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
47
admin.
married
2
false
219
true
false
may
1
-1
0
0
48
self-employed
married
3
false
7
true
false
may
1
-1
0
0
44
blue-collar
married
2
false
575
true
false
may
1
-1
0
0
35
student
single
0
false
298
true
false
may
2
-1
0
0
35
services
married
2
false
0
true
false
may
1
-1
0
0
50
services
married
2
false
5,699
true
false
may
2
-1
0
0
41
management
married
3
false
176
true
true
may
1
-1
0
0
41
management
married
3
false
517
true
false
may
1
-1
0
0
39
services
single
0
false
257
true
false
may
1
-1
0
0
42
retired
married
2
false
56
true
false
may
1
-1
0
0
38
blue-collar
married
2
false
-390
true
false
may
1
-1
0
0
53
retired
married
2
false
330
true
false
may
2
-1
0
0
59
housemaid
divorced
1
false
195
false
false
may
2
-1
0
0
36
services
married
2
false
301
true
false
may
1
-1
0
0
54
blue-collar
married
1
false
-41
true
false
may
1
-1
0
0
40
technician
married
3
false
483
true
false
may
1
-1
0
0
47
unknown
married
0
false
28
false
false
may
2
-1
0
0
53
unemployed
married
0
false
13
false
false
may
3
-1
0
0
46
housemaid
married
1
false
965
false
false
may
1
-1
0
0
39
management
married
3
false
378
true
true
may
2
-1
0
0
40
unemployed
married
2
false
219
true
false
may
1
-1
0
0
28
blue-collar
married
1
false
324
true
false
may
1
-1
0
0
35
entrepreneur
divorced
2
false
-69
true
false
may
1
-1
0
0
55
retired
married
2
false
0
false
true
may
1
-1
0
0
43
technician
divorced
0
false
205
true
false
may
1
-1
0
0
48
blue-collar
married
1
false
278
true
false
may
2
-1
0
0
58
management
married
0
false
1,065
true
false
may
3
-1
0
0
33
management
single
3
false
34
true
false
may
1
-1
0
0
36
blue-collar
married
0
false
1,033
false
false
may
2
-1
0
0
53
services
divorced
2
false
1,467
true
false
may
1
-1
0
0
47
blue-collar
married
1
false
-12
true
false
may
1
-1
0
0
31
services
married
2
false
388
true
false
may
2
-1
0
0
57
entrepreneur
married
2
false
294
true
false
may
2
-1
0
0
53
blue-collar
married
0
false
1,827
false
false
may
1
-1
0
0
55
blue-collar
married
1
false
627
true
false
may
1
-1
0
0
45
blue-collar
married
1
false
25
true
false
may
1
-1
0
0
53
admin.
divorced
2
false
315
true
false
may
2
-1
0
0
37
blue-collar
married
1
false
0
true
false
may
1
-1
0
0
44
admin.
divorced
2
false
66
true
false
may
1
-1
0
0
49
blue-collar
divorced
1
false
-9
true
true
may
1
-1
0
0
46
technician
married
2
false
349
true
true
may
1
-1
0
0
43
entrepreneur
married
0
false
100
true
false
may
1
-1
0
0
38
admin.
married
2
false
0
false
false
may
1
-1
0
0
43
technician
married
2
false
434
true
false
may
1
-1
0
0
49
management
married
3
false
3,237
true
false
may
3
-1
0
0
42
management
married
0
false
275
false
false
may
2
-1
0
0
22
blue-collar
single
2
false
0
true
false
may
2
-1
0
0
40
management
married
3
false
207
true
false
may
1
-1
0
0
39
blue-collar
married
2
false
483
true
false
may
1
-1
0
0
51
services
married
2
false
2,248
true
false
may
2
-1
0
0
49
admin.
married
2
false
428
true
false
may
1
-1
0
0
53
blue-collar
married
2
false
0
true
true
may
1
-1
0
0
34
services
single
2
false
0
true
false
may
1
-1
0
0
33
technician
divorced
2
false
140
true
false
may
1
-1
0
0
50
management
single
3
false
297
true
false
may
1
-1
0
0
39
blue-collar
married
1
false
279
true
false
may
1
-1
0
0
59
entrepreneur
divorced
2
false
901
true
false
may
3
-1
0
0
30
technician
single
2
false
2,573
true
false
may
2
-1
0
0
36
services
married
2
false
143
true
true
may
1
-1
0
0
40
blue-collar
married
2
false
475
true
false
may
2
-1
0
0
53
blue-collar
married
2
false
70
true
false
may
2
-1
0
0
34
management
single
3
false
318
true
false
may
2
-1
0
0
37
technician
married
2
false
275
true
false
may
1
-1
0
0
42
management
divorced
3
false
742
true
false
may
3
-1
0
0
41
entrepreneur
married
1
false
236
true
false
may
1
-1
0
0
30
student
single
3
false
25
true
false
may
2
-1
0
0
37
management
single
3
false
600
true
false
may
1
-1
0
0
39
admin.
divorced
2
false
-349
true
false
may
2
-1
0
0
41
blue-collar
married
1
false
183
true
true
may
2
-1
0
0
40
blue-collar
married
1
false
0
true
false
may
1
-1
0
0
42
management
single
3
false
0
true
true
may
2
-1
0
1
40
blue-collar
divorced
1
false
0
true
false
may
1
-1
0
0
57
technician
married
2
false
1,078
true
false
may
4
-1
0
0
56
entrepreneur
divorced
2
false
155
false
false
may
3
-1
0
0
37
admin.
married
2
false
190
true
false
may
2
-1
0
0
59
retired
married
2
false
319
true
false
may
3
-1
0
0
39
services
divorced
2
false
-185
true
false
may
3
-1
0
0
49
services
married
2
false
47
false
false
may
2
-1
0
0
38
services
single
2
false
570
true
false
may
2
-1
0
0
36
self-employed
married
3
false
19
false
false
may
2
-1
0
0
50
blue-collar
married
1
false
61
true
false
may
3
-1
0
0
41
admin.
married
2
false
-62
true
true
may
2
-1
0
0
54
technician
married
3
false
258
false
false
may
4
-1
0
0
58
blue-collar
married
1
false
76
true
false
may
2
-1
0
0
30
blue-collar
single
2
false
0
true
false
may
2
-1
0
0
33
admin.
single
2
false
352
true
false
may
2
-1
0
0
47
admin.
married
2
false
368
true
false
may
2
-1
0
0
50
technician
single
3
false
339
true
false
may
3
-1
0
0
32
blue-collar
married
2
false
1,331
true
false
may
2
-1
0
0
40
self-employed
married
2
false
672
true
false
may
2
-1
0
0
37
management
married
3
false
58
true
false
may
2
-1
0
0
54
technician
single
0
false
447
true
false
may
2
-1
0
0
24
student
single
2
false
423
true
false
may
3
-1
0
0
54
management
married
3
false
0
false
false
may
2
-1
0
0
34
technician
married
2
false
19
true
false
may
4
-1
0
0
56
technician
divorced
1
false
13
true
false
may
2
-1
0
0
31
blue-collar
single
2
false
3
true
false
may
2
-1
0
0
24
student
single
2
false
82
true
false
may
2
-1
0
0
42
blue-collar
divorced
1
false
28
true
false
may
3
-1
0
0
57
technician
married
2
false
792
true
false
may
2
-1
0
0