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
[60-70)
1
47
0
9
0
0
0
InternalMedicine
Respiratory
Respiratory
Other
no
no
no
yes
no
[50-60)
11
28
2
34
1
1
2
InternalMedicine
Digestive
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
41
1
11
0
1
0
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[80-90)
5
66
0
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
9
72
2
31
2
2
0
Missing
Injury
Other
Diabetes
no
no
no
yes
yes
[60-70)
4
48
0
12
0
4
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[60-70)
3
23
1
17
0
0
0
Missing
Digestive
Digestive
Other
normal
no
no
no
no
[60-70)
2
38
0
10
0
2
0
Missing
Circulatory
Diabetes
Other
no
no
no
no
yes
[50-60)
2
39
0
3
0
0
1
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
2
39
0
12
0
2
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
6
79
0
25
0
1
1
Emergency/Trauma
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
4
42
0
11
1
1
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
yes
[50-60)
1
32
0
5
0
0
0
Other
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
7
40
3
14
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[80-90)
5
72
1
14
0
0
0
InternalMedicine
Digestive
Digestive
Other
no
no
no
yes
no
[50-60)
3
45
0
13
0
1
2
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
yes
yes
no
[80-90)
8
1
2
11
0
1
0
Missing
Other
Diabetes
Respiratory
no
no
yes
yes
yes
[50-60)
6
52
6
40
1
2
0
Family/GeneralPractice
Injury
Other
Injury
no
no
yes
yes
no
[50-60)
10
66
2
21
0
2
0
Surgery
Digestive
Respiratory
Other
no
normal
no
yes
yes
[70-80)
7
43
3
14
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
yes
[60-70)
5
35
0
14
1
2
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[70-80)
1
12
2
10
0
0
0
Other
Missing
Diabetes
Circulatory
no
no
no
yes
yes
[40-50)
2
52
3
16
0
0
0
InternalMedicine
Circulatory
Respiratory
Digestive
no
high
yes
yes
no
[50-60)
1
36
0
10
0
2
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
3
41
1
13
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
3
43
1
20
1
1
1
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[70-80)
2
58
6
20
3
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[80-90)
3
45
1
13
0
1
0
Missing
Respiratory
Other
Respiratory
no
no
no
no
no
[60-70)
3
1
0
17
0
4
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
6
60
6
43
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
6
53
0
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
1
14
0
13
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
no
[50-60)
5
62
1
13
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
normal
yes
yes
no
[50-60)
2
38
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
2
39
0
13
0
0
0
Missing
Circulatory
Digestive
Circulatory
no
no
no
no
no
[80-90)
6
62
2
16
0
1
1
Surgery
Circulatory
Other
Diabetes
no
no
yes
yes
no
[90-100)
2
11
1
9
2
1
0
Missing
Diabetes
Other
Other
no
no
no
yes
yes
[40-50)
7
67
1
8
0
0
2
Other
Other
Other
Other
no
normal
yes
yes
no
[50-60)
6
65
5
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
5
51
0
14
0
0
1
Missing
Circulatory
Circulatory
Digestive
no
normal
no
no
yes
[60-70)
8
39
3
21
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
no
yes
no
[80-90)
4
35
0
13
0
1
2
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[40-50)
2
53
1
20
0
2
1
Emergency/Trauma
Digestive
Other
Digestive
no
no
yes
yes
yes
[50-60)
7
30
1
25
1
4
2
Missing
Respiratory
Other
Circulatory
no
no
no
yes
yes
[70-80)
2
59
4
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
48
0
17
2
1
1
Missing
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
3
69
0
10
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
no
yes
no
[60-70)
5
48
1
9
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
2
65
0
22
0
0
0
Missing
Respiratory
Digestive
Diabetes
no
no
no
yes
yes
[80-90)
1
37
1
4
0
1
0
InternalMedicine
Other
Respiratory
Other
no
no
yes
yes
no
[80-90)
2
17
0
17
0
4
1
Missing
Circulatory
Respiratory
Diabetes
normal
no
no
no
yes
[60-70)
3
77
3
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
normal
high
no
no
no
[80-90)
4
53
0
27
0
1
0
Missing
Other
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
3
57
0
16
2
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
2
41
0
10
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
3
46
0
14
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[40-50)
2
47
0
13
1
2
0
Missing
Respiratory
Other
Diabetes
no
high
no
yes
yes
[70-80)
5
54
0
10
0
0
0
InternalMedicine
Other
Diabetes
Respiratory
no
high
no
yes
yes
[80-90)
3
47
0
12
0
0
0
Missing
Other
Respiratory
Diabetes
no
no
no
no
no
[50-60)
4
1
1
20
1
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[50-60)
2
57
1
10
0
0
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
1
30
4
18
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
2
12
0
11
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
3
58
0
22
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
yes
yes
no
[90-100)
13
56
3
17
0
1
0
Other
Digestive
Digestive
Other
no
no
no
yes
no
[80-90)
3
50
1
10
0
0
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
no
yes
no
[80-90)
3
3
2
9
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
9
72
3
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
3
50
3
27
0
2
1
Missing
Injury
Musculoskeletal
Musculoskeletal
no
no
yes
yes
yes
[70-80)
2
30
0
11
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
yes
[70-80)
5
73
2
23
0
3
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
yes
no
[80-90)
2
49
0
6
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
normal
no
no
no
[40-50)
14
44
6
43
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
9
73
6
35
0
0
0
Emergency/Trauma
Circulatory
Injury
Diabetes
no
no
yes
yes
no
[70-80)
7
72
4
34
0
2
0
Surgery
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
6
36
0
10
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
1
27
6
15
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
5
68
5
25
2
0
0
Emergency/Trauma
Circulatory
Respiratory
Respiratory
no
high
yes
yes
no
[40-50)
2
10
0
8
0
0
0
Missing
Diabetes
Other
Digestive
no
no
no
yes
no
[80-90)
2
58
0
14
0
0
2
InternalMedicine
Circulatory
Circulatory
Circulatory
no
normal
no
yes
no
[70-80)
4
39
1
4
0
2
0
Missing
Diabetes
Other
Other
no
no
no
yes
yes
[80-90)
5
78
6
32
1
0
0
Emergency/Trauma
Other
Respiratory
Digestive
no
no
yes
yes
no
[50-60)
9
42
3
29
0
1
0
Missing
Diabetes
Musculoskeletal
Other
no
high
yes
yes
no
[60-70)
8
51
0
15
0
1
0
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
no
no
yes
yes
no
[70-80)
5
49
2
6
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
no
high
yes
yes
yes
[70-80)
6
44
5
17
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[50-60)
7
38
6
15
0
1
0
Missing
Other
Digestive
Other
no
no
no
yes
yes
[70-80)
11
72
6
29
1
2
0
Other
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
2
48
0
10
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
no
yes
[90-100)
7
49
1
18
0
0
0
Surgery
Circulatory
Other
Other
no
no
no
yes
no
[60-70)
1
35
1
17
0
0
0
Surgery
Musculoskeletal
Musculoskeletal
Circulatory
no
no
no
no
no
[70-80)
5
54
4
21
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
no
yes
no
[80-90)
1
34
0
9
0
2
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
yes
yes
[80-90)
6
63
1
8
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
high
no
yes
no
[80-90)
7
48
2
16
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
5
55
3
5
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
no
no
no
[70-80)
1
1
2
18
0
0
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
53
0
11
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
high
yes
yes
no
[50-60)
2
54
2
6
0
0
0
Missing
Circulatory
Circulatory
Musculoskeletal
no
no
no
yes
no
[60-70)
2
60
0
9
0
0
0
Missing
Other
Other
Other
no
normal
no
no
no