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
[70-80)
3
24
0
12
1
2
1
Missing
Circulatory
Diabetes
Other
no
no
no
yes
yes
[50-60)
1
33
6
8
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
2
50
2
12
0
0
0
Cardiology
Digestive
Circulatory
Circulatory
no
no
no
no
no
[70-80)
3
3
0
14
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
7
36
0
11
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
yes
[80-90)
6
57
4
30
0
0
0
InternalMedicine
Circulatory
Injury
Circulatory
no
no
yes
yes
yes
[80-90)
14
51
0
19
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
3
48
1
16
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
yes
[80-90)
6
25
3
11
0
0
0
Emergency/Trauma
Other
Digestive
Digestive
no
no
yes
yes
yes
[60-70)
1
90
3
18
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
5
65
6
27
1
0
0
InternalMedicine
Other
Respiratory
Circulatory
no
no
no
yes
yes
[40-50)
4
47
0
11
0
0
0
Missing
Digestive
Digestive
Other
no
no
yes
yes
no
[50-60)
3
42
5
12
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
39
0
7
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
3
1
1
13
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[60-70)
3
75
3
8
0
0
0
Cardiology
Other
Circulatory
Other
no
no
no
no
no
[70-80)
1
29
6
20
0
0
0
Cardiology
Circulatory
Respiratory
Other
no
no
no
yes
no
[40-50)
4
39
1
9
0
0
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[70-80)
2
8
1
12
0
1
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
no
yes
yes
[40-50)
3
63
0
7
1
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[80-90)
3
62
2
6
2
1
0
Missing
Circulatory
Respiratory
Respiratory
no
no
no
no
no
[60-70)
5
32
6
19
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
no
yes
no
[80-90)
5
46
0
13
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[60-70)
1
56
2
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
39
0
12
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
3
1
0
8
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
1
61
0
10
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
high
yes
yes
yes
[70-80)
3
52
0
21
0
0
0
InternalMedicine
Respiratory
Respiratory
Respiratory
no
no
no
no
no
[50-60)
6
36
0
20
0
1
0
Other
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[50-60)
3
1
1
13
1
1
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[50-60)
3
54
0
21
3
0
0
Cardiology
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
2
57
0
14
0
0
0
Family/GeneralPractice
Circulatory
Other
Respiratory
no
no
no
yes
no
[70-80)
1
29
3
16
0
0
0
Cardiology
Circulatory
Other
Other
no
no
no
no
yes
[70-80)
1
4
0
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
4
43
5
11
0
0
0
InternalMedicine
Diabetes
Other
Diabetes
no
no
yes
yes
no
[60-70)
4
37
1
22
1
2
0
Missing
Musculoskeletal
Other
Other
no
no
yes
yes
yes
[80-90)
5
42
0
15
0
0
0
Surgery
Other
Injury
Other
no
no
no
yes
no
[40-50)
2
46
0
4
0
0
0
Missing
Diabetes
Respiratory
Other
no
no
yes
yes
no
[50-60)
7
44
0
16
0
1
0
Missing
Other
Injury
Respiratory
no
no
yes
yes
no
[60-70)
7
58
2
25
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
3
27
1
17
0
0
0
Family/GeneralPractice
Diabetes
Musculoskeletal
Circulatory
no
no
no
yes
no
[80-90)
1
9
0
10
1
1
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
normal
no
yes
yes
yes
[60-70)
3
39
2
15
0
0
0
Other
Injury
Musculoskeletal
Diabetes
no
no
yes
yes
no
[50-60)
7
42
1
20
0
2
0
Missing
Digestive
Diabetes
Other
no
no
no
no
yes
[50-60)
4
76
3
23
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
35
2
19
0
0
1
Missing
Injury
Respiratory
Other
no
no
no
yes
yes
[60-70)
7
47
1
25
0
1
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
5
42
2
14
0
0
0
InternalMedicine
Respiratory
Other
Circulatory
no
no
yes
yes
no
[70-80)
2
32
0
12
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
high
no
yes
yes
[40-50)
2
46
0
10
0
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[90-100)
7
1
2
14
0
0
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
5
62
0
13
2
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
no
[80-90)
4
38
0
19
0
0
1
Other
Respiratory
Respiratory
Other
no
no
no
yes
no
[80-90)
1
1
2
7
1
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
8
70
0
21
4
1
0
Missing
Circulatory
Respiratory
Other
no
high
no
yes
yes
[70-80)
1
64
0
10
0
0
0
Family/GeneralPractice
Digestive
Digestive
Diabetes
no
high
no
yes
yes
[70-80)
8
58
4
38
0
0
0
Missing
Circulatory
Injury
Circulatory
no
no
yes
yes
no
[40-50)
6
64
0
5
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
no
no
yes
[50-60)
2
43
3
29
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
1
1
10
0
0
0
Other
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
2
51
0
9
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[80-90)
4
52
0
18
2
3
0
Missing
Other
Other
Respiratory
no
no
yes
yes
yes
[80-90)
5
71
0
19
0
0
0
InternalMedicine
Respiratory
Other
Injury
no
high
yes
yes
no
[60-70)
2
32
0
15
2
0
1
Missing
Other
Injury
Other
no
no
no
yes
yes
[70-80)
4
55
0
15
0
2
1
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
10
22
3
23
0
3
0
Other
Injury
Circulatory
Injury
no
no
no
no
yes
[70-80)
7
55
0
10
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
14
60
1
19
0
2
0
Emergency/Trauma
Respiratory
Respiratory
Other
no
high
yes
yes
yes
[40-50)
7
59
3
22
0
3
0
Family/GeneralPractice
Diabetes
Other
Circulatory
no
no
no
yes
yes
[60-70)
1
45
2
9
0
2
1
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
yes
[50-60)
3
49
0
24
0
0
0
Missing
Other
Other
Respiratory
no
normal
yes
yes
no
[60-70)
1
10
4
8
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
8
39
2
25
3
3
3
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
6
41
2
25
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
no
no
no
[60-70)
4
40
0
13
0
1
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
3
65
0
18
6
0
0
Missing
Other
Other
Injury
no
high
yes
yes
yes
[70-80)
6
9
0
9
1
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
3
54
0
7
0
0
0
Family/GeneralPractice
Circulatory
Other
Musculoskeletal
no
no
no
no
no
[60-70)
5
63
0
11
0
0
0
Missing
Other
Respiratory
Other
no
high
yes
yes
yes
[70-80)
4
83
0
18
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
no
[80-90)
4
41
0
13
0
0
2
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
no
yes
yes
[60-70)
3
56
1
23
0
1
1
Emergency/Trauma
Musculoskeletal
Injury
Other
no
normal
yes
yes
yes
[60-70)
1
40
0
6
0
0
0
Surgery
Other
Diabetes
Circulatory
no
no
no
yes
no
[80-90)
3
50
0
11
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
6
2
0
7
0
0
0
Missing
Digestive
Circulatory
Digestive
no
no
no
no
yes
[50-60)
2
30
4
20
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
5
1
0
9
3
2
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[60-70)
2
44
0
6
0
1
1
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[80-90)
4
41
0
11
0
1
0
Emergency/Trauma
Other
Other
Circulatory
no
no
yes
yes
yes
[70-80)
3
43
0
16
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
no
[40-50)
8
56
0
23
1
2
19
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[80-90)
7
41
0
7
0
1
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[60-70)
3
47
6
20
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
4
46
2
23
3
0
0
Missing
Diabetes
Musculoskeletal
Other
no
high
no
no
yes
[60-70)
1
7
2
2
0
0
0
Surgery
Circulatory
Diabetes
Other
no
no
no
no
yes
[60-70)
2
62
2
15
0
0
0
Missing
Circulatory
Other
Diabetes
no
high
no
yes
yes
[90-100)
5
61
1
11
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[70-80)
13
62
4
33
0
0
0
Surgery
Diabetes
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
6
37
1
22
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
no
no
[90-100)
3
53
0
16
1
0
0
Other
Diabetes
Other
Other
no
high
yes
yes
yes