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)
5
26
4
23
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
1
37
2
10
0
0
0
Missing
Circulatory
Injury
Circulatory
no
no
yes
yes
yes
[70-80)
1
50
0
5
0
0
0
InternalMedicine
Diabetes
Circulatory
Other
no
high
yes
yes
no
[60-70)
6
36
1
16
0
0
0
Other
Injury
Diabetes
Circulatory
no
high
no
yes
no
[70-80)
9
58
0
22
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[50-60)
8
81
6
40
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
8
53
2
20
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
2
42
3
24
0
1
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[70-80)
4
54
1
13
0
0
0
InternalMedicine
Diabetes
Injury
Digestive
no
high
no
no
no
[50-60)
9
81
4
49
0
0
0
Missing
Injury
Injury
Circulatory
no
no
yes
yes
no
[50-60)
7
58
1
19
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
no
yes
no
[60-70)
1
23
0
3
0
0
0
Other
Diabetes
Other
Other
no
high
yes
yes
no
[70-80)
7
58
1
26
0
0
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
no
no
[70-80)
10
87
4
26
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
no
yes
yes
[60-70)
1
32
0
8
0
0
1
Missing
Diabetes
Other
Other
no
no
no
no
yes
[50-60)
5
41
0
22
0
3
2
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
9
59
0
16
0
0
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
yes
yes
yes
[70-80)
5
18
1
15
2
2
0
Family/GeneralPractice
Digestive
Circulatory
Other
high
no
yes
yes
no
[80-90)
1
25
0
12
0
1
2
Missing
Circulatory
Circulatory
Circulatory
high
no
no
no
no
[50-60)
1
1
3
9
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
no
[40-50)
2
39
0
12
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
no
[50-60)
1
26
0
7
0
0
0
Missing
Respiratory
Circulatory
Circulatory
normal
no
no
yes
no
[60-70)
2
26
0
16
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
no
yes
[70-80)
4
58
0
5
0
13
5
Emergency/Trauma
Other
Circulatory
Circulatory
no
no
no
no
no
[80-90)
5
66
0
18
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Respiratory
no
normal
no
no
no
[50-60)
14
94
4
41
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
8
42
0
18
0
2
0
Other
Respiratory
Respiratory
Circulatory
no
high
no
no
no
[80-90)
3
34
2
10
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
3
51
0
8
0
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
yes
yes
no
[60-70)
1
73
0
15
1
0
0
Missing
Respiratory
Circulatory
Circulatory
no
high
no
yes
yes
[80-90)
2
39
0
5
0
0
0
InternalMedicine
Diabetes
Musculoskeletal
Circulatory
no
no
yes
yes
no
[70-80)
2
41
0
8
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
7
95
1
17
0
5
0
Family/GeneralPractice
Diabetes
Circulatory
Circulatory
no
high
no
no
yes
[60-70)
6
59
0
29
0
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[80-90)
1
10
0
1
0
2
2
Family/GeneralPractice
Other
Other
Respiratory
normal
no
no
no
no
[60-70)
3
1
1
7
0
0
0
Emergency/Trauma
Other
Injury
Circulatory
no
high
yes
yes
no
[70-80)
3
66
2
10
2
0
0
Missing
Digestive
Other
Digestive
no
no
yes
yes
no
[70-80)
3
67
0
7
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
normal
no
yes
no
[50-60)
2
45
0
16
1
1
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
5
42
0
16
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
yes
[60-70)
4
40
1
11
0
0
0
Emergency/Trauma
Other
Injury
Circulatory
no
high
yes
yes
no
[50-60)
6
26
2
13
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
yes
yes
no
[80-90)
1
17
0
1
0
0
1
Missing
Injury
Other
Digestive
high
no
no
no
no
[80-90)
5
25
1
22
0
0
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
4
75
0
13
0
4
0
Other
Other
Other
Other
no
no
no
yes
no
[50-60)
5
47
0
13
0
0
0
Other
Respiratory
Other
Diabetes
no
high
yes
yes
no
[70-80)
4
72
2
14
0
0
1
Missing
Digestive
Circulatory
Digestive
no
high
yes
yes
yes
[60-70)
1
29
0
9
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
2
46
2
10
0
0
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
high
no
no
no
[70-80)
5
16
2
19
2
2
0
Other
Other
Other
Circulatory
high
no
yes
yes
no
[60-70)
4
22
1
33
0
0
1
Other
Musculoskeletal
Circulatory
Circulatory
high
no
yes
yes
no
[60-70)
5
75
4
52
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
no
[70-80)
1
47
1
21
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
4
44
1
22
0
0
0
Other
Musculoskeletal
Digestive
Diabetes
no
no
yes
yes
no
[40-50)
9
43
0
23
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
yes
[80-90)
3
1
1
10
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
no
yes
yes
[60-70)
2
31
2
21
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
no
no
yes
yes
[70-80)
13
57
0
17
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
yes
[50-60)
2
50
0
19
0
3
0
InternalMedicine
Respiratory
Other
Other
no
no
yes
yes
yes
[70-80)
14
77
6
37
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[70-80)
4
45
0
15
1
1
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
13
60
3
26
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[40-50)
1
21
2
25
3
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[40-50)
1
12
0
7
1
0
0
Missing
Respiratory
Circulatory
Diabetes
no
high
yes
yes
no
[80-90)
5
66
1
11
0
0
0
Emergency/Trauma
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
4
54
0
19
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[50-60)
10
51
0
28
0
2
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
28
2
9
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
40
0
6
0
0
1
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
no
no
no
[60-70)
3
25
0
11
0
1
1
Missing
Other
Other
Respiratory
normal
no
no
yes
yes
[80-90)
8
73
0
19
0
0
0
Missing
Circulatory
Other
Respiratory
no
no
no
yes
no
[50-60)
2
43
3
16
0
0
0
Missing
Respiratory
Other
Diabetes
no
high
yes
yes
no
[40-50)
3
26
0
7
1
1
1
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
7
65
0
25
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
yes
[50-60)
3
12
6
9
4
0
0
Surgery
Injury
Other
Other
no
no
no
yes
no
[50-60)
1
27
0
7
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
yes
yes
no
[70-80)
4
53
0
18
0
3
0
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
4
60
0
15
0
1
1
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[90-100)
4
71
0
10
1
1
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[80-90)
12
69
3
38
0
4
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
yes
[70-80)
5
40
1
14
2
2
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[90-100)
1
56
0
9
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
6
61
0
8
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[60-70)
2
44
0
8
0
1
0
InternalMedicine
Circulatory
Other
Other
no
normal
no
no
yes
[60-70)
6
40
0
16
0
1
0
Missing
Diabetes
Other
Other
no
no
no
yes
no
[70-80)
6
66
2
28
3
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
no
[40-50)
1
3
0
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
2
50
0
10
0
0
1
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
3
36
1
13
0
0
0
InternalMedicine
Other
Respiratory
Other
no
no
yes
yes
yes
[40-50)
1
1
0
3
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
no
no
no
no
[60-70)
9
52
5
39
0
0
0
Surgery
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
1
69
1
15
1
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[80-90)
5
49
0
19
3
2
1
Missing
Other
Other
Other
no
no
no
no
yes
[80-90)
7
65
3
34
1
2
0
InternalMedicine
Digestive
Other
Circulatory
no
no
yes
yes
yes
[70-80)
5
55
0
18
1
0
1
InternalMedicine
Respiratory
Circulatory
Other
no
no
yes
yes
no
[70-80)
1
20
0
15
1
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
normal
no
yes
yes
yes
[50-60)
6
68
0
15
0
0
0
InternalMedicine
Other
Other
Other
no
high
no
no
yes
[60-70)
3
9
4
13
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[40-50)
10
62
0
16
0
1
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[40-50)
8
46
0
28
0
0
2
Emergency/Trauma
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes