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
[70-80)
6
60
1
21
0
1
0
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
4
57
2
11
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
9
20
1
5
0
1
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
no
no
no
[70-80)
7
77
2
24
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
yes
no
[50-60)
3
60
0
22
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
high
yes
yes
yes
[40-50)
5
46
6
15
0
8
10
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
9
23
2
13
0
3
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
6
50
3
7
0
0
0
Emergency/Trauma
Digestive
Other
Diabetes
no
no
yes
yes
no
[50-60)
3
31
1
23
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
no
no
[50-60)
3
35
1
7
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
3
41
3
16
0
1
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
no
[70-80)
3
50
2
9
0
0
0
Missing
Digestive
Digestive
Digestive
no
normal
no
no
no
[70-80)
7
49
2
17
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
1
39
1
19
1
2
0
Surgery
Injury
Circulatory
Other
no
no
no
no
yes
[70-80)
1
38
5
8
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
no
no
no
[50-60)
1
48
0
16
8
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
2
46
0
3
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
2
31
2
23
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
yes
yes
no
[70-80)
10
46
0
4
0
0
0
Other
Other
Diabetes
Other
no
high
yes
yes
no
[50-60)
5
59
3
23
0
1
0
Family/GeneralPractice
Other
Respiratory
Other
no
no
yes
yes
no
[70-80)
12
43
0
26
0
0
0
Other
Respiratory
Circulatory
Digestive
no
no
yes
yes
yes
[60-70)
1
34
0
5
0
2
0
Cardiology
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
4
41
3
19
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
5
41
0
18
0
1
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
yes
[80-90)
4
43
0
16
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
3
16
0
9
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
2
19
6
17
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
4
39
0
16
0
0
0
Missing
Respiratory
Circulatory
Other
no
normal
no
yes
no
[80-90)
4
49
0
12
3
1
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[80-90)
4
48
0
23
1
5
1
Missing
Respiratory
Circulatory
Diabetes
high
no
no
yes
yes
[70-80)
2
62
0
28
1
2
2
Missing
Diabetes
Digestive
Other
no
no
yes
yes
yes
[60-70)
12
40
3
25
0
3
2
Missing
Respiratory
Other
Other
no
no
no
no
no
[70-80)
1
31
0
1
0
1
0
Emergency/Trauma
Other
Other
Other
no
no
no
no
yes
[60-70)
3
44
0
21
1
3
0
InternalMedicine
Respiratory
Musculoskeletal
Diabetes
no
no
no
yes
yes
[40-50)
3
41
1
7
0
0
0
InternalMedicine
Diabetes
Other
Missing
normal
no
yes
yes
no
[60-70)
8
44
2
47
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
5
49
2
22
0
0
0
Other
Musculoskeletal
Respiratory
Other
no
no
no
yes
no
[70-80)
8
45
4
27
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
40
0
11
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[50-60)
6
44
1
21
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
no
[80-90)
7
43
2
11
0
0
0
Emergency/Trauma
Digestive
Musculoskeletal
Other
no
no
no
no
no
[90-100)
2
21
0
14
0
5
0
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[70-80)
5
49
0
15
0
1
0
Other
Diabetes
Other
Other
no
no
yes
yes
no
[80-90)
3
1
1
12
3
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
2
22
1
14
0
0
0
Missing
Diabetes
Other
Respiratory
normal
no
no
no
no
[40-50)
3
50
1
13
0
1
0
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
4
49
0
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
4
66
1
10
0
0
0
InternalMedicine
Other
Other
Diabetes
no
high
no
no
no
[60-70)
4
2
4
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
7
30
1
15
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
5
45
2
14
0
0
0
Surgery
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
4
57
1
25
0
0
0
Surgery
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
6
23
0
7
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
normal
no
no
no
[70-80)
5
22
0
18
1
1
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[50-60)
6
52
1
15
0
0
0
Emergency/Trauma
Other
Other
Other
no
high
yes
yes
no
[60-70)
1
17
1
19
1
0
0
Other
Injury
Diabetes
Other
normal
no
yes
yes
no
[80-90)
2
19
0
15
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
no
[70-80)
1
37
6
10
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[40-50)
4
37
1
15
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[50-60)
6
54
0
11
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
normal
yes
yes
no
[80-90)
7
54
3
24
0
0
0
Emergency/Trauma
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
9
48
3
39
1
2
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
62
0
15
2
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[60-70)
6
45
1
23
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
yes
yes
no
[40-50)
1
55
0
10
3
2
0
Emergency/Trauma
Injury
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
9
86
3
30
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
6
55
2
27
0
0
1
Missing
Injury
Injury
Injury
no
no
no
yes
yes
[60-70)
10
52
1
28
1
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[50-60)
4
53
2
27
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[70-80)
2
55
0
6
0
1
0
InternalMedicine
Respiratory
Other
Other
no
no
no
no
no
[50-60)
13
36
3
14
0
1
0
Missing
Digestive
Digestive
Digestive
no
no
yes
yes
yes
[40-50)
2
1
2
18
0
0
0
Missing
Digestive
Other
Respiratory
no
no
no
no
no
[60-70)
5
54
0
19
0
0
0
Missing
Other
Musculoskeletal
Other
no
no
no
yes
no
[50-60)
4
52
4
49
0
1
0
Surgery
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
6
47
6
20
0
1
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[80-90)
5
54
0
13
3
0
0
InternalMedicine
Circulatory
Other
Other
no
no
no
yes
yes
[80-90)
7
53
0
23
0
0
0
InternalMedicine
Musculoskeletal
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
4
4
0
17
0
1
0
Missing
Digestive
Musculoskeletal
Other
no
no
yes
yes
no
[80-90)
1
2
0
11
0
0
0
Missing
Diabetes
Circulatory
Other
no
high
yes
yes
yes
[70-80)
1
1
6
23
0
0
0
Missing
Circulatory
Injury
Circulatory
no
no
yes
yes
yes
[80-90)
14
40
1
20
0
5
0
InternalMedicine
Other
Musculoskeletal
Other
no
normal
no
yes
no
[60-70)
2
12
4
13
0
0
0
Other
Other
Other
Diabetes
no
no
yes
yes
no
[60-70)
4
9
2
22
1
1
0
Missing
Musculoskeletal
Other
Other
no
no
no
yes
no
[40-50)
2
1
0
6
0
0
0
Emergency/Trauma
Diabetes
Other
Missing
no
no
yes
yes
no
[80-90)
3
39
2
25
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
yes
no
[70-80)
4
29
0
10
0
0
0
Missing
Musculoskeletal
Diabetes
Missing
no
no
yes
yes
no
[60-70)
7
61
0
22
0
3
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
6
1
0
12
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[40-50)
3
55
4
14
0
0
0
Surgery
Injury
Other
Other
no
no
no
no
no
[80-90)
7
53
0
33
0
1
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
yes
yes
no
[60-70)
11
60
2
18
1
1
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[50-60)
3
36
1
9
4
0
0
Missing
Other
Other
Other
no
no
no
no
no
[70-80)
2
30
0
12
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
1
39
0
5
0
0
0
Missing
Respiratory
Musculoskeletal
Circulatory
no
no
no
no
no
[70-80)
5
67
3
24
1
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
3
30
3
33
0
0
0
Surgery
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[80-90)
7
57
0
14
3
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
4
78
1
19
0
0
0
Missing
Digestive
Other
Digestive
no
no
no
yes
no
[70-80)
5
63
5
15
0
0
0
InternalMedicine
Digestive
Circulatory
Diabetes
no
normal
no
yes
no
[90-100)
3
54
0
12
0
0
0
Missing
Diabetes
Other
Other
no
no
no
no
no