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)
5
41
2
7
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
no
[80-90)
4
53
0
10
0
0
0
Surgery
Digestive
Other
Other
no
no
yes
yes
no
[50-60)
5
38
2
23
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[40-50)
5
69
0
13
0
0
0
Family/GeneralPractice
Diabetes
Other
Circulatory
no
no
no
yes
yes
[70-80)
1
5
0
12
6
4
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
3
51
2
27
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
no
no
[50-60)
8
60
1
21
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
5
37
2
12
0
0
0
Other
Injury
Circulatory
Circulatory
no
no
no
no
no
[60-70)
8
54
2
19
4
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
6
82
3
32
5
1
1
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
38
5
17
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
8
63
1
17
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
high
no
yes
no
[70-80)
4
40
2
10
2
0
0
Missing
Other
Other
Digestive
no
no
yes
yes
yes
[80-90)
7
67
0
29
1
0
0
InternalMedicine
Respiratory
Other
Circulatory
no
no
yes
yes
no
[70-80)
2
11
5
11
0
0
0
Other
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[50-60)
3
46
1
18
0
1
0
Missing
Other
Diabetes
Other
no
no
no
no
yes
[50-60)
7
39
0
22
0
0
0
Family/GeneralPractice
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
4
39
0
8
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[70-80)
3
55
0
9
0
1
0
Emergency/Trauma
Other
Other
Diabetes
no
no
no
no
yes
[70-80)
2
49
0
18
0
0
0
Cardiology
Other
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
4
1
3
11
0
1
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[70-80)
4
41
0
21
0
3
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
no
[50-60)
1
9
3
20
0
2
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
8
45
6
32
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[40-50)
1
46
3
25
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[70-80)
1
36
0
6
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
no
yes
no
[40-50)
9
64
2
48
0
0
0
Missing
Diabetes
Other
Circulatory
no
high
no
yes
no
[50-60)
2
48
6
21
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
7
57
3
26
5
2
1
InternalMedicine
Injury
Other
Diabetes
no
no
yes
yes
no
[50-60)
3
47
3
10
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
5
49
0
13
0
0
0
Other
Other
Other
Other
no
normal
no
yes
no
[40-50)
2
49
0
11
0
0
0
Emergency/Trauma
Respiratory
Musculoskeletal
Respiratory
no
no
no
no
no
[80-90)
3
46
0
9
0
1
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
1
66
0
10
2
1
1
Other
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[70-80)
10
57
2
22
0
1
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
10
15
2
12
0
0
0
Missing
Digestive
Digestive
Other
no
no
yes
yes
no
[70-80)
3
62
0
14
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[80-90)
4
2
2
9
0
0
0
Missing
Injury
Other
Other
no
no
no
no
yes
[90-100)
8
47
4
21
2
1
0
Missing
Circulatory
Other
Other
no
no
no
yes
yes
[70-80)
2
40
0
7
0
0
0
Surgery
Injury
Diabetes
Musculoskeletal
no
no
no
yes
no
[60-70)
14
56
3
13
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[40-50)
2
39
1
6
0
0
0
InternalMedicine
Musculoskeletal
Diabetes
Other
no
high
no
no
no
[80-90)
1
35
0
11
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[40-50)
2
35
1
35
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
no
no
[70-80)
3
13
1
30
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
1
51
0
17
0
2
2
InternalMedicine
Diabetes
Circulatory
Musculoskeletal
no
no
yes
yes
yes
[80-90)
9
44
2
18
0
0
0
Other
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[50-60)
8
52
4
9
0
0
0
Missing
Other
Other
Injury
no
no
no
yes
no
[40-50)
1
63
1
14
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
1
70
5
11
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
2
57
1
12
0
0
0
Other
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
no
yes
[50-60)
8
67
0
32
0
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
yes
[50-60)
8
68
6
19
2
0
0
Missing
Diabetes
Other
Circulatory
no
high
no
no
yes
[80-90)
7
47
1
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
13
1
6
22
0
0
0
Surgery
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
4
1
1
11
2
1
0
Missing
Injury
Other
Other
no
no
no
no
yes
[80-90)
3
23
1
12
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
no
[40-50)
1
35
1
2
0
2
4
InternalMedicine
Other
Digestive
Other
no
no
no
no
yes
[60-70)
4
65
0
9
0
0
0
Missing
Respiratory
Respiratory
Other
no
normal
yes
yes
no
[60-70)
5
67
0
21
1
1
0
Other
Other
Circulatory
Other
no
no
no
yes
no
[80-90)
5
61
0
6
0
0
1
InternalMedicine
Circulatory
Other
Other
no
no
no
no
yes
[60-70)
1
66
0
8
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
no
no
no
yes
no
[60-70)
4
43
1
23
0
0
0
Surgery
Other
Other
Circulatory
no
high
no
yes
no
[40-50)
7
17
3
22
2
1
1
Surgery
Diabetes
Other
Other
high
no
yes
yes
yes
[80-90)
5
73
4
15
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
3
61
0
19
0
2
0
Missing
Circulatory
Other
Respiratory
no
high
yes
yes
yes
[50-60)
4
56
1
5
0
0
0
Missing
Other
Other
Injury
no
no
no
no
no
[70-80)
3
26
1
8
0
0
0
Emergency/Trauma
Other
Circulatory
Other
no
no
no
no
no
[50-60)
4
58
6
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
4
61
0
17
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
high
yes
yes
yes
[70-80)
5
25
1
20
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
no
no
yes
no
[50-60)
4
9
3
20
2
0
0
Missing
Other
Injury
Respiratory
high
no
yes
yes
no
[80-90)
7
45
2
12
0
1
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
no
[70-80)
7
67
6
24
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
no
yes
no
[80-90)
4
72
1
21
0
1
1
Family/GeneralPractice
Digestive
Circulatory
Circulatory
no
no
no
no
yes
[90-100)
2
29
0
9
0
1
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
high
no
no
yes
[60-70)
2
48
0
21
1
1
2
Missing
Musculoskeletal
Diabetes
Other
no
no
yes
yes
yes
[60-70)
2
50
3
7
2
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
no
no
[60-70)
1
57
0
16
0
0
0
Missing
Digestive
Other
Digestive
no
no
no
yes
yes
[60-70)
13
73
4
32
0
1
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
5
45
3
21
0
0
0
Surgery
Other
Diabetes
Circulatory
no
no
no
no
no
[70-80)
2
58
0
14
4
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[80-90)
13
75
6
30
0
1
0
Missing
Other
Injury
Musculoskeletal
no
no
no
yes
no
[40-50)
3
25
1
20
1
1
0
Missing
Respiratory
Other
Other
normal
no
yes
yes
no
[70-80)
4
49
0
4
0
0
0
Family/GeneralPractice
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
2
38
0
15
0
0
0
Family/GeneralPractice
Other
Circulatory
Other
no
normal
no
yes
yes
[70-80)
2
53
0
7
0
2
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[60-70)
2
9
0
13
1
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
no
[60-70)
10
64
3
12
0
0
0
Family/GeneralPractice
Circulatory
Injury
Other
no
no
no
no
no
[50-60)
1
44
0
16
3
3
2
InternalMedicine
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[40-50)
13
68
1
32
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
1
31
0
17
0
7
0
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
no
yes
no
[70-80)
3
29
2
9
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
7
36
0
14
0
0
0
Cardiology
Respiratory
Respiratory
Diabetes
no
no
no
yes
yes
[60-70)
1
23
0
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[70-80)
9
56
3
28
0
1
0
Surgery
Other
Diabetes
Other
no
no
no
yes
no
[70-80)
3
17
0
22
4
2
0
Family/GeneralPractice
Circulatory
Circulatory
Other
high
no
yes
yes
no
[70-80)
6
49
3
16
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
no
[50-60)
1
47
0
10
0
0
0
InternalMedicine
Other
Diabetes
Other
no
normal
no
yes
no
[80-90)
13
38
1
30
0
1
1
Other
Other
Diabetes
Other
no
no
yes
yes
yes