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
[60-70)
2
47
0
7
0
0
0
InternalMedicine
Other
Other
Circulatory
no
high
no
no
no
[40-50)
11
68
0
25
0
0
0
Family/GeneralPractice
Circulatory
Injury
Diabetes
no
no
yes
yes
yes
[50-60)
5
41
3
27
0
0
0
Other
Digestive
Circulatory
Circulatory
no
no
no
no
no
[70-80)
3
55
2
26
0
8
1
Other
Circulatory
Other
Respiratory
no
no
yes
yes
yes
[50-60)
7
36
0
18
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
8
21
1
13
0
0
0
Other
Diabetes
Other
Other
no
no
yes
yes
no
[80-90)
5
21
2
20
0
0
0
Other
Injury
Other
Other
no
no
no
yes
no
[60-70)
1
7
1
11
11
5
2
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
3
57
1
24
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
high
yes
yes
no
[80-90)
2
29
0
6
0
6
4
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
no
yes
[80-90)
5
51
0
14
0
1
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
6
47
3
52
0
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
3
50
2
17
3
0
0
Missing
Musculoskeletal
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
11
71
3
15
0
0
0
Surgery
Respiratory
Circulatory
Diabetes
high
no
yes
yes
yes
[40-50)
6
66
0
15
0
0
0
Family/GeneralPractice
Diabetes
Musculoskeletal
Other
no
no
no
yes
yes
[40-50)
2
1
1
16
2
0
1
Missing
Circulatory
Injury
Digestive
no
no
yes
yes
no
[40-50)
3
1
0
17
1
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[80-90)
7
58
1
11
0
1
0
Missing
Circulatory
Other
Diabetes
high
high
yes
yes
yes
[50-60)
1
36
4
11
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
7
46
0
14
0
1
0
Missing
Other
Diabetes
Other
high
high
yes
yes
yes
[80-90)
3
49
0
7
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
no
[40-50)
1
25
2
27
0
1
0
Missing
Circulatory
Circulatory
Respiratory
high
no
no
yes
yes
[70-80)
13
38
3
28
4
3
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
3
19
0
14
0
0
0
Missing
Other
Digestive
Other
no
no
no
yes
no
[60-70)
5
10
0
18
2
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
2
66
0
13
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[90-100)
6
47
0
13
0
0
0
Emergency/Trauma
Respiratory
Other
Musculoskeletal
no
no
yes
yes
no
[60-70)
3
69
2
17
0
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[40-50)
2
22
1
6
1
10
0
Family/GeneralPractice
Other
Digestive
Circulatory
no
no
no
yes
yes
[80-90)
4
70
0
6
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
4
41
1
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
9
39
0
22
0
2
0
Family/GeneralPractice
Other
Other
Injury
no
no
no
no
yes
[50-60)
3
72
2
28
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
normal
no
yes
no
[70-80)
2
27
0
9
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
yes
[60-70)
2
13
2
12
0
0
0
Missing
Other
Respiratory
Other
no
no
no
no
no
[70-80)
4
50
0
21
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
4
55
0
12
1
2
1
Missing
Diabetes
Other
Other
no
no
no
no
yes
[70-80)
3
35
2
15
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[80-90)
2
9
1
13
0
2
2
Other
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
7
72
0
15
0
0
0
Cardiology
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[60-70)
3
67
0
10
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
4
71
1
16
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[60-70)
3
53
2
19
0
0
0
Other
Other
Circulatory
Diabetes
no
no
no
no
no
[70-80)
3
49
0
13
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
1
46
6
20
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
12
24
2
23
0
0
0
Missing
Digestive
Other
Other
high
no
yes
yes
yes
[80-90)
2
41
0
10
0
1
0
Family/GeneralPractice
Other
Respiratory
Respiratory
no
no
yes
yes
no
[80-90)
5
57
1
22
0
0
0
Other
Injury
Respiratory
Other
no
no
no
yes
yes
[60-70)
5
37
3
25
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
no
yes
[70-80)
5
41
1
10
0
0
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
no
no
no
[50-60)
14
61
0
19
0
0
0
Missing
Other
Other
Circulatory
no
high
yes
yes
no
[50-60)
4
28
1
14
0
0
0
Missing
Other
Digestive
Digestive
no
no
no
yes
no
[70-80)
2
47
0
13
1
0
1
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[40-50)
2
49
0
15
0
0
0
InternalMedicine
Other
Other
Circulatory
no
high
no
yes
no
[60-70)
3
62
0
20
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[80-90)
6
52
0
21
0
0
0
Missing
Other
Respiratory
Respiratory
no
no
yes
yes
no
[70-80)
2
38
0
18
0
0
0
Other
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
3
33
0
9
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[60-70)
2
10
0
4
0
0
1
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
6
65
2
18
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
4
62
0
17
0
0
0
Missing
Other
Musculoskeletal
Injury
no
high
yes
yes
yes
[60-70)
1
38
0
16
0
2
0
Missing
Circulatory
Diabetes
Other
no
high
yes
yes
no
[80-90)
2
51
0
15
1
0
0
InternalMedicine
Diabetes
Respiratory
Other
no
no
yes
yes
no
[50-60)
3
14
0
12
1
1
0
Missing
Circulatory
Respiratory
Circulatory
no
normal
yes
yes
yes
[60-70)
1
28
0
4
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[50-60)
1
3
2
7
0
0
0
Missing
Digestive
Circulatory
Digestive
no
no
no
yes
no
[60-70)
8
61
5
44
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
no
[80-90)
1
63
1
20
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[50-60)
5
71
5
23
0
0
0
Family/GeneralPractice
Other
Other
Other
no
high
yes
yes
yes
[70-80)
4
64
0
3
0
0
0
InternalMedicine
Other
Diabetes
Musculoskeletal
normal
normal
no
yes
yes
[40-50)
4
50
3
23
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[40-50)
1
34
0
5
0
1
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
5
58
0
16
0
0
1
Missing
Circulatory
Respiratory
Circulatory
no
normal
yes
yes
yes
[70-80)
2
28
3
17
1
0
0
InternalMedicine
Digestive
Digestive
Digestive
no
no
yes
yes
yes
[70-80)
1
43
3
11
0
2
0
Other
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[50-60)
6
31
3
23
3
2
0
Other
Other
Other
Other
no
no
yes
yes
yes
[70-80)
11
44
1
18
1
1
0
Cardiology
Injury
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
2
45
0
9
0
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[40-50)
1
61
0
19
0
0
0
Other
Diabetes
Other
Circulatory
no
no
no
yes
no
[80-90)
4
33
1
15
3
6
0
Surgery
Diabetes
Musculoskeletal
Circulatory
no
no
yes
yes
yes
[50-60)
1
56
0
20
0
1
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
5
59
0
12
0
2
0
Missing
Digestive
Other
Other
no
no
yes
yes
yes
[70-80)
2
31
3
7
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
4
51
3
5
0
0
1
Missing
Digestive
Other
Diabetes
no
normal
no
no
no
[80-90)
3
9
0
12
1
0
0
Missing
Respiratory
Respiratory
Circulatory
high
no
no
yes
no
[60-70)
1
40
0
10
0
0
0
Other
Other
Other
Circulatory
no
no
no
no
no
[80-90)
9
59
1
18
1
0
0
Cardiology
Musculoskeletal
Circulatory
Respiratory
no
no
no
no
yes
[40-50)
1
28
0
7
0
0
0
InternalMedicine
Diabetes
Missing
Missing
no
no
no
no
no
[70-80)
1
59
0
10
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
yes
yes
[90-100)
4
3
0
9
0
0
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[50-60)
1
39
1
8
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
7
80
0
31
0
1
0
Missing
Respiratory
Other
Circulatory
no
high
yes
yes
no
[50-60)
4
60
5
16
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
yes
yes
yes
[50-60)
3
1
3
17
1
0
0
Missing
Other
Digestive
Circulatory
no
no
yes
yes
no
[50-60)
4
53
1
11
0
0
0
Other
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
4
65
0
13
0
1
0
InternalMedicine
Circulatory
Other
Other
no
no
no
yes
no
[60-70)
3
44
0
19
1
2
1
InternalMedicine
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
10
60
0
32
0
0
0
InternalMedicine
Other
Respiratory
Injury
no
no
yes
yes
yes
[50-60)
3
44
0
19
0
1
0
Missing
Digestive
Diabetes
Other
no
no
yes
yes
yes
[70-80)
3
56
0
15
0
0
0
InternalMedicine
Other
Other
Other
no
normal
no
no
no