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)
1
52
0
11
0
2
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
2
42
2
13
3
5
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
4
0
1
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
2
59
1
17
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
10
42
0
14
0
0
0
Other
Other
Diabetes
Other
no
no
yes
yes
no
[40-50)
11
90
0
33
0
7
0
Other
Respiratory
Other
Other
no
no
yes
yes
yes
[80-90)
10
60
0
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
no
[80-90)
9
10
0
12
0
1
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[40-50)
2
49
0
20
0
1
1
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
yes
[80-90)
2
13
0
13
1
1
0
Missing
Circulatory
Circulatory
Other
high
no
no
yes
no
[80-90)
3
3
0
8
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[60-70)
2
76
0
17
1
1
0
Emergency/Trauma
Digestive
Diabetes
Circulatory
no
high
yes
yes
no
[60-70)
2
45
2
9
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
no
no
no
no
[70-80)
3
47
0
13
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
no
no
[50-60)
2
2
4
25
0
0
0
Other
Injury
Injury
Circulatory
no
no
no
yes
yes
[60-70)
3
29
1
10
0
0
1
Surgery
Digestive
Digestive
Diabetes
no
no
no
no
no
[70-80)
4
45
2
13
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[60-70)
2
35
3
10
0
0
0
Missing
Other
Digestive
Digestive
no
no
no
yes
yes
[50-60)
1
34
0
13
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
4
34
0
15
0
0
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
6
53
2
17
0
0
0
Other
Musculoskeletal
Digestive
Other
no
no
yes
yes
no
[80-90)
3
59
1
9
0
1
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
yes
[60-70)
5
56
4
16
0
3
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
70
3
13
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
high
no
yes
yes
[70-80)
4
40
1
17
0
2
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
64
3
23
0
0
0
Family/GeneralPractice
Other
Respiratory
Diabetes
no
high
no
no
yes
[60-70)
8
42
1
23
0
0
0
Family/GeneralPractice
Diabetes
Respiratory
Other
no
no
no
yes
yes
[60-70)
11
78
1
23
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[60-70)
4
37
2
20
1
0
0
Missing
Digestive
Other
Circulatory
no
no
no
no
no
[80-90)
8
52
2
28
0
1
0
Missing
Injury
Diabetes
Other
no
no
yes
yes
no
[50-60)
4
44
0
19
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[60-70)
2
45
0
11
0
0
0
Missing
Diabetes
Other
Respiratory
no
no
yes
yes
no
[60-70)
2
65
0
10
0
1
0
Missing
Other
Respiratory
Other
no
high
no
yes
yes
[60-70)
2
62
0
4
0
0
0
Missing
Respiratory
Circulatory
Digestive
normal
no
no
no
no
[40-50)
3
57
0
8
0
0
0
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
no
[80-90)
3
47
0
14
0
1
0
InternalMedicine
Injury
Other
Circulatory
no
no
yes
yes
no
[80-90)
2
25
0
4
0
1
0
Missing
Other
Circulatory
Diabetes
no
no
no
no
no
[80-90)
8
59
2
12
0
1
0
InternalMedicine
Other
Respiratory
Diabetes
no
no
no
yes
yes
[80-90)
7
67
0
16
0
3
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
1
11
6
16
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[50-60)
8
38
4
27
0
0
0
Other
Diabetes
Circulatory
Other
no
no
no
yes
no
[50-60)
9
89
4
16
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
no
[70-80)
3
47
0
9
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[40-50)
14
57
6
25
0
0
0
Other
Other
Injury
Other
no
no
yes
yes
yes
[90-100)
3
15
0
8
1
0
0
Family/GeneralPractice
Other
Digestive
Other
normal
no
no
yes
yes
[50-60)
5
62
0
18
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
8
61
2
39
0
0
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
yes
yes
yes
[60-70)
1
5
6
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
28
2
21
0
0
0
Surgery
Circulatory
Circulatory
Respiratory
no
no
no
no
no
[60-70)
11
89
3
53
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
high
yes
yes
yes
[50-60)
1
24
5
10
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[80-90)
5
40
0
21
0
1
0
Missing
Injury
Other
Respiratory
no
no
yes
yes
no
[60-70)
2
54
0
7
0
0
0
Family/GeneralPractice
Digestive
Other
Diabetes
no
high
no
no
no
[50-60)
2
3
1
14
0
0
0
Other
Other
Other
Diabetes
no
normal
no
no
yes
[70-80)
5
55
4
25
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[80-90)
10
50
2
23
0
3
2
Missing
Diabetes
Other
Other
no
no
no
no
yes
[40-50)
2
35
0
9
0
3
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
4
50
0
6
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
no
yes
no
[70-80)
2
61
0
11
3
6
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
yes
[70-80)
10
46
3
25
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
high
yes
yes
yes
[70-80)
1
27
0
13
3
1
0
Missing
Diabetes
Other
Circulatory
no
high
yes
yes
yes
[50-60)
4
47
0
13
0
1
0
Missing
Other
Digestive
Other
no
no
no
yes
yes
[80-90)
5
40
0
10
5
0
0
Missing
Other
Musculoskeletal
Circulatory
no
no
yes
yes
no
[70-80)
2
41
1
17
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
6
44
2
23
0
0
0
Other
Musculoskeletal
Musculoskeletal
Musculoskeletal
no
normal
no
no
yes
[40-50)
4
25
1
20
0
0
0
Missing
Diabetes
Other
Other
high
no
yes
yes
yes
[80-90)
6
56
3
9
0
0
0
Missing
Circulatory
Diabetes
Diabetes
no
no
no
no
yes
[80-90)
2
31
0
13
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[40-50)
2
26
0
13
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
no
[80-90)
2
60
2
7
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
no
yes
[80-90)
10
39
0
10
0
2
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
3
68
0
12
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
35
1
14
0
0
1
Missing
Digestive
Digestive
Diabetes
no
normal
no
no
no
[50-60)
3
37
1
8
0
9
1
InternalMedicine
Digestive
Other
Digestive
no
no
no
no
yes
[70-80)
3
39
1
8
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
no
yes
[40-50)
2
45
0
14
0
0
0
Surgery
Circulatory
Injury
Circulatory
no
no
yes
yes
no
[70-80)
7
49
3
21
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
4
70
2
12
0
1
1
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
2
40
0
3
0
0
0
Other
Injury
Other
Circulatory
no
no
no
yes
no
[70-80)
5
38
1
17
2
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
2
39
0
16
0
1
0
InternalMedicine
Respiratory
Diabetes
Diabetes
no
no
no
no
yes
[80-90)
6
58
0
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
2
3
0
8
0
1
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
5
23
1
13
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[60-70)
6
44
3
18
0
1
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
no
yes
[70-80)
3
64
0
17
6
1
1
Missing
Other
Other
Other
high
no
yes
yes
yes
[80-90)
3
52
0
14
0
0
1
InternalMedicine
Respiratory
Diabetes
Circulatory
no
high
yes
yes
no
[50-60)
1
2
0
11
2
3
3
Emergency/Trauma
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
1
28
0
12
1
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
no
[80-90)
4
52
0
21
0
4
0
Missing
Other
Other
Respiratory
no
no
yes
yes
yes
[80-90)
2
19
0
15
0
2
0
Missing
Respiratory
Other
Circulatory
high
no
no
no
yes
[50-60)
4
41
4
22
1
1
0
Other
Injury
Other
Diabetes
no
no
no
no
no
[50-60)
2
17
1
10
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
4
30
3
8
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
no
yes
no
[70-80)
8
56
3
13
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
2
40
0
5
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
yes
yes
yes
[60-70)
5
37
1
19
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
no
no
[70-80)
3
56
0
11
0
2
0
Missing
Diabetes
Other
Other
no
no
no
yes
no
[50-60)
5
69
0
21
1
0
1
Missing
Circulatory
Other
Diabetes
no
high
no
yes
yes
[60-70)
2
60
1
14
0
1
3
Missing
Other
Other
Other
no
no
no
yes
yes