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)
1
42
1
9
0
0
0
Missing
Injury
Injury
Other
no
no
yes
yes
no
[70-80)
2
43
0
8
0
0
0
Missing
Other
Circulatory
Digestive
no
no
no
no
no
[60-70)
3
42
0
15
0
0
0
Missing
Respiratory
Respiratory
Circulatory
normal
no
no
yes
yes
[80-90)
5
34
3
19
1
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
5
57
0
15
5
0
0
Missing
Digestive
Circulatory
Digestive
no
high
no
yes
no
[60-70)
2
47
3
11
0
0
0
Cardiology
Digestive
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
8
52
1
28
0
2
0
Surgery
Injury
Other
Circulatory
no
no
no
yes
no
[70-80)
2
46
1
10
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
normal
no
yes
yes
[60-70)
3
73
3
10
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
9
83
1
20
0
0
0
Missing
Other
Other
Other
no
normal
yes
yes
yes
[70-80)
3
7
1
13
0
0
0
Other
Musculoskeletal
Injury
Digestive
no
no
yes
yes
no
[90-100)
4
29
0
8
0
0
0
Emergency/Trauma
Injury
Other
Circulatory
no
no
no
no
no
[80-90)
9
54
0
13
0
0
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
no
yes
no
[70-80)
1
25
4
17
0
0
0
InternalMedicine
Respiratory
Respiratory
Respiratory
high
no
no
yes
no
[70-80)
3
71
0
9
4
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
no
no
[70-80)
3
34
0
23
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
no
yes
yes
[40-50)
2
44
0
14
0
1
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
yes
yes
[80-90)
2
56
0
8
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[70-80)
2
33
1
11
1
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
8
37
2
20
0
0
0
Surgery
Diabetes
Musculoskeletal
Circulatory
no
no
yes
yes
no
[80-90)
3
16
0
5
4
0
0
Family/GeneralPractice
Other
Other
Digestive
normal
no
no
yes
yes
[50-60)
7
79
0
11
2
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
9
77
1
23
3
1
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[80-90)
7
57
6
38
0
1
0
Cardiology
Respiratory
Respiratory
Diabetes
no
no
no
no
yes
[70-80)
1
35
4
8
0
0
0
Missing
Other
Diabetes
Digestive
no
no
no
yes
yes
[70-80)
6
46
0
13
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
no
no
[70-80)
12
47
1
25
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Other
no
no
no
yes
no
[80-90)
5
36
0
19
0
1
1
Surgery
Other
Respiratory
Respiratory
no
no
yes
yes
yes
[50-60)
1
34
5
11
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[70-80)
8
79
2
19
0
4
1
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
11
0
9
1
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
no
[60-70)
8
56
4
32
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
4
34
1
16
8
2
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
no
[50-60)
2
33
0
12
0
0
0
InternalMedicine
Injury
Other
Respiratory
no
no
no
yes
no
[60-70)
5
68
2
24
3
0
0
Cardiology
Circulatory
Respiratory
Circulatory
no
high
no
yes
no
[70-80)
8
80
4
27
0
2
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
3
50
0
7
3
0
4
Missing
Other
Digestive
Other
no
no
no
yes
yes
[60-70)
5
51
3
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[50-60)
8
62
1
24
0
1
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
7
86
6
41
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[70-80)
6
61
0
6
0
0
0
Missing
Other
Other
Other
high
no
no
yes
yes
[60-70)
3
34
0
9
0
0
0
Emergency/Trauma
Injury
Other
Other
no
no
no
no
no
[60-70)
2
50
3
16
0
1
0
Other
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
3
36
0
7
0
0
0
Surgery
Injury
Missing
Missing
no
no
no
yes
no
[70-80)
5
54
0
11
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[70-80)
13
55
0
12
0
1
0
Other
Other
Diabetes
Other
no
high
no
yes
no
[50-60)
2
38
1
14
1
2
0
Other
Diabetes
Circulatory
Circulatory
no
no
no
no
no
[40-50)
6
43
2
20
0
0
0
Other
Other
Other
Circulatory
no
high
no
yes
no
[60-70)
3
53
0
12
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
no
[80-90)
5
4
0
15
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
yes
[70-80)
8
54
0
22
0
2
0
InternalMedicine
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
10
89
3
24
0
0
0
Missing
Respiratory
Respiratory
Other
no
normal
yes
yes
no
[70-80)
10
61
5
27
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
no
[70-80)
8
40
0
15
1
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[60-70)
4
15
1
26
1
1
0
Other
Other
Other
Respiratory
no
no
yes
yes
yes
[50-60)
1
67
0
12
0
0
0
InternalMedicine
Other
Diabetes
Other
no
high
no
yes
no
[80-90)
4
1
0
12
0
0
0
InternalMedicine
Other
Circulatory
Respiratory
no
no
no
yes
no
[50-60)
1
1
1
23
0
2
1
Missing
Digestive
Digestive
Respiratory
no
no
yes
yes
no
[80-90)
5
18
1
13
4
0
0
Missing
Other
Digestive
Circulatory
normal
no
yes
yes
no
[70-80)
2
52
0
15
2
0
0
Missing
Circulatory
Diabetes
Other
no
high
no
yes
yes
[50-60)
2
24
0
13
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
12
60
6
34
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
7
51
2
22
0
1
0
Surgery
Other
Other
Respiratory
no
no
no
yes
yes
[80-90)
7
38
0
20
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[70-80)
5
30
1
17
0
1
0
Other
Other
Injury
Other
no
no
no
yes
no
[70-80)
3
42
3
12
1
0
0
Family/GeneralPractice
Digestive
Other
Circulatory
no
no
no
no
no
[60-70)
7
40
2
23
0
0
0
Missing
Other
Other
Digestive
no
high
yes
yes
yes
[60-70)
2
28
1
11
0
0
1
Family/GeneralPractice
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
6
9
3
13
0
0
0
Family/GeneralPractice
Digestive
Diabetes
Respiratory
no
no
no
yes
yes
[50-60)
2
28
1
22
0
0
0
Missing
Musculoskeletal
Diabetes
Other
no
no
yes
yes
yes
[60-70)
3
3
0
9
1
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
no
no
[80-90)
2
9
1
6
2
0
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
no
[40-50)
2
9
0
7
0
0
0
Other
Other
Respiratory
Diabetes
normal
no
no
no
no
[50-60)
5
63
0
9
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
yes
[80-90)
2
56
1
17
0
2
1
Missing
Musculoskeletal
Other
Other
no
no
yes
yes
no
[70-80)
4
56
1
20
0
0
0
Emergency/Trauma
Injury
Missing
Diabetes
no
no
yes
yes
yes
[70-80)
6
30
3
16
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
yes
[70-80)
4
40
0
14
0
1
0
InternalMedicine
Injury
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
60
0
17
0
0
1
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[50-60)
1
34
0
9
0
0
0
Family/GeneralPractice
Other
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
1
1
3
21
0
0
0
Missing
Digestive
Other
Injury
no
no
yes
yes
yes
[50-60)
8
36
1
27
0
0
0
Family/GeneralPractice
Digestive
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
9
71
0
11
0
0
0
Family/GeneralPractice
Other
Diabetes
Missing
no
high
yes
yes
no
[70-80)
4
65
1
19
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Respiratory
no
normal
yes
yes
yes
[80-90)
1
47
0
11
0
0
0
Missing
Digestive
Digestive
Other
no
high
no
no
no
[50-60)
1
52
3
13
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
3
42
0
26
0
1
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[50-60)
1
49
0
3
0
0
0
InternalMedicine
Respiratory
Diabetes
Missing
no
high
no
no
no
[70-80)
3
55
2
17
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
yes
yes
[70-80)
4
74
0
13
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
high
no
no
no
[60-70)
3
56
0
15
2
0
1
InternalMedicine
Circulatory
Diabetes
Respiratory
no
high
yes
yes
no
[50-60)
3
41
1
14
5
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
1
65
2
16
0
0
0
Surgery
Circulatory
Other
Other
no
no
no
yes
no
[60-70)
3
39
1
9
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
6
57
1
9
1
2
0
Missing
Respiratory
Musculoskeletal
Respiratory
no
no
no
yes
yes
[70-80)
7
41
2
29
0
1
0
Other
Musculoskeletal
Other
Other
no
no
yes
yes
no
[60-70)
1
3
0
10
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
2
15
0
12
0
1
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
2
44
3
3
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
5
34
3
21
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no