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)
2
61
0
15
0
0
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
1
33
2
15
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
2
2
2
5
0
0
0
Missing
Injury
Other
Respiratory
no
no
no
yes
no
[80-90)
3
38
1
12
0
0
0
Other
Musculoskeletal
Other
Musculoskeletal
no
no
yes
yes
no
[50-60)
1
42
0
11
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
yes
no
[70-80)
1
14
2
10
0
1
0
Missing
Circulatory
Diabetes
Digestive
no
no
no
yes
no
[60-70)
2
61
0
18
1
1
0
Missing
Circulatory
Other
Circulatory
no
normal
no
no
yes
[60-70)
2
31
6
14
5
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
2
41
1
5
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
no
yes
[60-70)
3
50
1
11
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
no
[60-70)
4
30
0
14
0
0
0
Other
Circulatory
Diabetes
Diabetes
no
high
no
yes
no
[80-90)
6
78
2
27
0
0
0
Surgery
Respiratory
Circulatory
Other
no
high
no
yes
no
[70-80)
5
44
1
20
0
0
1
Missing
Injury
Diabetes
Circulatory
no
high
yes
yes
yes
[80-90)
6
53
0
21
0
1
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
no
yes
no
[70-80)
4
63
0
11
0
1
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[60-70)
2
19
0
10
0
0
0
Missing
Injury
Injury
Circulatory
no
no
no
yes
no
[70-80)
7
69
3
37
0
0
0
Emergency/Trauma
Other
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
64
0
23
0
0
1
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
2
3
0
9
0
3
1
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
4
48
1
19
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
no
yes
yes
[80-90)
6
45
0
19
2
0
0
Missing
Digestive
Other
Other
no
no
no
no
yes
[50-60)
1
34
0
3
0
0
1
Emergency/Trauma
Other
Diabetes
Other
no
no
yes
yes
no
[60-70)
5
1
3
9
0
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
no
[40-50)
1
35
0
11
1
1
0
Other
Diabetes
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
3
54
0
16
0
1
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
high
no
yes
yes
[70-80)
4
50
2
21
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
no
yes
yes
[70-80)
2
52
0
17
0
3
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[80-90)
7
1
0
9
0
1
0
Other
Other
Injury
Diabetes
no
no
yes
yes
no
[60-70)
7
72
1
21
0
1
1
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[60-70)
5
57
3
12
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
no
no
yes
[60-70)
7
31
6
13
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[80-90)
2
21
5
13
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[40-50)
2
34
0
16
0
0
0
Missing
Circulatory
Injury
Diabetes
no
no
yes
yes
no
[80-90)
7
56
0
19
0
3
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[70-80)
7
53
0
20
1
3
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
2
37
6
15
1
6
0
Other
Injury
Circulatory
Other
no
no
no
yes
yes
[60-70)
6
68
0
20
0
3
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[90-100)
11
86
2
23
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[80-90)
6
72
1
8
0
3
2
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[70-80)
5
37
5
25
0
0
0
Surgery
Diabetes
Circulatory
Musculoskeletal
no
no
yes
yes
yes
[70-80)
6
43
0
7
0
0
0
InternalMedicine
Respiratory
Respiratory
Respiratory
no
no
no
no
yes
[50-60)
1
46
0
4
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
no
no
no
[50-60)
3
59
0
16
7
1
3
Missing
Digestive
Respiratory
Other
no
no
no
no
yes
[80-90)
4
28
2
25
0
0
0
Missing
Injury
Other
Diabetes
no
normal
no
yes
no
[80-90)
8
40
0
27
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
14
0
17
2
2
1
Missing
Circulatory
Respiratory
Circulatory
normal
no
no
yes
no
[70-80)
4
63
2
9
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
no
no
no
[50-60)
4
53
0
12
0
2
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
9
1
1
11
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
no
[70-80)
5
80
2
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
normal
no
yes
yes
[70-80)
9
39
0
10
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Other
no
no
no
no
no
[80-90)
1
47
1
9
0
1
0
Missing
Diabetes
Circulatory
Respiratory
no
no
no
no
no
[80-90)
12
75
0
20
0
0
0
Missing
Diabetes
Other
Other
no
no
no
yes
no
[60-70)
7
49
1
20
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
1
9
1
12
0
1
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
no
no
[80-90)
8
63
4
16
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
13
88
5
34
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
4
44
0
12
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
7
43
0
17
0
1
0
Missing
Other
Other
Musculoskeletal
no
normal
yes
yes
no
[70-80)
5
47
0
20
5
1
1
Missing
Respiratory
Respiratory
Other
high
no
yes
yes
yes
[60-70)
1
19
0
15
0
0
0
Missing
Circulatory
Respiratory
Diabetes
high
no
no
no
no
[70-80)
3
66
0
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
no
[40-50)
2
1
0
16
0
1
0
Family/GeneralPractice
Respiratory
Diabetes
Digestive
no
no
yes
yes
no
[70-80)
6
10
0
9
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
yes
yes
no
[80-90)
1
4
0
11
3
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[60-70)
2
2
0
15
1
0
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[50-60)
1
59
0
6
0
3
5
Emergency/Trauma
Respiratory
Other
Musculoskeletal
no
high
yes
yes
yes
[50-60)
1
15
0
5
0
0
1
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
3
41
0
17
0
1
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
4
40
2
13
0
1
0
Family/GeneralPractice
Digestive
Other
Other
no
no
no
yes
yes
[80-90)
11
50
3
40
0
1
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
7
38
0
15
0
0
0
Missing
Other
Other
Digestive
no
no
yes
yes
yes
[40-50)
2
6
0
5
0
0
1
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
no
no
[50-60)
4
44
1
23
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
yes
yes
[70-80)
4
52
0
13
0
2
0
Missing
Other
Circulatory
Circulatory
no
high
yes
yes
yes
[60-70)
1
34
5
14
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
5
70
0
9
0
0
0
Other
Circulatory
Other
Respiratory
no
no
no
yes
no
[50-60)
6
45
4
39
0
4
0
Other
Injury
Other
Circulatory
no
no
yes
yes
yes
[40-50)
1
27
3
22
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
5
59
0
15
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
3
56
3
21
0
2
0
Emergency/Trauma
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[80-90)
3
43
2
17
0
1
0
InternalMedicine
Other
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
7
80
2
27
0
2
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[70-80)
4
51
0
13
0
0
0
Cardiology
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
2
3
1
14
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
yes
yes
no
[80-90)
8
40
2
14
0
0
0
Missing
Other
Digestive
Circulatory
no
no
yes
yes
yes
[60-70)
6
40
0
20
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
48
1
14
2
0
1
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[40-50)
3
40
0
11
0
7
7
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
4
31
0
17
0
0
0
Emergency/Trauma
Injury
Diabetes
Other
no
no
yes
yes
yes
[40-50)
2
12
0
9
0
1
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
no
[70-80)
8
39
2
19
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
5
12
3
10
0
1
0
Emergency/Trauma
Circulatory
Other
Other
no
no
no
yes
yes
[70-80)
2
48
0
10
0
3
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
5
62
1
23
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
4
44
4
32
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
5
60
0
11
0
0
0
Other
Diabetes
Circulatory
Other
no
no
yes
yes
no
[40-50)
2
30
5
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
10
9
4
23
0
0
0
Missing
Digestive
Respiratory
Other
normal
no
yes
yes
no
[70-80)
2
69
0
11
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
no