age
int64
job
string
marital_status
string
education_level
int64
has_defaulted
bool
account_balance
int64
has_housing_loan
bool
has_personal_loan
bool
month_of_last_contact
string
number_of_calls_in_ad_campaign
int64
days_since_last_contact_of_previous_campaign
int64
number_of_calls_before_this_campaign
int64
successful_subscription
int64
44
blue-collar
married
2
false
-674
true
false
may
1
-1
0
0
53
blue-collar
married
1
false
90
false
false
may
1
-1
0
0
52
blue-collar
married
1
false
128
true
false
may
1
-1
0
0
59
blue-collar
married
1
false
179
true
false
may
3
-1
0
0
27
technician
single
3
false
0
true
false
may
1
-1
0
0
44
blue-collar
married
2
false
54
true
false
may
1
-1
0
0
47
technician
married
3
false
151
true
false
may
1
-1
0
0
34
admin.
married
2
false
61
false
true
may
1
-1
0
0
59
retired
single
2
false
30
true
false
may
1
-1
0
0
45
management
married
3
false
523
true
false
may
2
-1
0
0
29
services
divorced
2
false
31
true
false
may
1
-1
0
0
46
technician
divorced
2
false
79
false
false
may
1
-1
0
0
56
self-employed
married
1
false
-34
true
true
may
2
-1
0
0
36
blue-collar
married
1
false
448
true
false
may
1
-1
0
0
59
retired
divorced
1
false
81
true
false
may
1
-1
0
0
44
blue-collar
married
2
false
144
true
false
may
2
-1
0
0
41
admin.
married
2
false
351
true
false
may
1
-1
0
0
33
management
single
3
false
-67
true
false
may
1
-1
0
0
59
management
divorced
3
false
262
false
false
may
1
-1
0
0
57
technician
married
1
false
0
false
false
may
1
-1
0
0
56
technician
divorced
0
false
56
true
false
may
1
-1
0
0
51
blue-collar
married
2
false
26
true
false
may
1
-1
0
0
34
admin.
married
0
false
3
true
false
may
3
-1
0
0
43
services
married
2
false
41
true
true
may
2
-1
0
0
52
technician
married
3
false
7
false
true
may
1
-1
0
0
33
technician
single
2
false
105
true
false
may
2
-1
0
0
29
admin.
single
2
false
818
true
true
may
1
-1
0
0
34
services
married
2
false
-16
true
true
may
1
-1
0
0
31
blue-collar
married
2
false
0
true
false
may
1
-1
0
0
55
services
married
2
false
2,476
true
false
may
1
-1
0
1
55
management
married
0
false
1,185
false
false
may
1
-1
0
0
32
admin.
single
2
false
217
true
false
may
1
-1
0
0
38
technician
single
2
false
1,685
true
false
may
1
-1
0
0
55
admin.
single
2
false
802
true
true
may
2
-1
0
0
28
unemployed
single
3
false
0
true
false
may
2
-1
0
0
23
blue-collar
married
2
false
94
true
false
may
1
-1
0
0
32
technician
single
2
false
0
true
false
may
1
-1
0
0
43
services
single
0
false
0
false
false
may
1
-1
0
0
32
blue-collar
married
2
false
517
true
false
may
1
-1
0
0
46
blue-collar
married
2
false
265
true
false
may
1
-1
0
0
53
housemaid
divorced
1
false
947
true
false
may
1
-1
0
0
34
self-employed
single
2
false
3
true
false
may
1
-1
0
0
57
unemployed
married
3
false
42
false
false
may
1
-1
0
0
37
blue-collar
married
2
false
37
true
false
may
1
-1
0
0
59
blue-collar
married
2
false
57
true
false
may
1
-1
0
0
33
services
married
2
false
22
true
false
may
1
-1
0
0
56
blue-collar
divorced
1
false
8
true
false
may
2
-1
0
0
48
unemployed
married
2
false
293
true
false
may
1
-1
0
0
43
services
married
1
false
3
true
false
may
2
-1
0
0
54
blue-collar
married
1
false
348
true
false
may
2
-1
0
0
51
blue-collar
married
0
false
-19
true
false
may
2
-1
0
0
26
student
single
2
false
0
true
false
may
2
-1
0
0
40
management
married
3
false
-4
true
false
may
1
-1
0
0
39
management
married
2
false
18
true
false
may
1
-1
0
0
50
technician
married
1
false
139
false
false
may
2
-1
0
0
41
services
married
2
false
0
true
false
may
2
-1
0
0
51
blue-collar
married
0
false
1,883
true
false
may
1
-1
0
0
60
retired
divorced
2
false
216
true
false
may
1
-1
0
0
52
blue-collar
married
2
false
782
true
false
may
3
-1
0
0
48
blue-collar
married
2
false
904
true
false
may
2
-1
0
0
48
services
married
0
false
1,705
true
false
may
1
-1
0
0
39
technician
single
3
false
47
true
false
may
1
-1
0
0
47
services
single
2
false
176
true
false
may
2
-1
0
0
40
blue-collar
married
2
false
1,225
true
false
may
5
-1
0
0
45
technician
married
2
false
86
true
false
may
1
-1
0
0
26
admin.
single
2
false
82
true
false
may
1
-1
0
0
52
management
married
3
false
271
true
false
may
1
-1
0
0
54
technician
married
2
false
1,378
true
false
may
1
-1
0
0
54
admin.
married
3
false
184
false
false
may
2
-1
0
1
50
blue-collar
married
1
false
0
false
false
may
3
-1
0
0
35
blue-collar
married
2
false
0
true
false
may
1
-1
0
0
44
services
married
2
false
1,357
true
true
may
1
-1
0
0
53
entrepreneur
married
0
false
19
true
false
may
1
-1
0
0
35
retired
single
1
false
434
false
false
may
1
-1
0
0
60
admin.
divorced
2
false
92
true
false
may
1
-1
0
0
53
admin.
divorced
2
false
1,151
true
false
may
1
-1
0
0
48
unemployed
married
2
false
41
true
false
may
2
-1
0
0
34
technician
married
2
false
51
true
false
may
2
-1
0
0
54
services
married
2
false
214
true
false
may
2
-1
0
0
51
management
married
2
false
1,161
true
false
may
1
-1
0
0
31
services
married
3
false
37
true
false
may
1
-1
0
0
35
technician
divorced
2
false
787
true
false
may
2
-1
0
0
35
services
married
2
false
59
true
false
may
1
-1
0
0
38
technician
married
2
false
253
true
false
may
1
-1
0
0
36
admin.
married
3
false
211
true
false
may
2
-1
0
0
58
retired
married
1
false
235
true
false
may
1
-1
0
0
40
services
divorced
0
false
4,384
true
false
may
1
-1
0
0
54
management
married
2
false
4,080
false
false
may
1
-1
0
0
34
blue-collar
single
2
false
53
true
true
may
1
-1
0
0
31
management
single
3
false
0
true
false
may
1
-1
0
0
51
retired
married
2
false
2,127
true
false
may
1
-1
0
0
33
management
married
3
false
377
true
false
may
1
-1
0
0
55
management
married
3
false
73
true
false
may
2
-1
0
0
42
admin.
married
2
false
445
true
false
may
1
-1
0
0
34
blue-collar
married
2
false
243
true
false
may
1
-1
0
0
33
blue-collar
single
2
false
307
true
false
may
2
-1
0
0
38
services
married
2
false
155
true
false
may
1
-1
0
0
50
technician
divorced
3
false
173
false
true
may
1
-1
0
0
43
management
married
3
false
400
true
false
may
1
-1
0
0
61
blue-collar
divorced
1
false
1,428
true
false
may
2
-1
0
0