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
[40-50)
3
61
0
20
1
4
1
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[60-70)
4
61
0
9
0
0
0
InternalMedicine
Other
Musculoskeletal
Diabetes
normal
no
no
yes
yes
[70-80)
1
52
0
13
1
5
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
10
69
1
37
2
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[80-90)
6
12
1
21
0
1
0
Family/GeneralPractice
Respiratory
Other
Other
high
no
no
yes
no
[80-90)
6
58
2
12
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[70-80)
7
30
2
36
0
0
0
Surgery
Circulatory
Injury
Other
no
no
yes
yes
no
[70-80)
5
53
0
8
1
3
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
44
3
20
0
0
0
Other
Musculoskeletal
Injury
Other
no
no
no
no
no
[60-70)
2
51
6
18
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
4
47
0
22
2
2
1
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[40-50)
2
37
0
13
0
0
2
InternalMedicine
Digestive
Other
Diabetes
no
no
no
yes
no
[50-60)
3
63
0
8
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
high
no
no
no
[50-60)
3
9
3
13
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[80-90)
4
56
0
9
0
0
0
Missing
Circulatory
Other
Musculoskeletal
no
no
no
no
no
[70-80)
12
69
2
31
0
0
0
Missing
Other
Other
Injury
no
high
no
yes
no
[70-80)
5
44
0
10
0
0
0
Other
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
9
54
0
11
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
1
35
0
5
0
0
0
InternalMedicine
Diabetes
Circulatory
Missing
no
no
no
no
yes
[80-90)
1
2
2
8
0
0
0
Other
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
3
23
0
19
0
0
0
Missing
Respiratory
Respiratory
Circulatory
normal
no
yes
yes
yes
[40-50)
2
24
2
24
0
0
0
Missing
Respiratory
Respiratory
Respiratory
high
no
yes
yes
yes
[70-80)
9
42
4
14
0
0
0
Surgery
Diabetes
Other
Other
no
no
no
yes
yes
[50-60)
4
71
1
18
0
1
0
Missing
Circulatory
Other
Respiratory
no
no
yes
yes
no
[80-90)
7
60
0
21
0
1
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
4
42
6
25
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
3
52
0
21
0
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
high
yes
yes
yes
[70-80)
1
40
0
14
0
2
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
7
18
1
41
3
0
0
Other
Musculoskeletal
Injury
Digestive
high
no
yes
yes
no
[60-70)
1
28
1
24
0
4
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
2
32
3
17
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
4
1
18
1
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
no
no
no
[70-80)
5
35
3
6
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Diabetes
no
no
no
yes
yes
[90-100)
7
43
1
15
0
2
1
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
40
4
23
2
0
0
Other
Other
Musculoskeletal
Diabetes
no
no
yes
yes
yes
[70-80)
4
35
2
24
0
0
0
Surgery
Circulatory
Other
Circulatory
normal
no
no
no
yes
[50-60)
6
2
3
13
0
0
0
InternalMedicine
Digestive
Other
Circulatory
no
no
no
no
no
[40-50)
2
1
0
4
0
0
1
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
6
72
0
29
0
1
0
Emergency/Trauma
Respiratory
Other
Diabetes
no
normal
yes
yes
yes
[60-70)
1
37
2
19
3
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
6
69
6
39
0
0
0
Surgery
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
6
78
0
10
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[80-90)
2
53
0
7
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[60-70)
2
26
1
17
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[60-70)
6
48
2
12
0
1
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
2
60
0
13
0
1
0
InternalMedicine
Other
Respiratory
Circulatory
no
no
no
no
no
[60-70)
2
16
0
13
6
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[70-80)
3
26
1
3
0
1
0
Family/GeneralPractice
Other
Other
Other
high
no
yes
yes
no
[50-60)
4
55
2
18
0
0
1
Missing
Other
Other
Digestive
no
no
no
yes
yes
[70-80)
3
61
0
12
0
2
0
InternalMedicine
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
1
32
6
15
0
0
0
Other
Circulatory
Other
Circulatory
no
no
no
yes
yes
[90-100)
3
38
1
7
0
0
0
InternalMedicine
Respiratory
Respiratory
Other
no
no
no
yes
no
[70-80)
4
37
1
21
0
2
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[70-80)
6
74
1
15
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
8
57
3
10
0
1
0
InternalMedicine
Other
Diabetes
Injury
no
high
yes
yes
no
[60-70)
1
30
6
29
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
62
0
12
0
0
0
Emergency/Trauma
Circulatory
Musculoskeletal
Other
no
high
yes
yes
no
[70-80)
1
18
1
14
0
0
1
Missing
Respiratory
Other
Circulatory
normal
no
no
yes
no
[50-60)
4
36
1
16
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
6
58
4
27
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Respiratory
no
high
yes
yes
no
[60-70)
1
31
0
5
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[80-90)
1
21
3
9
0
0
0
Cardiology
Circulatory
Circulatory
Injury
no
no
yes
yes
no
[70-80)
2
10
1
15
1
1
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[80-90)
3
38
1
25
0
0
0
InternalMedicine
Diabetes
Circulatory
Other
no
no
yes
yes
no
[40-50)
2
26
1
11
0
0
0
Other
Other
Circulatory
Diabetes
normal
no
yes
yes
no
[60-70)
5
64
0
17
0
2
2
Missing
Other
Other
Circulatory
no
no
no
yes
no
[40-50)
1
31
5
4
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
5
62
2
26
0
1
0
Missing
Other
Other
Other
no
high
yes
yes
yes
[60-70)
4
33
3
37
0
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
no
[60-70)
4
65
0
17
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
no
[50-60)
2
42
4
24
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
no
no
[60-70)
2
71
0
20
6
3
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
yes
[60-70)
3
55
1
24
1
0
0
Missing
Digestive
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
5
41
1
12
0
2
0
Missing
Injury
Respiratory
Other
no
no
yes
yes
no
[70-80)
5
81
2
18
0
0
0
Missing
Digestive
Other
Diabetes
no
normal
no
no
no
[40-50)
3
87
0
12
5
2
2
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
2
64
0
5
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[70-80)
7
2
1
14
1
1
0
Other
Other
Other
Other
no
no
yes
yes
no
[80-90)
6
31
1
8
0
0
0
InternalMedicine
Other
Injury
Injury
no
no
no
no
no
[40-50)
3
52
1
9
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
7
57
1
17
12
6
2
Missing
Other
Respiratory
Other
no
no
no
yes
yes
[70-80)
5
28
1
18
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
2
61
2
10
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
normal
no
yes
no
[70-80)
1
41
0
12
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[40-50)
1
18
0
12
1
1
0
Family/GeneralPractice
Diabetes
Other
Other
high
no
no
yes
no
[50-60)
1
79
0
1
0
0
1
Missing
Other
Other
Other
no
high
no
no
no
[50-60)
2
65
0
11
0
2
0
InternalMedicine
Circulatory
Diabetes
Other
normal
no
no
yes
yes
[50-60)
1
19
0
17
0
0
1
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[40-50)
5
37
0
10
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
no
no
no
[70-80)
10
79
1
25
3
4
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[70-80)
2
52
0
14
0
0
0
InternalMedicine
Diabetes
Respiratory
Other
no
no
no
yes
yes
[80-90)
1
37
0
13
0
0
0
Cardiology
Diabetes
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
14
62
3
21
0
0
0
InternalMedicine
Other
Other
Other
no
high
yes
yes
no
[90-100)
1
39
0
10
0
0
0
Missing
Respiratory
Other
Other
no
normal
yes
yes
no
[40-50)
4
42
0
11
0
5
0
InternalMedicine
Digestive
Diabetes
Digestive
no
no
no
no
yes
[80-90)
1
28
2
9
0
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
3
27
0
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
5
41
5
15
4
3
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
2
36
0
8
0
0
1
InternalMedicine
Other
Circulatory
Digestive
no
no
yes
yes
no
[70-80)
7
60
6
56
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no