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
[50-60)
3
45
0
19
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
1
37
0
9
0
0
1
Missing
Digestive
Injury
Other
no
no
no
yes
no
[70-80)
4
38
1
9
0
0
0
Other
Circulatory
Other
Circulatory
no
no
no
no
no
[40-50)
1
53
0
22
1
4
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[60-70)
5
55
0
12
0
1
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
no
yes
[50-60)
4
56
1
19
0
1
0
Emergency/Trauma
Other
Other
Circulatory
no
high
yes
yes
yes
[50-60)
1
4
2
12
1
0
0
Missing
Other
Other
Digestive
no
no
yes
yes
yes
[70-80)
12
59
5
32
0
1
0
Other
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
1
16
0
6
2
0
0
Missing
Respiratory
Circulatory
Digestive
no
high
no
yes
no
[50-60)
1
51
0
13
0
0
0
Missing
Circulatory
Other
Diabetes
no
high
no
yes
yes
[80-90)
3
37
0
13
0
0
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[60-70)
4
30
0
12
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
1
42
2
8
2
1
0
Missing
Digestive
Other
Diabetes
no
normal
no
no
yes
[70-80)
3
1
0
8
0
1
1
InternalMedicine
Other
Other
Other
no
no
no
no
yes
[50-60)
8
24
1
26
0
0
0
Missing
Respiratory
Circulatory
Other
high
no
yes
yes
yes
[60-70)
2
33
1
13
0
0
0
Other
Other
Circulatory
Other
no
no
no
no
no
[40-50)
3
36
2
17
0
0
1
Emergency/Trauma
Injury
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
1
39
1
23
1
1
0
Surgery
Injury
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
1
44
4
15
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
3
65
0
9
3
0
0
InternalMedicine
Diabetes
Other
Other
no
no
no
no
no
[60-70)
7
71
3
22
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
4
18
0
14
0
0
0
Missing
Other
Respiratory
Respiratory
high
no
yes
yes
yes
[70-80)
7
48
0
14
0
0
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
no
yes
no
[90-100)
3
59
0
11
0
0
0
Missing
Digestive
Other
Digestive
no
no
no
yes
yes
[70-80)
1
12
4
17
0
0
0
Other
Circulatory
Injury
Other
no
no
yes
yes
no
[50-60)
1
43
0
8
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
3
36
1
15
0
0
0
Surgery
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[70-80)
2
72
1
14
3
0
0
Missing
Other
Circulatory
Respiratory
no
no
no
no
no
[50-60)
3
32
1
10
0
1
0
Other
Circulatory
Digestive
Digestive
no
no
no
yes
yes
[60-70)
2
2
0
15
0
0
0
Missing
Respiratory
Diabetes
Missing
no
no
yes
yes
yes
[40-50)
3
36
1
6
0
0
1
Missing
Other
Other
Injury
no
no
no
no
yes
[50-60)
5
41
2
17
0
0
0
Missing
Respiratory
Other
Circulatory
high
high
yes
yes
yes
[60-70)
6
27
1
18
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
2
42
0
15
0
0
0
InternalMedicine
Musculoskeletal
Other
Circulatory
no
no
yes
yes
yes
[70-80)
3
3
0
14
6
3
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[40-50)
2
57
0
17
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
no
yes
yes
[70-80)
4
48
0
18
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[70-80)
7
71
2
13
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[60-70)
3
43
0
13
0
0
0
Missing
Musculoskeletal
Other
Respiratory
no
no
yes
yes
yes
[60-70)
1
1
0
3
0
2
0
Surgery
Circulatory
Circulatory
Respiratory
no
no
no
no
yes
[80-90)
3
17
3
8
0
0
0
Missing
Injury
Musculoskeletal
Other
no
no
no
yes
no
[50-60)
6
44
2
18
1
2
0
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
2
49
1
12
0
0
0
Cardiology
Respiratory
Diabetes
Circulatory
no
normal
no
yes
no
[50-60)
3
16
4
25
4
0
0
Missing
Musculoskeletal
Circulatory
Musculoskeletal
normal
no
yes
yes
no
[80-90)
8
48
1
26
1
2
0
Surgery
Circulatory
Other
Other
no
no
no
yes
yes
[40-50)
6
49
0
23
0
2
0
Missing
Other
Diabetes
Other
no
high
no
yes
yes
[40-50)
8
50
1
12
0
0
0
Other
Respiratory
Circulatory
Other
no
no
no
yes
yes
[80-90)
13
56
5
23
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
no
yes
[60-70)
1
2
2
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
6
40
1
22
3
1
0
Missing
Injury
Other
Other
no
no
no
yes
no
[70-80)
6
26
2
16
0
2
0
Cardiology
Digestive
Respiratory
Other
no
no
no
yes
yes
[60-70)
6
1
0
12
0
1
0
Other
Injury
Respiratory
Other
no
no
yes
yes
no
[60-70)
8
68
3
16
0
0
0
Missing
Circulatory
Other
Other
no
high
no
yes
yes
[70-80)
4
64
0
7
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
7
53
3
23
1
2
1
Missing
Circulatory
Other
Other
no
no
no
yes
no
[80-90)
2
59
1
8
3
2
1
Missing
Digestive
Other
Circulatory
no
no
no
yes
yes
[50-60)
2
10
0
12
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
7
75
1
14
0
0
0
InternalMedicine
Other
Diabetes
Injury
no
no
yes
yes
yes
[70-80)
1
1
0
16
4
4
1
Missing
Digestive
Other
Other
no
no
no
no
yes
[60-70)
4
54
3
39
1
0
0
Cardiology
Other
Respiratory
Circulatory
no
no
yes
yes
no
[60-70)
3
56
0
25
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[60-70)
4
38
2
36
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
yes
yes
yes
[60-70)
14
90
6
20
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
4
48
0
12
0
0
0
InternalMedicine
Injury
Diabetes
Circulatory
no
high
yes
yes
no
[60-70)
3
2
1
14
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
yes
yes
[70-80)
4
36
0
16
0
2
0
Family/GeneralPractice
Circulatory
Diabetes
Respiratory
no
no
no
yes
yes
[70-80)
4
56
3
18
0
2
0
InternalMedicine
Other
Circulatory
Other
high
no
no
yes
no
[60-70)
6
69
0
31
4
1
1
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
5
42
0
5
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
high
yes
yes
no
[50-60)
5
60
1
14
0
2
0
InternalMedicine
Digestive
Other
Diabetes
no
high
yes
yes
no
[70-80)
4
29
1
7
0
1
1
Missing
Other
Injury
Other
no
no
no
yes
no
[60-70)
9
58
6
47
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
1
74
0
15
0
0
0
Surgery
Musculoskeletal
Other
Circulatory
no
high
yes
yes
no
[60-70)
11
62
3
35
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
2
48
0
15
1
1
2
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
7
54
0
13
0
0
0
Other
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
12
17
0
26
0
0
0
Missing
Respiratory
Respiratory
Circulatory
high
no
yes
yes
yes
[40-50)
3
45
0
15
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[60-70)
5
61
3
17
0
0
0
Missing
Other
Other
Digestive
no
no
no
yes
yes
[80-90)
3
48
0
13
5
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
1
8
0
6
1
1
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
no
yes
[70-80)
5
30
5
15
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
3
55
0
9
0
1
0
Missing
Other
Other
Other
no
no
no
no
no
[60-70)
3
38
0
11
0
0
0
Missing
Diabetes
Respiratory
Circulatory
no
high
yes
yes
yes
[50-60)
4
65
3
22
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
no
[90-100)
2
32
0
15
0
0
1
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[50-60)
4
44
1
25
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
5
49
1
24
0
0
0
Surgery
Other
Respiratory
Other
no
no
no
yes
yes
[70-80)
4
46
2
19
0
1
0
InternalMedicine
Digestive
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
6
36
0
19
0
2
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[60-70)
5
50
0
17
0
3
0
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
1
11
0
12
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
high
no
no
yes
no
[70-80)
3
64
0
14
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
8
77
2
16
0
1
0
Other
Diabetes
Circulatory
Other
no
high
no
no
yes
[80-90)
1
66
3
9
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
7
61
0
14
3
7
2
Missing
Diabetes
Other
Digestive
no
high
no
no
yes
[50-60)
2
53
0
6
0
0
0
InternalMedicine
Other
Respiratory
Diabetes
no
no
no
yes
no
[70-80)
2
36
1
8
0
0
0
Missing
Other
Injury
Other
no
no
no
yes
no
[40-50)
9
69
0
20
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
yes
yes
no
[80-90)
9
45
1
11
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
yes
yes