age
int64
19
87
job
stringclasses
12 values
marital
stringclasses
3 values
education
stringclasses
4 values
default
stringclasses
2 values
balance
int64
-3,313
71.2k
housing
stringclasses
2 values
loan
stringclasses
2 values
contact
stringclasses
3 values
day
int64
1
31
month
stringclasses
12 values
duration
int64
4
3.03k
campaign
int64
1
50
pdays
int64
-1
871
previous
int64
0
25
poutcome
stringclasses
4 values
y
class label
2 classes
38
admin.
married
secondary
no
4,196
yes
no
cellular
12
may
193
2
-1
0
unknown
0no
34
management
married
tertiary
no
297
yes
no
cellular
26
aug
63
4
-1
0
unknown
0no
42
services
married
secondary
no
-91
yes
yes
cellular
5
feb
43
1
-1
0
unknown
0no
60
self-employed
married
primary
no
362
no
yes
cellular
29
jul
816
6
-1
0
unknown
1yes
42
blue-collar
single
secondary
no
1,080
yes
yes
cellular
13
may
951
3
370
4
failure
1yes
32
admin.
single
secondary
no
620
yes
no
unknown
26
may
1,234
3
-1
0
unknown
1yes
42
unemployed
divorced
tertiary
no
-166
no
no
cellular
29
aug
85
4
-1
0
unknown
0no
33
services
married
secondary
no
288
yes
no
cellular
17
apr
306
1
-1
0
unknown
0no
42
admin.
married
unknown
no
642
yes
yes
unknown
16
may
509
2
-1
0
unknown
0no
51
technician
married
tertiary
no
2,506
no
no
cellular
30
nov
210
3
-1
0
unknown
0no
36
technician
divorced
secondary
no
566
yes
no
unknown
20
may
129
2
-1
0
unknown
0no
46
blue-collar
married
secondary
no
668
yes
no
unknown
15
may
1,263
2
-1
0
unknown
1yes
40
blue-collar
married
secondary
no
1,100
yes
no
unknown
29
may
660
2
-1
0
unknown
0no
49
blue-collar
married
secondary
no
322
no
no
cellular
14
aug
356
2
-1
0
unknown
0no
38
blue-collar
married
secondary
no
1,205
yes
no
cellular
20
apr
45
4
153
1
failure
0no
32
services
single
secondary
no
473
yes
no
cellular
7
jul
624
5
-1
0
unknown
0no
33
services
married
secondary
no
-333
yes
no
cellular
30
jul
329
5
-1
0
unknown
0no
57
self-employed
married
tertiary
yes
-3,313
yes
yes
unknown
9
may
153
1
-1
0
unknown
0no
57
technician
married
secondary
no
295
no
no
cellular
19
aug
151
11
-1
0
unknown
0no
28
blue-collar
married
secondary
no
1,137
no
no
cellular
6
feb
129
4
211
3
other
0no
44
entrepreneur
single
tertiary
no
1,136
yes
yes
cellular
3
apr
345
2
249
7
other
0no