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
[70-80)
4
57
1
24
1
2
0
InternalMedicine
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
1
43
0
9
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
yes
yes
no
[50-60)
1
28
0
15
0
1
0
Missing
Injury
Musculoskeletal
Musculoskeletal
no
no
yes
yes
no
[60-70)
2
55
1
19
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
7
44
6
35
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
normal
yes
yes
no
[80-90)
6
45
0
21
0
1
0
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[50-60)
3
30
1
7
1
1
0
Missing
Digestive
Digestive
Respiratory
no
no
no
yes
yes
[50-60)
2
46
0
17
0
1
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[40-50)
7
34
0
11
0
0
0
Missing
Other
Digestive
Other
no
no
yes
yes
no
[60-70)
3
10
0
6
0
0
0
Family/GeneralPractice
Injury
Diabetes
Musculoskeletal
no
no
yes
yes
yes
[50-60)
5
44
2
17
0
2
2
InternalMedicine
Digestive
Other
Circulatory
no
no
no
yes
no
[50-60)
3
44
0
8
0
2
0
InternalMedicine
Other
Diabetes
Other
no
no
no
yes
yes
[50-60)
2
36
0
14
0
1
0
Cardiology
Circulatory
Other
Diabetes
no
no
yes
yes
no
[80-90)
9
80
0
16
0
0
0
InternalMedicine
Diabetes
Digestive
Digestive
high
high
yes
yes
yes
[60-70)
6
62
2
19
0
0
0
Missing
Musculoskeletal
Other
Respiratory
no
no
no
yes
no
[70-80)
13
34
0
12
0
0
0
Other
Other
Respiratory
Circulatory
no
no
no
yes
no
[60-70)
6
46
2
23
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[70-80)
6
46
1
25
1
4
4
Other
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
8
17
0
10
0
2
0
Cardiology
Circulatory
Injury
Other
no
no
no
yes
no
[70-80)
3
2
1
21
0
0
0
Missing
Musculoskeletal
Injury
Other
no
no
no
no
no
[80-90)
4
44
0
12
0
0
0
Missing
Injury
Injury
Other
no
no
yes
yes
yes
[70-80)
2
31
0
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
2
24
3
17
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
4
72
3
21
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
6
49
2
11
0
0
0
InternalMedicine
Other
Injury
Diabetes
no
no
yes
yes
no
[70-80)
2
45
0
7
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[50-60)
4
60
0
11
0
5
0
InternalMedicine
Other
Other
Diabetes
no
no
no
no
yes
[60-70)
2
38
0
11
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
high
no
no
no
[50-60)
10
51
1
22
5
3
1
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
6
65
0
20
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
yes
no
[60-70)
7
21
6
39
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[80-90)
4
9
0
17
0
0
2
Surgery
Other
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
36
0
12
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[60-70)
1
48
0
1
0
2
1
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[70-80)
6
23
6
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
7
26
5
16
0
0
0
Cardiology
Diabetes
Other
Other
no
no
no
yes
no
[80-90)
3
27
1
19
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
no
yes
yes
[50-60)
3
39
0
5
0
1
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
no
[40-50)
13
48
3
22
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
5
62
0
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[50-60)
3
34
3
6
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
no
[60-70)
3
22
2
21
0
1
0
Missing
Injury
Other
Diabetes
no
no
no
yes
yes
[70-80)
7
65
0
13
2
2
1
Missing
Other
Other
Circulatory
no
no
no
no
no
[70-80)
2
1
0
8
0
0
0
Missing
Other
Musculoskeletal
Musculoskeletal
no
no
yes
yes
no
[60-70)
4
53
0
10
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[70-80)
2
14
0
10
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
3
42
0
15
0
1
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
no
[70-80)
2
28
0
15
3
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[40-50)
3
52
3
17
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
no
[80-90)
3
40
0
5
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
no
yes
no
[50-60)
1
32
0
9
0
2
1
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
8
35
0
22
0
2
1
InternalMedicine
Circulatory
Other
Other
no
no
no
yes
no
[50-60)
9
13
0
7
0
2
0
Other
Other
Circulatory
Respiratory
no
no
yes
yes
no
[80-90)
5
65
6
22
1
0
1
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
2
17
2
12
4
0
2
Family/GeneralPractice
Circulatory
Other
Other
high
no
yes
yes
yes
[40-50)
1
48
0
7
0
0
0
Other
Other
Circulatory
Other
no
no
no
no
no
[80-90)
2
45
2
16
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
3
48
1
15
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
20
0
12
0
0
0
Other
Other
Diabetes
Circulatory
high
no
yes
yes
no
[70-80)
4
3
0
8
0
0
0
Emergency/Trauma
Diabetes
Other
Digestive
no
no
yes
yes
yes
[50-60)
2
38
1
29
0
0
0
Other
Injury
Circulatory
Other
no
no
no
yes
no
[70-80)
8
65
5
29
0
0
0
Other
Circulatory
Respiratory
Circulatory
no
high
no
yes
no
[70-80)
10
69
1
15
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
3
45
1
11
0
1
0
Other
Digestive
Digestive
Other
no
no
no
yes
no
[80-90)
7
83
0
22
0
0
0
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
no
[80-90)
4
28
1
19
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
4
10
6
21
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
9
53
2
33
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[70-80)
1
12
4
15
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
4
18
1
19
0
0
0
Other
Injury
Circulatory
Musculoskeletal
no
no
yes
yes
no
[60-70)
3
44
2
11
0
0
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
no
no
yes
[70-80)
14
77
4
21
0
2
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
yes
yes
yes
[40-50)
6
60
0
30
0
0
0
Cardiology
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
6
55
6
19
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
5
8
0
13
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[40-50)
4
29
4
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
5
80
0
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
9
66
1
19
0
0
0
Missing
Other
Other
Diabetes
no
normal
yes
yes
yes
[50-60)
4
35
6
24
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
5
47
0
4
3
1
2
Missing
Other
Circulatory
Other
no
high
no
no
yes
[40-50)
5
45
4
17
0
0
0
Emergency/Trauma
Digestive
Digestive
Diabetes
no
high
yes
yes
no
[50-60)
4
44
2
19
0
2
0
Family/GeneralPractice
Other
Other
Digestive
no
no
yes
yes
yes
[40-50)
2
2
0
4
0
1
1
Missing
Digestive
Circulatory
Other
no
no
no
no
yes
[40-50)
6
60
2
25
0
1
0
Emergency/Trauma
Diabetes
Other
Other
no
high
yes
yes
yes
[60-70)
5
61
1
24
2
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[40-50)
2
37
1
20
0
0
0
Missing
Musculoskeletal
Diabetes
Missing
no
no
yes
yes
no
[70-80)
4
70
1
12
0
0
0
Other
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
5
24
0
17
6
0
0
Missing
Respiratory
Circulatory
Circulatory
high
no
yes
yes
yes
[80-90)
10
71
0
22
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
normal
no
yes
yes
[70-80)
3
33
0
7
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[70-80)
2
36
0
12
0
0
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
yes
[50-60)
3
27
1
25
0
0
0
Other
Musculoskeletal
Respiratory
Circulatory
no
no
no
yes
no
[50-60)
1
29
6
8
0
1
0
Other
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
7
53
1
14
1
1
1
InternalMedicine
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
10
44
3
5
0
0
0
Missing
Diabetes
Musculoskeletal
Musculoskeletal
no
no
no
yes
yes
[60-70)
4
28
5
14
0
0
0
Cardiology
Digestive
Digestive
Circulatory
no
no
no
no
no
[70-80)
7
47
2
24
0
0
0
Missing
Other
Injury
Other
no
no
no
no
no
[60-70)
9
49
1
34
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
4
45
3
28
1
1
1
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
59
0
14
0
0
0
Missing
Other
Digestive
Other
no
high
yes
yes
no