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)
2
51
0
16
0
2
0
Family/GeneralPractice
Other
Circulatory
Circulatory
no
high
yes
yes
yes
[80-90)
2
44
0
9
0
0
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
no
no
no
yes
[60-70)
2
17
0
13
3
0
0
Family/GeneralPractice
Respiratory
Diabetes
Missing
normal
no
yes
yes
yes
[50-60)
1
12
3
6
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
38
2
16
0
0
0
Cardiology
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
6
53
0
21
0
2
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
9
60
1
20
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
normal
no
yes
no
[50-60)
2
11
4
17
1
1
0
Surgery
Circulatory
Other
Circulatory
no
no
yes
yes
no
[70-80)
1
25
1
16
1
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[40-50)
10
78
1
28
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[50-60)
2
46
2
15
7
2
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
yes
yes
[40-50)
1
40
0
8
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
yes
[70-80)
10
63
3
24
0
0
0
Other
Injury
Circulatory
Other
no
no
no
no
no
[60-70)
13
76
3
27
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
yes
[40-50)
5
65
0
20
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
no
[80-90)
10
67
1
19
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
yes
yes
yes
[80-90)
3
35
3
24
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[40-50)
1
23
0
6
0
0
0
Missing
Respiratory
Musculoskeletal
Circulatory
no
normal
no
no
no
[60-70)
12
59
0
14
0
0
0
Other
Other
Other
Diabetes
no
no
no
yes
no
[70-80)
5
20
1
27
3
1
0
Other
Injury
Other
Musculoskeletal
no
normal
no
yes
yes
[50-60)
2
62
1
12
9
0
0
Missing
Circulatory
Other
Respiratory
no
no
no
no
no
[60-70)
2
1
1
16
0
1
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
no
[90-100)
4
22
0
15
0
0
1
Missing
Circulatory
Circulatory
Respiratory
normal
no
no
yes
no
[90-100)
7
69
1
19
0
0
0
Missing
Injury
Other
Other
no
no
no
no
yes
[50-60)
2
34
1
8
0
3
0
Emergency/Trauma
Injury
Circulatory
Other
no
high
yes
yes
yes
[70-80)
10
1
3
14
2
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
4
57
1
10
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
yes
[40-50)
1
8
0
6
0
0
0
Other
Respiratory
Diabetes
Missing
no
no
no
yes
no
[50-60)
7
55
1
16
0
1
0
Other
Diabetes
Other
Respiratory
no
no
yes
yes
yes
[70-80)
12
82
4
27
0
0
0
Missing
Circulatory
Other
Circulatory
no
high
no
no
no
[70-80)
6
30
5
20
0
0
0
Missing
Injury
Injury
Other
no
no
no
no
yes
[60-70)
6
34
5
23
4
0
0
Cardiology
Circulatory
Circulatory
Injury
no
no
yes
yes
yes
[80-90)
3
1
3
15
2
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
5
70
1
30
1
0
0
Missing
Injury
Respiratory
Respiratory
no
high
no
yes
yes
[70-80)
5
44
1
11
0
0
0
Other
Musculoskeletal
Respiratory
Diabetes
no
no
no
yes
no
[50-60)
2
2
3
22
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[60-70)
8
59
2
28
1
0
0
InternalMedicine
Other
Injury
Other
no
no
yes
yes
no
[70-80)
6
52
0
19
0
4
0
Missing
Circulatory
Other
Digestive
no
no
yes
yes
yes
[70-80)
4
22
0
5
0
3
0
Missing
Digestive
Injury
Circulatory
normal
no
no
no
no
[50-60)
2
36
0
8
0
1
0
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
yes
[60-70)
3
46
0
11
0
1
0
Missing
Circulatory
Digestive
Other
no
normal
no
yes
yes
[70-80)
1
55
0
14
2
1
0
Missing
Musculoskeletal
Circulatory
Musculoskeletal
no
no
yes
yes
yes
[70-80)
2
43
1
8
0
0
2
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
8
68
1
29
2
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
4
56
0
4
0
0
1
Emergency/Trauma
Other
Other
Other
no
no
no
yes
no
[60-70)
12
46
1
25
4
2
6
Missing
Injury
Injury
Circulatory
no
no
no
yes
yes
[60-70)
14
57
6
29
0
0
0
Missing
Injury
Injury
Injury
no
no
yes
yes
no
[50-60)
5
50
6
29
1
2
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
3
43
0
10
0
0
0
InternalMedicine
Respiratory
Other
Circulatory
no
no
no
yes
no
[80-90)
6
74
1
16
1
0
0
Missing
Digestive
Respiratory
Other
no
high
yes
yes
yes
[70-80)
1
20
6
12
1
0
0
Other
Circulatory
Circulatory
Other
no
no
no
no
no
[40-50)
1
56
0
19
0
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
no
[80-90)
13
60
2
20
0
1
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
no
yes
yes
[80-90)
5
10
2
22
0
0
0
Missing
Digestive
Injury
Digestive
no
no
yes
yes
no
[80-90)
4
78
0
13
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
normal
no
no
no
no
[70-80)
4
16
1
15
2
2
2
Family/GeneralPractice
Respiratory
Circulatory
Respiratory
normal
no
no
yes
yes
[90-100)
3
32
1
12
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[80-90)
7
44
0
27
0
2
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
4
67
0
16
0
2
2
Family/GeneralPractice
Digestive
Digestive
Respiratory
no
high
no
no
yes
[50-60)
4
67
0
15
2
0
0
Other
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
2
43
0
8
0
2
0
Other
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
5
39
1
7
0
0
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
7
63
0
12
0
0
0
Family/GeneralPractice
Diabetes
Other
Digestive
no
high
yes
yes
no
[80-90)
3
33
0
7
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
6
33
5
21
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
1
21
0
7
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
normal
no
no
yes
yes
[70-80)
1
22
0
5
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
no
[90-100)
9
43
3
18
0
0
0
InternalMedicine
Circulatory
Diabetes
Respiratory
no
high
yes
yes
no
[80-90)
4
17
1
22
1
0
0
Missing
Respiratory
Digestive
Circulatory
normal
no
yes
yes
yes
[40-50)
5
56
0
19
0
0
0
Other
Respiratory
Diabetes
Other
no
no
no
yes
no
[70-80)
4
61
6
42
0
0
0
Other
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
13
61
6
25
3
1
0
Missing
Respiratory
Digestive
Respiratory
no
no
yes
yes
yes
[60-70)
7
67
2
4
0
0
0
Family/GeneralPractice
Other
Respiratory
Respiratory
no
high
no
yes
no
[70-80)
2
30
0
13
0
0
0
Missing
Circulatory
Other
Circulatory
no
normal
yes
yes
no
[50-60)
3
66
0
21
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
no
[90-100)
1
26
2
3
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
3
77
3
18
0
0
0
Family/GeneralPractice
Other
Other
Musculoskeletal
no
no
yes
yes
no
[80-90)
2
56
0
12
0
0
2
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
yes
yes
[40-50)
4
36
3
8
1
7
0
Family/GeneralPractice
Digestive
Other
Diabetes
no
no
no
no
yes
[60-70)
4
1
1
17
0
0
0
Other
Injury
Missing
Respiratory
no
no
no
yes
yes
[40-50)
2
9
3
22
0
0
0
Missing
Circulatory
Other
Respiratory
no
no
no
no
no
[40-50)
4
67
1
18
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
high
no
yes
yes
[40-50)
12
60
0
20
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[40-50)
1
36
1
14
0
0
0
Surgery
Musculoskeletal
Diabetes
Missing
no
high
yes
yes
no
[60-70)
5
63
6
32
0
0
0
Cardiology
Circulatory
Musculoskeletal
Circulatory
no
no
yes
yes
no
[80-90)
6
23
1
10
1
2
2
Surgery
Digestive
Circulatory
Circulatory
normal
no
no
no
yes
[60-70)
5
53
6
19
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
2
10
0
26
3
1
2
Family/GeneralPractice
Respiratory
Diabetes
Circulatory
high
no
yes
yes
no
[80-90)
4
54
0
28
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
5
87
6
36
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
no
[70-80)
1
35
0
3
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
11
56
6
33
2
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[50-60)
4
45
0
17
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[70-80)
5
50
2
11
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
high
yes
yes
no
[80-90)
6
25
2
10
1
3
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
14
71
4
22
0
1
0
Other
Injury
Other
Other
no
high
yes
yes
no
[60-70)
2
37
3
31
3
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
8
51
6
29
0
2
1
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
5
37
0
20
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[40-50)
2
49
0
15
0
0
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
no