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
12
2
7
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
no
no
no
[80-90)
1
10
0
9
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
4
57
2
13
0
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
no
[60-70)
2
56
0
7
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[50-60)
9
49
2
38
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
4
72
0
8
0
0
0
Missing
Musculoskeletal
Respiratory
Other
no
no
no
no
yes
[40-50)
2
68
3
13
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
high
no
yes
no
[60-70)
10
56
2
38
1
0
0
Cardiology
Circulatory
Injury
Circulatory
no
no
yes
yes
yes
[70-80)
8
24
4
31
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
5
47
0
10
0
1
0
Emergency/Trauma
Musculoskeletal
Respiratory
Diabetes
no
high
no
no
no
[60-70)
3
42
1
28
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
no
yes
no
[70-80)
5
50
6
15
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
no
no
no
[50-60)
3
56
0
16
0
0
0
Missing
Other
Circulatory
Other
no
normal
no
no
no
[70-80)
2
40
0
10
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
no
[70-80)
3
45
2
18
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
2
14
1
16
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
6
50
0
20
0
5
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
10
57
0
16
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
yes
yes
[70-80)
5
36
6
35
0
2
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[50-60)
1
32
6
12
1
0
0
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
3
23
0
15
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
no
[50-60)
9
41
0
22
0
1
0
Other
Other
Diabetes
Other
no
high
yes
yes
yes
[60-70)
6
54
0
24
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
4
35
0
15
1
1
0
Missing
Respiratory
Other
Respiratory
no
no
yes
yes
yes
[80-90)
5
49
0
27
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
high
yes
yes
no
[80-90)
9
38
1
20
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
8
87
2
25
0
0
0
InternalMedicine
Respiratory
Other
Other
no
normal
yes
yes
no
[60-70)
2
21
0
10
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[80-90)
6
66
0
14
0
1
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[40-50)
4
63
0
14
0
2
0
Family/GeneralPractice
Injury
Other
Other
no
no
no
no
no
[70-80)
4
63
0
14
0
2
0
Other
Other
Other
Diabetes
no
normal
no
yes
yes
[80-90)
3
34
0
10
0
0
0
Missing
Respiratory
Diabetes
Musculoskeletal
no
no
no
no
yes
[80-90)
4
65
1
26
0
2
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
8
50
0
14
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
high
yes
yes
no
[60-70)
5
29
0
8
0
0
0
Missing
Circulatory
Other
Respiratory
no
no
no
no
yes
[70-80)
2
60
0
12
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
1
21
0
4
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
no
[50-60)
2
24
0
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
5
20
0
17
0
4
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[70-80)
3
22
2
11
0
0
0
Surgery
Digestive
Diabetes
Missing
normal
no
no
no
no
[60-70)
5
53
0
14
0
0
0
Missing
Injury
Injury
Other
no
no
no
yes
yes
[60-70)
14
66
3
30
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
high
yes
yes
yes
[40-50)
1
43
0
13
0
1
0
Missing
Other
Respiratory
Other
no
no
no
no
no
[70-80)
8
67
1
17
0
1
1
Missing
Other
Other
Respiratory
no
no
yes
yes
yes
[70-80)
3
38
3
14
5
2
3
Family/GeneralPractice
Other
Other
Other
no
no
no
no
yes
[70-80)
3
21
1
14
0
1
0
Missing
Other
Other
Other
no
no
no
yes
no
[50-60)
4
56
0
9
0
0
0
InternalMedicine
Digestive
Diabetes
Missing
no
no
no
yes
no
[80-90)
3
40
1
16
0
0
0
Other
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
6
44
3
7
0
1
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[60-70)
4
74
0
15
0
2
3
Missing
Respiratory
Other
Circulatory
no
no
no
no
yes
[60-70)
1
32
6
5
0
0
0
Other
Circulatory
Circulatory
Injury
no
no
no
yes
yes
[80-90)
9
43
0
18
0
3
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
7
63
0
19
0
1
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[60-70)
2
50
1
35
1
2
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
7
54
6
55
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
4
45
0
5
2
0
2
Missing
Other
Other
Circulatory
no
high
no
no
yes
[90-100)
6
14
2
8
0
0
0
Emergency/Trauma
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
4
18
0
16
0
0
0
Missing
Other
Other
Other
normal
no
yes
yes
no
[80-90)
3
46
0
13
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
yes
[70-80)
3
28
0
7
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
1
43
0
4
0
0
0
InternalMedicine
Other
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
4
30
0
8
0
0
1
InternalMedicine
Injury
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
11
65
1
20
0
2
0
Other
Other
Other
Other
no
no
no
yes
no
[50-60)
4
40
0
18
0
1
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
2
46
3
24
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
normal
no
no
no
no
[70-80)
1
25
1
1
1
5
0
Missing
Diabetes
Other
Other
no
no
no
no
yes
[40-50)
2
29
0
6
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
yes
[40-50)
1
50
0
5
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[60-70)
1
53
0
10
0
0
0
Emergency/Trauma
Other
Other
Respiratory
no
no
no
yes
yes
[60-70)
2
55
0
12
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
7
77
0
16
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
5
66
2
17
0
0
0
Missing
Circulatory
Digestive
Other
no
normal
yes
yes
no
[70-80)
1
43
0
5
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
8
1
0
25
0
9
2
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
4
22
0
14
0
3
1
Emergency/Trauma
Other
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
2
27
1
11
1
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
3
40
0
9
0
1
0
Missing
Other
Circulatory
Respiratory
no
no
no
yes
no
[50-60)
3
15
1
18
1
0
0
Family/GeneralPractice
Other
Other
Other
high
no
yes
yes
yes
[40-50)
2
64
0
9
0
2
0
Emergency/Trauma
Diabetes
Other
Circulatory
no
no
yes
yes
no
[60-70)
6
21
6
14
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[90-100)
2
22
0
3
3
0
0
Surgery
Digestive
Diabetes
Other
high
no
no
no
no
[50-60)
4
45
0
16
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[90-100)
9
50
0
17
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
2
43
0
8
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Circulatory
no
high
no
yes
yes
[70-80)
8
36
0
19
4
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[90-100)
9
73
1
23
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
7
73
3
29
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
56
0
16
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
high
no
no
no
[70-80)
6
49
5
43
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
4
54
0
18
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[40-50)
3
37
0
11
1
3
2
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[90-100)
4
28
0
11
0
2
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[80-90)
1
37
6
8
0
1
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
no
no
[40-50)
2
30
0
11
0
0
0
Missing
Digestive
Respiratory
Diabetes
no
no
no
yes
no
[80-90)
2
62
0
9
0
1
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
no
yes
yes
[60-70)
4
72
1
22
0
1
0
Emergency/Trauma
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
3
1
2
7
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
3
34
2
16
0
0
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[90-100)
2
11
0
20
0
0
0
Missing
Circulatory
Circulatory
Circulatory
normal
no
no
no
no
[80-90)
4
49
3
10
0
0
0
Emergency/Trauma
Digestive
Digestive
Digestive
no
no
yes
yes
no