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
[90-100)
3
43
0
18
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
5
24
1
19
2
5
3
Missing
Respiratory
Respiratory
Circulatory
high
no
yes
yes
no
[70-80)
3
34
3
21
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
4
45
0
12
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
normal
yes
yes
yes
[80-90)
3
33
0
6
0
0
0
Other
Other
Other
Circulatory
no
no
no
yes
yes
[50-60)
7
56
0
16
0
2
0
Missing
Respiratory
Circulatory
Circulatory
no
high
no
no
no
[60-70)
2
25
1
9
0
1
0
Missing
Digestive
Circulatory
Circulatory
no
high
no
yes
no
[80-90)
7
61
3
23
0
0
0
Other
Injury
Other
Circulatory
no
normal
yes
yes
no
[60-70)
2
29
0
6
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
3
37
0
5
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[70-80)
3
9
0
6
0
0
0
Other
Circulatory
Diabetes
Other
high
no
yes
yes
no
[50-60)
3
28
3
9
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
high
yes
yes
no
[60-70)
3
23
1
5
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
38
0
7
0
0
0
Missing
Other
Diabetes
Circulatory
no
high
no
yes
no
[60-70)
2
41
0
18
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[40-50)
1
44
1
12
0
0
0
Surgery
Musculoskeletal
Diabetes
Missing
no
no
yes
yes
yes
[70-80)
2
19
0
8
1
0
0
Family/GeneralPractice
Diabetes
Respiratory
Other
high
no
yes
yes
yes
[50-60)
8
49
1
23
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[60-70)
5
33
1
19
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
yes
yes
no
[80-90)
2
57
0
14
0
2
0
Missing
Diabetes
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
1
25
0
9
0
0
0
Missing
Diabetes
Other
Other
no
normal
no
yes
yes
[70-80)
6
42
0
18
0
1
0
Other
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[40-50)
3
23
2
20
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
8
50
0
14
0
0
0
InternalMedicine
Diabetes
Circulatory
Other
no
no
no
yes
yes
[60-70)
4
50
0
16
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
yes
[80-90)
2
2
1
13
0
1
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
4
20
2
23
0
0
0
Missing
Injury
Other
Other
high
no
no
yes
yes
[70-80)
4
60
0
11
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
normal
no
yes
no
[50-60)
1
30
3
2
0
0
0
Other
Injury
Missing
Missing
no
no
no
no
no
[50-60)
9
85
6
57
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[50-60)
3
56
1
14
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[60-70)
5
17
1
34
2
0
0
Missing
Musculoskeletal
Other
Other
normal
no
yes
yes
no
[60-70)
9
11
0
23
2
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
normal
no
yes
yes
yes
[60-70)
2
12
0
23
2
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
4
34
1
17
0
0
1
Missing
Injury
Other
Other
no
no
yes
yes
no
[70-80)
5
43
1
15
0
3
1
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[80-90)
1
22
0
7
0
0
0
Cardiology
Respiratory
Respiratory
Circulatory
normal
no
no
yes
yes
[80-90)
3
59
0
10
1
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
2
1
1
30
0
1
2
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[90-100)
8
44
1
22
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
1
43
0
11
0
0
1
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
5
64
0
17
0
0
0
InternalMedicine
Respiratory
Other
Other
no
high
yes
yes
no
[60-70)
6
67
3
29
0
0
0
Other
Circulatory
Other
Diabetes
no
no
no
yes
no
[60-70)
3
66
0
11
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
4
38
1
23
0
0
0
Family/GeneralPractice
Circulatory
Digestive
Other
no
no
yes
yes
no
[80-90)
3
38
2
6
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Other
no
no
no
yes
no
[60-70)
6
66
6
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
5
48
0
19
0
2
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
5
65
1
23
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
yes
yes
no
[80-90)
2
69
3
12
0
0
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
yes
[80-90)
4
61
0
7
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
yes
[70-80)
10
50
0
14
0
1
0
InternalMedicine
Circulatory
Other
Injury
no
no
yes
yes
no
[40-50)
5
70
0
18
0
0
1
Missing
Other
Other
Other
no
high
no
no
no
[40-50)
4
62
0
10
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
yes
yes
no
[60-70)
1
64
1
17
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
6
45
0
16
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
no
no
no
yes
[40-50)
1
56
0
6
9
1
0
Missing
Injury
Other
Other
no
no
no
no
yes
[70-80)
6
61
0
6
0
1
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[60-70)
7
37
0
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
3
27
0
17
0
1
1
Family/GeneralPractice
Other
Diabetes
Missing
high
no
yes
yes
yes
[70-80)
3
73
1
15
0
2
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
5
33
1
34
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
no
no
[70-80)
5
64
1
9
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
no
yes
no
[50-60)
2
21
0
12
1
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[70-80)
4
36
6
23
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
2
47
3
13
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
no
[40-50)
9
47
1
5
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[60-70)
2
40
0
13
2
1
2
Missing
Other
Diabetes
Other
no
normal
yes
yes
yes
[80-90)
12
72
1
15
0
3
0
InternalMedicine
Respiratory
Respiratory
Respiratory
no
no
no
yes
yes
[80-90)
1
57
0
4
0
0
0
Family/GeneralPractice
Respiratory
Other
Circulatory
no
no
no
yes
no
[50-60)
8
48
0
16
0
1
1
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
5
48
0
10
3
0
0
Missing
Other
Other
Other
no
normal
no
yes
no
[60-70)
8
46
1
26
0
0
0
Missing
Digestive
Respiratory
Respiratory
no
no
yes
yes
yes
[70-80)
3
45
1
17
0
1
1
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
7
64
4
21
2
1
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
1
19
2
18
1
0
0
Missing
Injury
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
51
2
8
0
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
no
[60-70)
5
1
3
21
1
1
0
Emergency/Trauma
Digestive
Other
Respiratory
no
no
no
no
yes
[70-80)
10
33
0
16
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[50-60)
5
49
1
26
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
1
27
0
8
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
yes
[80-90)
1
2
0
14
0
1
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
51
4
17
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
5
32
3
11
0
1
0
Other
Circulatory
Other
Other
no
no
yes
yes
no
[50-60)
3
13
1
29
6
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
yes
yes
yes
[90-100)
3
62
0
9
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
12
50
0
15
0
0
2
Other
Other
Other
Circulatory
no
no
yes
yes
yes
[80-90)
7
30
2
20
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[80-90)
1
38
1
11
0
0
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
7
27
2
9
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
yes
no
[80-90)
2
63
0
18
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[40-50)
2
79
0
11
0
4
0
Missing
Diabetes
Other
Other
no
no
no
no
yes
[40-50)
8
67
6
40
0
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
5
67
0
12
0
0
0
Other
Other
Other
Other
no
no
no
yes
yes
[90-100)
3
58
0
13
0
0
0
Missing
Other
Other
Circulatory
no
normal
yes
yes
no
[80-90)
2
22
1
3
0
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[60-70)
2
38
0
16
0
1
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
yes
yes
[50-60)
3
46
0
20
0
4
0
Missing
Respiratory
Other
Respiratory
no
no
no
yes
yes
[80-90)
2
38
0
17
6
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
3
51
0
11
0
3
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no