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)
13
51
2
40
0
1
0
Surgery
Other
Respiratory
Other
no
no
yes
yes
no
[60-70)
3
11
0
12
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[90-100)
6
21
0
2
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[50-60)
7
41
0
15
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
yes
yes
no
[60-70)
11
44
0
7
0
1
0
Other
Other
Circulatory
Circulatory
no
no
no
no
no
[60-70)
1
50
1
23
0
0
0
Missing
Digestive
Digestive
Circulatory
no
no
no
no
no
[40-50)
3
79
6
20
0
0
0
Other
Digestive
Circulatory
Other
no
no
yes
yes
no
[70-80)
5
18
2
20
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Other
high
no
no
yes
yes
[80-90)
10
42
0
16
0
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[70-80)
1
34
1
4
0
0
0
Other
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
6
54
1
17
0
2
0
Missing
Other
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
3
42
1
10
0
0
0
Surgery
Other
Digestive
Diabetes
no
normal
yes
yes
yes
[60-70)
1
67
5
12
2
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
3
35
2
25
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[40-50)
3
56
0
20
0
0
0
Missing
Injury
Injury
Other
no
no
no
no
no
[50-60)
3
31
1
14
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[60-70)
2
43
0
12
0
1
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
3
32
0
18
0
2
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
4
33
0
26
5
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
4
32
1
36
0
0
0
Missing
Injury
Other
Circulatory
no
high
yes
yes
yes
[60-70)
4
57
2
17
1
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[80-90)
7
61
0
13
3
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
7
69
1
16
0
1
1
Missing
Circulatory
Diabetes
Other
no
no
no
no
yes
[70-80)
2
50
0
6
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
no
[70-80)
12
106
3
40
0
0
0
Missing
Other
Circulatory
Respiratory
no
normal
yes
yes
no
[60-70)
3
70
2
14
0
7
0
Other
Circulatory
Circulatory
Circulatory
no
high
no
yes
yes
[50-60)
4
43
0
19
0
1
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
43
1
23
0
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
high
yes
yes
yes
[80-90)
3
43
2
16
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[40-50)
3
50
5
15
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
normal
no
no
no
[50-60)
4
43
1
12
1
3
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[50-60)
5
51
0
19
0
0
0
Missing
Respiratory
Respiratory
Other
no
normal
yes
yes
yes
[50-60)
2
37
0
5
0
0
0
Other
Digestive
Circulatory
Other
no
no
no
no
no
[40-50)
1
39
6
4
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
no
no
[80-90)
6
1
1
11
0
0
0
Other
Other
Injury
Respiratory
no
no
yes
yes
yes
[50-60)
4
51
2
21
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
no
[50-60)
4
36
0
12
0
0
0
Missing
Other
Other
Respiratory
no
no
no
no
no
[70-80)
8
39
0
13
2
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
3
54
0
16
0
3
1
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
4
50
1
13
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
no
no
[80-90)
2
11
0
9
0
0
0
Emergency/Trauma
Other
Other
Other
no
normal
yes
yes
yes
[60-70)
3
44
6
26
0
0
0
Other
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[70-80)
7
37
0
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
1
38
0
9
0
1
1
Other
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
4
56
0
20
0
8
3
Missing
Diabetes
Circulatory
Respiratory
no
high
no
yes
yes
[60-70)
2
60
0
7
0
0
0
Emergency/Trauma
Diabetes
Respiratory
Circulatory
no
high
yes
yes
no
[60-70)
4
49
0
14
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[70-80)
2
41
0
15
1
0
0
Other
Diabetes
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
11
0
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
10
52
4
34
0
2
1
Emergency/Trauma
Musculoskeletal
Injury
Other
no
high
yes
yes
yes
[50-60)
2
33
1
14
0
1
0
InternalMedicine
Other
Digestive
Other
no
no
no
yes
yes
[50-60)
6
32
2
13
0
0
0
Other
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[80-90)
8
53
1
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
5
37
0
9
0
0
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
yes
[80-90)
7
54
1
15
0
0
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
5
37
0
9
0
1
0
Other
Other
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
1
51
0
19
3
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[70-80)
8
56
0
25
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[80-90)
3
28
0
12
0
0
0
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
4
52
2
23
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
2
52
0
5
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
2
11
0
14
0
3
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[70-80)
7
42
1
16
0
1
0
Missing
Other
Musculoskeletal
Circulatory
no
no
no
no
yes
[60-70)
1
15
0
15
0
0
0
Missing
Other
Diabetes
Other
no
no
no
no
yes
[60-70)
3
22
1
30
0
0
0
Other
Musculoskeletal
Circulatory
Musculoskeletal
no
no
no
no
no
[70-80)
1
36
1
20
0
0
0
Surgery
Musculoskeletal
Diabetes
Circulatory
no
no
no
no
no
[70-80)
6
64
0
19
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[50-60)
4
45
0
17
0
0
0
Missing
Other
Other
Diabetes
no
high
no
yes
no
[50-60)
1
49
0
10
0
3
1
InternalMedicine
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[70-80)
3
18
0
7
2
0
1
Cardiology
Digestive
Circulatory
Diabetes
normal
no
yes
yes
no
[60-70)
1
51
1
9
0
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
2
4
0
11
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
no
no
no
[50-60)
3
59
0
14
0
1
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
11
47
0
11
0
0
0
Other
Other
Musculoskeletal
Circulatory
no
high
yes
yes
no
[80-90)
4
7
0
15
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
6
50
0
13
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Respiratory
no
normal
no
no
no
[70-80)
2
60
0
14
0
1
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
no
[70-80)
9
45
1
11
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[50-60)
5
63
5
17
0
1
2
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
4
47
5
28
0
4
1
Cardiology
Circulatory
Respiratory
Injury
no
normal
yes
yes
yes
[80-90)
3
26
0
8
0
1
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
4
60
0
13
0
2
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[70-80)
4
61
3
17
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[40-50)
7
36
2
9
0
0
0
Missing
Respiratory
Digestive
Other
no
no
no
yes
yes
[80-90)
14
63
6
28
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
2
34
2
8
0
1
0
Other
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
2
6
0
13
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
3
51
1
3
0
1
0
Missing
Circulatory
Musculoskeletal
Diabetes
high
no
no
no
yes
[50-60)
4
66
0
12
1
1
4
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[80-90)
7
54
4
60
0
1
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
14
75
2
31
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
8
68
6
53
1
0
0
Other
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
9
39
0
16
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
4
9
2
7
0
1
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
no
no
[60-70)
5
52
2
14
0
1
1
Missing
Respiratory
Other
Diabetes
high
no
yes
yes
yes
[70-80)
6
32
0
15
0
0
0
Missing
Respiratory
Other
Other
no
no
no
no
no
[60-70)
8
58
0
17
0
6
3
Missing
Respiratory
Circulatory
Digestive
no
no
no
yes
yes
[70-80)
9
52
1
21
0
0
0
Missing
Other
Other
Other
no
high
no
yes
no
[70-80)
3
30
0
12
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[70-80)
2
26
0
16
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no