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)
1
38
1
23
0
0
0
Surgery
Other
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
5
24
1
30
0
1
0
Other
Injury
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
4
62
1
6
0
1
0
Missing
Circulatory
Other
Digestive
no
no
no
no
no
[70-80)
8
54
0
19
0
0
0
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
no
[80-90)
1
17
3
9
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
6
1
15
0
1
0
Other
Musculoskeletal
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
8
59
0
13
0
0
0
Missing
Digestive
Digestive
Musculoskeletal
no
no
no
yes
yes
[60-70)
3
46
6
20
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
1
45
1
3
1
0
2
InternalMedicine
Other
Other
Circulatory
no
no
no
no
no
[80-90)
2
1
0
5
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
4
33
2
32
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
yes
yes
no
[50-60)
1
46
0
3
0
0
0
Missing
Respiratory
Diabetes
Missing
no
no
no
no
no
[70-80)
2
28
0
11
2
0
0
Missing
Other
Diabetes
Other
no
no
no
yes
yes
[70-80)
3
70
0
20
0
0
0
Missing
Respiratory
Diabetes
Circulatory
high
no
yes
yes
yes
[70-80)
5
52
2
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[70-80)
9
57
2
15
0
0
0
InternalMedicine
Digestive
Digestive
Diabetes
normal
no
no
yes
no
[40-50)
3
54
1
17
0
2
0
Other
Diabetes
Circulatory
Digestive
no
no
yes
yes
no
[40-50)
3
84
1
17
0
1
0
Missing
Digestive
Diabetes
Diabetes
no
high
yes
yes
yes
[60-70)
10
47
4
27
0
3
0
Missing
Respiratory
Circulatory
Diabetes
no
high
yes
yes
no
[70-80)
4
68
5
24
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
5
68
0
12
0
0
0
Emergency/Trauma
Diabetes
Respiratory
Other
no
no
yes
yes
no
[60-70)
5
43
2
37
1
0
0
Missing
Other
Diabetes
Other
no
high
yes
yes
no
[70-80)
3
3
1
18
0
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
5
24
6
28
1
3
0
Other
Digestive
Digestive
Digestive
high
no
no
no
no
[40-50)
3
21
0
19
0
0
1
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[70-80)
6
54
0
9
1
1
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[80-90)
6
32
4
35
0
0
0
Other
Injury
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
3
58
0
17
0
0
0
InternalMedicine
Respiratory
Musculoskeletal
Circulatory
no
no
no
no
no
[70-80)
13
50
1
21
0
1
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[40-50)
3
39
0
8
0
1
0
InternalMedicine
Other
Respiratory
Other
no
no
no
yes
yes
[40-50)
7
1
6
14
0
0
0
Other
Musculoskeletal
Other
Musculoskeletal
no
no
yes
yes
yes
[70-80)
3
55
2
17
0
0
0
InternalMedicine
Other
Circulatory
Digestive
no
no
yes
yes
no
[60-70)
5
44
3
22
0
0
1
Missing
Other
Diabetes
Respiratory
no
no
no
yes
no
[80-90)
4
45
1
11
0
0
0
Emergency/Trauma
Other
Circulatory
Circulatory
no
normal
no
no
no
[60-70)
7
23
0
29
0
0
0
Missing
Respiratory
Other
Digestive
normal
no
no
no
yes
[60-70)
4
49
1
14
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
2
66
0
17
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[50-60)
9
55
2
16
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[80-90)
3
61
1
11
0
0
0
Missing
Digestive
Circulatory
Digestive
no
no
no
no
no
[40-50)
4
62
2
15
0
0
0
Missing
Diabetes
Digestive
Other
no
no
yes
yes
no
[70-80)
5
41
0
17
0
1
0
Missing
Digestive
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
3
15
1
9
0
0
0
Missing
Digestive
Other
Other
normal
no
no
no
no
[70-80)
2
49
3
16
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
3
72
0
15
0
0
1
Cardiology
Circulatory
Respiratory
Other
no
no
no
yes
yes
[50-60)
6
74
1
10
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
yes
no
[70-80)
6
2
3
17
1
0
0
Missing
Other
Digestive
Other
no
no
no
yes
yes
[50-60)
6
48
2
12
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
no
[70-80)
8
52
1
14
0
0
1
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[70-80)
2
26
1
22
0
2
0
Cardiology
Injury
Circulatory
Circulatory
no
no
no
yes
no
[90-100)
4
62
3
22
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
4
9
0
14
0
1
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
5
61
1
18
0
1
2
Surgery
Circulatory
Other
Other
no
no
no
yes
yes
[50-60)
1
24
1
12
0
0
0
Surgery
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
yes
[40-50)
2
65
3
6
0
0
0
Cardiology
Respiratory
Other
Respiratory
no
normal
no
no
no
[70-80)
3
34
0
20
0
2
0
Other
Other
Circulatory
Digestive
no
no
no
yes
yes
[80-90)
2
19
0
15
0
2
0
Family/GeneralPractice
Circulatory
Other
Other
normal
no
no
yes
yes
[70-80)
4
34
0
21
0
1
0
Missing
Respiratory
Musculoskeletal
Diabetes
no
no
yes
yes
yes
[70-80)
2
38
0
21
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
8
5
1
24
0
0
0
Surgery
Diabetes
Other
Circulatory
no
no
yes
yes
no
[70-80)
6
35
0
12
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
1
38
2
27
0
0
0
Surgery
Circulatory
Other
Circulatory
no
no
no
no
no
[50-60)
2
49
0
11
0
0
0
Missing
Circulatory
Diabetes
Digestive
no
no
no
yes
no
[90-100)
9
23
2
11
0
2
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
5
59
0
14
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
6
50
1
29
1
2
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[50-60)
1
37
4
16
0
1
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
yes
[70-80)
4
71
1
19
0
2
1
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
no
[50-60)
1
45
1
18
0
1
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
yes
yes
[90-100)
3
18
0
9
2
2
0
Missing
Circulatory
Other
Other
no
no
no
yes
yes
[70-80)
4
70
1
20
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
no
[50-60)
10
42
0
15
0
1
0
Missing
Diabetes
Other
Other
no
normal
yes
yes
yes
[70-80)
14
61
6
34
0
0
0
Cardiology
Circulatory
Injury
Circulatory
no
no
yes
yes
yes
[70-80)
10
57
3
32
0
3
0
Family/GeneralPractice
Injury
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
10
23
1
25
0
1
0
Other
Other
Injury
Musculoskeletal
no
no
no
yes
yes
[70-80)
5
59
0
18
0
2
0
Missing
Circulatory
Other
Circulatory
no
high
no
yes
no
[70-80)
1
1
2
16
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
3
1
2
6
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
no
yes
[40-50)
2
55
0
16
0
2
0
Other
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
9
50
0
17
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[50-60)
2
10
2
14
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
1
16
0
14
0
0
1
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
4
73
1
11
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[60-70)
1
29
6
18
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
2
26
2
29
1
0
0
Other
Diabetes
Respiratory
Musculoskeletal
no
no
no
yes
yes
[80-90)
6
61
0
11
4
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
6
58
0
17
0
0
0
InternalMedicine
Other
Circulatory
Respiratory
no
no
no
yes
no
[80-90)
5
56
6
15
0
1
0
InternalMedicine
Circulatory
Injury
Circulatory
no
no
no
no
yes
[70-80)
6
44
0
19
0
0
2
InternalMedicine
Respiratory
Respiratory
Other
no
no
yes
yes
no
[80-90)
12
38
2
31
0
1
0
Surgery
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
7
57
2
9
0
1
0
InternalMedicine
Other
Other
Other
normal
no
no
no
yes
[60-70)
1
34
6
33
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[40-50)
3
52
0
7
0
0
0
Other
Other
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
9
73
0
16
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
no
[80-90)
7
105
3
16
0
0
0
Missing
Circulatory
Diabetes
Other
high
high
no
yes
yes
[60-70)
1
42
0
23
4
6
5
Emergency/Trauma
Other
Respiratory
Other
no
no
yes
yes
yes
[80-90)
5
57
1
21
0
0
0
InternalMedicine
Other
Injury
Respiratory
no
no
yes
yes
no
[60-70)
6
53
0
12
0
4
2
InternalMedicine
Other
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
4
52
0
27
4
3
0
Missing
Other
Respiratory
Respiratory
no
no
yes
yes
yes
[80-90)
7
71
3
31
7
1
1
Missing
Digestive
Other
Circulatory
high
no
yes
yes
yes
[50-60)
3
38
0
19
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
high
yes
yes
no