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
[60-70)
3
13
0
4
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
no
yes
[60-70)
14
45
6
18
0
0
0
Missing
Circulatory
Respiratory
Digestive
no
no
no
no
yes
[70-80)
1
18
0
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
normal
no
no
yes
no
[70-80)
6
51
0
26
0
1
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
yes
[70-80)
6
30
2
18
0
1
0
Missing
Injury
Circulatory
Diabetes
no
no
no
no
no
[50-60)
5
72
1
14
0
1
0
Missing
Other
Other
Diabetes
no
normal
yes
yes
yes
[50-60)
3
37
2
8
1
1
2
Family/GeneralPractice
Diabetes
Circulatory
Other
no
no
no
yes
yes
[70-80)
5
41
0
13
0
0
0
Family/GeneralPractice
Respiratory
Other
Respiratory
no
no
no
yes
no
[60-70)
6
45
1
17
2
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[40-50)
2
54
0
12
1
0
0
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
23
0
7
0
0
1
Missing
Other
Diabetes
Missing
normal
no
no
yes
no
[40-50)
9
54
0
19
0
2
2
Missing
Diabetes
Digestive
Circulatory
no
no
no
yes
no
[60-70)
1
3
0
8
0
1
1
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
2
42
1
16
0
1
0
Family/GeneralPractice
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
2
41
0
4
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
3
1
3
12
0
0
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
1
50
3
16
3
3
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[40-50)
4
5
1
19
2
0
0
Surgery
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
13
80
2
30
0
2
0
Other
Injury
Circulatory
Other
no
no
no
yes
no
[40-50)
5
44
0
18
0
4
1
Missing
Diabetes
Other
Digestive
high
no
no
yes
yes
[50-60)
4
1
4
24
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[80-90)
4
60
1
20
0
0
0
Other
Injury
Injury
Respiratory
no
no
yes
yes
yes
[70-80)
12
47
0
22
0
0
0
Missing
Other
Diabetes
Other
no
high
yes
yes
no
[50-60)
2
58
0
12
0
0
2
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
4
52
2
20
0
0
0
Missing
Musculoskeletal
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
52
1
13
0
0
0
Missing
Other
Digestive
Digestive
normal
no
no
no
yes
[60-70)
4
21
1
19
0
0
0
Missing
Musculoskeletal
Circulatory
Other
no
no
no
yes
no
[70-80)
1
14
1
8
0
0
0
Other
Digestive
Other
Diabetes
no
no
no
yes
yes
[80-90)
7
77
0
25
1
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[60-70)
6
59
1
17
1
1
0
Other
Circulatory
Other
Other
no
no
yes
yes
yes
[60-70)
3
13
3
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
yes
[40-50)
8
73
4
23
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
11
35
4
13
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
no
no
[40-50)
3
57
3
24
0
0
0
Missing
Injury
Other
Injury
no
no
yes
yes
yes
[70-80)
8
56
1
14
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
no
[40-50)
8
40
2
14
1
13
0
Missing
Digestive
Digestive
Other
no
no
no
no
yes
[50-60)
5
59
0
24
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
3
19
6
20
0
0
0
Surgery
Circulatory
Diabetes
Other
no
no
no
yes
yes
[60-70)
9
34
0
20
0
0
0
Missing
Other
Musculoskeletal
Other
no
no
yes
yes
no
[50-60)
2
38
2
11
0
1
0
InternalMedicine
Diabetes
Other
Digestive
no
high
yes
yes
yes
[50-60)
1
34
0
19
1
1
0
Other
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
6
62
4
33
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[40-50)
2
2
0
16
0
1
0
Missing
Respiratory
Other
Digestive
no
no
no
no
no
[50-60)
3
3
4
15
0
0
0
Missing
Other
Other
Diabetes
no
normal
yes
yes
no
[70-80)
5
47
1
15
0
2
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[70-80)
2
54
0
20
0
0
0
Missing
Circulatory
Respiratory
Other
no
normal
yes
yes
no
[70-80)
3
61
2
11
0
0
1
Family/GeneralPractice
Other
Other
Digestive
no
normal
no
yes
no
[40-50)
3
63
0
19
1
0
1
Missing
Digestive
Diabetes
Circulatory
no
high
yes
yes
yes
[70-80)
2
35
1
7
0
2
0
Other
Other
Other
Diabetes
no
no
no
no
yes
[80-90)
5
61
1
16
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
no
[70-80)
1
43
0
5
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
3
66
1
6
0
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
high
yes
yes
no
[70-80)
3
41
0
20
0
1
0
Family/GeneralPractice
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
2
63
1
7
0
0
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[70-80)
6
48
0
6
0
0
0
Other
Injury
Diabetes
Other
no
no
yes
yes
yes
[40-50)
1
74
3
16
0
0
0
Cardiology
Digestive
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
1
46
5
14
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
8
49
1
10
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
yes
yes
no
[70-80)
1
43
3
11
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
64
0
9
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
no
no
[60-70)
6
38
1
22
4
1
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
4
61
1
13
0
0
0
Family/GeneralPractice
Digestive
Digestive
Diabetes
no
no
no
yes
yes
[60-70)
4
30
0
11
3
2
0
InternalMedicine
Other
Musculoskeletal
Circulatory
no
no
yes
yes
yes
[40-50)
1
29
0
19
0
0
0
Missing
Digestive
Other
Respiratory
no
no
no
no
no
[50-60)
4
63
1
22
0
2
0
Missing
Digestive
Other
Other
no
high
no
yes
yes
[80-90)
7
60
3
23
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Other
no
no
no
no
yes
[70-80)
7
50
0
22
0
0
1
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
no
[40-50)
10
63
2
38
0
1
0
Missing
Circulatory
Injury
Other
no
no
yes
yes
yes
[60-70)
12
97
4
20
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
10
53
1
20
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
no
no
[70-80)
3
37
3
13
0
0
0
InternalMedicine
Other
Diabetes
Other
no
no
no
yes
no
[60-70)
1
59
3
21
0
0
0
Other
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
4
1
14
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
6
77
3
13
4
4
0
InternalMedicine
Diabetes
Circulatory
Circulatory
no
high
yes
yes
yes
[50-60)
13
39
5
43
0
2
0
InternalMedicine
Diabetes
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
3
1
0
8
0
0
0
Emergency/Trauma
Circulatory
Other
Other
no
no
yes
yes
yes
[80-90)
4
45
0
8
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[80-90)
4
23
1
14
0
0
2
Other
Other
Digestive
Circulatory
normal
no
no
yes
yes
[70-80)
1
6
2
15
1
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
1
20
0
7
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[80-90)
7
11
2
10
0
1
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
3
66
2
18
0
1
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[50-60)
3
14
0
14
0
0
0
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[40-50)
4
46
0
15
0
0
3
Missing
Injury
Other
Other
no
no
no
no
yes
[40-50)
2
59
0
13
0
1
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[40-50)
5
30
5
13
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[50-60)
1
21
5
15
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
2
16
1
15
3
0
0
Missing
Injury
Other
Other
normal
no
yes
yes
no
[70-80)
3
50
4
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
2
32
5
11
0
0
0
Missing
Circulatory
Circulatory
Injury
no
normal
no
yes
no
[60-70)
3
41
0
13
0
1
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[80-90)
3
61
0
11
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
no
no
no
[60-70)
1
78
0
5
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
high
no
yes
no
[70-80)
4
20
1
28
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
no
no
no
no
[60-70)
1
47
0
12
0
0
0
Emergency/Trauma
Digestive
Respiratory
Respiratory
no
high
no
yes
no
[50-60)
1
46
0
15
3
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
yes
yes
[80-90)
2
28
0
20
4
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
9
1
26
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
5
58
0
9
0
1
1
InternalMedicine
Other
Diabetes
Circulatory
no
normal
yes
yes
no
[60-70)
1
38
4
16
0
1
0
Other
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no