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)
3
25
1
25
6
0
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
normal
no
yes
yes
yes
[40-50)
5
45
2
16
0
0
0
Surgery
Digestive
Other
Other
no
normal
no
no
no
[60-70)
7
32
3
13
0
1
0
Surgery
Other
Other
Injury
no
no
no
yes
no
[80-90)
5
69
0
19
2
1
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
yes
yes
no
[60-70)
2
38
6
18
1
0
0
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
1
48
0
11
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
normal
no
yes
no
[80-90)
1
55
0
13
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[50-60)
4
37
2
25
1
1
1
Missing
Diabetes
Musculoskeletal
Other
no
no
yes
yes
yes
[60-70)
6
43
2
9
0
1
0
InternalMedicine
Digestive
Other
Circulatory
no
no
no
no
yes
[40-50)
6
62
2
12
0
0
0
Surgery
Respiratory
Diabetes
Other
no
no
no
no
no
[70-80)
5
67
0
17
0
6
0
InternalMedicine
Diabetes
Circulatory
Other
no
normal
yes
yes
yes
[80-90)
1
1
2
6
2
0
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
yes
[50-60)
6
42
1
30
0
2
0
Cardiology
Injury
Injury
Other
no
no
yes
yes
no
[60-70)
4
7
1
26
0
0
0
Other
Musculoskeletal
Other
Other
no
no
no
no
no
[70-80)
3
4
3
17
0
0
0
Surgery
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
no
[60-70)
6
30
5
22
0
2
0
Missing
Diabetes
Other
Other
no
no
no
no
yes
[50-60)
1
43
2
9
2
0
0
Family/GeneralPractice
Respiratory
Digestive
Other
no
high
no
yes
no
[60-70)
10
56
2
22
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
normal
yes
yes
yes
[70-80)
3
67
0
12
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[80-90)
1
30
4
11
3
1
0
Surgery
Injury
Circulatory
Other
no
no
no
yes
yes
[60-70)
4
49
1
29
0
3
1
Surgery
Digestive
Other
Diabetes
no
high
yes
yes
yes
[70-80)
7
64
5
30
0
0
0
Cardiology
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
59
0
11
0
0
0
Family/GeneralPractice
Other
Digestive
Diabetes
no
no
yes
yes
no
[70-80)
4
44
1
34
0
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
no
[50-60)
2
1
2
5
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
yes
no
[70-80)
4
55
0
22
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
no
yes
no
[60-70)
5
61
2
17
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
5
43
4
26
0
0
0
Other
Circulatory
Injury
Circulatory
no
high
yes
yes
yes
[50-60)
3
44
4
33
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
3
30
3
32
0
0
0
Surgery
Musculoskeletal
Other
Other
no
no
no
no
yes
[60-70)
8
57
0
17
0
0
0
Missing
Respiratory
Respiratory
Digestive
no
no
no
yes
no
[70-80)
2
32
0
6
0
0
0
InternalMedicine
Circulatory
Circulatory
Musculoskeletal
no
no
yes
yes
yes
[70-80)
4
21
1
21
0
0
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[60-70)
11
76
6
39
11
3
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
60
0
15
0
2
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
no
yes
[70-80)
3
67
0
17
3
0
0
Missing
Other
Circulatory
Circulatory
no
high
no
yes
yes
[40-50)
4
49
0
13
0
6
0
Missing
Diabetes
Digestive
Missing
no
no
yes
yes
yes
[40-50)
1
42
0
5
0
0
0
Surgery
Respiratory
Circulatory
Digestive
no
normal
no
no
no
[80-90)
3
60
1
6
4
2
0
Missing
Digestive
Other
Other
no
no
no
no
no
[80-90)
3
26
0
12
3
0
0
Missing
Other
Circulatory
Circulatory
normal
no
no
no
no
[60-70)
14
67
2
26
0
0
0
Missing
Injury
Other
Circulatory
no
high
yes
yes
yes
[60-70)
2
64
2
15
0
0
0
InternalMedicine
Other
Other
Other
no
normal
yes
yes
no
[70-80)
2
4
3
10
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[60-70)
3
7
2
16
1
0
0
Missing
Other
Other
Musculoskeletal
no
no
yes
yes
no
[70-80)
5
36
0
15
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
7
49
1
16
0
0
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
7
51
0
12
1
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[80-90)
4
19
1
16
5
0
1
Missing
Other
Respiratory
Diabetes
high
no
yes
yes
no
[60-70)
3
53
2
35
0
3
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
4
37
1
5
0
0
1
Missing
Other
Diabetes
Other
no
no
no
yes
yes
[50-60)
5
1
0
7
0
0
0
Other
Other
Other
Other
no
no
no
yes
yes
[90-100)
3
58
0
14
2
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
yes
[80-90)
1
26
0
15
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
11
55
2
29
0
2
0
Missing
Injury
Respiratory
Respiratory
no
no
yes
yes
yes
[40-50)
1
37
0
10
0
1
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[80-90)
8
70
2
20
0
1
0
InternalMedicine
Digestive
Other
Respiratory
no
no
no
no
yes
[50-60)
8
52
1
9
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
no
[60-70)
6
62
2
20
1
0
1
Missing
Digestive
Circulatory
Circulatory
no
high
yes
yes
no
[50-60)
4
54
2
32
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
3
37
2
11
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
2
28
1
7
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
yes
[50-60)
1
1
3
18
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
5
17
3
21
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
normal
no
yes
yes
yes
[40-50)
6
65
0
18
0
2
0
InternalMedicine
Digestive
Diabetes
Other
no
no
no
no
yes
[80-90)
2
47
2
8
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Other
no
normal
yes
yes
yes
[50-60)
1
43
1
17
1
1
1
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
1
13
1
12
6
1
1
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[60-70)
1
45
0
13
0
0
0
Missing
Respiratory
Other
Diabetes
no
high
no
yes
no
[80-90)
1
33
0
14
0
1
1
Missing
Circulatory
Other
Other
no
no
no
yes
yes
[70-80)
1
9
1
15
0
0
0
Surgery
Musculoskeletal
Other
Other
no
no
no
yes
yes
[70-80)
2
34
0
16
0
1
3
Missing
Respiratory
Other
Circulatory
no
no
no
no
no
[50-60)
3
38
3
15
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
14
71
0
25
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[40-50)
7
32
1
20
0
1
0
Other
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
5
55
0
14
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
6
39
2
37
0
1
0
Other
Musculoskeletal
Respiratory
Other
no
normal
yes
yes
no
[70-80)
9
45
6
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
4
28
6
9
0
0
0
Emergency/Trauma
Other
Injury
Diabetes
no
no
yes
yes
yes
[60-70)
14
61
1
15
0
1
0
Other
Other
Other
Injury
no
no
no
no
yes
[70-80)
13
57
1
17
0
0
0
Missing
Other
Other
Other
no
no
no
no
yes
[70-80)
2
54
0
4
0
0
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
no
no
no
[80-90)
4
27
1
14
0
2
4
InternalMedicine
Other
Diabetes
Other
no
no
yes
yes
yes
[70-80)
5
55
0
16
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[90-100)
2
35
0
13
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Other
no
high
no
yes
yes
[70-80)
7
30
1
6
0
1
0
Other
Other
Respiratory
Other
no
no
no
no
yes
[60-70)
8
74
6
42
1
0
0
Missing
Circulatory
Other
Other
no
normal
yes
yes
no
[90-100)
4
47
0
7
2
1
0
Missing
Other
Diabetes
Other
no
no
yes
yes
no
[80-90)
4
56
2
22
0
0
1
Missing
Other
Other
Other
no
no
no
yes
yes
[90-100)
4
34
1
19
0
0
0
Family/GeneralPractice
Digestive
Digestive
Musculoskeletal
no
no
no
yes
yes
[70-80)
1
30
2
19
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
63
0
11
0
2
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
no
[80-90)
5
31
0
14
0
1
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
7
64
2
13
0
0
0
Missing
Other
Other
Injury
no
normal
no
yes
yes
[80-90)
7
53
1
20
0
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
no
[70-80)
6
27
0
9
0
0
0
Missing
Circulatory
Diabetes
Other
high
no
no
no
yes
[50-60)
9
50
2
27
1
1
0
Surgery
Digestive
Digestive
Diabetes
no
no
no
no
yes
[70-80)
5
47
1
25
0
0
0
Missing
Injury
Circulatory
Other
no
normal
no
no
no
[70-80)
13
33
0
16
0
2
0
Surgery
Injury
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
2
38
1
25
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
4
38
2
19
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no