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
[80-90)
7
74
0
12
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Diabetes
no
high
yes
yes
no
[40-50)
10
78
2
42
0
0
0
Missing
Other
Diabetes
Respiratory
no
high
yes
yes
yes
[50-60)
4
46
1
12
4
0
0
Surgery
Digestive
Respiratory
Other
no
no
no
yes
yes
[80-90)
2
1
0
6
2
0
1
Missing
Diabetes
Injury
Injury
no
no
yes
yes
yes
[90-100)
6
38
3
20
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Other
no
no
no
yes
no
[60-70)
9
71
0
15
0
1
0
InternalMedicine
Injury
Respiratory
Other
no
no
yes
yes
yes
[40-50)
2
54
0
22
0
1
0
InternalMedicine
Respiratory
Other
Respiratory
no
no
yes
yes
no
[80-90)
6
55
2
28
0
1
0
Missing
Injury
Other
Other
no
no
no
yes
no
[70-80)
7
55
0
18
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[70-80)
3
25
0
13
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
no
yes
[50-60)
1
6
0
20
3
0
0
Missing
Respiratory
Other
Respiratory
no
high
yes
yes
no
[50-60)
9
62
1
26
0
0
0
Other
Musculoskeletal
Musculoskeletal
Other
no
normal
yes
yes
no
[70-80)
9
63
0
10
0
3
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
yes
[80-90)
1
62
0
8
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
7
58
0
10
0
1
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
1
35
0
7
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
no
no
no
[40-50)
6
50
1
24
0
1
0
Other
Other
Other
Other
no
no
no
no
yes
[60-70)
5
41
1
17
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
yes
[40-50)
1
24
1
6
0
0
0
Missing
Digestive
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
2
52
0
5
1
2
0
Emergency/Trauma
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
3
42
0
15
0
2
0
Missing
Other
Respiratory
Other
no
no
no
yes
yes
[40-50)
2
25
0
7
0
0
0
Missing
Diabetes
Other
Other
high
no
yes
yes
yes
[70-80)
3
48
0
12
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
no
[80-90)
6
47
0
22
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
no
yes
yes
[60-70)
3
35
6
32
0
0
1
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[60-70)
5
66
3
30
1
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
4
63
0
7
0
1
0
Missing
Other
Respiratory
Other
no
no
no
no
no
[70-80)
3
15
0
14
1
2
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
normal
no
no
yes
yes
[50-60)
5
43
2
24
0
0
0
Surgery
Musculoskeletal
Diabetes
Other
no
no
yes
yes
yes
[50-60)
5
38
2
19
0
0
0
Missing
Injury
Other
Other
no
normal
yes
yes
no
[70-80)
4
63
4
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
6
63
0
21
0
3
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[40-50)
4
59
2
22
1
2
2
Missing
Digestive
Respiratory
Other
no
no
yes
yes
yes
[70-80)
1
35
1
8
3
0
0
Surgery
Other
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
11
49
5
25
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
high
yes
yes
yes
[70-80)
11
77
2
28
0
0
0
Missing
Injury
Other
Other
no
no
no
yes
yes
[80-90)
7
18
1
30
0
0
0
Missing
Respiratory
Respiratory
Circulatory
normal
no
no
yes
yes
[50-60)
3
51
0
16
0
2
1
Emergency/Trauma
Circulatory
Circulatory
Digestive
no
no
yes
yes
yes
[50-60)
2
8
1
15
2
0
0
Other
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[40-50)
3
56
0
19
1
3
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[80-90)
3
2
0
14
0
0
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
yes
yes
[80-90)
4
61
0
10
0
0
0
InternalMedicine
Injury
Other
Other
no
no
no
yes
yes
[70-80)
3
31
1
10
0
1
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
5
51
1
18
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
3
60
0
14
0
1
0
Other
Digestive
Other
Circulatory
no
no
yes
yes
yes
[80-90)
1
12
6
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
4
1
1
12
0
0
0
Missing
Digestive
Other
Other
no
no
no
no
no
[80-90)
5
54
0
8
0
0
0
InternalMedicine
Digestive
Other
Respiratory
no
no
no
no
no
[60-70)
2
44
1
13
0
1
2
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
2
48
5
17
0
0
0
Other
Circulatory
Other
Musculoskeletal
no
high
yes
yes
no
[80-90)
6
63
1
15
0
0
0
Other
Injury
Circulatory
Other
no
normal
no
yes
no
[70-80)
5
53
1
31
0
0
0
Surgery
Musculoskeletal
Injury
Other
no
no
yes
yes
yes
[70-80)
5
51
0
12
0
3
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
3
57
0
6
0
1
0
Missing
Other
Other
Other
no
no
no
no
no
[70-80)
1
1
0
15
1
2
0
InternalMedicine
Other
Circulatory
Injury
no
no
yes
yes
no
[80-90)
3
69
0
17
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
4
61
1
23
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
8
57
2
14
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
5
37
0
16
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[70-80)
3
11
0
18
0
0
0
Missing
Respiratory
Respiratory
Circulatory
normal
no
no
yes
no
[80-90)
5
10
0
13
0
1
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
5
1
0
5
0
0
1
Emergency/Trauma
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
3
52
0
16
0
0
0
Emergency/Trauma
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
1
4
0
14
0
0
0
Emergency/Trauma
Injury
Respiratory
Respiratory
no
no
yes
yes
no
[50-60)
5
55
1
11
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
yes
yes
yes
[70-80)
2
44
0
14
3
0
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
5
68
2
13
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
no
no
[70-80)
6
34
1
14
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
2
98
3
17
0
2
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
10
55
6
18
0
2
0
Emergency/Trauma
Digestive
Other
Digestive
no
no
yes
yes
yes
[40-50)
3
51
6
16
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
2
18
3
14
0
0
0
Missing
Other
Injury
Digestive
no
no
yes
yes
no
[40-50)
2
51
2
7
1
0
5
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
2
41
1
12
0
0
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
4
53
0
28
0
0
0
Emergency/Trauma
Respiratory
Other
Other
no
high
yes
yes
yes
[60-70)
5
44
0
17
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
8
70
5
45
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
no
[40-50)
4
29
1
23
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
1
28
0
11
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[60-70)
4
74
2
16
1
0
0
Missing
Digestive
Other
Circulatory
no
no
no
no
no
[80-90)
6
56
3
19
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
yes
[60-70)
1
43
0
11
0
1
0
Cardiology
Respiratory
Circulatory
Other
no
no
yes
yes
no
[60-70)
4
30
3
7
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
2
58
0
14
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
1
37
1
11
0
1
0
InternalMedicine
Diabetes
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
7
42
1
14
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
14
60
1
19
0
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
yes
[80-90)
4
31
1
16
0
2
1
Other
Musculoskeletal
Circulatory
Other
no
no
no
no
no
[60-70)
4
43
4
22
4
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
9
60
5
17
0
0
0
Other
Injury
Other
Musculoskeletal
no
no
no
no
no
[70-80)
3
18
0
16
0
1
1
Missing
Digestive
Diabetes
Other
normal
no
no
no
no
[60-70)
1
12
0
17
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
2
10
0
10
0
0
0
Missing
Diabetes
Other
Other
no
no
no
yes
no
[40-50)
2
8
1
9
0
0
0
Family/GeneralPractice
Digestive
Other
Digestive
no
no
no
yes
no
[50-60)
3
36
1
7
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
3
35
2
12
0
2
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
3
41
0
11
0
0
0
InternalMedicine
Other
Other
Digestive
no
no
no
no
yes
[50-60)
2
15
0
13
0
3
1
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
1
53
1
7
0
0
0
Family/GeneralPractice
Digestive
Other
Digestive
no
no
no
yes
no
[90-100)
4
58
1
26
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
no