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)
10
25
1
31
0
0
0
Other
Musculoskeletal
Circulatory
Other
no
no
no
yes
no
[80-90)
2
66
0
5
0
1
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
no
yes
[40-50)
3
12
2
8
0
0
0
Other
Other
Diabetes
Missing
no
no
no
no
no
[50-60)
6
9
4
13
5
0
0
Other
Digestive
Digestive
Other
normal
no
yes
yes
no
[40-50)
3
34
0
2
0
0
0
InternalMedicine
Other
Diabetes
Circulatory
no
normal
no
no
no
[40-50)
1
48
0
13
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
no
[80-90)
3
46
0
18
0
0
0
Emergency/Trauma
Injury
Other
Other
no
high
yes
yes
yes
[80-90)
6
51
0
23
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
no
[50-60)
2
27
0
11
0
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[80-90)
4
49
1
17
1
0
1
Missing
Injury
Other
Other
no
no
yes
yes
no
[70-80)
3
9
1
10
2
3
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
no
yes
[60-70)
5
46
0
18
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
2
52
0
8
0
0
0
Missing
Diabetes
Other
Other
no
no
no
yes
yes
[50-60)
3
62
6
20
1
3
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
3
50
0
14
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
1
2
0
3
0
1
0
Missing
Diabetes
Other
Missing
no
no
no
yes
yes
[60-70)
4
43
1
25
0
1
0
Other
Respiratory
Circulatory
Other
no
no
yes
yes
no
[80-90)
1
19
6
18
0
1
0
Missing
Injury
Other
Circulatory
no
no
no
yes
no
[80-90)
8
32
0
11
1
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
3
46
0
19
0
1
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[90-100)
6
1
0
12
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
14
92
5
37
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[50-60)
2
34
1
7
0
0
0
Other
Other
Diabetes
Other
no
no
no
no
no
[60-70)
1
1
2
13
0
0
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
1
6
15
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
1
21
0
9
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[80-90)
5
9
2
16
0
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
no
[60-70)
11
60
0
10
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[50-60)
13
71
5
58
0
0
0
Other
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
39
0
20
2
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
yes
[60-70)
4
57
0
12
2
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
2
51
0
9
0
0
0
Missing
Circulatory
Other
Diabetes
no
high
no
yes
no
[50-60)
4
60
0
29
0
0
0
Missing
Circulatory
Circulatory
Other
normal
normal
yes
yes
yes
[50-60)
2
47
1
8
0
1
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[50-60)
6
1
1
23
3
0
0
Surgery
Other
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
1
71
4
8
0
1
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[70-80)
7
71
3
16
1
0
0
Surgery
Circulatory
Other
Other
no
no
no
yes
yes
[40-50)
9
46
1
25
0
0
1
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
no
[60-70)
2
2
0
16
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[60-70)
9
16
0
12
0
0
0
Other
Other
Other
Respiratory
normal
no
no
no
no
[80-90)
1
60
0
20
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
9
21
0
16
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[80-90)
9
58
6
40
0
1
0
Surgery
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
1
44
0
13
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
4
38
3
22
0
0
0
InternalMedicine
Injury
Circulatory
Injury
no
no
no
no
yes
[50-60)
11
62
2
13
0
0
0
Other
Diabetes
Other
Injury
no
high
yes
yes
yes
[60-70)
11
30
1
16
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[80-90)
7
62
0
6
0
0
0
InternalMedicine
Respiratory
Diabetes
Respiratory
no
normal
no
no
no
[70-80)
3
41
0
8
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
6
44
0
15
1
2
0
Other
Other
Other
Other
no
no
no
yes
yes
[60-70)
9
50
0
17
0
0
0
Emergency/Trauma
Other
Diabetes
Other
no
no
yes
yes
no
[70-80)
4
62
3
15
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
10
68
0
22
0
1
1
InternalMedicine
Respiratory
Injury
Respiratory
no
no
no
no
no
[90-100)
2
55
0
11
0
1
1
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[80-90)
1
17
0
14
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[60-70)
3
22
0
11
1
2
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
5
76
0
15
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Other
no
no
no
yes
yes
[60-70)
3
5
0
8
1
0
0
Missing
Other
Diabetes
Respiratory
no
no
yes
yes
yes
[70-80)
3
48
0
14
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
7
49
5
33
0
0
0
Emergency/Trauma
Digestive
Digestive
Digestive
no
no
yes
yes
yes
[80-90)
6
48
6
33
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
no
no
no
[80-90)
8
25
0
17
0
1
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[50-60)
4
63
0
22
0
3
0
Missing
Diabetes
Other
Digestive
no
no
no
yes
yes
[60-70)
3
36
1
35
0
0
0
Other
Injury
Circulatory
Circulatory
no
no
no
no
no
[50-60)
4
47
3
28
0
2
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
8
70
4
17
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
no
no
no
[70-80)
4
32
0
23
3
1
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[60-70)
13
39
6
22
0
0
0
Emergency/Trauma
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
2
38
2
16
0
1
0
Missing
Diabetes
Other
Other
no
no
no
yes
yes
[50-60)
3
1
0
12
0
2
0
Missing
Other
Digestive
Other
no
no
no
yes
yes
[40-50)
1
38
0
6
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
2
59
1
14
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
13
67
1
15
0
1
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
1
23
1
19
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
high
no
yes
yes
yes
[60-70)
9
68
0
35
0
3
0
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[70-80)
4
13
1
13
0
0
0
Missing
Other
Digestive
Other
no
no
no
yes
no
[40-50)
4
56
0
17
0
4
1
InternalMedicine
Other
Diabetes
Other
no
high
no
no
yes
[60-70)
4
1
3
7
1
0
0
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
yes
[40-50)
12
72
1
26
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[50-60)
7
58
0
22
0
1
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[50-60)
6
37
3
11
0
1
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
yes
[50-60)
2
51
0
11
2
4
0
Cardiology
Respiratory
Circulatory
Respiratory
no
no
no
no
yes
[60-70)
3
41
3
15
0
3
0
Other
Injury
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
3
45
1
13
0
0
0
Missing
Diabetes
Other
Other
no
high
no
no
yes
[80-90)
6
50
6
14
0
0
0
Missing
Other
Diabetes
Other
no
no
no
yes
yes
[70-80)
1
43
0
3
0
0
1
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
1
8
0
9
0
1
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
no
[50-60)
7
67
1
25
1
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
yes
[50-60)
7
43
2
22
0
0
0
Surgery
Digestive
Other
Digestive
no
high
yes
yes
no
[50-60)
4
46
0
9
0
1
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
no
[80-90)
2
37
1
8
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
high
no
no
no
[50-60)
12
57
4
38
0
1
1
Missing
Circulatory
Other
Respiratory
no
normal
yes
yes
yes
[70-80)
1
64
1
9
0
0
0
Emergency/Trauma
Digestive
Digestive
Diabetes
no
no
yes
yes
no
[60-70)
1
40
0
11
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
normal
no
yes
yes
[60-70)
1
47
1
9
0
2
0
Family/GeneralPractice
Digestive
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
4
38
1
25
0
0
0
Missing
Injury
Musculoskeletal
Diabetes
no
no
yes
yes
no
[60-70)
2
48
2
17
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
6
105
5
26
0
0
0
Emergency/Trauma
Respiratory
Other
Other
no
no
no
no
no
[70-80)
4
47
3
24
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
yes
yes
[70-80)
7
74
3
38
0
0
1
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes