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
[70-80)
5
59
1
11
0
2
0
Emergency/Trauma
Diabetes
Circulatory
Other
no
no
no
yes
no
[80-90)
6
47
3
22
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
6
69
0
19
1
1
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
yes
[60-70)
2
55
0
12
1
0
0
Missing
Diabetes
Other
Missing
no
no
yes
yes
no
[60-70)
9
76
4
36
0
0
0
Missing
Diabetes
Other
Injury
no
no
yes
yes
no
[40-50)
2
30
0
15
0
0
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[60-70)
2
21
0
9
0
1
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[60-70)
1
57
0
11
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
no
no
yes
[40-50)
2
39
4
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
6
44
1
24
0
1
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
6
42
0
17
0
0
0
Emergency/Trauma
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
3
46
0
23
0
0
0
Missing
Respiratory
Respiratory
Digestive
no
no
yes
yes
yes
[40-50)
2
31
2
20
0
0
0
Missing
Other
Respiratory
Diabetes
no
high
no
yes
yes
[70-80)
1
59
0
12
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
7
55
4
41
1
0
0
Missing
Musculoskeletal
Other
Respiratory
no
no
yes
yes
yes
[70-80)
1
39
2
14
0
0
2
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[70-80)
2
11
6
15
0
1
0
Emergency/Trauma
Injury
Other
Circulatory
no
no
no
yes
yes
[70-80)
9
62
2
10
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
yes
yes
[80-90)
1
50
0
12
1
0
0
Missing
Circulatory
Other
Circulatory
no
high
yes
yes
yes
[60-70)
3
36
0
29
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[60-70)
3
57
0
3
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
no
no
no
[40-50)
7
56
1
8
0
0
2
InternalMedicine
Other
Diabetes
Other
no
high
yes
yes
no
[70-80)
5
65
1
12
0
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
2
36
0
14
1
5
3
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[50-60)
4
47
2
17
0
1
0
Missing
Diabetes
Other
Other
no
normal
yes
yes
yes
[50-60)
4
67
0
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
no
yes
no
[70-80)
3
28
1
19
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
yes
[80-90)
8
33
0
12
0
1
0
Other
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
4
29
6
2
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[90-100)
6
71
1
21
0
1
0
Emergency/Trauma
Injury
Other
Other
no
no
yes
yes
no
[60-70)
4
34
0
13
0
4
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
no
no
yes
[60-70)
11
1
0
5
0
3
0
Missing
Other
Diabetes
Other
no
no
no
yes
yes
[90-100)
7
37
0
13
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
3
71
1
14
0
3
0
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
no
yes
yes
[50-60)
2
42
6
11
0
1
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
2
59
3
16
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
1
6
0
7
0
2
1
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
4
27
0
21
0
2
0
InternalMedicine
Respiratory
Other
Diabetes
no
no
no
no
yes
[50-60)
14
62
0
8
0
1
0
Other
Other
Respiratory
Diabetes
no
no
no
yes
yes
[90-100)
5
22
0
23
0
0
0
Missing
Circulatory
Diabetes
Circulatory
high
no
yes
yes
yes
[40-50)
6
56
0
12
1
0
0
InternalMedicine
Injury
Injury
Other
no
no
no
yes
no
[60-70)
1
11
4
13
0
1
0
Cardiology
Circulatory
Other
Other
no
no
no
yes
no
[70-80)
8
49
1
14
0
0
0
InternalMedicine
Respiratory
Diabetes
Respiratory
no
high
no
yes
no
[80-90)
6
40
2
38
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
no
[40-50)
3
7
4
17
0
0
0
Missing
Other
Digestive
Other
no
no
yes
yes
yes
[70-80)
7
66
1
20
5
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[50-60)
5
54
0
13
0
0
0
Missing
Other
Digestive
Injury
no
no
no
yes
yes
[60-70)
5
91
3
29
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[80-90)
10
16
3
14
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[50-60)
3
39
0
8
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[70-80)
5
57
0
19
0
0
0
InternalMedicine
Other
Diabetes
Other
no
high
yes
yes
no
[80-90)
3
50
0
16
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
2
23
0
14
0
0
0
Missing
Respiratory
Other
Diabetes
normal
no
no
yes
yes
[50-60)
3
37
1
26
0
1
2
Missing
Injury
Other
Diabetes
no
no
yes
yes
yes
[70-80)
2
2
0
11
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
13
51
3
22
0
0
0
Missing
Diabetes
Musculoskeletal
Other
no
high
yes
yes
no
[80-90)
5
55
1
13
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
no
yes
[40-50)
1
25
0
8
0
0
0
Missing
Diabetes
Other
Circulatory
high
no
yes
yes
no
[70-80)
4
58
0
11
4
0
0
InternalMedicine
Other
Other
Other
no
no
no
no
no
[70-80)
5
57
1
17
0
4
0
Missing
Respiratory
Other
Respiratory
no
normal
yes
yes
yes
[50-60)
1
33
3
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
10
51
3
29
0
0
0
InternalMedicine
Injury
Injury
Injury
no
no
yes
yes
no
[80-90)
5
60
0
11
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
14
24
1
19
1
0
0
Surgery
Other
Other
Musculoskeletal
no
no
yes
yes
yes
[70-80)
3
62
0
14
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
no
yes
yes
[60-70)
3
10
3
18
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
no
no
[80-90)
10
40
0
18
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[60-70)
4
69
5
18
3
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
1
19
0
9
1
0
0
Missing
Circulatory
Circulatory
Circulatory
normal
no
no
no
no
[60-70)
1
43
0
12
0
1
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[90-100)
1
27
0
11
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
12
45
5
17
0
3
0
Other
Diabetes
Other
Other
no
high
yes
yes
yes
[60-70)
3
16
1
18
4
0
0
Other
Musculoskeletal
Circulatory
Diabetes
normal
no
yes
yes
no
[40-50)
10
79
2
20
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
high
no
no
no
[70-80)
1
53
0
12
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
yes
yes
[60-70)
1
29
1
9
0
0
0
Other
Other
Other
Diabetes
no
no
no
no
no
[70-80)
2
41
0
5
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
5
30
0
29
1
0
0
Other
Respiratory
Other
Circulatory
no
no
yes
yes
no
[70-80)
5
76
0
22
1
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[60-70)
9
69
3
42
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
53
0
4
0
2
0
Other
Other
Other
Other
no
no
no
no
no
[60-70)
2
44
0
13
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
12
48
2
19
0
3
1
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
5
37
0
4
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
high
no
yes
no
[50-60)
2
46
3
11
0
0
0
Cardiology
Circulatory
Respiratory
Diabetes
no
high
no
yes
no
[80-90)
5
61
0
15
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
1
47
0
10
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
10
41
2
15
0
1
0
Other
Other
Respiratory
Other
no
high
no
yes
yes
[70-80)
1
39
0
8
1
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
high
no
no
no
[70-80)
6
50
0
16
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
29
2
15
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
11
71
0
19
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[80-90)
5
18
0
20
0
1
0
Missing
Respiratory
Other
Other
high
no
yes
yes
yes
[60-70)
4
34
2
29
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[70-80)
3
60
1
28
1
1
1
Surgery
Musculoskeletal
Diabetes
Other
no
no
yes
yes
no
[50-60)
2
53
3
10
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
no
no
[80-90)
6
68
1
13
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
no
yes
yes
[50-60)
1
34
0
9
0
1
0
Other
Respiratory
Respiratory
Other
no
no
no
no
no
[70-80)
2
10
0
12
1
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
8
45
4
6
0
3
0
Missing
Digestive
Other
Other
no
no
no
yes
yes