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)
3
34
0
9
0
2
1
Emergency/Trauma
Other
Other
Other
no
no
no
yes
no
[90-100)
11
18
1
6
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
4
40
0
13
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[50-60)
3
25
1
26
0
0
0
Other
Musculoskeletal
Digestive
Other
normal
no
yes
yes
yes
[50-60)
4
31
0
8
0
0
0
Other
Other
Diabetes
Respiratory
no
no
no
yes
yes
[80-90)
6
61
1
17
0
3
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[40-50)
3
23
0
23
0
2
0
Family/GeneralPractice
Other
Other
Circulatory
normal
no
no
yes
no
[80-90)
4
54
0
16
0
2
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
13
73
6
28
0
0
0
Missing
Other
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
6
47
6
40
1
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
1
50
1
25
0
0
0
Missing
Injury
Circulatory
Injury
no
no
no
yes
no
[80-90)
3
56
0
20
0
0
3
Surgery
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
3
1
2
16
0
1
0
Other
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
1
43
0
5
0
0
1
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[80-90)
7
57
2
9
0
2
1
Surgery
Other
Other
Respiratory
no
no
yes
yes
yes
[80-90)
3
37
1
23
0
2
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
3
46
0
20
0
1
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
1
60
3
16
0
2
1
Missing
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
7
23
2
7
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
yes
yes
[50-60)
5
29
2
17
0
2
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
4
49
1
14
0
0
0
Missing
Digestive
Other
Other
no
no
no
no
no
[90-100)
10
33
0
10
0
0
0
Other
Circulatory
Other
Circulatory
no
no
no
no
no
[50-60)
3
37
0
16
0
0
2
InternalMedicine
Other
Diabetes
Other
no
no
yes
yes
no
[60-70)
1
35
0
8
0
0
0
Family/GeneralPractice
Digestive
Other
Diabetes
no
no
no
no
no
[70-80)
1
24
1
21
0
0
0
Missing
Digestive
Circulatory
Respiratory
high
no
no
yes
no
[60-70)
4
70
0
29
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
11
67
1
18
0
1
0
Surgery
Other
Other
Other
no
no
no
no
yes
[70-80)
8
76
4
29
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
yes
yes
no
[60-70)
7
42
0
6
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
yes
no
[60-70)
4
57
2
33
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
2
2
1
8
0
0
0
Other
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
3
40
0
10
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
no
no
no
[70-80)
3
47
0
18
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
52
3
16
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
2
57
0
6
3
1
0
Missing
Other
Other
Other
no
no
no
no
yes
[50-60)
3
20
1
31
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
2
37
2
8
1
1
0
Other
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[60-70)
3
16
6
25
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
1
29
1
19
0
0
0
Surgery
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[60-70)
3
34
1
11
0
0
0
Surgery
Digestive
Other
Circulatory
no
no
no
yes
no
[50-60)
13
66
2
30
2
4
0
Surgery
Diabetes
Other
Circulatory
no
high
yes
yes
yes
[60-70)
1
49
0
12
0
0
0
Missing
Respiratory
Circulatory
Other
no
normal
yes
yes
no
[70-80)
4
59
3
16
0
0
0
Emergency/Trauma
Other
Digestive
Digestive
no
no
yes
yes
no
[90-100)
11
55
2
41
0
0
0
InternalMedicine
Digestive
Other
Injury
no
no
yes
yes
no
[80-90)
3
43
0
12
0
1
0
Emergency/Trauma
Circulatory
Other
Other
no
high
yes
yes
yes
[70-80)
2
41
4
15
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
4
74
3
18
3
2
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[80-90)
2
50
3
19
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
10
74
3
16
1
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
1
51
0
18
1
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
no
no
[60-70)
2
39
0
18
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
1
36
5
13
0
2
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[80-90)
3
30
0
19
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[40-50)
11
47
1
19
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
yes
[70-80)
1
1
3
17
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
3
27
1
9
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
no
[70-80)
5
1
3
12
1
0
0
Missing
Injury
Other
Circulatory
no
no
no
yes
yes
[50-60)
2
74
0
19
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
1
19
1
13
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[40-50)
6
32
0
17
0
0
0
Other
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
5
69
0
24
2
0
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
no
[70-80)
5
56
0
15
0
0
0
InternalMedicine
Digestive
Respiratory
Respiratory
no
no
no
yes
no
[80-90)
2
39
3
11
0
0
0
InternalMedicine
Other
Digestive
Digestive
no
no
no
yes
no
[40-50)
2
21
1
21
3
0
1
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[80-90)
5
36
0
13
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[90-100)
9
61
0
22
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
1
39
0
2
0
1
0
Surgery
Circulatory
Other
Diabetes
no
no
no
no
no
[70-80)
4
48
0
13
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
high
no
yes
yes
[70-80)
1
59
1
10
0
0
0
Family/GeneralPractice
Digestive
Diabetes
Digestive
no
no
no
no
yes
[70-80)
1
46
0
10
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
8
52
0
13
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
1
17
6
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
2
51
0
9
0
0
0
Missing
Other
Other
Circulatory
no
high
no
yes
yes
[70-80)
4
48
0
10
3
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
7
59
2
18
0
2
0
InternalMedicine
Other
Other
Other
normal
no
no
no
no
[80-90)
1
52
1
11
0
3
0
Other
Other
Other
Other
no
no
yes
yes
yes
[70-80)
2
30
0
18
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
1
1
0
5
0
0
0
Missing
Diabetes
Other
Other
no
no
no
no
no
[50-60)
1
55
0
16
0
0
2
Surgery
Musculoskeletal
Musculoskeletal
Other
no
no
yes
yes
no
[70-80)
2
28
2
13
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
7
72
0
19
0
0
1
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
4
48
1
21
0
0
0
Family/GeneralPractice
Digestive
Diabetes
Digestive
no
high
yes
yes
yes
[80-90)
4
30
2
17
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[40-50)
3
49
1
14
0
1
0
Other
Digestive
Other
Digestive
no
no
no
yes
no
[60-70)
7
53
0
25
5
1
0
Missing
Circulatory
Other
Other
no
no
no
yes
yes
[60-70)
3
47
0
17
0
0
0
Missing
Respiratory
Diabetes
Other
no
high
yes
yes
no
[60-70)
4
41
1
19
0
1
0
Other
Other
Other
Other
no
normal
yes
yes
yes
[70-80)
3
42
0
14
0
1
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
normal
yes
yes
yes
[60-70)
9
57
0
20
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
23
1
23
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
4
1
1
21
0
0
0
Other
Circulatory
Other
Other
no
no
no
yes
yes
[60-70)
4
38
1
25
0
3
0
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[70-80)
4
61
2
16
6
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
3
36
0
11
0
0
0
Other
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
4
62
1
14
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
8
65
0
18
1
5
1
Emergency/Trauma
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
2
36
0
7
0
0
0
Missing
Diabetes
Other
Other
no
no
no
no
no
[60-70)
1
41
0
19
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[40-50)
5
73
0
10
3
1
0
Missing
Other
Digestive
Circulatory
no
no
no
yes
no
[70-80)
1
55
1
6
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no