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)
4
44
2
16
3
0
0
Missing
Digestive
Diabetes
Other
no
no
yes
yes
no
[80-90)
1
38
0
4
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[70-80)
3
71
0
19
0
5
0
InternalMedicine
Other
Other
Other
normal
no
no
yes
yes
[60-70)
11
25
3
12
0
1
0
Missing
Digestive
Digestive
Circulatory
no
no
no
no
no
[50-60)
1
48
0
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
19
0
14
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
4
42
3
24
0
0
0
InternalMedicine
Injury
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
4
49
3
15
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
no
no
yes
[60-70)
2
1
0
7
2
0
0
Missing
Respiratory
Other
Circulatory
no
high
no
yes
yes
[60-70)
4
51
3
28
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[80-90)
5
27
3
11
0
1
0
InternalMedicine
Other
Other
Respiratory
no
no
no
no
no
[80-90)
4
32
1
12
0
2
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
6
53
2
19
0
0
0
InternalMedicine
Circulatory
Other
Digestive
no
no
no
no
yes
[40-50)
3
68
0
14
0
1
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[50-60)
4
60
0
11
0
0
0
Missing
Other
Other
Diabetes
no
high
no
yes
no
[60-70)
8
53
1
17
0
1
0
Missing
Digestive
Digestive
Other
no
no
yes
yes
no
[60-70)
3
64
1
27
0
1
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[80-90)
3
28
1
8
0
0
0
InternalMedicine
Other
Other
Respiratory
no
no
yes
yes
yes
[50-60)
3
28
1
19
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[60-70)
7
33
1
19
2
0
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
5
45
1
31
0
0
0
InternalMedicine
Digestive
Circulatory
Other
no
no
yes
yes
no
[50-60)
2
33
6
23
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
48
0
10
0
3
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
4
51
0
15
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
8
1
0
14
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
2
11
0
20
0
1
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
4
51
1
16
0
1
0
Other
Digestive
Other
Other
no
no
no
no
no
[40-50)
9
43
1
6
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
no
yes
[60-70)
2
47
0
14
0
0
0
Family/GeneralPractice
Diabetes
Digestive
Other
no
no
no
yes
no
[80-90)
4
35
0
7
0
0
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
no
yes
no
[60-70)
12
63
0
15
0
0
0
Emergency/Trauma
Other
Other
Other
no
high
yes
yes
no
[70-80)
5
16
5
19
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
no
[80-90)
5
68
0
20
0
0
0
Missing
Other
Respiratory
Other
no
high
no
yes
no
[60-70)
3
65
0
15
0
1
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[50-60)
1
70
3
11
0
0
1
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[50-60)
8
26
2
34
0
0
0
Missing
Other
Circulatory
Diabetes
no
normal
yes
yes
no
[70-80)
1
63
0
15
0
0
0
Missing
Circulatory
Diabetes
Other
no
high
no
no
yes
[50-60)
2
41
0
10
0
0
0
Other
Other
Diabetes
Circulatory
no
no
no
yes
no
[80-90)
3
44
0
11
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[70-80)
5
52
0
17
0
1
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
3
39
2
28
0
3
4
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[90-100)
2
67
0
10
0
0
0
Cardiology
Other
Circulatory
Other
no
no
no
yes
yes
[50-60)
8
84
1
17
0
0
0
InternalMedicine
Other
Other
Other
no
high
no
yes
yes
[40-50)
1
28
6
3
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
3
29
2
7
0
0
0
Missing
Digestive
Other
Other
no
no
no
no
yes
[80-90)
3
55
0
16
3
0
1
Family/GeneralPractice
Other
Other
Diabetes
no
no
no
yes
yes
[50-60)
1
48
0
5
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
high
no
yes
no
[40-50)
5
65
0
11
0
1
0
InternalMedicine
Diabetes
Other
Other
no
high
no
yes
no
[70-80)
1
71
0
11
0
0
1
Missing
Other
Respiratory
Diabetes
no
no
no
yes
no
[40-50)
4
58
2
21
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
no
[60-70)
2
40
3
6
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
no
no
[40-50)
7
29
3
19
1
0
0
Family/GeneralPractice
Injury
Other
Other
no
no
yes
yes
yes
[70-80)
4
39
1
15
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
no
[70-80)
8
17
0
15
5
0
0
Missing
Other
Circulatory
Circulatory
high
no
no
yes
no
[60-70)
2
53
1
8
0
0
0
Missing
Other
Circulatory
Digestive
no
no
yes
yes
no
[70-80)
6
70
3
16
0
0
0
Cardiology
Respiratory
Circulatory
Circulatory
no
high
yes
yes
no
[40-50)
2
6
3
17
1
0
0
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
no
[80-90)
2
42
0
20
0
2
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
5
74
2
41
0
0
0
Missing
Diabetes
Other
Circulatory
no
high
yes
yes
yes
[70-80)
3
61
0
15
0
1
0
Missing
Other
Other
Other
no
normal
yes
yes
no
[70-80)
3
46
0
13
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[60-70)
3
34
2
7
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
14
34
4
20
2
2
0
Missing
Diabetes
Musculoskeletal
Circulatory
no
no
yes
yes
yes
[70-80)
6
25
0
11
0
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
no
[80-90)
1
30
0
11
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[70-80)
3
37
0
17
0
2
1
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
35
0
13
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
1
29
4
2
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
4
55
0
11
0
2
0
InternalMedicine
Circulatory
Diabetes
Other
no
no
no
yes
no
[60-70)
6
48
1
21
0
1
0
Missing
Other
Other
Other
no
normal
yes
yes
yes
[70-80)
9
6
0
4
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
5
32
3
19
0
0
1
Other
Other
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
8
38
2
32
1
1
0
Surgery
Respiratory
Other
Other
no
no
no
yes
yes
[60-70)
4
45
1
18
0
0
0
Cardiology
Respiratory
Diabetes
Digestive
no
no
yes
yes
yes
[70-80)
2
74
3
11
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
2
44
0
6
0
0
0
Emergency/Trauma
Digestive
Respiratory
Circulatory
no
no
no
no
no
[70-80)
11
56
3
15
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
3
50
1
16
0
0
1
Missing
Musculoskeletal
Other
Other
no
no
yes
yes
yes
[80-90)
2
40
0
3
0
1
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[60-70)
2
21
0
17
0
1
0
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
normal
no
no
no
yes
[80-90)
6
32
0
20
4
0
0
Missing
Injury
Musculoskeletal
Circulatory
no
no
no
no
no
[50-60)
2
12
0
10
0
1
0
Missing
Other
Diabetes
Other
no
normal
no
yes
no
[80-90)
3
54
1
22
1
1
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
1
55
0
7
0
1
0
Other
Other
Diabetes
Other
no
normal
no
no
no
[50-60)
4
38
3
25
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[80-90)
2
66
2
16
0
6
2
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
6
60
6
29
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
2
34
6
20
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
1
26
6
15
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
7
60
2
13
2
0
0
Missing
Diabetes
Circulatory
Digestive
no
no
yes
yes
no
[80-90)
3
26
2
13
2
0
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
3
41
6
18
0
2
1
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
6
65
3
41
0
1
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[60-70)
11
67
0
13
0
1
0
Missing
Diabetes
Other
Other
no
no
no
no
no
[80-90)
2
43
0
12
1
1
1
Missing
Diabetes
Other
Circulatory
no
no
no
no
yes
[50-60)
1
35
3
15
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
yes
yes
no
[90-100)
3
62
0
19
0
0
0
Missing
Other
Other
Respiratory
no
no
yes
yes
no
[40-50)
2
36
0
18
0
0
0
InternalMedicine
Other
Diabetes
Other
no
no
yes
yes
yes
[50-60)
3
34
3
14
0
1
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
2
14
0
7
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes