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
42
housemaid
married
1
false
17
true
false
may
1
-1
0
0
48
technician
married
2
false
141
true
true
may
1
-1
0
0
29
self-employed
single
3
false
16
true
false
may
1
-1
0
0
50
services
married
2
false
206
true
false
may
1
-1
0
0
52
technician
married
0
false
7
false
false
may
2
-1
0
0
50
management
married
3
false
0
false
false
may
1
-1
0
0
58
retired
married
3
false
0
false
false
may
1
-1
0
0
46
blue-collar
divorced
1
false
1,927
true
false
may
3
-1
0
0
38
technician
married
2
false
284
true
false
may
1
-1
0
0
46
blue-collar
married
2
false
1,660
true
false
may
1
-1
0
0
32
services
single
2
false
406
true
false
may
1
-1
0
0
51
blue-collar
married
1
false
230
true
false
may
1
-1
0
0
39
admin.
single
2
false
-25
true
false
may
1
-1
0
0
48
admin.
married
2
false
182
true
false
may
2
-1
0
0
36
entrepreneur
married
3
false
1,169
true
false
may
2
-1
0
0
34
admin.
divorced
2
false
67
true
false
may
1
-1
0
0
40
technician
married
2
false
77
false
false
may
1
-1
0
0
43
unemployed
married
2
false
0
true
false
may
1
-1
0
0
52
blue-collar
divorced
1
false
55
true
true
may
1
-1
0
0
33
technician
married
2
true
72
true
false
may
1
-1
0
0
49
management
single
3
false
163
true
false
may
3
-1
0
0
32
management
single
3
false
151
true
false
may
1
-1
0
0
39
admin.
single
2
false
113
true
false
may
1
-1
0
0
40
blue-collar
married
2
false
0
true
false
may
1
-1
0
0
38
technician
single
3
false
9
true
false
may
3
-1
0
0
43
management
married
2
false
375
true
false
may
2
-1
0
0
39
services
married
2
false
1,142
true
false
may
1
-1
0
0
54
blue-collar
married
1
false
2,102
true
false
may
1
-1
0
0
38
technician
single
3
false
4,325
true
false
may
1
-1
0
0
40
blue-collar
married
2
false
217
true
false
may
1
-1
0
0
55
admin.
married
2
false
131
true
false
may
1
-1
0
0
42
management
married
3
false
1,680
true
false
may
1
-1
0
0
39
blue-collar
married
2
false
0
true
false
may
1
-1
0
0
40
blue-collar
married
1
false
46
true
false
may
1
-1
0
0
32
blue-collar
married
2
false
320
true
false
may
2
-1
0
0
55
admin.
married
2
false
183
true
false
may
1
-1
0
0
45
blue-collar
married
2
false
39
false
false
may
1
-1
0
0
35
management
single
3
false
560
true
false
may
1
-1
0
0
58
technician
divorced
2
false
469
false
false
may
1
-1
0
0
35
admin.
married
2
false
530
true
false
may
1
-1
0
0
49
services
married
1
false
61
true
false
may
1
-1
0
0
34
technician
single
3
false
242
true
false
may
1
-1
0
0
36
blue-collar
married
2
false
139
true
false
may
2
-1
0
0
24
self-employed
single
2
false
0
true
false
may
1
-1
0
0
34
technician
married
2
false
367
true
false
may
1
-1
0
0
51
admin.
divorced
2
false
228
true
false
may
1
-1
0
0
39
technician
single
0
false
45,248
true
false
may
1
-1
0
1
50
self-employed
married
0
false
-84
true
false
may
1
-1
0
0
32
services
single
2
false
310
true
false
may
1
-1
0
0
42
blue-collar
married
0
false
132
true
false
may
1
-1
0
0
50
technician
married
2
false
797
true
false
may
1
-1
0
0
40
services
married
2
false
71
false
false
may
1
-1
0
0
46
management
divorced
0
false
2
true
false
may
1
-1
0
0
37
management
married
3
false
231
true
true
may
2
-1
0
0
34
blue-collar
married
2
false
270
true
true
may
1
-1
0
0
44
blue-collar
married
2
false
274
true
true
may
1
-1
0
0
40
admin.
single
2
false
-109
true
true
may
1
-1
0
0
37
technician
married
2
false
1
true
false
may
1
-1
0
1
33
blue-collar
single
2
true
-60
false
false
may
1
-1
0
0
35
blue-collar
married
2
false
89
true
false
may
2
-1
0
0
58
blue-collar
divorced
2
false
-11
false
false
may
1
-1
0
0
39
blue-collar
married
1
false
0
true
false
may
2
-1
0
0
43
blue-collar
married
2
false
-509
true
false
may
1
-1
0
0
39
unemployed
married
1
false
408
true
false
may
1
-1
0
0
36
services
single
1
false
58
true
false
may
1
-1
0
0
57
retired
single
2
false
1,640
false
true
may
4
-1
0
0
36
admin.
single
2
false
20
true
false
may
1
-1
0
0
50
blue-collar
married
1
false
71
true
false
may
1
-1
0
0
55
blue-collar
married
2
false
52
true
false
may
1
-1
0
0
44
self-employed
married
3
false
292
true
false
may
1
-1
0
0
44
services
divorced
2
false
424
true
false
may
1
-1
0
0
39
housemaid
single
1
false
109
true
false
may
3
-1
0
0
46
blue-collar
married
0
false
1,044
true
false
may
1
-1
0
0
39
blue-collar
married
2
false
983
true
false
may
1
-1
0
0
34
admin.
married
2
false
869
false
false
may
1
-1
0
1
40
blue-collar
married
1
false
668
true
false
may
2
-1
0
0
50
management
married
3
false
964
true
false
may
1
-1
0
0
31
management
single
2
false
301
true
false
may
1
-1
0
0
37
admin.
single
2
false
140
true
false
may
1
-1
0
0
39
management
single
2
false
1,877
true
false
may
1
-1
0
0
51
blue-collar
married
1
false
1,127
true
false
may
1
-1
0
0
41
technician
married
2
false
871
true
false
may
1
-1
0
0
41
technician
married
2
false
767
true
true
may
1
-1
0
0
43
blue-collar
married
2
false
0
false
false
may
1
-1
0
0
30
services
single
2
false
209
true
false
may
2
-1
0
0
54
management
divorced
1
false
0
false
false
may
1
-1
0
0
43
blue-collar
divorced
2
false
110
true
true
may
1
-1
0
0
59
management
divorced
3
false
-76
true
true
may
1
-1
0
0
47
technician
married
0
false
178
true
false
may
1
-1
0
0
40
blue-collar
married
1
false
-66
true
false
may
1
-1
0
0
32
technician
married
2
false
0
true
false
may
2
-1
0
0
29
blue-collar
married
2
false
1
true
false
may
1
-1
0
0
36
blue-collar
married
2
false
0
true
false
may
1
-1
0
0
55
unemployed
married
3
false
5,345
false
false
may
1
-1
0
0
30
blue-collar
divorced
2
false
-209
true
false
may
2
-1
0
0
39
admin.
single
2
false
0
true
false
may
2
-1
0
0
39
blue-collar
divorced
2
false
42
true
false
may
2
-1
0
0
50
blue-collar
divorced
2
false
41
true
false
may
1
-1
0
0
44
blue-collar
married
2
false
-99
true
false
may
2
-1
0
0
37
technician
single
2
false
17
true
false
may
1
-1
0
0