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
[60-70)
2
38
0
6
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
no
[70-80)
6
35
2
23
4
0
0
Surgery
Other
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
6
63
2
16
0
0
0
Surgery
Digestive
Digestive
Respiratory
no
no
yes
yes
no
[60-70)
3
56
1
19
0
0
0
Cardiology
Respiratory
Respiratory
Circulatory
no
no
no
no
yes
[50-60)
3
41
6
20
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
2
9
0
9
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[80-90)
10
46
0
24
0
1
0
Missing
Other
Musculoskeletal
Circulatory
no
no
yes
yes
yes
[80-90)
1
28
2
16
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
1
37
6
15
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
2
15
0
13
2
1
1
Missing
Other
Injury
Other
normal
no
yes
yes
no
[50-60)
1
2
0
1
0
0
0
Missing
Respiratory
Circulatory
Digestive
no
no
no
no
yes
[80-90)
7
49
1
21
3
1
1
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
3
41
0
16
0
2
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[60-70)
9
86
6
23
3
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
3
35
2
19
0
0
0
Other
Other
Other
Respiratory
no
no
yes
yes
yes
[60-70)
2
18
2
20
1
0
0
Other
Injury
Circulatory
Other
normal
no
yes
yes
no
[80-90)
4
37
0
17
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[80-90)
8
52
1
10
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
8
59
0
8
0
0
0
Family/GeneralPractice
Digestive
Respiratory
Circulatory
no
no
no
no
yes
[60-70)
7
47
1
19
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[80-90)
8
55
1
10
0
0
0
InternalMedicine
Respiratory
Other
Respiratory
no
normal
no
no
yes
[70-80)
4
30
2
17
3
0
0
Missing
Injury
Other
Other
no
no
yes
yes
no
[80-90)
3
46
0
11
3
3
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[70-80)
13
80
6
38
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
12
50
1
24
0
4
0
Missing
Other
Diabetes
Other
no
no
no
no
no
[80-90)
4
35
0
13
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Other
no
no
no
yes
no
[70-80)
3
37
2
20
4
0
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
7
55
2
18
0
0
0
Family/GeneralPractice
Injury
Circulatory
Other
no
no
no
yes
no
[80-90)
5
18
0
16
6
0
1
Other
Other
Other
Other
normal
no
yes
yes
no
[60-70)
7
53
2
53
0
2
0
Cardiology
Circulatory
Injury
Other
no
no
yes
yes
yes
[70-80)
7
46
6
49
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
3
48
0
8
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
no
[70-80)
5
61
0
7
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[40-50)
5
44
0
15
0
2
2
Missing
Injury
Other
Other
no
normal
yes
yes
no
[50-60)
5
23
2
17
0
0
0
Surgery
Digestive
Circulatory
Diabetes
normal
no
no
yes
no
[50-60)
5
56
3
15
7
1
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
1
4
2
20
1
11
4
Emergency/Trauma
Injury
Circulatory
Other
no
no
no
no
yes
[50-60)
2
19
0
16
0
0
0
Cardiology
Circulatory
Diabetes
Missing
high
no
yes
yes
no
[80-90)
3
30
0
10
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
7
51
0
16
0
1
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
10
61
1
15
0
0
0
InternalMedicine
Digestive
Other
Respiratory
no
no
yes
yes
yes
[70-80)
1
69
0
14
0
2
0
InternalMedicine
Other
Circulatory
Other
no
no
no
no
no
[60-70)
2
49
1
12
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
yes
yes
no
[80-90)
3
10
0
27
0
0
0
Missing
Respiratory
Other
Other
high
no
yes
yes
yes
[60-70)
3
43
6
18
0
0
0
Other
Circulatory
Diabetes
Circulatory
no
high
no
yes
no
[50-60)
1
45
1
17
0
3
3
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[80-90)
6
3
0
13
2
3
0
Family/GeneralPractice
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
11
34
4
36
1
0
0
InternalMedicine
Musculoskeletal
Other
Circulatory
no
no
no
no
no
[70-80)
4
14
1
21
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
no
[70-80)
4
29
1
16
2
1
2
Missing
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
4
31
0
11
1
0
0
Surgery
Digestive
Musculoskeletal
Other
no
no
no
no
yes
[70-80)
3
43
2
5
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
no
yes
no
[40-50)
3
53
0
7
0
5
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[50-60)
6
42
0
17
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
1
27
0
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
no
yes
yes
[80-90)
4
19
0
18
1
2
0
Missing
Circulatory
Respiratory
Circulatory
normal
no
yes
yes
no
[80-90)
2
41
1
10
0
2
0
Other
Injury
Other
Circulatory
no
no
no
no
yes
[50-60)
4
43
0
8
0
1
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[90-100)
5
49
2
22
3
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[60-70)
5
16
1
18
1
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
normal
no
yes
yes
yes
[90-100)
5
57
0
9
0
0
0
Emergency/Trauma
Circulatory
Other
Other
no
no
yes
yes
no
[80-90)
1
11
0
8
0
0
0
Cardiology
Digestive
Circulatory
Musculoskeletal
normal
no
no
no
no
[60-70)
8
86
2
28
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
high
yes
yes
yes
[50-60)
4
35
3
8
1
0
0
Other
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
10
0
13
21
2
1
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
5
45
0
16
2
0
0
Other
Respiratory
Respiratory
Other
no
no
yes
yes
no
[40-50)
3
41
1
2
0
0
0
Missing
Other
Diabetes
Respiratory
normal
no
no
yes
no
[60-70)
3
48
0
15
0
2
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
2
10
0
13
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
4
17
4
7
0
0
0
Emergency/Trauma
Digestive
Other
Digestive
no
no
no
no
no
[40-50)
2
44
1
15
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Other
no
high
yes
yes
no
[40-50)
5
69
0
23
0
1
0
InternalMedicine
Diabetes
Other
Other
no
high
no
yes
yes
[50-60)
2
26
0
13
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
no
[50-60)
4
65
1
11
0
0
1
Missing
Other
Other
Other
no
normal
yes
yes
yes
[60-70)
8
31
6
24
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
no
yes
no
[60-70)
7
44
0
27
4
3
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[60-70)
1
26
1
6
0
0
0
InternalMedicine
Digestive
Diabetes
Missing
no
no
no
no
no
[40-50)
3
45
0
18
0
1
1
InternalMedicine
Respiratory
Other
Other
no
no
no
yes
no
[50-60)
4
66
1
11
0
0
0
Family/GeneralPractice
Digestive
Digestive
Other
no
no
no
yes
yes
[60-70)
1
42
0
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
10
7
0
6
0
0
0
Missing
Other
Diabetes
Other
no
no
no
yes
no
[80-90)
2
41
0
14
0
1
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
1
1
1
6
0
2
0
Other
Digestive
Respiratory
Circulatory
no
no
no
no
yes
[80-90)
9
48
0
17
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
5
51
3
55
0
2
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
4
46
0
8
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
6
26
0
23
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
5
42
2
10
0
0
0
Surgery
Digestive
Digestive
Circulatory
no
no
no
no
yes
[80-90)
14
68
0
17
2
0
0
Missing
Respiratory
Respiratory
Circulatory
no
high
yes
yes
yes
[50-60)
1
16
0
9
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
3
55
0
12
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
no
[60-70)
6
36
0
24
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
high
yes
yes
no
[80-90)
8
49
0
22
0
2
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
13
42
6
27
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
3
2
0
17
1
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
5
40
1
9
0
0
0
Missing
Respiratory
Respiratory
Injury
no
no
yes
yes
no
[50-60)
1
10
5
17
0
1
0
Missing
Injury
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
2
39
0
11
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
no
[60-70)
7
1
6
12
0
1
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
1
29
6
9
1
0
0
Other
Injury
Other
Circulatory
no
no
no
no
yes