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
[40-50)
3
28
0
20
0
0
0
Missing
Other
Digestive
Other
no
no
no
yes
no
[80-90)
5
62
0
10
0
4
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
3
24
0
6
0
0
0
Other
Other
Other
Diabetes
normal
no
yes
yes
no
[40-50)
3
86
0
24
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[70-80)
4
69
1
16
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[70-80)
5
39
2
22
0
3
0
InternalMedicine
Injury
Respiratory
Other
no
no
yes
yes
no
[60-70)
9
63
2
16
0
1
0
Family/GeneralPractice
Musculoskeletal
Other
Other
no
no
yes
yes
yes
[40-50)
1
42
0
9
0
0
0
Emergency/Trauma
Diabetes
Circulatory
Other
no
no
yes
yes
no
[50-60)
1
64
0
6
0
0
0
Emergency/Trauma
Respiratory
Diabetes
Diabetes
no
high
yes
yes
no
[50-60)
10
50
0
17
0
1
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[80-90)
3
43
0
16
2
1
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[40-50)
4
63
5
17
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
12
75
0
33
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
11
46
2
33
3
1
0
Other
Other
Circulatory
Other
no
no
yes
yes
yes
[70-80)
5
62
2
23
1
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[80-90)
13
92
3
11
0
0
0
Surgery
Other
Other
Other
no
normal
no
yes
no
[60-70)
2
33
0
12
0
3
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
12
36
0
7
0
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[70-80)
8
67
3
35
0
0
1
Emergency/Trauma
Digestive
Diabetes
Other
no
no
yes
yes
no
[40-50)
1
53
0
11
0
1
1
Surgery
Circulatory
Diabetes
Other
no
high
yes
yes
yes
[70-80)
4
9
1
14
0
2
0
Missing
Other
Respiratory
Circulatory
no
no
no
no
yes
[40-50)
1
29
0
14
0
0
0
Missing
Circulatory
Diabetes
Diabetes
no
no
yes
yes
yes
[70-80)
4
52
2
27
0
0
0
Missing
Digestive
Digestive
Other
no
no
no
no
yes
[60-70)
2
12
4
17
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
2
54
0
16
0
0
0
Missing
Diabetes
Other
Other
no
normal
yes
yes
yes
[70-80)
4
25
0
21
1
1
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
normal
no
yes
yes
yes
[40-50)
4
34
6
9
0
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[40-50)
4
50
0
18
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
3
62
2
8
0
1
0
Missing
Digestive
Other
Other
no
normal
no
yes
yes
[70-80)
4
48
0
19
0
1
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
yes
yes
no
[60-70)
1
27
0
7
1
1
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[60-70)
7
42
0
8
0
0
0
InternalMedicine
Musculoskeletal
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
5
56
6
43
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
no
yes
yes
[70-80)
9
70
3
16
0
0
0
Missing
Digestive
Other
Digestive
no
no
yes
yes
no
[60-70)
1
29
4
8
2
0
0
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
13
97
6
29
0
0
0
Other
Injury
Other
Digestive
no
high
yes
yes
no
[50-60)
5
87
1
8
0
3
0
Missing
Digestive
Other
Other
no
no
no
no
yes
[70-80)
2
40
1
10
0
0
0
Missing
Other
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
5
79
6
30
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
yes
yes
[60-70)
3
29
0
12
0
1
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[40-50)
3
57
0
14
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
no
yes
[60-70)
2
23
0
18
3
0
0
Cardiology
Diabetes
Circulatory
Diabetes
high
no
yes
yes
no
[60-70)
3
61
1
10
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
no
[50-60)
2
39
1
7
0
1
0
Emergency/Trauma
Digestive
Other
Circulatory
no
no
no
no
yes
[50-60)
3
43
4
15
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[80-90)
2
32
1
7
4
0
0
Missing
Digestive
Other
Digestive
no
no
no
no
yes
[70-80)
1
40
0
4
1
0
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[60-70)
1
22
1
12
1
1
0
Surgery
Musculoskeletal
Circulatory
Other
no
no
yes
yes
yes
[80-90)
5
65
0
11
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
no
[70-80)
2
41
0
13
3
2
0
Other
Circulatory
Other
Circulatory
no
no
no
yes
yes
[70-80)
7
25
0
13
0
1
0
Family/GeneralPractice
Respiratory
Other
Other
high
no
no
yes
no
[50-60)
1
29
3
12
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
3
52
0
18
0
1
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
yes
[60-70)
3
1
1
15
7
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
no
[50-60)
3
38
1
20
0
1
0
Surgery
Digestive
Diabetes
Circulatory
no
no
no
yes
no
[40-50)
1
36
4
19
0
0
2
Surgery
Musculoskeletal
Musculoskeletal
Other
no
no
no
no
no
[80-90)
5
71
0
20
0
3
1
Missing
Injury
Other
Circulatory
no
no
no
yes
no
[50-60)
3
31
2
11
0
0
0
Other
Musculoskeletal
Respiratory
Other
no
no
no
no
yes
[80-90)
2
44
0
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
7
59
0
10
0
0
0
Family/GeneralPractice
Digestive
Other
Circulatory
no
no
no
no
no
[70-80)
6
33
2
20
0
0
0
Other
Digestive
Diabetes
Musculoskeletal
no
no
yes
yes
no
[60-70)
1
36
0
13
1
2
0
Missing
Injury
Circulatory
Other
no
no
no
no
yes
[50-60)
2
43
2
13
0
0
0
Surgery
Digestive
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
1
39
0
7
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
5
56
2
22
0
1
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[50-60)
10
54
3
17
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
3
11
1
14
1
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
14
93
6
38
0
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[50-60)
2
55
0
18
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
high
no
yes
yes
[80-90)
1
51
0
9
0
0
0
Missing
Circulatory
Diabetes
Missing
no
no
no
yes
yes
[70-80)
4
59
0
17
0
6
1
Family/GeneralPractice
Respiratory
Other
Other
no
normal
yes
yes
yes
[70-80)
2
25
4
13
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
high
no
yes
no
[60-70)
5
60
0
22
1
0
0
Missing
Diabetes
Circulatory
Other
no
high
yes
yes
yes
[80-90)
6
65
0
14
3
0
0
Missing
Circulatory
Other
Other
no
high
no
no
no
[70-80)
5
69
0
19
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[60-70)
10
79
6
63
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
5
14
0
6
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
no
no
no
[80-90)
3
56
0
12
0
2
1
Missing
Diabetes
Respiratory
Other
no
no
yes
yes
no
[60-70)
8
54
0
26
0
1
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
yes
[80-90)
11
31
2
12
0
1
0
Surgery
Other
Other
Other
no
no
no
yes
no
[70-80)
1
9
5
4
0
0
0
Other
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
1
15
0
9
0
0
0
Missing
Respiratory
Musculoskeletal
Other
no
no
no
no
yes
[70-80)
3
72
0
9
6
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
3
43
1
8
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[50-60)
13
66
5
26
0
4
0
InternalMedicine
Diabetes
Other
Other
no
no
no
yes
no
[80-90)
2
3
0
11
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
no
no
[40-50)
4
29
0
17
1
1
0
Family/GeneralPractice
Respiratory
Diabetes
Other
high
no
yes
yes
yes
[80-90)
4
55
1
37
0
0
0
Missing
Musculoskeletal
Other
Circulatory
no
no
yes
yes
no
[80-90)
3
13
0
10
0
0
1
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[60-70)
10
75
6
37
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
high
yes
yes
no
[70-80)
7
25
2
20
0
0
0
Other
Digestive
Other
Circulatory
high
no
no
yes
yes
[80-90)
8
43
1
8
0
1
0
Missing
Other
Circulatory
Diabetes
normal
no
no
no
yes
[60-70)
2
65
1
16
0
0
0
Missing
Respiratory
Digestive
Other
no
no
no
yes
no
[60-70)
3
59
0
19
0
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
no
[60-70)
3
36
1
14
0
1
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
2
58
0
11
0
1
0
Missing
Injury
Circulatory
Other
no
normal
yes
yes
yes
[70-80)
3
50
0
4
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[50-60)
7
60
4
20
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
2
32
0
9
0
0
0
Missing
Other
Circulatory
Respiratory
no
high
no
yes
yes
[60-70)
2
37
0
4
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
no
yes