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
[80-90)
8
65
3
32
0
1
1
Missing
Digestive
Other
Circulatory
no
normal
yes
yes
no
[50-60)
5
72
5
22
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[80-90)
1
49
0
9
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
4
45
0
7
0
1
1
InternalMedicine
Circulatory
Other
Other
no
no
no
yes
no
[40-50)
5
57
0
22
0
2
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
34
0
11
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
4
38
0
8
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
yes
[40-50)
5
38
2
28
0
0
0
Surgery
Digestive
Respiratory
Digestive
no
no
yes
yes
no
[50-60)
6
46
2
14
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
yes
yes
[80-90)
10
79
4
28
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
14
58
0
31
0
0
0
Missing
Respiratory
Respiratory
Other
no
high
no
yes
no
[50-60)
9
33
1
10
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
3
47
1
16
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
5
1
0
8
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
6
70
0
12
0
0
0
Missing
Circulatory
Other
Diabetes
high
high
yes
yes
yes
[60-70)
7
43
2
21
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
5
66
4
26
0
0
0
Other
Diabetes
Circulatory
Circulatory
no
normal
no
yes
no
[60-70)
5
36
2
15
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[60-70)
2
42
6
28
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
2
45
2
7
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
no
no
yes
[70-80)
2
56
0
8
4
5
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
5
20
1
14
0
0
1
Family/GeneralPractice
Other
Other
Injury
normal
no
yes
yes
yes
[60-70)
1
36
0
12
1
0
2
Missing
Other
Circulatory
Digestive
no
no
no
yes
yes
[50-60)
2
58
0
8
0
0
1
Missing
Diabetes
Diabetes
Other
no
no
no
yes
no
[60-70)
2
45
0
19
0
2
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
no
[80-90)
4
16
0
16
2
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
high
no
no
yes
no
[80-90)
3
57
0
7
0
1
0
Missing
Other
Other
Other
no
no
no
no
yes
[50-60)
6
2
2
13
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[50-60)
6
33
0
12
0
1
0
Other
Other
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
77
0
13
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[50-60)
8
52
5
17
0
1
0
Surgery
Circulatory
Circulatory
Circulatory
no
high
no
yes
yes
[80-90)
5
60
1
13
0
0
0
Family/GeneralPractice
Injury
Missing
Missing
no
normal
no
no
no
[70-80)
3
21
1
9
1
0
0
Cardiology
Circulatory
Circulatory
Circulatory
high
no
yes
yes
no
[70-80)
5
45
2
25
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
no
[80-90)
11
87
2
39
0
1
1
Other
Circulatory
Other
Other
no
no
no
no
no
[80-90)
7
62
2
16
0
0
0
Family/GeneralPractice
Digestive
Other
Circulatory
no
no
yes
yes
yes
[80-90)
1
40
3
14
1
0
0
Missing
Respiratory
Digestive
Digestive
no
no
no
no
no
[60-70)
2
37
3
10
0
1
1
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
7
75
2
23
0
0
0
InternalMedicine
Digestive
Digestive
Injury
no
no
no
yes
no
[60-70)
5
50
1
12
0
1
0
Missing
Other
Musculoskeletal
Musculoskeletal
no
no
yes
yes
yes
[60-70)
2
31
1
16
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
6
38
2
8
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
3
41
2
21
0
0
0
Missing
Musculoskeletal
Other
Circulatory
no
no
no
yes
yes
[60-70)
3
31
0
10
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
3
25
0
15
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
3
39
0
4
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
no
no
yes
[40-50)
1
10
0
9
1
0
0
Missing
Other
Respiratory
Respiratory
no
no
no
no
yes
[70-80)
1
19
0
8
1
1
0
Cardiology
Musculoskeletal
Respiratory
Circulatory
normal
no
no
yes
yes
[40-50)
7
28
0
16
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
5
39
0
24
3
2
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[60-70)
6
45
3
19
0
0
0
Other
Other
Digestive
Other
no
no
yes
yes
yes
[80-90)
3
60
0
13
0
1
0
Missing
Injury
Other
Other
no
no
no
no
yes
[70-80)
12
66
1
13
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
no
no
no
[70-80)
5
54
0
34
0
2
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[50-60)
1
37
0
13
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[80-90)
8
54
0
20
0
1
0
InternalMedicine
Other
Other
Injury
no
no
no
yes
yes
[80-90)
11
38
0
11
0
3
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
6
60
6
28
0
0
0
Other
Circulatory
Circulatory
Other
no
no
yes
yes
no
[50-60)
1
46
0
11
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
normal
no
yes
no
[80-90)
1
10
1
10
0
1
1
Missing
Other
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
5
1
3
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
12
60
5
10
0
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
no
no
no
[50-60)
1
33
1
8
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
1
1
2
15
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[90-100)
12
50
1
8
0
0
1
Family/GeneralPractice
Other
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
5
25
0
3
0
0
0
Family/GeneralPractice
Diabetes
Other
Circulatory
no
no
no
no
no
[80-90)
8
72
0
19
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
no
no
yes
[70-80)
1
31
0
17
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
no
no
[50-60)
3
53
3
17
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
3
46
0
11
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[80-90)
10
93
2
27
0
0
0
Missing
Other
Respiratory
Other
no
normal
yes
yes
no
[50-60)
5
42
3
13
0
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
6
46
0
19
0
0
0
Cardiology
Respiratory
Circulatory
Musculoskeletal
no
normal
yes
yes
yes
[60-70)
5
46
1
19
1
9
0
Missing
Circulatory
Injury
Other
no
no
yes
yes
yes
[70-80)
6
71
3
35
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[50-60)
5
20
6
27
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
31
0
6
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
yes
yes
no
[50-60)
11
57
6
45
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[70-80)
5
58
0
11
0
0
0
Missing
Other
Circulatory
Circulatory
no
high
no
yes
yes
[70-80)
8
55
1
16
0
0
0
InternalMedicine
Digestive
Circulatory
Other
no
no
no
no
no
[60-70)
1
47
3
15
1
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
1
47
0
17
0
0
1
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
1
44
0
7
0
2
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
yes
yes
[40-50)
8
49
6
31
0
8
2
InternalMedicine
Injury
Other
Circulatory
no
no
no
yes
yes
[60-70)
2
7
3
16
1
0
0
Missing
Other
Other
Respiratory
no
no
no
no
no
[50-60)
4
45
0
13
0
1
1
InternalMedicine
Other
Injury
Diabetes
no
no
yes
yes
no
[70-80)
3
37
0
12
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
11
70
2
17
0
4
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[60-70)
2
55
0
15
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[60-70)
3
37
0
10
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
10
62
0
20
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
8
42
0
24
0
1
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
1
10
1
6
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[70-80)
6
75
6
24
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[60-70)
6
44
0
26
1
0
0
InternalMedicine
Respiratory
Diabetes
Respiratory
no
no
yes
yes
no
[80-90)
1
31
0
11
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[50-60)
1
22
0
14
0
0
0
Cardiology
Respiratory
Diabetes
Other
normal
no
yes
yes
no
[70-80)
14
69
5
21
0
2
0
Other
Circulatory
Diabetes
Diabetes
no
high
no
yes
yes
[80-90)
2
35
1
13
0
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
3
1
0
11
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
yes
yes
no