313
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
47
| 1,014
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
nov
|
tue
|
nonexistent
| 1
|
58
| 247
| 1
| 0
| 0
|
services
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
47
| 72
| 1
| 0
| 0
|
technician
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
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