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)
2
1
0
9
0
0
0
Emergency/Trauma
Diabetes
Respiratory
Other
no
no
yes
yes
no
[60-70)
3
1
4
15
1
0
0
Missing
Other
Injury
Digestive
no
no
no
no
no
[40-50)
3
72
3
14
0
0
0
Missing
Circulatory
Diabetes
Other
no
high
yes
yes
no
[50-60)
3
44
0
13
0
0
1
Missing
Other
Other
Other
no
no
no
no
yes
[50-60)
4
32
2
10
0
1
0
Missing
Injury
Other
Circulatory
no
no
no
no
yes
[60-70)
11
68
2
15
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
7
38
0
12
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[70-80)
2
26
1
13
0
0
0
Cardiology
Other
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
3
37
1
12
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
yes
[50-60)
1
51
3
15
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
8
40
2
36
1
1
0
Surgery
Digestive
Other
Other
no
no
yes
yes
no
[70-80)
7
1
0
10
0
1
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
6
1
0
10
0
0
1
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
3
0
19
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
9
6
0
20
0
0
0
Family/GeneralPractice
Respiratory
Injury
Other
no
no
yes
yes
yes
[80-90)
2
16
0
11
1
0
2
Family/GeneralPractice
Respiratory
Respiratory
Other
high
no
yes
yes
yes
[70-80)
9
36
2
15
2
2
0
Missing
Digestive
Respiratory
Other
no
no
yes
yes
yes
[70-80)
10
75
0
29
0
0
0
InternalMedicine
Diabetes
Circulatory
Circulatory
no
high
yes
yes
no
[70-80)
4
49
0
13
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
1
44
1
8
0
0
0
Other
Respiratory
Other
Circulatory
no
no
no
no
no
[50-60)
4
51
0
17
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
no
[50-60)
2
64
0
12
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[60-70)
3
48
1
12
0
0
0
Other
Injury
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
1
12
6
10
0
0
0
Other
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
13
64
0
12
0
5
0
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
yes
yes
no
[70-80)
5
44
0
10
0
2
0
Missing
Digestive
Diabetes
Circulatory
no
normal
no
yes
no
[60-70)
2
35
4
10
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
7
52
0
12
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
no
yes
[60-70)
10
19
3
44
0
0
0
Missing
Other
Other
Circulatory
high
no
yes
yes
no
[40-50)
1
51
4
19
0
0
0
Missing
Respiratory
Digestive
Digestive
no
no
no
no
no
[60-70)
5
72
2
19
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[70-80)
1
26
0
15
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[70-80)
5
70
0
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
6
36
0
12
0
0
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
normal
no
yes
no
[60-70)
4
47
2
18
0
2
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[70-80)
5
12
1
12
0
1
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
no
no
yes
[70-80)
6
49
0
12
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
1
3
0
11
2
0
0
Other
Other
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
5
49
1
35
0
0
0
Emergency/Trauma
Musculoskeletal
Respiratory
Circulatory
no
no
no
yes
yes
[40-50)
3
35
1
10
0
1
0
Surgery
Diabetes
Circulatory
Other
no
high
no
no
no
[60-70)
8
69
2
25
0
3
0
Missing
Other
Other
Other
no
no
yes
yes
no
[80-90)
1
34
0
8
0
0
0
Emergency/Trauma
Respiratory
Diabetes
Other
no
no
yes
yes
no
[60-70)
10
55
2
21
0
0
0
InternalMedicine
Injury
Other
Circulatory
no
no
no
yes
no
[90-100)
7
1
0
6
1
1
0
Missing
Other
Other
Respiratory
no
no
yes
yes
no
[50-60)
2
53
0
14
2
2
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
4
39
0
6
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
5
37
5
7
0
1
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
4
73
3
24
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
1
35
0
19
0
2
1
Missing
Respiratory
Other
Other
no
no
no
yes
no
[70-80)
11
53
0
18
0
2
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[50-60)
3
31
4
20
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
6
76
1
26
0
0
2
Missing
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
no
[80-90)
2
54
0
4
0
0
0
Missing
Other
Diabetes
Other
no
no
no
no
no
[50-60)
7
41
2
13
0
0
0
Missing
Other
Diabetes
Musculoskeletal
no
high
yes
yes
no
[40-50)
4
24
3
24
1
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
4
44
2
24
3
2
0
Other
Digestive
Other
Circulatory
no
no
yes
yes
yes
[80-90)
8
59
1
19
0
0
0
Missing
Injury
Injury
Circulatory
no
no
yes
yes
no
[60-70)
1
41
6
21
0
1
0
Family/GeneralPractice
Circulatory
Other
Respiratory
no
no
yes
yes
yes
[50-60)
2
43
0
8
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
4
69
0
14
0
0
1
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[40-50)
2
5
0
12
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[90-100)
1
36
0
6
0
0
0
InternalMedicine
Other
Other
Other
no
normal
no
no
no
[40-50)
4
70
0
12
0
0
0
Missing
Digestive
Diabetes
Other
no
high
yes
yes
no
[50-60)
8
62
2
21
0
0
0
Surgery
Other
Digestive
Diabetes
no
no
yes
yes
no
[80-90)
5
43
0
23
1
2
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
yes
no
[70-80)
12
53
3
32
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
1
1
1
4
0
0
0
Missing
Injury
Other
Other
no
no
no
yes
no
[40-50)
1
18
5
13
0
0
0
Missing
Respiratory
Diabetes
Digestive
high
no
no
yes
yes
[50-60)
1
35
0
7
1
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[40-50)
1
9
0
5
1
3
4
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
no
[60-70)
5
58
6
62
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
3
0
7
0
2
2
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
4
30
3
29
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
yes
[60-70)
13
68
1
14
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[60-70)
5
19
1
12
1
0
0
Missing
Other
Digestive
Other
no
no
no
yes
yes
[70-80)
11
13
0
12
0
0
0
Other
Other
Musculoskeletal
Musculoskeletal
no
no
no
yes
no
[70-80)
9
51
2
15
0
0
0
InternalMedicine
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
2
57
1
9
0
0
0
Missing
Other
Diabetes
Musculoskeletal
no
no
yes
yes
yes
[70-80)
8
28
1
29
0
3
0
Other
Diabetes
Musculoskeletal
Circulatory
no
no
no
yes
yes
[50-60)
3
48
0
12
0
4
0
InternalMedicine
Diabetes
Circulatory
Circulatory
no
high
no
no
yes
[70-80)
1
59
0
9
0
1
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
no
[50-60)
5
39
0
9
0
1
0
Missing
Other
Other
Digestive
no
no
no
yes
yes
[70-80)
2
64
0
10
0
1
0
Other
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
7
83
0
20
0
0
0
Missing
Other
Circulatory
Other
no
high
no
no
no
[70-80)
5
41
0
12
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
no
no
no
[60-70)
6
42
2
22
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
5
53
2
15
0
0
0
InternalMedicine
Digestive
Digestive
Other
no
no
no
yes
yes
[50-60)
3
32
0
13
0
0
1
Cardiology
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
4
16
0
8
0
2
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
2
40
3
20
0
2
0
Emergency/Trauma
Injury
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
4
11
4
12
0
0
1
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
10
0
9
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
yes
yes
no
[50-60)
4
64
1
19
0
1
0
Family/GeneralPractice
Other
Other
Other
no
high
yes
yes
no
[50-60)
4
46
1
13
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
yes
[70-80)
3
52
1
9
0
0
0
Missing
Other
Circulatory
Diabetes
no
high
yes
yes
yes
[50-60)
1
53
6
22
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
6
36
3
11
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
no
[70-80)
2
41
2
20
0
4
0
Cardiology
Digestive
Circulatory
Respiratory
no
no
no
yes
yes
[40-50)
5
52
2
17
0
3
1
Emergency/Trauma
Digestive
Other
Other
no
no
yes
yes
no
[60-70)
1
18
0
11
0
0
0
Missing
Circulatory
Other
Other
normal
no
no
no
no