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
[50-60)
3
10
4
14
0
0
0
Missing
Other
Diabetes
Other
no
high
no
no
no
[60-70)
1
29
0
8
0
1
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
7
56
5
29
0
0
0
Other
Other
Diabetes
Injury
no
no
yes
yes
yes
[70-80)
2
23
0
1
0
0
0
InternalMedicine
Other
Circulatory
Digestive
no
no
no
yes
no
[80-90)
14
86
4
38
0
2
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
2
63
6
12
0
0
0
Missing
Digestive
Diabetes
Other
no
no
no
yes
no
[80-90)
5
50
0
24
0
0
1
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
1
30
1
25
0
0
0
Surgery
Digestive
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
6
55
4
25
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
no
[80-90)
5
24
1
21
1
0
8
Missing
Other
Respiratory
Respiratory
high
no
yes
yes
no
[80-90)
5
25
5
15
0
0
0
Missing
Injury
Injury
Injury
no
no
no
yes
no
[90-100)
4
35
0
22
0
0
0
Other
Injury
Diabetes
Other
no
no
no
no
yes
[60-70)
3
39
0
10
0
2
0
Missing
Other
Respiratory
Other
no
no
yes
yes
no
[70-80)
7
55
1
23
2
1
0
Missing
Digestive
Respiratory
Other
no
no
no
yes
no
[60-70)
6
45
4
39
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
3
31
1
11
0
0
0
Other
Musculoskeletal
Injury
Other
no
no
no
yes
no
[80-90)
3
39
1
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
2
60
2
18
0
1
1
Missing
Digestive
Other
Other
no
no
no
no
yes
[70-80)
6
49
0
9
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[70-80)
2
43
2
5
0
0
0
InternalMedicine
Digestive
Digestive
Other
no
no
no
yes
no
[60-70)
6
62
2
25
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
yes
no
[80-90)
6
70
0
16
0
0
0
Missing
Digestive
Circulatory
Respiratory
no
no
no
no
no
[60-70)
14
37
0
25
6
3
0
Other
Injury
Injury
Circulatory
no
no
yes
yes
yes
[70-80)
5
55
3
11
4
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
9
51
4
20
0
0
0
Family/GeneralPractice
Digestive
Other
Other
no
no
no
no
no
[70-80)
1
32
1
17
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Other
no
no
no
no
no
[70-80)
9
42
1
25
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
8
54
3
17
0
2
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[60-70)
2
41
0
8
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Musculoskeletal
no
high
yes
yes
no
[70-80)
4
44
0
9
0
2
0
InternalMedicine
Circulatory
Circulatory
Digestive
normal
no
no
yes
no
[50-60)
3
7
4
27
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
no
no
[90-100)
4
30
0
10
4
1
0
Missing
Other
Other
Other
no
no
no
no
no
[70-80)
4
51
5
30
0
0
0
Missing
Musculoskeletal
Respiratory
Diabetes
no
no
no
yes
no
[60-70)
2
55
0
4
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
high
no
no
no
[60-70)
6
47
3
53
0
0
0
Surgery
Circulatory
Circulatory
Injury
no
no
no
yes
no
[70-80)
6
70
0
17
0
3
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[50-60)
8
54
3
18
0
4
2
Missing
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
7
47
0
16
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
normal
yes
yes
no
[40-50)
4
18
1
15
0
0
0
Other
Injury
Injury
Diabetes
high
no
yes
yes
no
[80-90)
3
3
1
7
0
3
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
44
1
9
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
normal
no
no
yes
yes
[60-70)
4
72
2
27
0
2
1
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
10
48
1
20
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[50-60)
2
40
1
33
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
no
no
[80-90)
1
1
0
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
2
62
0
10
0
0
0
Missing
Diabetes
Respiratory
Other
no
high
no
no
no
[80-90)
9
50
1
15
2
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
2
58
1
19
0
1
0
Missing
Injury
Digestive
Circulatory
no
no
yes
yes
yes
[40-50)
3
42
3
19
0
1
3
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
2
49
0
9
2
0
0
Missing
Circulatory
Digestive
Digestive
no
high
no
yes
no
[50-60)
3
55
0
16
1
0
0
Missing
Other
Diabetes
Other
no
no
no
yes
no
[80-90)
12
53
3
22
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
3
41
6
16
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
10
0
22
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
yes
[60-70)
2
19
1
7
0
1
0
Missing
Digestive
Other
Other
no
no
yes
yes
no
[80-90)
11
55
0
12
0
0
0
Other
Other
Other
Circulatory
no
no
yes
yes
yes
[70-80)
4
39
0
11
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
6
52
5
10
0
0
0
Emergency/Trauma
Injury
Other
Other
no
no
no
no
no
[70-80)
1
26
3
14
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
3
13
0
11
1
0
0
Missing
Respiratory
Respiratory
Diabetes
normal
no
yes
yes
no
[60-70)
2
53
0
18
0
0
0
Missing
Respiratory
Circulatory
Other
no
normal
yes
yes
yes
[50-60)
5
9
0
22
1
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[50-60)
11
34
6
20
0
0
0
Cardiology
Diabetes
Other
Circulatory
no
no
no
no
yes
[80-90)
6
58
1
25
2
1
0
Missing
Injury
Circulatory
Other
no
no
no
no
yes
[80-90)
3
1
0
4
0
1
1
InternalMedicine
Other
Other
Other
no
no
no
no
no
[70-80)
8
40
0
9
0
1
0
Other
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
5
32
1
10
0
0
1
Emergency/Trauma
Digestive
Digestive
Diabetes
no
no
yes
yes
yes
[70-80)
4
48
1
12
0
1
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[60-70)
2
37
0
6
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[80-90)
7
67
0
13
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
no
[50-60)
4
48
0
25
0
9
7
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
yes
[40-50)
4
2
0
7
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
no
yes
yes
[70-80)
1
12
4
30
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
4
21
1
30
0
0
0
Other
Musculoskeletal
Other
Circulatory
high
no
yes
yes
no
[40-50)
4
10
2
8
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
yes
[60-70)
11
28
6
32
1
1
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[60-70)
10
73
1
34
1
2
0
Missing
Circulatory
Other
Respiratory
no
no
yes
yes
no
[60-70)
6
66
0
23
11
1
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
high
yes
yes
yes
[60-70)
1
10
5
16
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
1
40
0
8
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
normal
no
no
no
[60-70)
7
77
3
26
0
1
0
Other
Other
Other
Respiratory
no
no
yes
yes
yes
[40-50)
5
42
1
15
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[60-70)
6
23
3
25
3
2
1
Family/GeneralPractice
Injury
Other
Circulatory
high
no
yes
yes
yes
[50-60)
3
51
1
25
0
0
0
Surgery
Digestive
Respiratory
Diabetes
no
no
no
yes
no
[70-80)
3
26
6
11
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[80-90)
2
41
0
5
0
0
0
InternalMedicine
Respiratory
Digestive
Digestive
no
no
no
yes
no
[50-60)
1
34
0
8
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
no
no
[40-50)
2
1
0
4
0
0
0
Missing
Diabetes
Other
Other
no
high
no
no
no
[60-70)
6
9
0
14
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[70-80)
4
69
0
13
2
1
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
13
33
2
8
0
1
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
4
1
1
19
1
3
0
Missing
Other
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
5
69
2
18
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
4
52
0
19
0
1
1
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
6
76
2
25
0
0
0
InternalMedicine
Other
Diabetes
Other
no
no
yes
yes
no
[80-90)
1
16
5
9
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
5
1
2
11
0
0
0
Emergency/Trauma
Circulatory
Musculoskeletal
Digestive
no
no
no
yes
no
[70-80)
4
29
1
16
0
3
0
Other
Injury
Other
Digestive
no
no
no
no
yes
[60-70)
9
52
5
29
0
1
0
InternalMedicine
Digestive
Respiratory
Injury
no
no
yes
yes
yes
[50-60)
5
43
0
16
0
0
0
Missing
Injury
Injury
Circulatory
no
no
no
yes
no