age
stringclasses
6 values
time_in_hospital
int64
1
14
n_lab_procedures
int64
1
113
n_procedures
int64
0
6
n_medications
int64
1
79
n_outpatient
int64
0
33
n_inpatient
int64
0
15
n_emergency
int64
0
64
medical_specialty
stringclasses
7 values
diag_1
stringclasses
8 values
diag_2
stringclasses
8 values
diag_3
stringclasses
8 values
glucose_test
stringclasses
3 values
A1Ctest
stringclasses
3 values
change
stringclasses
2 values
diabetes_med
stringclasses
2 values
readmitted
stringclasses
2 values
[70-80)
7
28
0
9
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
1
7
1
16
1
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
yes
no
[80-90)
3
59
0
13
0
0
0
Missing
Other
Respiratory
Respiratory
no
no
yes
yes
yes
[40-50)
5
62
6
31
0
0
0
Other
Musculoskeletal
Other
Other
no
no
no
yes
yes
[60-70)
14
55
4
15
1
2
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
5
35
2
22
0
0
0
Missing
Digestive
Injury
Digestive
no
no
yes
yes
no
[60-70)
7
62
2
17
0
0
0
Family/GeneralPractice
Digestive
Diabetes
Other
no
high
no
no
yes
[70-80)
3
55
0
5
0
0
0
Missing
Other
Diabetes
Other
no
no
no
no
yes
[70-80)
3
44
4
28
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Digestive
no
no
yes
yes
no
[70-80)
4
10
1
24
0
1
0
Missing
Other
Other
Respiratory
no
no
no
no
no
[60-70)
3
12
3
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
4
59
1
11
0
0
0
Cardiology
Other
Other
Diabetes
no
no
no
yes
no
[80-90)
2
36
0
15
0
0
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[50-60)
3
26
3
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
1
13
1
28
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
yes
no
[50-60)
5
28
1
31
1
1
0
Missing
Digestive
Digestive
Other
no
no
no
yes
yes
[80-90)
5
62
0
14
0
2
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
2
42
0
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[50-60)
6
17
0
15
0
0
0
Family/GeneralPractice
Digestive
Other
Other
normal
no
no
no
no
[60-70)
3
55
0
10
0
0
0
Cardiology
Respiratory
Circulatory
Other
no
no
no
yes
no
[80-90)
5
19
4
6
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
1
50
1
8
0
0
0
Emergency/Trauma
Musculoskeletal
Diabetes
Circulatory
no
high
yes
yes
no
[80-90)
5
19
0
21
0
1
0
Missing
Other
Other
Musculoskeletal
no
no
no
no
yes
[70-80)
2
23
2
14
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
7
57
1
10
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
yes
[60-70)
1
18
0
8
1
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
3
55
0
13
0
1
0
Missing
Diabetes
Digestive
Other
no
no
yes
yes
no
[70-80)
3
42
1
13
0
1
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
yes
[50-60)
3
22
0
17
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
no
[80-90)
8
34
0
11
0
0
0
Other
Other
Other
Circulatory
no
no
yes
yes
yes
[60-70)
5
68
2
17
0
1
0
Missing
Digestive
Other
Respiratory
no
no
yes
yes
yes
[70-80)
3
46
0
7
0
0
1
Emergency/Trauma
Diabetes
Other
Circulatory
no
normal
yes
yes
yes
[50-60)
3
41
2
17
1
11
7
Other
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
3
41
6
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
6
69
0
8
0
2
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
no
yes
[80-90)
1
55
1
11
0
0
0
Missing
Other
Circulatory
Respiratory
no
no
no
yes
yes
[60-70)
3
44
1
24
0
3
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
5
37
2
17
0
1
0
Emergency/Trauma
Diabetes
Circulatory
Other
no
no
no
no
yes
[80-90)
4
40
0
12
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
3
21
0
11
0
0
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[80-90)
4
65
0
6
0
0
0
Missing
Circulatory
Other
Other
no
high
no
yes
yes
[60-70)
3
44
2
31
5
0
0
Other
Injury
Other
Other
no
no
yes
yes
no
[70-80)
4
56
0
20
0
3
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[80-90)
3
30
2
10
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
8
3
12
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
5
38
2
10
0
1
0
Family/GeneralPractice
Circulatory
Other
Other
no
high
yes
yes
no
[60-70)
3
58
0
9
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
2
40
0
12
0
0
0
Missing
Respiratory
Other
Diabetes
no
high
yes
yes
no
[70-80)
5
44
0
12
1
3
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
3
51
0
14
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
7
50
4
13
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
1
19
6
10
0
0
0
Other
Circulatory
Injury
Circulatory
no
no
no
no
no
[80-90)
5
36
5
15
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
4
66
0
16
0
0
0
Missing
Injury
Circulatory
Injury
no
no
no
no
no
[40-50)
3
10
2
13
0
0
0
Other
Other
Other
Diabetes
no
no
no
yes
no
[80-90)
14
80
3
22
0
0
0
Missing
Other
Other
Other
high
no
no
no
no
[40-50)
2
22
3
16
0
1
3
Other
Circulatory
Circulatory
Diabetes
high
no
no
no
no
[70-80)
1
65
0
10
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
high
no
yes
no
[60-70)
4
75
0
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
5
44
4
43
0
2
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[70-80)
3
53
4
15
2
2
0
Missing
Digestive
Other
Injury
high
high
no
yes
yes
[60-70)
2
33
1
6
0
0
0
Family/GeneralPractice
Digestive
Other
Other
no
no
no
yes
no
[60-70)
6
41
0
12
0
0
0
InternalMedicine
Other
Injury
Other
no
no
no
yes
yes
[70-80)
3
50
0
20
0
1
0
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
2
46
0
6
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
1
52
0
6
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
3
33
0
3
0
0
0
Missing
Digestive
Respiratory
Circulatory
no
no
no
no
no
[70-80)
6
49
1
17
3
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
6
42
0
27
0
1
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[70-80)
11
77
2
28
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
no
[80-90)
5
41
2
15
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
normal
yes
yes
yes
[70-80)
3
30
0
8
0
0
0
Missing
Injury
Diabetes
Circulatory
no
no
no
no
yes
[50-60)
2
63
0
14
1
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
7
32
3
40
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
8
69
0
16
0
0
0
Missing
Circulatory
Respiratory
Other
no
normal
yes
yes
yes
[60-70)
8
61
0
8
0
0
0
Missing
Respiratory
Circulatory
Other
no
normal
no
no
no
[80-90)
10
61
6
42
0
0
0
Family/GeneralPractice
Respiratory
Injury
Circulatory
no
no
yes
yes
no
[70-80)
5
69
2
26
0
0
0
Missing
Digestive
Respiratory
Circulatory
no
no
no
yes
no
[60-70)
11
44
0
28
0
1
0
InternalMedicine
Respiratory
Other
Other
no
no
no
yes
yes
[60-70)
8
65
1
19
5
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
2
24
0
9
2
2
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
5
46
1
17
0
0
0
Other
Injury
Diabetes
Circulatory
no
no
no
no
no
[60-70)
6
54
0
15
0
1
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
2
39
0
11
5
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[50-60)
6
62
1
24
2
1
0
Other
Digestive
Other
Circulatory
no
no
no
yes
no
[50-60)
3
20
2
9
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
no
no
no
[70-80)
6
60
0
21
3
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
no
[80-90)
5
47
0
15
0
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[50-60)
4
69
0
15
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
3
43
5
22
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
normal
no
no
no
[60-70)
5
35
3
16
0
0
0
Missing
Circulatory
Respiratory
Injury
no
no
no
yes
no
[80-90)
12
74
0
23
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
5
47
2
10
0
1
0
InternalMedicine
Digestive
Other
Diabetes
no
no
no
yes
yes
[70-80)
5
62
0
21
2
1
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
high
no
no
yes
[70-80)
3
60
0
19
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[50-60)
6
31
4
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
3
61
0
8
0
3
0
Missing
Other
Respiratory
Other
no
no
yes
yes
no
[70-80)
1
36
4
6
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[70-80)
2
48
1
13
0
4
0
InternalMedicine
Circulatory
Other
Other
no
no
no
yes
no
[80-90)
2
63
1
15
0
0
0
Other
Other
Digestive
Other
no
no
yes
yes
no