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
[50-60)
3
62
0
8
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
high
yes
yes
yes
[70-80)
5
38
2
12
0
1
0
Emergency/Trauma
Injury
Other
Other
no
no
no
no
no
[50-60)
2
43
0
9
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
no
[50-60)
9
88
6
68
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
32
3
13
0
1
0
Other
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
6
66
3
37
0
0
0
Surgery
Musculoskeletal
Respiratory
Circulatory
no
no
yes
yes
no
[40-50)
6
64
0
12
0
1
0
Emergency/Trauma
Other
Other
Diabetes
no
high
yes
yes
yes
[70-80)
3
65
0
26
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
1
2
2
7
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
12
38
6
29
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[60-70)
3
46
0
15
3
3
0
Missing
Circulatory
Other
Other
no
no
no
yes
yes
[70-80)
1
1
2
4
0
1
0
Surgery
Injury
Missing
Diabetes
no
no
no
yes
no
[80-90)
3
15
1
20
0
0
0
Other
Injury
Other
Other
high
no
no
yes
no
[80-90)
3
29
0
13
0
0
1
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
2
27
0
15
2
2
1
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[40-50)
2
31
0
7
0
0
1
Emergency/Trauma
Diabetes
Other
Circulatory
no
no
no
yes
no
[50-60)
5
38
1
14
0
8
2
InternalMedicine
Digestive
Other
Digestive
no
no
no
no
yes
[80-90)
6
50
0
19
0
5
1
Missing
Diabetes
Respiratory
Respiratory
no
no
yes
yes
no
[60-70)
6
17
0
9
0
0
1
Family/GeneralPractice
Other
Diabetes
Other
normal
no
yes
yes
yes
[50-60)
9
54
0
20
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[60-70)
3
40
0
17
1
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[90-100)
6
48
0
24
0
1
0
Missing
Circulatory
Circulatory
Other
no
normal
no
yes
no
[60-70)
6
57
3
17
0
1
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
4
62
3
32
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[70-80)
7
32
2
25
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
yes
yes
no
[70-80)
7
9
2
14
0
2
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
1
47
1
20
1
0
0
Missing
Injury
Other
Diabetes
no
normal
no
yes
no
[70-80)
3
49
2
13
0
0
0
InternalMedicine
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
13
30
2
15
0
1
2
InternalMedicine
Musculoskeletal
Circulatory
Other
no
no
yes
yes
yes
[80-90)
4
46
0
14
0
1
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
10
3
15
1
0
0
Other
Other
Respiratory
Other
no
no
yes
yes
no
[60-70)
8
50
0
20
0
1
0
Other
Respiratory
Respiratory
Other
no
no
no
no
yes
[80-90)
1
41
0
12
0
1
1
Family/GeneralPractice
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
5
35
2
22
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
2
46
0
4
0
0
0
InternalMedicine
Other
Diabetes
Missing
no
high
no
yes
no
[50-60)
3
35
2
14
0
1
1
Other
Digestive
Circulatory
Other
no
no
yes
yes
yes
[60-70)
1
20
0
9
0
0
0
Family/GeneralPractice
Respiratory
Other
Diabetes
normal
no
no
yes
yes
[80-90)
2
53
0
11
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
2
55
4
12
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
no
yes
[80-90)
11
49
2
30
0
2
0
Missing
Circulatory
Other
Circulatory
no
high
no
yes
no
[40-50)
5
44
2
41
1
1
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
8
63
1
40
0
1
0
Missing
Other
Circulatory
Other
no
normal
yes
yes
yes
[80-90)
6
62
6
34
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
3
58
0
20
4
2
2
Missing
Other
Other
Injury
no
no
yes
yes
yes
[80-90)
2
51
0
12
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
1
43
2
4
0
0
1
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
no
yes
no
[80-90)
6
72
0
27
0
0
1
Missing
Respiratory
Respiratory
Other
no
high
yes
yes
yes
[60-70)
4
78
4
27
0
0
0
Other
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
3
48
3
14
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Circulatory
no
high
yes
yes
no
[80-90)
8
44
2
9
0
1
0
InternalMedicine
Other
Other
Circulatory
normal
no
no
no
no
[70-80)
1
29
0
9
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
no
no
no
yes
[50-60)
3
30
4
7
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
3
41
4
20
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
2
19
1
15
0
0
0
Missing
Circulatory
Respiratory
Other
no
normal
yes
yes
yes
[70-80)
3
60
0
30
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
high
no
yes
yes
[50-60)
1
29
6
7
0
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
3
22
1
21
0
0
0
Other
Musculoskeletal
Other
Other
normal
no
no
no
yes
[60-70)
8
33
1
26
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
1
62
0
11
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
7
78
2
27
0
0
1
Emergency/Trauma
Circulatory
Diabetes
Other
no
high
yes
yes
yes
[70-80)
3
61
0
12
2
1
1
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
5
50
3
19
0
0
1
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
4
40
0
12
0
0
0
InternalMedicine
Digestive
Respiratory
Other
no
no
no
yes
no
[70-80)
11
37
3
24
0
0
0
Surgery
Other
Digestive
Other
no
no
no
no
no
[40-50)
4
58
0
14
0
1
0
Other
Other
Other
Other
no
no
no
no
yes
[40-50)
5
47
6
24
0
1
2
Missing
Circulatory
Injury
Injury
no
no
yes
yes
yes
[40-50)
8
58
2
17
0
0
0
Missing
Circulatory
Diabetes
Diabetes
no
high
yes
yes
yes
[80-90)
9
55
1
18
0
2
0
Missing
Diabetes
Circulatory
Other
no
normal
yes
yes
no
[60-70)
2
60
1
14
3
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[50-60)
2
31
2
17
2
5
0
Surgery
Circulatory
Other
Circulatory
no
no
no
no
yes
[70-80)
5
61
5
19
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
5
66
2
35
0
0
0
Missing
Other
Circulatory
Digestive
no
normal
no
yes
yes
[70-80)
4
62
0
12
0
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[80-90)
5
31
6
32
2
1
1
Other
Musculoskeletal
Diabetes
Other
no
no
no
no
yes
[90-100)
2
36
0
16
1
2
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[50-60)
3
70
0
10
0
0
0
InternalMedicine
Digestive
Diabetes
Other
high
no
no
no
yes
[80-90)
4
72
0
14
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
high
no
yes
no
[50-60)
3
45
0
17
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[40-50)
2
28
0
16
0
0
0
Other
Injury
Other
Injury
no
no
yes
yes
no
[70-80)
2
48
0
10
0
1
0
InternalMedicine
Other
Other
Other
no
no
no
no
yes
[50-60)
4
36
0
17
0
1
3
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[50-60)
11
67
0
16
0
0
0
Missing
Injury
Injury
Other
no
normal
yes
yes
no
[70-80)
3
48
0
12
0
0
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
14
33
0
23
0
1
0
Other
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
5
53
0
21
0
0
2
Missing
Other
Other
Other
no
no
no
yes
no
[50-60)
1
47
0
13
0
0
0
InternalMedicine
Circulatory
Musculoskeletal
Other
no
no
no
yes
yes
[40-50)
5
67
0
29
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
high
yes
yes
yes
[80-90)
2
47
0
8
0
0
0
Emergency/Trauma
Digestive
Other
Other
no
no
no
no
no
[50-60)
5
60
0
5
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
normal
yes
yes
no
[70-80)
1
47
1
24
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
2
17
0
11
0
0
0
Missing
Circulatory
Other
Other
normal
no
no
yes
no
[60-70)
3
69
3
11
1
1
0
Family/GeneralPractice
Diabetes
Musculoskeletal
Circulatory
no
high
yes
yes
yes
[60-70)
3
50
0
17
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
no
[70-80)
1
30
0
10
0
2
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
6
66
0
17
0
1
0
Family/GeneralPractice
Respiratory
Other
Respiratory
no
no
yes
yes
no
[50-60)
9
88
1
20
0
0
0
Missing
Other
Other
Musculoskeletal
no
no
yes
yes
no
[80-90)
13
81
1
30
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
3
3
1
12
3
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
no
[70-80)
3
46
0
10
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
yes
[80-90)
12
55
0
17
0
0
0
Missing
Other
Other
Other
no
no
no
no
no