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
10
2
14
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Respiratory
no
no
no
no
no
[50-60)
2
58
0
9
0
0
0
Missing
Other
Other
Other
no
normal
no
yes
no
[70-80)
3
26
3
23
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[40-50)
4
45
0
6
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
2
17
0
8
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
5
40
4
14
0
0
0
InternalMedicine
Other
Other
Injury
no
no
no
yes
yes
[40-50)
13
61
6
21
0
2
0
Other
Musculoskeletal
Musculoskeletal
Injury
no
normal
no
yes
yes
[80-90)
2
30
0
8
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
no
yes
yes
[80-90)
6
79
0
18
1
0
0
Missing
Respiratory
Other
Other
no
high
yes
yes
no
[70-80)
4
27
0
16
0
0
0
Cardiology
Respiratory
Respiratory
Circulatory
high
no
yes
yes
yes
[80-90)
3
31
6
11
3
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
6
14
0
5
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[60-70)
4
1
0
8
0
3
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
no
[70-80)
3
66
5
12
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
6
1
0
12
0
0
0
Surgery
Other
Diabetes
Other
no
no
yes
yes
no
[80-90)
4
24
0
17
2
2
2
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
normal
no
yes
yes
yes
[40-50)
10
68
0
17
0
1
1
Missing
Other
Other
Other
no
high
yes
yes
yes
[40-50)
1
32
0
8
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
6
38
1
14
0
1
1
Other
Other
Other
Other
no
no
yes
yes
no
[50-60)
4
38
0
6
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
yes
yes
no
[50-60)
4
26
0
13
0
0
0
Missing
Digestive
Other
Respiratory
no
no
no
yes
yes
[50-60)
1
1
1
15
0
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[70-80)
12
70
6
43
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
8
9
3
14
0
3
3
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
7
58
0
8
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
no
no
yes
[70-80)
2
21
2
13
1
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[80-90)
3
55
0
14
0
1
0
Emergency/Trauma
Other
Circulatory
Musculoskeletal
no
no
no
no
yes
[60-70)
1
26
3
16
0
0
0
Cardiology
Respiratory
Musculoskeletal
Diabetes
no
no
no
no
yes
[70-80)
5
15
1
18
3
0
1
Missing
Diabetes
Other
Other
high
no
yes
yes
no
[80-90)
10
60
0
13
0
0
0
Cardiology
Circulatory
Other
Other
no
no
no
yes
no
[60-70)
2
64
0
4
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
1
5
0
10
0
0
0
Emergency/Trauma
Other
Diabetes
Other
no
high
yes
yes
no
[70-80)
1
34
0
10
0
5
0
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
4
52
0
23
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
no
yes
yes
[50-60)
3
61
0
20
1
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
10
39
1
24
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
3
40
0
15
0
0
0
Missing
Digestive
Other
Digestive
no
no
no
yes
yes
[50-60)
9
63
5
24
0
1
0
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
3
40
0
10
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
2
27
0
13
0
1
0
Missing
Other
Digestive
Digestive
no
no
yes
yes
yes
[60-70)
4
56
3
35
1
0
0
Surgery
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[50-60)
2
46
6
15
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
2
43
0
11
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
2
48
0
13
0
0
1
InternalMedicine
Injury
Other
Other
no
no
yes
yes
no
[80-90)
4
51
6
31
0
1
2
InternalMedicine
Circulatory
Circulatory
Other
no
normal
yes
yes
no
[70-80)
5
50
1
22
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
2
49
4
20
0
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
4
63
0
14
1
0
1
Missing
Digestive
Other
Circulatory
no
no
no
no
no
[40-50)
1
12
0
10
0
1
0
Family/GeneralPractice
Respiratory
Other
Other
high
no
no
no
no
[60-70)
2
41
0
24
1
1
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
3
31
0
17
0
0
0
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
no
yes
no
[80-90)
2
34
0
4
0
0
0
InternalMedicine
Musculoskeletal
Other
Other
no
no
no
no
no
[70-80)
2
52
3
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
3
65
0
21
10
0
1
Missing
Digestive
Other
Other
no
no
yes
yes
no
[60-70)
1
32
2
31
6
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
3
52
0
11
0
0
0
InternalMedicine
Injury
Other
Circulatory
no
no
no
no
no
[80-90)
4
24
2
18
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
yes
[80-90)
4
9
2
15
0
1
0
Other
Injury
Other
Diabetes
normal
no
no
yes
yes
[60-70)
8
63
0
13
0
0
0
Missing
Circulatory
Diabetes
Other
no
high
no
yes
yes
[70-80)
2
19
1
7
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
1
54
1
12
0
0
0
Surgery
Musculoskeletal
Circulatory
Digestive
no
high
yes
yes
no
[60-70)
1
27
2
8
0
5
0
Other
Injury
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
3
37
1
19
0
0
0
Emergency/Trauma
Digestive
Other
Other
no
no
yes
yes
yes
[60-70)
3
45
0
16
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
14
78
6
43
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
43
1
11
0
1
1
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
6
59
0
15
1
0
0
Missing
Circulatory
Other
Diabetes
no
high
yes
yes
yes
[50-60)
9
42
3
7
0
1
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
yes
yes
no
[90-100)
5
38
2
14
0
0
0
Family/GeneralPractice
Other
Digestive
Other
no
no
no
no
yes
[60-70)
8
29
6
18
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
1
3
0
15
0
0
0
InternalMedicine
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[80-90)
4
52
0
13
4
2
0
Missing
Other
Circulatory
Other
no
no
no
no
yes
[80-90)
11
77
2
36
0
2
0
Missing
Digestive
Circulatory
Respiratory
no
no
no
yes
yes
[50-60)
1
4
0
8
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
5
52
1
21
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
no
[50-60)
1
47
1
11
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
1
9
0
4
0
0
0
Other
Respiratory
Other
Circulatory
no
no
no
no
no
[70-80)
2
40
0
15
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
5
60
2
15
0
0
0
Missing
Injury
Other
Diabetes
no
high
no
no
no
[50-60)
2
20
4
17
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[40-50)
1
10
1
20
0
0
0
Other
Other
Other
Other
no
no
yes
yes
no
[70-80)
2
1
0
6
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
no
[80-90)
4
39
0
12
2
0
0
Missing
Injury
Other
Other
no
no
no
no
yes
[50-60)
1
36
1
21
0
0
0
Surgery
Musculoskeletal
Diabetes
Other
no
no
yes
yes
yes
[70-80)
1
40
0
8
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[80-90)
6
60
0
12
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[50-60)
2
72
0
17
0
0
0
Cardiology
Other
Other
Circulatory
no
no
no
no
yes
[60-70)
2
35
1
7
1
1
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
no
[70-80)
6
17
0
17
2
0
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
high
no
yes
yes
no
[40-50)
2
6
3
16
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
yes
yes
no
[80-90)
12
69
1
23
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
2
44
0
10
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
no
no
[70-80)
1
28
0
8
0
1
0
Missing
Other
Digestive
Other
no
no
no
no
no
[80-90)
4
47
0
11
0
2
1
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
6
44
1
21
0
1
1
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
45
0
8
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
high
no
yes
yes
[40-50)
12
76
1
22
2
0
1
Missing
Other
Other
Digestive
no
no
yes
yes
no
[60-70)
5
45
2
33
1
1
0
Surgery
Circulatory
Other
Respiratory
no
normal
yes
yes
yes
[50-60)
1
36
1
19
1
5
0
Other
Circulatory
Other
Circulatory
no
no
no
yes
yes
[40-50)
14
51
6
24
0
0
0
InternalMedicine
Circulatory
Injury
Circulatory
no
no
yes
yes
no