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)
8
59
2
21
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
high
yes
yes
no
[60-70)
14
49
3
22
0
0
0
Surgery
Injury
Circulatory
Other
no
no
no
no
no
[60-70)
2
55
2
8
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
2
31
0
10
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
no
[70-80)
5
31
2
18
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
yes
yes
[80-90)
7
90
2
25
20
2
2
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[60-70)
13
55
2
17
1
5
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[40-50)
7
36
6
26
0
5
1
Emergency/Trauma
Diabetes
Digestive
Injury
no
no
yes
yes
yes
[50-60)
3
35
4
13
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
4
53
0
12
3
0
3
Missing
Other
Other
Other
no
no
yes
yes
no
[80-90)
3
24
0
16
0
1
0
Family/GeneralPractice
Respiratory
Other
Other
high
no
yes
yes
no
[40-50)
3
48
0
15
1
1
0
Missing
Diabetes
Other
Digestive
no
no
no
no
yes
[60-70)
6
7
3
24
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
2
83
1
19
0
0
0
Other
Digestive
Other
Other
no
high
yes
yes
yes
[70-80)
2
57
0
12
0
1
0
Missing
Other
Other
Other
no
normal
no
no
yes
[50-60)
3
62
0
18
2
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
no
yes
yes
[60-70)
4
34
5
14
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
5
26
2
9
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
58
6
21
2
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
12
69
0
19
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
no
[60-70)
3
55
0
28
0
10
1
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[60-70)
3
62
0
18
0
1
0
Family/GeneralPractice
Circulatory
Injury
Diabetes
no
no
no
no
yes
[90-100)
4
45
0
7
0
0
0
InternalMedicine
Circulatory
Diabetes
Missing
no
no
no
no
no
[50-60)
2
62
3
18
0
0
0
Emergency/Trauma
Circulatory
Digestive
Circulatory
no
no
no
yes
no
[70-80)
3
69
1
3
0
0
0
Missing
Digestive
Other
Other
no
no
no
no
yes
[70-80)
3
28
2
3
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
3
48
0
7
0
0
0
InternalMedicine
Respiratory
Respiratory
Other
no
high
no
no
no
[50-60)
5
19
2
6
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[70-80)
1
11
0
14
0
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[80-90)
3
16
0
13
2
0
0
Missing
Injury
Injury
Other
no
no
yes
yes
no
[40-50)
2
1
6
11
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[40-50)
2
34
0
12
0
0
0
Other
Respiratory
Diabetes
Other
no
no
no
yes
no
[50-60)
3
46
0
5
0
0
0
InternalMedicine
Other
Other
Respiratory
no
no
no
no
no
[60-70)
3
11
1
15
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
2
38
2
15
0
0
1
Missing
Circulatory
Other
Other
no
no
no
yes
yes
[60-70)
4
43
1
25
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
2
68
0
13
0
0
0
Other
Other
Other
Diabetes
no
no
no
no
no
[70-80)
5
42
6
34
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
12
63
2
27
0
0
1
Missing
Circulatory
Circulatory
Respiratory
no
normal
yes
yes
yes
[80-90)
7
57
1
16
0
3
0
InternalMedicine
Diabetes
Other
Circulatory
high
high
no
yes
yes
[60-70)
4
58
0
16
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
52
1
9
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
no
no
yes
yes
[60-70)
5
64
2
17
0
5
3
Family/GeneralPractice
Injury
Diabetes
Other
no
no
no
yes
yes
[60-70)
5
49
1
15
0
1
0
Family/GeneralPractice
Musculoskeletal
Diabetes
Circulatory
no
high
yes
yes
yes
[70-80)
4
47
2
16
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Digestive
no
no
yes
yes
yes
[70-80)
5
72
0
18
0
1
0
Other
Other
Other
Diabetes
no
no
no
no
yes
[50-60)
6
69
6
33
0
0
0
InternalMedicine
Circulatory
Other
Other
no
high
yes
yes
no
[50-60)
14
48
0
20
0
0
0
Missing
Other
Diabetes
Digestive
no
no
no
yes
no
[50-60)
3
45
0
17
1
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
1
20
2
6
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Circulatory
no
no
no
no
no
[40-50)
6
49
2
30
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
10
81
0
36
2
0
0
Missing
Digestive
Respiratory
Other
no
high
yes
yes
yes
[50-60)
5
43
3
27
0
1
0
Cardiology
Injury
Other
Other
no
no
yes
yes
yes
[70-80)
5
37
0
21
0
0
1
InternalMedicine
Digestive
Other
Circulatory
no
no
no
yes
no
[80-90)
5
27
2
10
0
2
0
Family/GeneralPractice
Circulatory
Diabetes
Diabetes
no
no
no
yes
yes
[70-80)
6
29
2
15
0
0
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
11
83
3
25
0
1
2
Emergency/Trauma
Circulatory
Digestive
Other
no
high
yes
yes
yes
[70-80)
8
25
0
9
1
3
1
Family/GeneralPractice
Diabetes
Digestive
Other
normal
no
no
no
yes
[60-70)
11
84
1
22
0
0
0
InternalMedicine
Circulatory
Diabetes
Diabetes
high
normal
no
yes
yes
[60-70)
4
41
0
16
0
2
0
Missing
Respiratory
Diabetes
Other
no
no
no
yes
yes
[60-70)
3
48
0
16
0
1
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
yes
[80-90)
4
19
0
30
0
0
2
Missing
Circulatory
Circulatory
Respiratory
high
no
no
yes
no
[60-70)
6
59
0
16
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
2
35
0
8
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
yes
yes
[70-80)
10
41
3
11
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
4
39
1
17
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[80-90)
4
49
4
21
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
36
4
23
0
0
0
Surgery
Musculoskeletal
Diabetes
Circulatory
no
no
no
no
no
[70-80)
5
32
0
9
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[50-60)
1
34
6
12
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
2
35
0
8
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[80-90)
7
73
0
17
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
normal
no
no
no
[50-60)
8
28
6
13
2
2
1
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
yes
[70-80)
3
52
0
16
3
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
no
[50-60)
1
12
0
5
0
0
0
Cardiology
Respiratory
Circulatory
Other
normal
no
no
yes
no
[60-70)
12
97
3
39
0
0
0
Other
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
6
54
3
23
0
1
0
Cardiology
Respiratory
Circulatory
Digestive
no
no
yes
yes
yes
[50-60)
1
34
0
7
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
no
no
no
[70-80)
2
33
3
9
0
1
1
InternalMedicine
Other
Digestive
Circulatory
no
no
no
no
yes
[70-80)
6
67
1
22
0
2
1
Emergency/Trauma
Other
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
5
83
0
16
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[90-100)
3
40
0
18
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
1
34
6
5
0
1
0
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
8
50
0
12
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
no
[60-70)
2
45
0
6
0
0
0
Missing
Other
Diabetes
Missing
no
no
yes
yes
no
[60-70)
5
36
1
15
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[60-70)
5
2
2
16
0
0
0
Other
Other
Injury
Other
no
no
no
yes
yes
[50-60)
9
51
0
21
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
5
42
0
12
0
0
0
Other
Other
Other
Circulatory
no
no
no
yes
yes
[70-80)
6
34
2
9
0
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
5
30
2
15
0
2
1
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
3
37
0
8
0
0
0
Missing
Other
Diabetes
Missing
no
no
yes
yes
yes
[40-50)
1
39
0
5
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
no
no
yes
no
[70-80)
2
46
1
12
0
1
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
no
[60-70)
2
36
0
6
0
0
0
Missing
Digestive
Other
Digestive
no
no
no
no
no
[60-70)
4
58
0
19
0
1
0
InternalMedicine
Other
Diabetes
Diabetes
no
no
no
yes
no
[60-70)
9
75
1
15
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[80-90)
3
8
0
5
0
1
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
no
yes
[70-80)
1
45
0
16
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
high
no
yes
no
[70-80)
3
41
3
24
0
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no