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
[80-90)
4
74
6
12
1
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[90-100)
4
44
0
17
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
45
1
15
0
0
0
Emergency/Trauma
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
4
60
0
16
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
no
[60-70)
3
22
0
13
1
1
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[80-90)
3
53
0
8
0
0
0
Missing
Diabetes
Circulatory
Other
high
no
no
yes
yes
[90-100)
13
50
3
31
0
0
0
InternalMedicine
Respiratory
Respiratory
Respiratory
no
no
no
no
no
[80-90)
3
72
1
18
2
1
1
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
3
55
2
11
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
no
yes
[70-80)
7
51
1
8
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
2
61
2
10
0
1
0
Surgery
Digestive
Digestive
Diabetes
no
no
no
no
no
[60-70)
1
2
1
17
0
0
0
Other
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
2
14
1
22
0
0
0
Other
Injury
Other
Diabetes
no
no
yes
yes
no
[60-70)
6
71
1
17
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
3
32
1
16
0
2
0
Other
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
6
40
0
11
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
normal
no
yes
no
[50-60)
5
65
0
12
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
yes
[50-60)
2
67
1
18
6
0
1
Missing
Digestive
Respiratory
Digestive
no
high
no
no
yes
[70-80)
7
30
0
16
0
0
0
InternalMedicine
Other
Other
Other
no
high
yes
yes
no
[60-70)
5
38
4
18
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
yes
yes
no
[80-90)
4
37
3
17
0
2
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
4
24
1
6
0
2
0
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
no
[80-90)
5
58
0
13
1
0
1
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
1
18
0
13
0
1
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
3
27
2
11
1
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
1
54
0
7
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[50-60)
1
25
4
16
0
1
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
no
yes
[80-90)
3
52
3
16
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
12
17
2
13
1
3
0
Missing
Other
Circulatory
Other
normal
no
no
yes
no
[70-80)
5
41
2
14
0
0
0
Other
Injury
Diabetes
Missing
no
no
yes
yes
no
[60-70)
2
53
6
11
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
14
62
0
21
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
no
[60-70)
3
53
0
10
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Other
no
no
no
no
no
[70-80)
4
43
0
19
0
3
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
3
33
0
11
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
4
16
0
17
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
yes
yes
yes
[80-90)
3
9
0
8
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[80-90)
13
50
4
44
1
1
1
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[50-60)
2
35
6
16
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[60-70)
1
49
0
10
0
2
0
InternalMedicine
Injury
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
1
10
1
16
0
0
0
Other
Other
Musculoskeletal
Diabetes
no
no
no
no
no
[60-70)
8
74
3
8
0
1
3
Other
Other
Diabetes
Other
no
high
yes
yes
yes
[40-50)
2
50
0
8
0
0
0
Other
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
2
41
1
11
0
0
0
Family/GeneralPractice
Respiratory
Other
Circulatory
no
no
no
yes
yes
[70-80)
1
10
0
7
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
no
[60-70)
3
62
3
12
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
high
no
yes
yes
[60-70)
9
83
3
21
2
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
high
yes
yes
yes
[60-70)
3
44
2
8
0
0
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[60-70)
6
57
0
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
39
0
14
1
0
2
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[80-90)
12
68
3
23
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
4
63
1
19
0
1
0
Missing
Other
Circulatory
Other
no
high
yes
yes
yes
[50-60)
3
65
0
18
0
4
0
Missing
Diabetes
Digestive
Other
no
no
no
no
yes
[70-80)
7
76
2
20
0
0
1
InternalMedicine
Digestive
Other
Other
no
high
yes
yes
no
[50-60)
2
62
0
4
0
0
0
Missing
Other
Injury
Circulatory
no
high
no
yes
no
[50-60)
1
48
2
13
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[60-70)
3
73
1
6
0
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
no
[90-100)
1
37
2
19
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[70-80)
1
41
3
9
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[50-60)
5
47
0
11
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[50-60)
1
49
0
17
0
0
0
Cardiology
Circulatory
Respiratory
Digestive
no
no
no
no
yes
[60-70)
2
42
1
16
1
5
0
InternalMedicine
Respiratory
Diabetes
Other
no
no
no
yes
yes
[60-70)
7
45
6
27
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Other
no
no
no
no
no
[70-80)
3
61
0
7
0
0
1
Missing
Respiratory
Diabetes
Other
no
no
no
yes
no
[80-90)
3
8
0
14
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[80-90)
6
65
0
19
0
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[50-60)
5
26
1
20
1
0
0
Other
Digestive
Other
Circulatory
high
no
yes
yes
yes
[80-90)
4
43
0
6
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
no
[40-50)
2
1
2
13
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[40-50)
4
10
0
20
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[80-90)
3
13
1
26
2
0
0
Other
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
yes
yes
[50-60)
12
89
6
29
0
0
0
Family/GeneralPractice
Other
Diabetes
Musculoskeletal
no
high
yes
yes
yes
[50-60)
1
8
0
3
0
0
0
Missing
Respiratory
Other
Digestive
no
no
no
yes
no
[40-50)
2
38
0
16
0
2
0
Missing
Diabetes
Digestive
Digestive
no
no
yes
yes
yes
[40-50)
2
14
0
11
3
4
3
Family/GeneralPractice
Other
Digestive
Diabetes
normal
no
yes
yes
yes
[70-80)
2
37
0
13
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
no
[80-90)
3
62
0
12
0
0
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
high
yes
yes
yes
[90-100)
2
36
0
9
0
0
0
Family/GeneralPractice
Other
Circulatory
Other
no
high
yes
yes
yes
[60-70)
9
60
6
33
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
3
2
1
19
1
0
0
Surgery
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
7
13
2
16
0
1
0
Emergency/Trauma
Other
Other
Digestive
no
no
no
no
no
[70-80)
7
45
0
16
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
10
32
6
11
2
2
0
Emergency/Trauma
Injury
Musculoskeletal
Other
no
no
yes
yes
no
[60-70)
2
20
0
14
2
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[70-80)
2
57
0
8
0
0
0
Missing
Musculoskeletal
Other
Musculoskeletal
no
no
no
no
yes
[50-60)
4
37
0
7
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
4
26
1
8
0
7
0
Other
Other
Other
Circulatory
no
no
yes
yes
yes
[40-50)
3
7
3
16
1
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[80-90)
2
18
0
6
0
0
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
no
no
yes
[60-70)
8
38
3
18
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
1
24
0
9
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
3
2
2
10
0
0
0
Other
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
41
1
40
1
1
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
6
65
0
11
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[60-70)
3
47
1
13
0
2
0
Other
Other
Digestive
Circulatory
no
no
yes
yes
no
[60-70)
7
59
5
13
0
0
0
Missing
Other
Digestive
Other
no
no
no
yes
yes
[50-60)
3
51
1
44
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[40-50)
6
56
1
9
0
0
0
Missing
Other
Diabetes
Circulatory
no
high
no
no
no
[60-70)
2
58
0
17
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[40-50)
3
1
3
13
0
0
0
Missing
Other
Diabetes
Digestive
no
no
no
no
no