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)
7
73
1
33
0
2
2
Missing
Musculoskeletal
Respiratory
Circulatory
no
no
no
yes
yes
[80-90)
5
67
0
18
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
normal
yes
yes
yes
[90-100)
3
15
0
8
0
3
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
2
47
0
16
0
6
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
7
60
0
18
0
1
0
Missing
Other
Other
Other
high
no
no
yes
no
[70-80)
2
26
0
9
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
normal
no
no
no
yes
[50-60)
6
60
0
29
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Other
no
no
yes
yes
no
[90-100)
6
40
0
16
6
1
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
no
[70-80)
7
56
5
47
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
2
30
0
11
0
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[80-90)
3
18
0
6
0
0
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
no
no
no
yes
[80-90)
1
9
0
14
0
0
0
Missing
Respiratory
Circulatory
Digestive
no
no
no
yes
no
[80-90)
4
44
0
4
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
1
29
5
17
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[60-70)
1
39
4
22
0
1
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[90-100)
6
40
2
14
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
no
no
[70-80)
6
48
0
12
0
0
0
Other
Diabetes
Respiratory
Other
no
high
yes
yes
yes
[80-90)
4
55
0
4
1
0
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[80-90)
3
10
0
8
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
8
43
1
13
3
2
1
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
1
17
0
8
0
1
0
Missing
Respiratory
Other
Circulatory
normal
no
no
yes
no
[60-70)
4
23
6
3
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
3
45
1
6
0
0
1
Other
Other
Other
Diabetes
no
no
no
yes
yes
[80-90)
5
42
1
18
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
no
no
no
[40-50)
1
66
0
7
0
0
0
Surgery
Other
Circulatory
Other
no
high
yes
yes
no
[70-80)
4
59
0
24
0
2
1
InternalMedicine
Other
Other
Missing
no
no
yes
yes
yes
[40-50)
2
65
1
19
1
0
0
Missing
Respiratory
Respiratory
Diabetes
no
normal
no
yes
yes
[50-60)
2
29
0
8
0
2
0
Missing
Digestive
Digestive
Diabetes
no
no
no
yes
yes
[40-50)
2
45
3
17
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
10
71
6
36
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
3
59
0
12
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
6
48
0
17
1
0
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
3
19
0
12
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[80-90)
13
1
4
21
0
0
0
Emergency/Trauma
Injury
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
2
37
0
11
0
0
0
Other
Other
Other
Diabetes
no
normal
yes
yes
yes
[40-50)
1
32
1
16
0
1
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
1
40
5
2
0
1
0
Other
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
3
48
0
20
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
yes
[60-70)
2
38
0
10
0
1
0
Missing
Other
Other
Respiratory
no
no
yes
yes
yes
[80-90)
6
43
4
34
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[60-70)
7
76
1
22
10
1
1
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
4
56
0
22
0
2
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
yes
yes
[60-70)
8
50
2
13
0
0
0
Missing
Circulatory
Other
Other
no
normal
no
no
no
[70-80)
2
20
0
7
0
0
0
Missing
Respiratory
Digestive
Diabetes
no
no
no
yes
no
[40-50)
5
38
2
22
0
0
0
Other
Injury
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
5
38
0
8
1
0
1
InternalMedicine
Digestive
Diabetes
Other
no
no
no
yes
yes
[70-80)
10
61
5
20
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
4
25
0
12
0
0
0
Missing
Digestive
Respiratory
Other
normal
no
no
no
yes
[40-50)
6
43
1
8
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[50-60)
2
35
1
13
0
0
2
Emergency/Trauma
Other
Other
Other
no
no
no
yes
yes
[40-50)
7
67
3
16
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
1
31
1
10
2
0
1
Missing
Circulatory
Circulatory
Diabetes
no
high
no
no
yes
[50-60)
8
16
2
11
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
1
15
0
10
0
1
8
Missing
Other
Other
Musculoskeletal
no
no
no
yes
yes
[50-60)
3
37
5
20
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
4
39
0
8
0
0
0
Other
Digestive
Other
Other
no
no
no
yes
yes
[60-70)
4
42
0
6
0
1
0
Family/GeneralPractice
Other
Circulatory
Respiratory
no
no
no
no
no
[40-50)
2
1
0
13
0
0
2
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
11
93
1
18
1
1
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
12
73
5
38
0
2
0
Missing
Other
Diabetes
Other
no
no
no
yes
yes
[50-60)
4
44
0
18
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
yes
yes
yes
[50-60)
4
67
0
12
1
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
high
yes
yes
no
[70-80)
10
17
0
16
0
1
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
no
no
no
no
[60-70)
2
10
3
14
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
1
29
3
9
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
2
47
3
10
0
1
0
Missing
Digestive
Digestive
Other
no
no
no
yes
yes
[80-90)
2
34
0
8
0
1
0
Other
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
2
13
0
5
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
4
57
0
12
0
0
0
Missing
Diabetes
Other
Digestive
no
no
yes
yes
no
[80-90)
4
13
0
16
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
3
32
1
39
0
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
23
0
7
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
10
68
0
16
0
0
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
no
[80-90)
3
49
1
10
0
0
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
no
[60-70)
4
35
0
30
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
1
26
1
28
0
0
1
Surgery
Other
Respiratory
Diabetes
no
no
yes
yes
no
[50-60)
1
46
0
11
0
0
1
Emergency/Trauma
Respiratory
Diabetes
Circulatory
no
high
yes
yes
no
[60-70)
3
25
1
18
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[80-90)
7
25
2
19
0
1
1
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
normal
no
no
yes
no
[80-90)
1
26
0
13
0
1
0
InternalMedicine
Digestive
Other
Circulatory
no
no
no
yes
no
[50-60)
1
2
0
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[50-60)
2
51
1
15
0
2
0
Missing
Digestive
Other
Respiratory
no
no
no
no
yes
[40-50)
8
72
5
38
0
0
0
Missing
Circulatory
Injury
Diabetes
no
high
yes
yes
yes
[70-80)
9
56
2
30
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
no
[60-70)
2
34
6
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
2
49
5
11
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
4
76
0
13
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
2
4
0
10
0
1
1
Missing
Diabetes
Other
Other
no
no
no
no
yes
[60-70)
2
47
0
11
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
1
14
2
9
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
1
1
1
3
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
no
yes
[70-80)
6
47
1
18
0
0
0
InternalMedicine
Respiratory
Respiratory
Other
no
no
yes
yes
no
[50-60)
6
51
4
20
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
high
yes
yes
yes
[60-70)
6
47
6
30
0
0
0
Missing
Circulatory
Injury
Diabetes
no
no
no
yes
yes
[60-70)
1
41
2
20
0
1
0
Family/GeneralPractice
Injury
Other
Circulatory
no
no
yes
yes
yes
[70-80)
2
70
3
18
4
0
1
Missing
Respiratory
Other
Other
no
no
no
no
yes
[50-60)
6
1
0
6
0
1
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
8
63
2
16
0
1
0
InternalMedicine
Other
Other
Injury
high
no
yes
yes
yes
[80-90)
6
1
1
5
0
2
0
Surgery
Other
Other
Other
no
no
yes
yes
no
[70-80)
2
61
0
19
0
0
0
Missing
Other
Diabetes
Diabetes
no
no
yes
yes
no