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)
6
59
5
13
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[70-80)
4
13
2
21
2
0
0
Missing
Musculoskeletal
Circulatory
Other
no
no
yes
yes
yes
[70-80)
5
58
1
15
1
0
0
Missing
Digestive
Digestive
Digestive
no
normal
yes
yes
no
[80-90)
10
68
0
15
0
2
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
no
no
yes
[40-50)
6
51
0
13
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[50-60)
1
75
0
21
1
0
0
Missing
Respiratory
Other
Digestive
no
no
yes
yes
yes
[70-80)
2
69
3
14
2
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
11
2
1
14
0
1
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
45
3
11
0
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
no
no
no
[50-60)
3
61
1
23
1
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
3
1
3
15
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
1
3
4
10
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[40-50)
1
3
3
9
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Other
no
no
no
no
no
[70-80)
3
44
2
16
0
0
0
InternalMedicine
Digestive
Diabetes
Other
no
no
yes
yes
no
[70-80)
10
71
3
23
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
yes
yes
yes
[80-90)
2
56
0
7
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
9
39
1
19
0
0
1
Missing
Other
Circulatory
Respiratory
no
no
no
yes
yes
[50-60)
3
19
3
25
1
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
41
0
13
0
0
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
54
4
14
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
4
36
0
15
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[50-60)
1
29
2
8
3
1
0
Other
Diabetes
Circulatory
Other
no
no
yes
yes
no
[50-60)
6
49
1
19
0
0
0
InternalMedicine
Digestive
Digestive
Digestive
no
no
yes
yes
no
[70-80)
4
76
0
14
0
1
0
InternalMedicine
Respiratory
Respiratory
Other
no
high
yes
yes
no
[70-80)
7
43
0
20
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
4
52
0
10
0
1
2
Surgery
Circulatory
Other
Other
no
no
yes
yes
yes
[80-90)
6
62
0
22
0
2
1
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[60-70)
5
73
3
23
1
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
7
57
0
9
0
0
0
Family/GeneralPractice
Circulatory
Musculoskeletal
Circulatory
no
normal
no
no
no
[80-90)
3
40
0
15
0
4
2
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
1
58
1
11
1
1
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[50-60)
2
42
0
8
0
4
3
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[40-50)
4
11
3
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
8
53
0
12
0
0
0
Emergency/Trauma
Other
Diabetes
Other
no
no
no
yes
no
[80-90)
6
63
1
23
0
2
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
normal
no
no
yes
[50-60)
3
47
2
20
0
1
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
high
yes
yes
yes
[70-80)
1
21
3
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
3
32
2
23
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[80-90)
2
21
3
11
2
1
1
Missing
Digestive
Digestive
Digestive
no
no
no
yes
yes
[60-70)
7
66
0
10
0
0
0
InternalMedicine
Digestive
Digestive
Other
no
no
no
yes
yes
[90-100)
2
57
6
9
0
0
0
Missing
Digestive
Other
Other
no
no
yes
yes
yes
[50-60)
2
30
4
33
0
1
2
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
8
85
0
36
0
2
0
Other
Injury
Respiratory
Other
no
no
yes
yes
yes
[80-90)
2
27
0
7
0
0
0
Missing
Circulatory
Musculoskeletal
Diabetes
no
no
yes
yes
yes
[70-80)
10
12
5
15
0
0
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[80-90)
4
42
0
6
0
0
0
Missing
Digestive
Other
Other
no
no
yes
yes
no
[60-70)
1
1
0
8
0
0
0
Missing
Injury
Injury
Injury
no
no
yes
yes
no
[70-80)
12
49
1
30
0
0
2
InternalMedicine
Other
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
3
59
1
18
0
0
1
Emergency/Trauma
Other
Digestive
Other
no
no
no
no
no
[50-60)
5
68
0
33
0
0
3
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
yes
[60-70)
2
47
6
24
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
10
72
2
28
1
2
0
Emergency/Trauma
Musculoskeletal
Other
Circulatory
no
no
yes
yes
yes
[50-60)
3
54
1
7
0
0
0
Missing
Other
Other
Other
high
no
no
no
no
[80-90)
4
16
0
12
2
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
no
no
yes
[40-50)
2
41
0
10
0
0
0
Missing
Respiratory
Other
Diabetes
no
high
no
no
yes
[40-50)
1
32
3
11
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[80-90)
8
36
0
23
0
2
1
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
1
47
0
3
0
0
0
Emergency/Trauma
Respiratory
Other
Diabetes
no
normal
no
no
no
[60-70)
6
41
1
16
0
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[80-90)
1
1
2
11
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
5
45
0
26
2
0
0
Missing
Respiratory
Other
Circulatory
no
high
yes
yes
no
[80-90)
11
56
5
28
0
0
0
Emergency/Trauma
Digestive
Circulatory
Other
no
no
no
no
no
[70-80)
2
36
0
8
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
3
1
3
5
2
0
0
Missing
Other
Respiratory
Diabetes
no
no
no
yes
no
[70-80)
3
1
2
5
0
0
0
Other
Digestive
Digestive
Digestive
no
no
no
yes
no
[80-90)
2
55
3
21
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
no
no
[50-60)
3
51
0
12
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
5
51
4
24
1
0
1
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
63
0
16
2
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
4
45
1
18
0
1
0
InternalMedicine
Injury
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
2
49
0
11
0
3
0
Cardiology
Circulatory
Circulatory
Diabetes
no
normal
no
yes
no
[70-80)
4
57
0
11
3
1
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
7
41
0
17
0
0
0
Surgery
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[50-60)
3
27
3
12
0
0
0
Other
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
yes
no
[50-60)
6
48
0
23
1
4
0
Missing
Respiratory
Diabetes
Other
high
no
yes
yes
yes
[80-90)
14
37
0
15
0
1
0
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
yes
[80-90)
7
54
0
16
6
2
0
Missing
Circulatory
Musculoskeletal
Other
no
high
yes
yes
no
[70-80)
1
32
3
13
0
0
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
1
30
6
14
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
3
1
0
17
2
1
0
Missing
Diabetes
Other
Respiratory
no
no
no
yes
yes
[40-50)
1
46
5
7
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
no
yes
no
[60-70)
4
41
0
21
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
6
31
3
29
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
2
1
0
18
0
1
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
3
62
1
14
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
2
47
0
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
normal
yes
yes
yes
[80-90)
5
70
5
51
0
2
0
Cardiology
Circulatory
Circulatory
Other
no
normal
yes
yes
no
[50-60)
7
59
3
15
0
0
0
Missing
Circulatory
Circulatory
Diabetes
high
high
no
no
no
[60-70)
5
49
0
11
1
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
2
61
0
16
1
1
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
4
67
0
16
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
no
no
[80-90)
6
80
0
17
4
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
10
35
5
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
6
70
0
9
0
0
0
Missing
Digestive
Diabetes
Circulatory
no
high
no
no
yes
[60-70)
11
48
1
30
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[40-50)
3
64
2
15
0
0
0
Surgery
Other
Other
Diabetes
no
high
yes
yes
no
[40-50)
5
48
0
11
0
0
0
Other
Other
Other
Diabetes
no
no
no
yes
no
[40-50)
2
47
0
13
0
0
0
InternalMedicine
Digestive
Respiratory
Other
no
no
no
yes
yes
[40-50)
3
8
3
5
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
6
85
1
17
14
1
0
Missing
Diabetes
Circulatory
Musculoskeletal
no
high
yes
yes
no