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)
7
53
2
14
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
high
yes
yes
no
[60-70)
4
39
1
13
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
3
1
10
0
0
0
Surgery
Other
Respiratory
Circulatory
no
no
no
no
no
[70-80)
9
61
6
47
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
12
52
1
28
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
5
26
0
21
0
0
0
Family/GeneralPractice
Respiratory
Other
Circulatory
high
no
yes
yes
no
[60-70)
9
2
0
5
1
2
2
Emergency/Trauma
Other
Other
Digestive
no
no
yes
yes
no
[70-80)
3
53
6
26
1
1
1
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[40-50)
2
13
1
14
0
1
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[50-60)
2
13
0
16
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[70-80)
11
26
1
40
0
2
0
Missing
Respiratory
Respiratory
Other
high
no
yes
yes
no
[80-90)
2
60
1
16
0
2
0
Family/GeneralPractice
Diabetes
Other
Digestive
no
no
yes
yes
yes
[70-80)
8
66
5
22
1
1
0
Family/GeneralPractice
Injury
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
1
41
0
13
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
no
[70-80)
2
14
6
10
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
2
32
0
9
0
1
2
Missing
Respiratory
Respiratory
Other
no
no
no
no
no
[70-80)
8
54
3
27
0
0
0
Missing
Circulatory
Other
Digestive
no
no
no
yes
no
[70-80)
11
66
0
15
0
0
0
Missing
Other
Diabetes
Circulatory
no
high
yes
yes
yes
[60-70)
2
32
3
17
0
0
0
Missing
Injury
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
4
75
0
34
0
0
0
Emergency/Trauma
Other
Circulatory
Other
no
no
yes
yes
no
[40-50)
3
68
0
6
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
high
yes
yes
no
[60-70)
7
85
0
18
0
0
0
Emergency/Trauma
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[40-50)
9
53
3
23
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
3
52
3
18
2
4
1
Missing
Digestive
Other
Digestive
no
no
no
yes
yes
[60-70)
2
9
0
8
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
8
43
0
20
0
0
0
Other
Circulatory
Other
Respiratory
no
high
yes
yes
no
[80-90)
1
23
3
40
0
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
27
4
4
0
0
0
Surgery
Other
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
3
75
0
16
0
2
0
Family/GeneralPractice
Diabetes
Other
Circulatory
no
normal
no
yes
yes
[70-80)
3
71
1
18
1
2
0
Missing
Digestive
Respiratory
Respiratory
no
no
no
yes
no
[50-60)
4
34
3
8
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Other
no
no
no
yes
no
[70-80)
3
47
0
17
0
1
3
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
4
59
0
14
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
yes
[50-60)
3
50
1
7
0
0
0
Family/GeneralPractice
Digestive
Other
Diabetes
no
no
no
no
yes
[60-70)
14
66
0
22
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
6
57
2
21
0
0
0
Missing
Other
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
5
48
5
31
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[70-80)
5
66
4
18
0
0
0
Emergency/Trauma
Injury
Injury
Musculoskeletal
no
high
yes
yes
no
[70-80)
6
67
0
22
0
2
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[40-50)
3
26
0
8
0
3
1
Missing
Other
Other
Other
no
no
yes
yes
no
[40-50)
3
1
3
9
1
0
0
Other
Other
Other
Other
no
no
no
yes
no
[60-70)
10
81
0
17
0
2
0
Missing
Other
Circulatory
Other
no
normal
no
yes
yes
[80-90)
3
15
0
12
1
1
0
Family/GeneralPractice
Injury
Circulatory
Musculoskeletal
normal
no
no
yes
yes
[40-50)
10
21
0
6
0
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[60-70)
4
58
2
10
1
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
no
[60-70)
1
38
0
10
0
0
0
Missing
Other
Digestive
Digestive
no
no
no
no
no
[50-60)
5
69
1
23
1
1
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[80-90)
2
68
0
9
0
2
0
InternalMedicine
Digestive
Respiratory
Circulatory
no
high
no
yes
no
[50-60)
1
57
0
10
0
0
0
Emergency/Trauma
Other
Diabetes
Other
no
no
yes
yes
no
[40-50)
2
55
0
10
4
6
2
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
yes
[60-70)
2
14
0
19
0
0
0
Missing
Respiratory
Respiratory
Other
high
no
yes
yes
yes
[70-80)
3
49
3
16
0
0
0
Cardiology
Circulatory
Circulatory
Digestive
no
no
no
no
no
[50-60)
5
50
3
11
0
1
0
Other
Other
Other
Other
no
no
no
no
no
[80-90)
3
34
0
11
1
1
1
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
1
37
0
10
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
4
37
0
10
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
4
45
0
19
0
1
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
13
38
1
14
0
1
0
Other
Other
Other
Other
no
no
no
yes
yes
[50-60)
5
68
6
28
0
0
0
Surgery
Diabetes
Circulatory
Other
no
high
no
yes
no
[90-100)
6
21
2
29
2
1
0
InternalMedicine
Respiratory
Respiratory
Diabetes
high
no
yes
yes
yes
[60-70)
6
42
4
33
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
4
62
1
12
0
0
0
Missing
Diabetes
Circulatory
Other
no
high
yes
yes
no
[80-90)
2
34
0
7
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[40-50)
11
74
6
28
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
6
54
6
52
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
1
8
2
7
0
0
1
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[70-80)
4
46
6
10
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
1
19
1
18
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[70-80)
3
19
1
10
1
0
0
Missing
Digestive
Diabetes
Digestive
high
no
no
no
yes
[60-70)
2
69
0
14
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
high
yes
yes
yes
[70-80)
2
58
0
17
0
0
0
InternalMedicine
Other
Respiratory
Digestive
no
no
no
no
yes
[50-60)
3
54
0
15
0
7
0
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
4
43
1
27
0
1
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
no
no
yes
no
[60-70)
5
38
1
22
0
0
1
Emergency/Trauma
Respiratory
Other
Other
no
no
yes
yes
yes
[80-90)
5
59
2
24
0
1
1
Emergency/Trauma
Injury
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
3
47
0
11
3
3
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[40-50)
7
70
0
12
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
no
[80-90)
3
44
3
18
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[70-80)
2
1
0
3
0
1
1
Missing
Other
Other
Diabetes
no
no
no
yes
no
[40-50)
3
12
6
12
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
3
40
1
5
0
0
0
Missing
Injury
Injury
Circulatory
no
no
no
yes
yes
[60-70)
3
27
2
14
2
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
no
no
yes
[60-70)
4
54
1
17
0
1
0
Missing
Digestive
Circulatory
Digestive
no
no
yes
yes
no
[80-90)
2
39
0
11
0
0
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
no
no
no
[60-70)
5
46
1
23
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
2
32
1
9
0
1
0
Emergency/Trauma
Other
Missing
Other
no
no
no
no
no
[50-60)
2
60
0
3
3
0
0
InternalMedicine
Digestive
Circulatory
Other
no
no
no
no
yes
[70-80)
2
33
1
21
2
0
0
Other
Injury
Other
Other
no
no
yes
yes
no
[60-70)
3
19
5
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
6
19
0
10
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[80-90)
5
60
3
23
0
0
1
Missing
Injury
Other
Injury
no
no
yes
yes
yes
[80-90)
3
78
0
17
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
normal
yes
yes
yes
[90-100)
1
55
0
10
0
1
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[50-60)
1
44
0
7
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
normal
no
yes
no
[40-50)
2
42
0
22
0
3
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
yes
no
[80-90)
3
47
0
13
0
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
12
72
0
18
0
0
0
Other
Respiratory
Respiratory
Diabetes
no
high
no
yes
no
[50-60)
6
24
1
26
0
3
0
Other
Other
Other
Other
high
no
no
yes
yes
[80-90)
2
2
1
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[40-50)
5
67
0
6
0
0
0
Other
Diabetes
Other
Other
no
high
yes
yes
no