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)
5
62
1
14
0
0
0
Other
Other
Digestive
Diabetes
no
no
no
no
no
[80-90)
3
39
2
13
0
0
0
Other
Other
Other
Circulatory
no
no
no
no
yes
[60-70)
2
45
0
10
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
2
37
0
9
0
2
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
2
18
0
3
0
0
0
InternalMedicine
Digestive
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
3
34
0
9
0
1
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
3
50
1
11
1
0
0
Family/GeneralPractice
Other
Circulatory
Digestive
no
normal
yes
yes
yes
[70-80)
13
78
5
25
0
0
0
Missing
Digestive
Digestive
Respiratory
no
normal
no
yes
yes
[50-60)
1
42
0
15
0
0
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
high
yes
yes
yes
[90-100)
2
48
1
8
0
1
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
4
49
1
20
0
2
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
2
1
2
16
2
0
1
Other
Other
Other
Other
no
no
yes
yes
no
[70-80)
6
54
2
12
0
0
0
Missing
Diabetes
Other
Digestive
no
no
no
yes
no
[70-80)
2
44
0
15
0
0
0
Emergency/Trauma
Other
Respiratory
Circulatory
no
high
yes
yes
no
[40-50)
3
73
0
17
0
0
0
Cardiology
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
11
74
4
25
0
0
0
InternalMedicine
Respiratory
Respiratory
Musculoskeletal
no
no
no
yes
no
[80-90)
4
10
0
6
0
0
0
Surgery
Other
Other
Other
no
no
no
no
yes
[70-80)
3
6
1
23
5
0
0
Other
Musculoskeletal
Other
Respiratory
no
no
yes
yes
yes
[70-80)
8
72
6
39
0
0
0
Missing
Circulatory
Circulatory
Digestive
no
normal
yes
yes
no
[70-80)
8
44
5
18
0
1
0
InternalMedicine
Other
Injury
Circulatory
no
no
no
no
yes
[80-90)
3
18
1
4
0
0
0
Emergency/Trauma
Injury
Respiratory
Other
no
no
yes
yes
no
[70-80)
6
54
0
17
0
2
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
no
[40-50)
6
44
5
34
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
no
yes
no
[70-80)
6
51
1
16
0
1
0
Missing
Other
Circulatory
Respiratory
no
high
no
no
no
[60-70)
6
34
3
21
0
0
0
Surgery
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[60-70)
8
3
2
13
0
3
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
2
23
2
15
0
0
0
Other
Other
Other
Circulatory
no
no
no
no
no
[50-60)
4
36
0
10
0
2
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[80-90)
7
55
0
18
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
high
yes
yes
no
[70-80)
11
69
3
14
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[90-100)
1
28
0
5
0
0
0
Missing
Digestive
Diabetes
Other
no
no
no
yes
yes
[40-50)
5
14
0
16
1
2
4
Emergency/Trauma
Other
Diabetes
Diabetes
no
no
yes
yes
yes
[80-90)
4
40
0
14
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[40-50)
4
31
2
9
0
0
0
Other
Injury
Diabetes
Other
no
no
no
no
no
[70-80)
7
50
1
25
0
0
0
Surgery
Diabetes
Musculoskeletal
Musculoskeletal
no
no
no
no
yes
[70-80)
6
35
6
31
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
2
34
0
18
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
9
44
0
22
3
4
2
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
3
37
0
9
0
0
0
Missing
Other
Other
Other
no
normal
no
no
yes
[90-100)
9
54
4
19
0
1
0
InternalMedicine
Other
Diabetes
Other
no
no
no
no
yes
[60-70)
1
32
6
3
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
3
1
0
12
0
0
0
Family/GeneralPractice
Other
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
8
51
0
10
0
0
2
Missing
Digestive
Other
Other
no
no
no
yes
yes
[70-80)
2
58
0
13
0
6
0
Missing
Digestive
Diabetes
Respiratory
no
no
no
no
yes
[80-90)
5
54
0
16
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
2
44
0
19
0
0
2
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
yes
yes
[80-90)
3
49
1
19
0
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
4
44
1
17
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
3
16
0
14
1
0
0
Family/GeneralPractice
Musculoskeletal
Other
Other
high
no
yes
yes
no
[70-80)
5
83
1
20
3
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
4
3
0
10
0
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
no
yes
yes
[50-60)
9
72
0
26
0
1
0
Missing
Other
Other
Other
no
normal
yes
yes
yes
[70-80)
9
51
0
12
0
0
0
Missing
Circulatory
Other
Other
no
normal
no
no
no
[70-80)
1
37
1
5
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
41
3
12
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
no
no
no
[40-50)
2
38
0
22
0
2
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[80-90)
3
49
0
14
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
normal
no
no
yes
[80-90)
8
35
1
18
0
0
0
Missing
Injury
Other
Other
no
no
no
no
yes
[70-80)
4
20
0
12
0
0
0
Missing
Circulatory
Other
Other
no
normal
yes
yes
yes
[80-90)
2
37
1
6
0
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
no
yes
yes
[70-80)
7
42
1
21
0
1
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
no
yes
no
[50-60)
1
45
0
14
0
0
2
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
4
59
2
13
0
0
0
InternalMedicine
Digestive
Respiratory
Diabetes
no
no
yes
yes
no
[80-90)
4
34
3
19
0
1
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[50-60)
1
3
4
18
0
2
1
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
4
60
0
6
0
0
0
Family/GeneralPractice
Other
Respiratory
Circulatory
no
high
yes
yes
no
[50-60)
2
1
1
17
1
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
2
2
0
13
0
0
0
Missing
Injury
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
2
1
1
15
0
9
2
Missing
Injury
Respiratory
Other
no
no
yes
yes
yes
[70-80)
10
55
0
41
2
0
0
Emergency/Trauma
Circulatory
Circulatory
Musculoskeletal
no
no
no
no
no
[80-90)
3
69
3
19
0
2
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
7
63
2
57
1
0
0
Missing
Circulatory
Injury
Circulatory
no
no
yes
yes
yes
[40-50)
3
31
1
10
0
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[60-70)
3
47
0
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
2
49
1
7
2
1
4
Missing
Circulatory
Other
Other
no
no
no
no
yes
[70-80)
1
10
2
13
0
0
0
Other
Injury
Injury
Circulatory
no
no
yes
yes
no
[50-60)
14
75
6
41
0
0
0
Missing
Other
Injury
Circulatory
no
no
no
yes
no
[50-60)
1
62
0
7
0
0
0
Missing
Diabetes
Other
Other
no
no
no
no
no
[80-90)
8
59
0
28
2
3
0
Missing
Circulatory
Respiratory
Musculoskeletal
no
no
yes
yes
yes
[60-70)
7
68
1
24
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
2
49
0
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[80-90)
6
34
2
26
0
1
0
Other
Injury
Other
Other
no
no
yes
yes
yes
[80-90)
14
67
5
19
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
2
27
5
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
6
29
1
13
0
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[60-70)
5
73
3
16
0
3
0
Missing
Other
Respiratory
Other
high
high
no
no
yes
[60-70)
6
55
0
21
1
0
0
InternalMedicine
Other
Circulatory
Diabetes
no
high
yes
yes
yes
[70-80)
1
35
0
1
0
0
0
InternalMedicine
Injury
Other
Other
no
no
no
yes
no
[70-80)
9
1
3
11
0
0
0
Emergency/Trauma
Digestive
Circulatory
Digestive
no
no
no
yes
no
[90-100)
9
64
4
25
1
0
0
Missing
Other
Digestive
Digestive
no
no
no
no
no
[40-50)
2
57
0
12
0
0
0
InternalMedicine
Other
Diabetes
Other
no
no
no
yes
no
[40-50)
5
63
2
20
0
0
0
Surgery
Other
Other
Other
no
no
no
no
no
[70-80)
14
59
3
42
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[50-60)
1
36
0
6
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
no
[50-60)
1
19
0
8
1
0
2
Family/GeneralPractice
Other
Other
Circulatory
normal
no
no
yes
yes
[80-90)
3
56
2
26
0
0
0
Missing
Circulatory
Respiratory
Diabetes
high
no
no
no
yes
[70-80)
2
35
3
21
0
1
0
Cardiology
Musculoskeletal
Other
Circulatory
no
no
yes
yes
no
[40-50)
2
53
2
12
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[70-80)
5
21
0
23
1
2
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
yes
[60-70)
4
47
5
18
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no