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)
9
64
3
16
0
0
0
Surgery
Injury
Circulatory
Circulatory
no
no
no
no
no
[90-100)
4
25
3
10
1
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
4
1
2
12
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
yes
yes
no
[50-60)
2
49
1
7
0
0
0
Surgery
Digestive
Diabetes
Other
no
high
no
no
yes
[70-80)
4
30
0
16
0
1
4
Missing
Other
Other
Digestive
no
no
no
no
yes
[50-60)
5
62
0
4
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
high
no
yes
no
[80-90)
1
6
6
6
0
0
0
Other
Circulatory
Diabetes
Other
no
no
no
no
no
[70-80)
1
32
0
4
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
4
48
2
28
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Other
no
no
no
yes
yes
[80-90)
9
36
0
9
0
0
0
Other
Injury
Diabetes
Musculoskeletal
no
no
yes
yes
no
[70-80)
1
34
5
4
0
0
0
Cardiology
Circulatory
Other
Other
no
no
no
no
no
[70-80)
6
62
0
8
2
0
0
Missing
Injury
Injury
Other
no
no
yes
yes
yes
[70-80)
7
54
3
25
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
5
59
0
15
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[80-90)
2
39
3
7
0
1
0
Missing
Digestive
Circulatory
Other
no
no
no
no
yes
[40-50)
4
10
2
14
0
3
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
yes
[70-80)
3
32
2
37
0
0
0
Other
Musculoskeletal
Respiratory
Other
no
no
yes
yes
yes
[60-70)
2
41
0
7
0
0
0
Missing
Respiratory
Musculoskeletal
Diabetes
no
no
no
no
no
[50-60)
13
48
1
27
0
0
1
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[60-70)
1
37
0
14
0
2
1
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
10
41
1
31
0
3
3
InternalMedicine
Digestive
Circulatory
Other
no
no
yes
yes
no
[50-60)
12
45
3
38
1
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[50-60)
11
17
0
18
0
1
0
Other
Other
Other
Other
no
no
yes
yes
yes
[40-50)
4
88
1
16
0
2
2
Family/GeneralPractice
Diabetes
Other
Other
no
no
no
yes
yes
[70-80)
2
51
5
22
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
9
72
2
26
0
0
0
Missing
Other
Other
Musculoskeletal
no
no
yes
yes
no
[70-80)
3
58
0
16
1
1
0
Missing
Other
Other
Other
no
no
no
no
yes
[60-70)
3
30
0
16
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[80-90)
9
45
0
6
0
0
0
Missing
Musculoskeletal
Diabetes
Other
no
no
no
no
no
[80-90)
3
60
0
14
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
normal
no
no
yes
yes
[40-50)
3
10
0
13
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[40-50)
2
51
1
15
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
9
71
3
12
0
3
0
Missing
Other
Circulatory
Other
no
no
no
no
yes
[60-70)
4
22
3
22
0
1
0
InternalMedicine
Other
Digestive
Other
no
no
yes
yes
no
[60-70)
8
35
1
20
0
1
2
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[60-70)
8
24
5
11
0
0
0
Surgery
Digestive
Digestive
Digestive
normal
no
no
yes
yes
[80-90)
2
41
1
15
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
yes
no
[60-70)
3
77
3
20
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
3
53
0
10
0
0
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
yes
yes
no
[40-50)
1
52
0
14
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Other
no
no
no
yes
no
[90-100)
2
63
0
11
0
1
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
4
37
3
21
0
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[70-80)
1
40
0
10
3
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[80-90)
1
50
1
15
0
0
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
no
[70-80)
2
32
1
20
0
1
0
Missing
Injury
Other
Diabetes
no
no
no
yes
no
[70-80)
3
33
1
13
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
yes
yes
[40-50)
9
38
2
25
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
yes
yes
no
[80-90)
3
63
0
23
1
7
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
2
37
2
8
0
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[70-80)
3
10
0
9
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
1
50
1
15
0
4
2
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[70-80)
9
79
4
38
0
1
1
Missing
Circulatory
Other
Respiratory
no
no
no
yes
no
[40-50)
2
51
0
7
0
0
0
InternalMedicine
Digestive
Respiratory
Other
no
no
no
no
no
[50-60)
7
36
2
28
0
0
0
Cardiology
Respiratory
Respiratory
Diabetes
no
no
yes
yes
no
[70-80)
2
22
2
23
4
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
4
23
0
12
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Other
no
no
no
no
no
[50-60)
6
45
3
26
1
6
1
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
no
no
yes
[50-60)
2
19
1
18
1
2
0
Missing
Circulatory
Other
Circulatory
high
no
yes
yes
no
[50-60)
1
19
6
13
0
1
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
5
56
0
21
0
0
1
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
5
41
6
19
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
high
no
no
no
[70-80)
5
32
2
18
0
3
1
Surgery
Diabetes
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
1
40
1
12
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
yes
yes
no
[80-90)
5
35
1
21
0
1
0
Other
Other
Circulatory
Digestive
no
no
yes
yes
yes
[50-60)
4
26
0
12
0
0
0
Missing
Other
Digestive
Circulatory
no
no
no
yes
yes
[70-80)
6
37
1
18
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[70-80)
11
38
0
18
0
0
0
Missing
Other
Other
Musculoskeletal
no
no
no
yes
no
[70-80)
8
52
2
17
0
1
1
Surgery
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
6
80
2
19
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
5
64
0
15
5
3
8
Emergency/Trauma
Digestive
Digestive
Diabetes
no
no
yes
yes
yes
[80-90)
5
65
4
18
2
1
1
Other
Digestive
Other
Other
no
high
yes
yes
yes
[70-80)
1
45
0
6
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
7
40
0
21
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
no
yes
yes
[50-60)
2
37
6
24
0
0
0
Other
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
4
46
1
15
1
0
2
Family/GeneralPractice
Respiratory
Respiratory
Other
no
no
yes
yes
no
[50-60)
3
44
1
20
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[90-100)
5
41
1
17
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[70-80)
5
43
1
15
0
0
0
Missing
Diabetes
Respiratory
Musculoskeletal
no
no
no
yes
no
[60-70)
1
32
0
8
0
0
0
Cardiology
Respiratory
Diabetes
Missing
no
no
yes
yes
no
[70-80)
1
23
0
5
2
0
1
Missing
Other
Other
Other
normal
no
no
no
yes
[70-80)
5
52
0
17
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Diabetes
no
no
no
no
no
[80-90)
2
62
4
22
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
6
52
3
58
0
0
0
Surgery
Circulatory
Injury
Circulatory
no
no
yes
yes
no
[60-70)
6
38
2
31
0
1
0
Other
Circulatory
Circulatory
Other
no
normal
yes
yes
yes
[60-70)
4
22
1
24
0
0
0
Surgery
Musculoskeletal
Diabetes
Respiratory
no
no
yes
yes
no
[70-80)
3
56
5
8
0
0
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
high
no
yes
no
[50-60)
7
76
4
24
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[60-70)
3
79
0
18
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
no
[40-50)
3
42
4
15
0
0
0
Other
Other
Other
Other
no
no
no
no
yes
[70-80)
7
72
6
52
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
6
40
0
16
2
0
0
Missing
Respiratory
Diabetes
Other
high
no
no
no
yes
[80-90)
4
23
0
5
0
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[60-70)
1
31
6
11
0
0
0
Other
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
3
6
0
6
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[60-70)
2
42
0
13
0
0
1
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[60-70)
6
70
5
21
0
1
6
InternalMedicine
Other
Respiratory
Other
no
normal
yes
yes
no
[70-80)
2
55
0
15
0
1
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
5
51
0
21
1
2
1
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
6
60
0
20
1
5
0
Other
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
7
47
2
21
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes