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
[50-60)
11
58
1
22
0
0
0
Family/GeneralPractice
Digestive
Other
Circulatory
no
high
yes
yes
no
[80-90)
3
73
0
20
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[50-60)
6
52
2
14
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[90-100)
10
55
0
17
2
2
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
2
41
1
12
0
6
1
Missing
Digestive
Digestive
Other
no
no
no
yes
yes
[40-50)
12
25
1
31
0
2
2
Missing
Diabetes
Other
Other
high
no
yes
yes
yes
[50-60)
4
35
0
21
1
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
5
37
0
20
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
no
yes
yes
no
[60-70)
10
81
6
39
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
25
6
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
9
71
1
19
0
0
0
Emergency/Trauma
Respiratory
Other
Other
no
high
no
no
no
[60-70)
9
59
1
26
0
1
0
Missing
Circulatory
Respiratory
Respiratory
no
high
no
yes
yes
[90-100)
3
50
0
14
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
no
yes
yes
[60-70)
6
1
0
22
0
1
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
yes
yes
no
[80-90)
5
53
0
14
0
1
0
Missing
Other
Other
Other
normal
high
no
no
yes
[70-80)
5
53
1
12
0
0
1
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[80-90)
11
10
3
20
2
3
0
Surgery
Other
Diabetes
Missing
no
no
yes
yes
yes
[40-50)
7
5
0
10
0
1
0
Other
Other
Other
Diabetes
no
no
no
yes
yes
[60-70)
5
57
3
37
3
0
0
Cardiology
Diabetes
Circulatory
Other
no
high
yes
yes
yes
[60-70)
9
54
0
14
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
4
39
1
6
0
1
0
InternalMedicine
Other
Injury
Other
no
high
yes
yes
no
[50-60)
12
57
4
79
0
0
0
Surgery
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
3
53
6
18
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
4
2
0
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
10
52
2
29
2
4
0
Missing
Circulatory
Circulatory
Injury
no
normal
no
yes
yes
[50-60)
3
24
0
11
0
0
0
Emergency/Trauma
Other
Other
Other
no
normal
yes
yes
no
[80-90)
5
66
2
14
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[60-70)
3
34
0
4
0
2
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
no
no
yes
[80-90)
3
45
0
8
0
1
0
Missing
Diabetes
Respiratory
Circulatory
no
no
no
yes
yes
[50-60)
4
1
0
12
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
yes
no
[40-50)
1
61
0
8
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
high
no
yes
no
[50-60)
5
62
0
25
0
4
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[70-80)
1
20
6
19
0
2
0
Other
Circulatory
Injury
Other
no
no
yes
yes
yes
[60-70)
5
62
0
21
0
0
1
Missing
Respiratory
Other
Other
no
high
yes
yes
yes
[70-80)
7
70
3
43
0
0
0
Surgery
Circulatory
Respiratory
Other
no
normal
yes
yes
no
[70-80)
7
53
0
30
0
4
0
Missing
Respiratory
Respiratory
Other
no
normal
yes
yes
yes
[50-60)
5
31
0
21
0
0
0
Missing
Other
Diabetes
Other
no
no
no
yes
no
[90-100)
3
43
0
10
0
1
0
Missing
Digestive
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
5
48
5
29
0
1
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
37
0
18
0
1
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
1
42
0
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
5
59
2
16
2
3
0
Missing
Digestive
Digestive
Other
no
no
yes
yes
yes
[50-60)
5
51
6
29
0
0
0
Missing
Circulatory
Circulatory
Musculoskeletal
no
no
no
no
yes
[70-80)
2
44
1
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
3
30
1
8
2
1
1
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[60-70)
8
47
4
9
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
normal
yes
yes
no
[70-80)
3
14
1
17
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
no
[50-60)
3
63
0
9
0
1
0
InternalMedicine
Digestive
Other
Diabetes
no
normal
no
yes
yes
[60-70)
5
26
3
1
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[40-50)
2
29
2
18
4
1
0
Missing
Other
Other
Other
no
no
no
yes
no
[50-60)
2
25
1
22
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
6
70
0
12
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
high
no
yes
yes
[60-70)
4
77
1
11
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[50-60)
3
36
1
9
0
2
6
Emergency/Trauma
Digestive
Other
Other
no
no
no
no
yes
[70-80)
1
25
0
9
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
1
35
0
9
0
0
0
Missing
Other
Diabetes
Respiratory
no
no
no
no
no
[50-60)
5
73
0
20
0
0
0
Missing
Circulatory
Other
Other
no
normal
no
yes
no
[80-90)
9
68
3
18
0
1
0
Missing
Circulatory
Injury
Other
no
no
no
no
no
[70-80)
2
48
0
11
0
1
0
Missing
Other
Circulatory
Other
no
normal
no
yes
yes
[50-60)
4
57
0
18
0
1
0
Missing
Digestive
Other
Other
no
no
yes
yes
no
[80-90)
5
55
0
16
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
2
11
3
9
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
7
76
5
25
0
0
0
InternalMedicine
Circulatory
Other
Other
no
high
yes
yes
no
[80-90)
9
69
2
27
0
3
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
5
69
0
20
0
1
0
Missing
Respiratory
Other
Circulatory
no
normal
no
yes
yes
[70-80)
4
56
1
6
0
3
0
InternalMedicine
Other
Digestive
Diabetes
no
no
no
no
yes
[80-90)
10
81
0
16
0
0
0
InternalMedicine
Respiratory
Other
Diabetes
no
no
no
no
no
[60-70)
5
56
2
17
0
0
0
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
no
[50-60)
1
30
0
10
0
1
0
Missing
Injury
Digestive
Diabetes
no
no
yes
yes
no
[70-80)
7
65
3
31
0
1
0
Surgery
Circulatory
Respiratory
Circulatory
no
high
no
yes
yes
[50-60)
5
77
1
10
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Respiratory
no
normal
yes
yes
yes
[70-80)
6
8
1
15
0
0
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
no
[70-80)
6
5
3
11
0
0
0
Other
Musculoskeletal
Circulatory
Other
no
no
yes
yes
yes
[50-60)
5
46
1
22
0
1
0
Cardiology
Circulatory
Other
Other
no
normal
no
yes
yes
[60-70)
5
51
6
20
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
7
1
2
13
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[90-100)
4
63
0
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
1
38
0
9
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
no
[70-80)
2
37
1
16
1
0
0
Missing
Other
Digestive
Circulatory
no
no
yes
yes
yes
[70-80)
2
36
2
18
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[90-100)
1
42
0
8
0
1
0
Emergency/Trauma
Circulatory
Respiratory
Respiratory
no
no
no
yes
yes
[40-50)
1
20
0
8
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
3
29
3
27
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[50-60)
3
53
2
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
5
66
0
23
1
2
1
Missing
Other
Respiratory
Diabetes
no
no
no
yes
yes
[60-70)
1
47
6
25
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
no
[50-60)
1
57
0
8
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
2
17
1
20
0
0
0
Missing
Respiratory
Digestive
Other
normal
no
yes
yes
no
[60-70)
10
82
0
30
1
2
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
5
63
1
22
0
4
0
Family/GeneralPractice
Circulatory
Other
Respiratory
no
no
yes
yes
yes
[80-90)
1
40
0
13
2
0
0
Missing
Diabetes
Circulatory
Respiratory
no
normal
yes
yes
yes
[70-80)
3
19
1
21
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
no
[70-80)
5
83
4
22
0
0
0
Cardiology
Musculoskeletal
Circulatory
Circulatory
no
high
yes
yes
yes
[70-80)
4
1
3
9
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
6
57
6
41
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
yes
yes
no
[50-60)
3
29
0
12
0
1
0
Family/GeneralPractice
Musculoskeletal
Other
Digestive
no
no
no
yes
no
[50-60)
6
62
2
19
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
6
35
4
11
1
0
0
Other
Injury
Digestive
Respiratory
no
no
yes
yes
yes
[50-60)
5
31
0
37
0
0
0
Other
Respiratory
Circulatory
Diabetes
no
high
yes
yes
yes
[70-80)
3
10
0
9
0
0
0
Missing
Diabetes
Respiratory
Other
no
no
no
no
no