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
[90-100)
10
28
2
33
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Respiratory
high
no
yes
yes
no
[50-60)
4
40
0
10
0
0
0
Missing
Circulatory
Circulatory
Musculoskeletal
no
no
yes
yes
no
[70-80)
2
37
1
8
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
2
56
0
19
0
1
2
Missing
Respiratory
Other
Respiratory
no
no
yes
yes
yes
[80-90)
4
25
1
26
1
4
0
Missing
Circulatory
Diabetes
Other
normal
no
yes
yes
yes
[50-60)
10
32
2
19
0
0
0
Family/GeneralPractice
Injury
Other
Diabetes
no
no
yes
yes
no
[70-80)
6
72
0
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[40-50)
4
43
1
12
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
yes
[40-50)
14
73
1
24
0
0
0
Missing
Respiratory
Circulatory
Other
no
high
yes
yes
no
[80-90)
3
63
0
14
0
2
0
Cardiology
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
4
42
0
12
0
1
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
yes
[80-90)
1
3
0
8
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[80-90)
7
48
3
13
0
1
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
no
[80-90)
5
27
0
13
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
high
no
no
yes
yes
[80-90)
7
36
0
7
0
0
0
Missing
Musculoskeletal
Other
Circulatory
no
normal
no
no
yes
[80-90)
1
37
1
7
0
0
0
Other
Injury
Missing
Diabetes
no
no
no
yes
no
[70-80)
8
37
5
26
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
7
54
1
11
0
0
0
Surgery
Digestive
Other
Diabetes
no
no
yes
yes
yes
[70-80)
5
51
3
18
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[40-50)
13
10
1
4
0
0
0
Other
Other
Other
Other
no
normal
yes
yes
yes
[70-80)
3
29
2
8
0
0
0
Missing
Other
Respiratory
Other
no
no
no
no
yes
[70-80)
8
59
0
13
0
1
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
high
yes
yes
no
[50-60)
7
78
1
22
0
0
0
Emergency/Trauma
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
3
50
1
13
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
yes
yes
no
[50-60)
2
19
1
11
0
0
0
Missing
Digestive
Respiratory
Circulatory
no
no
no
no
no
[50-60)
1
18
0
12
2
0
0
Missing
Respiratory
Other
Circulatory
no
normal
no
no
yes
[70-80)
10
42
0
20
0
1
0
Missing
Other
Other
Other
no
no
no
yes
yes
[60-70)
6
18
1
23
0
0
0
Missing
Respiratory
Other
Other
normal
no
yes
yes
no
[40-50)
4
54
2
8
0
0
0
Family/GeneralPractice
Other
Digestive
Other
no
no
no
no
no
[50-60)
2
20
1
4
0
0
0
Surgery
Diabetes
Other
Other
no
no
no
no
no
[50-60)
13
34
1
27
0
0
0
Surgery
Circulatory
Diabetes
Other
no
no
no
yes
no
[50-60)
3
55
0
10
0
3
0
InternalMedicine
Circulatory
Other
Other
no
high
yes
yes
no
[40-50)
2
47
1
14
1
10
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
yes
[80-90)
6
34
0
8
3
0
0
Missing
Digestive
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
1
24
2
6
1
3
0
Missing
Other
Digestive
Circulatory
no
no
yes
yes
yes
[60-70)
1
13
0
13
2
3
1
Missing
Digestive
Circulatory
Other
no
high
yes
yes
yes
[80-90)
3
42
0
12
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
2
1
4
14
0
0
0
Family/GeneralPractice
Other
Injury
Other
no
no
yes
yes
no
[60-70)
4
44
0
16
0
0
0
Missing
Respiratory
Digestive
Digestive
no
no
yes
yes
yes
[50-60)
8
86
4
28
1
5
3
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
13
41
2
25
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
no
[70-80)
5
22
1
9
0
0
0
Surgery
Digestive
Respiratory
Other
normal
no
no
no
no
[40-50)
3
59
1
18
0
2
0
Other
Musculoskeletal
Other
Other
no
no
yes
yes
yes
[70-80)
2
39
0
12
0
0
0
Emergency/Trauma
Injury
Diabetes
Injury
no
no
no
yes
no
[60-70)
6
38
1
19
0
1
1
Missing
Other
Other
Circulatory
no
no
no
no
no
[80-90)
2
20
0
10
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[40-50)
3
16
0
5
0
0
0
Other
Other
Other
Diabetes
no
no
no
yes
no
[60-70)
4
81
4
38
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Digestive
no
no
no
yes
no
[80-90)
7
58
1
17
0
2
1
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
yes
yes
no
[80-90)
4
9
0
11
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[60-70)
2
38
4
11
0
0
0
Missing
Circulatory
Injury
Injury
no
no
yes
yes
no
[70-80)
3
30
0
13
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
no
[60-70)
7
61
2
22
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
9
64
1
35
0
0
3
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
5
1
1
10
0
0
0
Surgery
Other
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
3
67
0
9
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[80-90)
2
1
3
5
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
yes
yes
[90-100)
8
23
0
17
0
0
0
Missing
Respiratory
Other
Other
high
no
yes
yes
no
[70-80)
10
70
2
15
0
0
0
Emergency/Trauma
Other
Other
Other
no
high
yes
yes
no
[50-60)
5
72
1
12
0
0
0
InternalMedicine
Other
Other
Other
no
high
yes
yes
yes
[50-60)
3
40
2
13
0
0
0
Other
Circulatory
Other
Circulatory
no
no
no
no
no
[70-80)
7
46
0
18
2
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
6
19
3
36
0
0
0
Missing
Circulatory
Respiratory
Musculoskeletal
high
no
yes
yes
no
[70-80)
5
40
2
20
2
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
4
68
0
11
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[50-60)
2
58
0
5
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
no
no
[80-90)
2
58
0
3
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
no
no
no
[70-80)
5
44
2
11
0
0
0
Other
Musculoskeletal
Diabetes
Respiratory
no
no
no
yes
no
[60-70)
3
48
2
19
0
0
0
Other
Musculoskeletal
Other
Other
no
no
no
yes
no
[80-90)
3
62
0
15
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
8
71
0
30
0
0
0
Missing
Respiratory
Respiratory
Other
no
normal
yes
yes
no
[50-60)
2
43
0
10
0
1
0
Missing
Injury
Other
Other
no
no
yes
yes
no
[70-80)
3
68
0
16
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
4
30
0
12
1
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
yes
[70-80)
10
57
2
14
0
0
0
InternalMedicine
Other
Digestive
Circulatory
no
no
no
yes
no
[50-60)
1
9
2
14
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[60-70)
5
69
3
14
0
1
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
4
38
0
14
0
1
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[40-50)
5
51
2
9
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[50-60)
1
37
1
17
2
0
0
Missing
Musculoskeletal
Circulatory
Other
no
no
no
no
no
[40-50)
1
76
1
14
0
0
3
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
8
70
1
16
0
1
0
InternalMedicine
Circulatory
Other
Respiratory
no
no
yes
yes
no
[80-90)
4
58
0
10
0
1
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
yes
no
[70-80)
1
35
4
21
0
0
0
Surgery
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
no
[70-80)
1
17
6
10
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[40-50)
7
56
1
3
0
0
0
Other
Other
Other
Other
no
no
no
no
yes
[60-70)
3
45
0
10
2
4
3
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[80-90)
9
62
3
20
0
0
1
Missing
Digestive
Digestive
Other
no
no
no
yes
no
[80-90)
5
20
0
15
0
0
0
Family/GeneralPractice
Circulatory
Other
Injury
high
no
no
yes
yes
[50-60)
6
46
1
20
0
0
0
Other
Injury
Diabetes
Other
no
no
no
yes
no
[40-50)
2
9
0
14
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Other
normal
no
yes
yes
no
[80-90)
3
36
1
23
0
0
0
Other
Injury
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
6
64
1
14
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
no
no
yes
[50-60)
3
40
3
26
0
0
0
Surgery
Other
Digestive
Diabetes
no
no
no
no
no
[50-60)
2
1
3
12
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
4
18
0
11
2
0
0
Missing
Respiratory
Circulatory
Other
high
no
yes
yes
yes
[40-50)
1
35
5
16
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
7
56
0
23
0
4
0
Missing
Diabetes
Other
Musculoskeletal
no
no
yes
yes
no
[70-80)
2
56
0
11
0
0
0
Emergency/Trauma
Other
Other
Musculoskeletal
no
no
no
no
no
[60-70)
7
38
0
8
0
5
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
no
yes