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)
1
34
6
9
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
4
39
5
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[50-60)
4
52
0
14
0
0
0
InternalMedicine
Diabetes
Respiratory
Circulatory
no
high
no
yes
no
[50-60)
3
18
1
20
6
3
1
Surgery
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
4
27
0
16
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
normal
no
no
yes
yes
[50-60)
3
39
1
12
5
2
1
Missing
Other
Musculoskeletal
Musculoskeletal
no
no
no
no
no
[70-80)
14
73
6
47
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
yes
yes
yes
[50-60)
3
2
3
8
1
0
0
Missing
Diabetes
Other
Other
no
no
no
no
no
[40-50)
7
26
0
8
0
0
0
Missing
Diabetes
Other
Other
high
no
yes
yes
yes
[50-60)
4
9
5
7
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
1
35
3
10
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
1
43
0
11
0
1
0
Surgery
Respiratory
Other
Other
no
no
no
yes
yes
[40-50)
1
21
4
8
0
2
0
InternalMedicine
Injury
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
6
30
1
15
0
0
0
Missing
Respiratory
Other
Other
no
no
no
no
no
[80-90)
4
48
0
13
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
51
0
17
0
1
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
4
62
6
12
3
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
1
36
2
11
0
1
0
Missing
Injury
Circulatory
Injury
no
no
yes
yes
no
[80-90)
4
54
0
28
0
0
0
Missing
Injury
Other
Other
no
normal
yes
yes
no
[90-100)
2
46
0
8
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
no
high
yes
yes
no
[60-70)
2
33
1
19
0
4
0
Other
Other
Other
Diabetes
no
no
no
yes
yes
[50-60)
1
47
0
8
0
0
0
Cardiology
Respiratory
Diabetes
Circulatory
no
no
no
no
no
[80-90)
14
31
0
25
0
3
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
6
31
0
25
18
0
0
Cardiology
Circulatory
Respiratory
Other
no
no
no
no
no
[60-70)
10
77
0
28
0
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[50-60)
2
13
3
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
5
64
2
18
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
no
[80-90)
3
37
0
10
0
0
0
Other
Circulatory
Other
Other
no
no
no
yes
no
[50-60)
3
53
3
10
1
0
0
Surgery
Digestive
Digestive
Digestive
no
no
yes
yes
no
[60-70)
1
59
0
10
0
0
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
39
2
19
1
3
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
7
46
0
17
0
5
1
Family/GeneralPractice
Diabetes
Other
Other
no
high
yes
yes
yes
[60-70)
3
51
1
9
5
0
0
Missing
Other
Digestive
Respiratory
no
no
no
no
no
[60-70)
1
2
3
14
0
0
0
Emergency/Trauma
Circulatory
Other
Other
no
no
no
no
no
[50-60)
3
47
6
11
0
0
0
Missing
Circulatory
Other
Diabetes
no
high
no
no
yes
[90-100)
8
18
1
19
0
1
0
Family/GeneralPractice
Musculoskeletal
Circulatory
Respiratory
normal
no
no
no
no
[70-80)
1
43
0
9
0
0
0
Missing
Injury
Injury
Other
no
no
yes
yes
yes
[40-50)
2
37
0
16
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
5
19
3
20
3
0
0
Surgery
Circulatory
Diabetes
Other
normal
no
yes
yes
no
[70-80)
2
64
1
22
0
0
0
Other
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
no
no
[60-70)
4
73
1
20
0
1
0
Cardiology
Circulatory
Other
Respiratory
no
no
yes
yes
yes
[80-90)
4
35
1
7
2
0
0
Missing
Other
Musculoskeletal
Diabetes
no
no
no
yes
yes
[60-70)
3
77
0
16
3
0
1
Missing
Other
Diabetes
Circulatory
no
high
yes
yes
yes
[80-90)
6
18
1
29
0
0
0
Missing
Other
Circulatory
Other
high
no
yes
yes
no
[40-50)
3
7
3
14
1
0
0
Missing
Other
Injury
Other
no
no
yes
yes
no
[60-70)
7
47
0
17
0
3
0
InternalMedicine
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
1
51
6
12
1
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
yes
[90-100)
1
31
0
7
0
0
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
13
94
0
36
0
0
0
InternalMedicine
Digestive
Digestive
Other
no
no
yes
yes
no
[80-90)
2
42
1
23
1
0
0
Missing
Other
Respiratory
Digestive
no
no
no
no
yes
[80-90)
3
27
0
9
0
1
0
Missing
Other
Musculoskeletal
Other
no
no
no
no
yes
[70-80)
1
33
4
16
0
1
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[90-100)
4
68
0
16
1
3
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
2
52
3
20
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
6
61
1
15
0
2
3
Emergency/Trauma
Other
Respiratory
Digestive
no
no
no
yes
yes
[80-90)
1
27
1
6
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
yes
[60-70)
3
36
1
14
0
2
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
no
yes
yes
[70-80)
2
46
1
8
3
5
2
Missing
Circulatory
Other
Other
no
no
no
no
yes
[60-70)
4
49
6
24
1
0
1
Missing
Circulatory
Respiratory
Circulatory
no
high
no
yes
yes
[80-90)
1
35
0
13
1
0
0
Cardiology
Respiratory
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
33
0
7
0
1
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[60-70)
6
72
1
18
0
0
0
InternalMedicine
Injury
Circulatory
Other
no
high
yes
yes
no
[80-90)
2
37
1
15
0
1
1
InternalMedicine
Injury
Injury
Injury
no
no
no
yes
yes
[60-70)
6
67
5
21
0
1
0
InternalMedicine
Digestive
Other
Other
no
high
no
yes
no
[50-60)
8
59
1
25
0
1
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
yes
[40-50)
5
44
0
20
0
2
0
Other
Digestive
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
4
2
0
12
0
1
0
Surgery
Digestive
Other
Diabetes
no
no
yes
yes
no
[40-50)
7
59
0
16
2
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
6
55
1
15
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[70-80)
2
32
0
12
11
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
1
38
1
6
0
0
0
Missing
Injury
Injury
Other
no
no
no
no
no
[70-80)
1
59
0
4
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[60-70)
4
47
1
14
0
0
0
Other
Musculoskeletal
Diabetes
Diabetes
no
high
no
no
no
[70-80)
2
40
0
9
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
46
2
18
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
yes
[80-90)
4
51
0
8
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[60-70)
5
63
0
13
0
0
0
Missing
Circulatory
Other
Circulatory
no
normal
no
yes
yes
[70-80)
3
62
5
14
0
0
0
InternalMedicine
Other
Other
Digestive
no
no
no
no
no
[50-60)
1
3
2
13
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
no
no
[50-60)
3
22
0
8
0
1
0
InternalMedicine
Circulatory
Diabetes
Other
no
high
yes
yes
no
[70-80)
4
9
0
18
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
yes
[60-70)
1
33
0
8
0
0
0
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[80-90)
3
41
1
18
0
1
0
Other
Circulatory
Respiratory
Other
no
no
no
no
yes
[90-100)
5
1
0
7
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Other
no
no
yes
yes
no
[80-90)
1
37
0
6
0
0
0
Other
Other
Other
Circulatory
no
no
yes
yes
yes
[40-50)
5
55
5
49
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
no
no
no
[50-60)
3
17
0
8
2
1
0
Missing
Injury
Circulatory
Other
normal
no
no
no
no
[60-70)
1
38
1
21
0
0
0
Other
Other
Other
Respiratory
no
no
yes
yes
no
[70-80)
3
27
0
18
0
1
0
Other
Injury
Respiratory
Injury
no
no
yes
yes
yes
[70-80)
2
42
6
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
7
83
0
9
4
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
5
64
0
26
0
3
0
Missing
Other
Digestive
Respiratory
no
no
no
yes
yes
[60-70)
7
46
3
32
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
10
50
4
30
0
0
0
Missing
Digestive
Circulatory
Respiratory
no
no
no
no
no
[50-60)
14
33
0
9
2
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[60-70)
2
28
1
12
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[70-80)
6
40
3
12
0
0
0
InternalMedicine
Injury
Other
Diabetes
no
no
no
no
no
[70-80)
8
40
0
16
0
1
0
Missing
Other
Respiratory
Diabetes
no
high
yes
yes
no
[60-70)
3
34
1
27
1
3
1
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
1
35
0
9
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes