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
[40-50)
2
49
0
14
0
0
0
Missing
Respiratory
Other
Other
no
no
no
no
yes
[80-90)
8
46
1
18
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[80-90)
3
50
0
10
0
1
0
Other
Diabetes
Other
Other
no
no
no
yes
no
[60-70)
11
42
0
13
0
0
1
Emergency/Trauma
Other
Other
Diabetes
no
no
no
yes
no
[60-70)
1
34
4
8
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
1
58
0
9
2
1
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
4
53
2
27
0
0
0
Other
Musculoskeletal
Other
Other
no
no
no
yes
no
[80-90)
8
51
2
26
0
1
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[40-50)
7
49
1
19
0
3
18
Emergency/Trauma
Other
Other
Diabetes
no
high
yes
yes
yes
[70-80)
5
73
1
26
1
5
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
2
43
1
26
0
2
2
Missing
Diabetes
Circulatory
Other
no
high
no
yes
yes
[40-50)
7
61
0
17
0
0
0
InternalMedicine
Circulatory
Other
Injury
no
no
no
no
yes
[70-80)
4
71
2
23
0
1
0
InternalMedicine
Other
Digestive
Circulatory
no
high
yes
yes
no
[40-50)
12
25
3
29
0
4
0
Missing
Digestive
Injury
Other
normal
no
no
yes
yes
[90-100)
6
25
1
20
0
1
1
Missing
Diabetes
Other
Other
high
no
no
yes
yes
[80-90)
3
66
0
12
0
1
0
InternalMedicine
Other
Circulatory
Diabetes
no
high
no
yes
no
[60-70)
7
53
0
21
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
6
52
1
15
2
1
0
Missing
Other
Respiratory
Other
no
no
yes
yes
no
[80-90)
2
41
0
7
0
1
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
high
no
yes
no
[60-70)
8
52
3
31
0
0
0
Missing
Diabetes
Other
Other
no
normal
yes
yes
no
[60-70)
3
56
0
12
1
0
0
Missing
Digestive
Diabetes
Other
no
high
yes
yes
yes
[90-100)
3
58
0
9
0
2
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
3
9
1
3
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
6
51
0
24
0
10
3
Missing
Circulatory
Respiratory
Respiratory
high
no
no
yes
yes
[40-50)
1
83
6
24
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
9
62
3
18
0
2
0
Missing
Digestive
Other
Other
no
high
no
yes
no
[50-60)
1
36
0
18
0
4
0
InternalMedicine
Respiratory
Other
Other
no
no
yes
yes
yes
[70-80)
12
52
0
21
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[40-50)
7
80
0
20
0
0
0
Missing
Circulatory
Other
Other
no
normal
no
no
no
[50-60)
1
10
0
9
5
0
0
InternalMedicine
Injury
Circulatory
Other
normal
no
no
yes
yes
[70-80)
4
70
3
14
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
3
46
1
16
0
2
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
3
24
0
13
5
1
0
Missing
Respiratory
Circulatory
Circulatory
normal
no
no
yes
yes
[60-70)
1
18
6
8
2
0
0
Other
Circulatory
Diabetes
Other
no
no
no
yes
yes
[90-100)
3
36
1
12
0
0
0
Missing
Circulatory
Circulatory
Musculoskeletal
no
high
yes
yes
yes
[60-70)
5
9
0
11
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
yes
[50-60)
8
74
2
21
0
0
0
Missing
Digestive
Digestive
Other
no
no
no
yes
yes
[80-90)
13
77
0
18
3
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[40-50)
2
54
0
8
1
0
1
Missing
Diabetes
Other
Other
no
high
no
yes
yes
[50-60)
1
5
2
8
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
2
59
0
10
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
5
65
3
31
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
30
1
15
0
0
0
Other
Other
Diabetes
Other
no
no
no
yes
yes
[70-80)
3
58
0
13
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
2
41
0
20
0
1
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[80-90)
1
34
0
5
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
no
no
no
[80-90)
4
70
0
17
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
5
27
2
14
0
0
0
Emergency/Trauma
Injury
Other
Circulatory
no
no
yes
yes
no
[80-90)
5
57
0
11
0
1
2
Emergency/Trauma
Respiratory
Other
Other
no
no
no
yes
yes
[50-60)
3
43
4
24
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
yes
yes
[90-100)
1
6
0
7
0
0
0
Missing
Respiratory
Circulatory
Digestive
no
no
yes
yes
no
[40-50)
3
30
0
18
0
0
0
Missing
Respiratory
Digestive
Other
no
no
yes
yes
yes
[70-80)
8
68
4
25
0
0
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
no
no
no
no
[70-80)
5
31
2
16
0
0
0
Other
Injury
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
4
26
4
28
0
0
0
Other
Musculoskeletal
Musculoskeletal
Circulatory
no
no
no
yes
no
[50-60)
2
19
2
11
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[50-60)
9
43
0
19
0
2
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
3
22
0
14
0
0
0
Family/GeneralPractice
Respiratory
Other
Injury
normal
no
no
no
no
[70-80)
2
30
0
7
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
2
36
0
5
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
2
47
6
17
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
3
22
1
23
3
0
0
Surgery
Circulatory
Circulatory
Circulatory
normal
no
no
yes
no
[40-50)
4
38
0
17
0
0
0
Missing
Diabetes
Digestive
Other
no
high
yes
yes
no
[40-50)
2
65
0
12
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
1
13
0
6
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
no
no
no
[60-70)
2
1
0
11
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
no
yes
yes
[40-50)
6
46
0
14
0
0
0
Missing
Respiratory
Respiratory
Other
no
high
no
yes
no
[50-60)
4
68
0
25
0
2
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
yes
[80-90)
9
48
0
8
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
no
yes
yes
[50-60)
5
66
3
18
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
3
63
1
16
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
1
52
0
7
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
normal
no
yes
no
[50-60)
1
39
0
7
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
4
35
0
8
0
0
0
Other
Circulatory
Diabetes
Other
no
no
no
yes
no
[40-50)
10
37
3
28
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
7
9
2
4
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
43
0
19
0
1
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
no
yes
yes
[60-70)
1
21
0
6
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
3
50
5
19
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
normal
no
no
yes
[50-60)
2
40
1
29
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
no
[60-70)
5
30
2
20
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
no
[40-50)
3
40
6
22
2
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
3
32
1
12
0
0
0
InternalMedicine
Injury
Circulatory
Diabetes
no
no
no
no
no
[80-90)
12
80
6
30
0
1
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
no
no
yes
[80-90)
2
19
2
16
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
3
65
6
18
0
0
0
Other
Other
Circulatory
Other
no
high
no
yes
yes
[70-80)
7
54
0
10
0
1
0
Other
Other
Diabetes
Other
no
no
yes
yes
yes
[50-60)
1
19
0
9
0
1
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
2
40
6
19
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
2
37
0
15
5
1
2
Missing
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
6
1
1
7
0
0
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
4
77
0
20
0
1
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[60-70)
9
113
2
17
0
1
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
35
0
15
0
1
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
yes
[80-90)
3
41
1
13
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Other
no
no
no
no
no
[80-90)
1
65
1
15
0
0
0
Surgery
Circulatory
Injury
Diabetes
no
no
no
yes
no
[50-60)
9
69
1
19
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
3
39
1
11
0
0
0
Family/GeneralPractice
Other
Diabetes
Digestive
no
high
yes
yes
no
[60-70)
3
1
5
15
0
1
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
no
[40-50)
4
46
6
25
1
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes