Age
float64 3
78
| Duration(Sec)
int64 3
1.69k
| CC Contact Freq
int64 1
32
| Days Since PC
int64 0
14
| PC Contact Freq
int64 0
3
| Job
stringclasses 12
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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3
| 3
| 3
| 3
| 3
|
admin.
|
married
|
experience
|
yes
|
yes
|
yes
|
cellular
|
may
|
thu
|
success
| 0
|
50
| 63
| 1
| 0
| 0
|
management
|
single
|
university degree
|
no
|
yes
|
yes
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
36
| 124
| 1
| 0
| 0
|
technician
|
single
|
professional.course
|
no
|
no
|
no
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
50
| 87
| 1
| 0
| 0
|
services
|
married
|
high school
|
no
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
31
| 174
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
nov
|
tue
|
nonexistent
| 0
|
35
| 187
| 1
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
28
| 373
| 2
| 0
| 0
|
self-employed
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
jun
|
mon
|
nonexistent
| 0
|
45
| 190
| 5
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
36
| 97
| 2
| 0
| 1
|
services
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
may
|
mon
|
failure
| 0
|
43
| 57
| 1
| 0
| 1
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
wed
|
failure
| 0
|
37
| 227
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
39
| 389
| 1
| 0
| 0
|
self-employed
|
married
|
professional.course
|
no
|
no
|
yes
|
cellular
|
apr
|
tue
|
nonexistent
| 0
|
30
| 55
| 2
| 0
| 1
|
services
|
single
|
high school
|
unknown
|
yes
|
no
|
cellular
|
may
|
fri
|
failure
| 0
|
36
| 254
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
32
| 56
| 12
| 0
| 0
|
admin.
|
single
|
university degree
|
unknown
|
no
|
no
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
32
| 128
| 1
| 0
| 0
|
blue-collar
|
married
|
professional.course
|
unknown
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
43
| 226
| 2
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
49
| 85
| 4
| 0
| 1
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
cellular
|
may
|
tue
|
failure
| 0
|
37
| 148
| 3
| 0
| 0
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
42
| 287
| 1
| 0
| 0
|
blue-collar
|
married
|
professional.course
|
no
|
no
|
no
|
cellular
|
oct
|
wed
|
nonexistent
| 0
|
39
| 280
| 1
| 0
| 0
|
blue-collar
|
married
|
professional.course
|
no
|
no
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
36
| 205
| 1
| 4
| 1
|
unemployed
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
jun
|
mon
|
success
| 1
|
35
| 174
| 1
| 0
| 0
|
technician
|
single
|
university degree
|
no
|
no
|
yes
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
56
| 674
| 1
| 0
| 0
|
retired
|
married
|
high school
|
unknown
|
yes
|
no
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
43
| 133
| 2
| 0
| 0
|
self-employed
|
divorced
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 0
|
39
| 245
| 2
| 0
| 0
|
management
|
married
|
high school
|
no
|
no
|
yes
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
38
| 392
| 2
| 0
| 0
|
services
|
married
|
high school
|
unknown
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
45
| 355
| 1
| 0
| 0
|
management
|
married
|
university degree
|
unknown
|
no
|
yes
|
telephone
|
jul
|
fri
|
nonexistent
| 0
|
24
| 530
| 1
| 0
| 0
|
student
|
single
|
high school
|
no
|
yes
|
no
|
cellular
|
jun
|
thu
|
nonexistent
| 1
|
54
| 111
| 2
| 0
| 0
|
blue-collar
|
single
|
Others
|
no
|
no
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
41
| 217
| 3
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
tue
|
nonexistent
| 0
|
49
| 36
| 4
| 0
| 0
|
blue-collar
|
married
|
Others
|
unknown
|
yes
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
24
| 263
| 1
| 0
| 1
|
unknown
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
jun
|
tue
|
failure
| 0
|
42
| 145
| 3
| 0
| 0
|
admin.
|
single
|
high school
|
unknown
|
yes
|
no
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
23
| 145
| 2
| 0
| 1
|
student
|
single
|
experience
|
no
|
no
|
no
|
cellular
|
may
|
fri
|
failure
| 0
|
35
| 386
| 1
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0
|
42
| 77
| 3
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
yes
|
no
|
telephone
|
may
|
wed
|
nonexistent
| 0
|
31
| 95
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
46
| 222
| 3
| 0
| 0
|
services
|
divorced
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0
|
46
| 266
| 1
| 0
| 0
|
blue-collar
|
divorced
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
35
| 204
| 2
| 0
| 0
|
technician
|
married
|
university degree
|
no
|
no
|
yes
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
45
| 264
| 1
| 0
| 0
|
unemployed
|
married
|
experience
|
no
|
yes
|
yes
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
30
| 104
| 1
| 0
| 0
|
self-employed
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
apr
|
thu
|
nonexistent
| 0
|
33
| 86
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0
|
47
| 383
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
no
|
yes
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
30
| 285
| 1
| 0
| 0
|
technician
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
apr
|
fri
|
nonexistent
| 0
|
49
| 259
| 1
| 0
| 0
|
services
|
divorced
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
29
| 166
| 1
| 0
| 0
|
technician
|
married
|
Others
|
no
|
yes
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
35
| 83
| 1
| 0
| 0
|
blue-collar
|
married
|
high school
|
no
|
yes
|
yes
|
telephone
|
may
|
mon
|
nonexistent
| 0
|
40
| 246
| 3
| 0
| 0
|
entrepreneur
|
married
|
experience
|
unknown
|
yes
|
yes
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
55
| 316
| 7
| 0
| 0
|
technician
|
married
|
experience
|
unknown
|
yes
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
32
| 185
| 2
| 0
| 0
|
services
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 0
|
39
| 590
| 3
| 0
| 0
|
management
|
single
|
experience
|
no
|
yes
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
58
| 240
| 3
| 0
| 0
|
management
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
nov
|
fri
|
nonexistent
| 0
|
29
| 536
| 1
| 0
| 0
|
technician
|
unknown
|
high school
|
no
|
yes
|
no
|
cellular
|
aug
|
wed
|
nonexistent
| 0
|
38
| 1,130
| 2
| 0
| 0
|
self-employed
|
married
|
experience
|
no
|
no
|
no
|
cellular
|
may
|
wed
|
nonexistent
| 1
|
29
| 605
| 3
| 0
| 0
|
admin.
|
married
|
high school
|
no
|
yes
|
no
|
cellular
|
jun
|
wed
|
nonexistent
| 0
|
30
| 49
| 1
| 0
| 0
|
services
|
divorced
|
experience
|
no
|
yes
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
34
| 127
| 2
| 0
| 0
|
admin.
|
single
|
university degree
|
unknown
|
no
|
no
|
telephone
|
aug
|
wed
|
nonexistent
| 0
|
38
| 203
| 1
| 0
| 0
|
admin.
|
married
|
high school
|
unknown
|
no
|
no
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
31
| 339
| 2
| 0
| 0
|
unemployed
|
single
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
thu
|
nonexistent
| 0
|
42
| 111
| 3
| 0
| 0
|
blue-collar
|
divorced
|
experience
|
no
|
no
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
36
| 183
| 9
| 0
| 0
|
technician
|
married
|
professional.course
|
no
|
no
|
no
|
telephone
|
jun
|
wed
|
nonexistent
| 0
|
32
| 322
| 2
| 0
| 1
|
technician
|
married
|
professional.course
|
no
|
no
|
no
|
cellular
|
apr
|
mon
|
failure
| 0
|
28
| 378
| 1
| 0
| 0
|
services
|
married
|
high school
|
no
|
no
|
yes
|
cellular
|
jul
|
tue
|
nonexistent
| 0
|
33
| 441
| 5
| 0
| 1
|
admin.
|
single
|
university degree
|
no
|
no
|
no
|
cellular
|
oct
|
thu
|
failure
| 1
|
34
| 97
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
unknown
|
yes
|
no
|
cellular
|
aug
|
tue
|
nonexistent
| 0
|
43
| 92
| 1
| 0
| 0
|
unemployed
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
56
| 95
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
unknown
|
yes
|
no
|
cellular
|
aug
|
thu
|
nonexistent
| 0
|
39
| 188
| 3
| 0
| 0
|
technician
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
wed
|
nonexistent
| 0
|
38
| 23
| 1
| 0
| 0
|
student
|
single
|
university degree
|
no
|
unknown
|
unknown
|
telephone
|
jun
|
tue
|
nonexistent
| 0
|
29
| 103
| 1
| 0
| 0
|
admin.
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
thu
|
nonexistent
| 0
|
37
| 7
| 12
| 0
| 0
|
admin.
|
divorced
|
high school
|
no
|
yes
|
no
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
57
| 564
| 2
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
jul
|
mon
|
nonexistent
| 0
|
48
| 227
| 1
| 0
| 0
|
admin.
|
divorced
|
experience
|
no
|
yes
|
no
|
cellular
|
may
|
mon
|
nonexistent
| 0
|
47
| 269
| 1
| 0
| 0
|
blue-collar
|
married
|
high school
|
unknown
|
yes
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
26
| 170
| 3
| 0
| 0
|
admin.
|
single
|
high school
|
no
|
yes
|
no
|
telephone
|
apr
|
wed
|
nonexistent
| 0
|
43
| 75
| 1
| 0
| 0
|
management
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
38
| 113
| 5
| 0
| 0
|
blue-collar
|
married
|
high school
|
unknown
|
no
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
37
| 58
| 3
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
cellular
|
apr
|
thu
|
nonexistent
| 0
|
61
| 195
| 1
| 7
| 1
|
management
|
married
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
tue
|
success
| 0
|
30
| 446
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
no
|
no
|
telephone
|
jun
|
thu
|
nonexistent
| 0
|
37
| 279
| 1
| 0
| 0
|
services
|
single
|
professional.course
|
no
|
yes
|
no
|
cellular
|
may
|
fri
|
nonexistent
| 0
|
35
| 100
| 2
| 0
| 0
|
blue-collar
|
married
|
Others
|
no
|
no
|
no
|
telephone
|
may
|
fri
|
nonexistent
| 0
|
30
| 132
| 1
| 0
| 0
|
technician
|
single
|
university degree
|
no
|
no
|
yes
|
cellular
|
aug
|
mon
|
nonexistent
| 0
|
57
| 897
| 3
| 0
| 0
|
retired
|
divorced
|
experience
|
no
|
no
|
no
|
cellular
|
jul
|
fri
|
nonexistent
| 1
|
34
| 274
| 2
| 0
| 0
|
services
|
married
|
experience
|
no
|
yes
|
no
|
telephone
|
jun
|
mon
|
nonexistent
| 0
|
40
| 63
| 6
| 0
| 0
|
blue-collar
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
jul
|
mon
|
nonexistent
| 0
|
32
| 80
| 1
| 0
| 0
|
management
|
single
|
university degree
|
no
|
yes
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
49
| 4
| 1
| 0
| 0
|
admin.
|
married
|
university degree
|
no
|
yes
|
no
|
telephone
|
aug
|
fri
|
nonexistent
| 0
|
40
| 246
| 4
| 0
| 1
|
services
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
may
|
wed
|
failure
| 0
|
39
| 232
| 1
| 0
| 0
|
technician
|
married
|
high school
|
no
|
no
|
no
|
cellular
|
jul
|
thu
|
nonexistent
| 0
|
41
| 12
| 8
| 0
| 1
|
blue-collar
|
married
|
experience
|
unknown
|
yes
|
no
|
cellular
|
may
|
mon
|
failure
| 0
|
37
| 31
| 1
| 0
| 0
|
housemaid
|
married
|
high school
|
no
|
no
|
yes
|
telephone
|
jun
|
fri
|
nonexistent
| 0
|
43
| 456
| 1
| 0
| 0
|
unemployed
|
married
|
university degree
|
unknown
|
no
|
no
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
35
| 365
| 1
| 0
| 0
|
self-employed
|
married
|
university degree
|
unknown
|
yes
|
yes
|
telephone
|
may
|
thu
|
nonexistent
| 0
|
40
| 224
| 1
| 0
| 0
|
admin.
|
married
|
experience
|
no
|
no
|
no
|
telephone
|
may
|
tue
|
nonexistent
| 0
|
63
| 510
| 2
| 0
| 1
|
technician
|
married
|
Others
|
no
|
yes
|
no
|
cellular
|
dec
|
mon
|
failure
| 1
|
45
| 121
| 1
| 0
| 0
|
self-employed
|
married
|
experience
|
no
|
unknown
|
unknown
|
cellular
|
nov
|
tue
|
nonexistent
| 0
|
52
| 77
| 2
| 0
| 0
|
entrepreneur
|
single
|
university degree
|
unknown
|
yes
|
no
|
cellular
|
nov
|
mon
|
nonexistent
| 0
|
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