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)
4
11
2
16
0
0
0
Other
Other
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
5
61
0
17
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
5
47
0
30
0
1
0
Cardiology
Other
Other
Circulatory
no
no
yes
yes
yes
[50-60)
2
38
1
16
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
no
[40-50)
6
63
4
22
0
0
0
Other
Musculoskeletal
Other
Injury
no
no
yes
yes
yes
[60-70)
3
46
1
9
0
0
0
InternalMedicine
Digestive
Circulatory
Diabetes
no
no
no
no
no
[60-70)
2
31
0
15
0
3
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
3
25
0
14
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
high
no
no
no
no
[50-60)
4
36
0
13
0
0
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
yes
yes
no
[60-70)
13
69
0
17
0
4
0
Missing
Other
Circulatory
Circulatory
no
high
no
no
yes
[70-80)
4
64
1
22
1
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[70-80)
2
52
0
14
0
0
0
Missing
Injury
Injury
Respiratory
no
no
yes
yes
no
[60-70)
1
39
6
14
1
1
0
Other
Circulatory
Other
Diabetes
no
no
no
no
no
[70-80)
9
59
1
32
0
0
0
Other
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
2
51
3
23
2
2
0
Missing
Digestive
Circulatory
Digestive
no
no
no
no
yes
[50-60)
3
32
0
18
0
1
0
Other
Injury
Digestive
Diabetes
no
no
yes
yes
yes
[50-60)
4
76
6
22
0
1
0
InternalMedicine
Respiratory
Diabetes
Other
no
normal
no
yes
yes
[90-100)
5
57
1
3
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
no
[80-90)
11
58
4
19
0
1
0
Missing
Circulatory
Injury
Other
no
no
no
no
yes
[50-60)
4
44
3
20
0
1
0
Surgery
Digestive
Other
Circulatory
no
no
no
yes
no
[50-60)
2
52
4
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
3
59
3
14
0
0
0
Other
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
2
36
0
10
0
0
0
Missing
Diabetes
Respiratory
Circulatory
no
no
no
yes
no
[90-100)
3
28
0
10
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Other
no
no
no
no
no
[60-70)
9
65
0
12
0
0
0
InternalMedicine
Diabetes
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
62
0
11
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
7
72
0
13
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Other
no
no
no
no
yes
[80-90)
4
66
0
14
0
0
1
Emergency/Trauma
Diabetes
Other
Other
no
no
no
yes
yes
[80-90)
4
38
2
16
0
2
1
Missing
Digestive
Digestive
Circulatory
no
no
no
yes
no
[60-70)
1
11
2
11
0
1
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[70-80)
1
44
0
13
0
1
0
Cardiology
Respiratory
Digestive
Other
no
no
no
no
no
[60-70)
4
33
0
14
0
0
0
Surgery
Other
Other
Circulatory
no
no
no
yes
yes
[60-70)
4
57
3
16
0
0
0
Missing
Digestive
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
5
61
1
20
0
2
0
InternalMedicine
Respiratory
Digestive
Circulatory
high
no
no
yes
yes
[40-50)
2
59
1
14
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
7
44
0
15
3
0
0
Missing
Respiratory
Respiratory
Other
no
high
yes
yes
yes
[60-70)
3
22
1
15
0
0
0
Other
Musculoskeletal
Respiratory
Other
no
no
no
no
no
[70-80)
3
59
0
9
0
6
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
3
52
0
7
0
1
0
Missing
Other
Other
Circulatory
normal
no
no
no
no
[60-70)
8
42
1
27
0
6
0
Other
Other
Other
Other
no
no
yes
yes
yes
[50-60)
3
58
0
8
0
2
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
4
4
2
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
2
66
0
12
0
1
0
Cardiology
Circulatory
Other
Other
no
no
no
yes
yes
[50-60)
3
52
0
10
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Diabetes
no
high
yes
yes
no
[60-70)
2
21
6
21
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[90-100)
5
57
0
12
0
7
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
8
55
2
14
0
0
0
Missing
Diabetes
Other
Digestive
no
no
no
no
no
[40-50)
5
80
2
14
0
0
0
Other
Digestive
Other
Other
no
no
yes
yes
yes
[50-60)
12
65
5
16
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
no
yes
[60-70)
4
37
0
13
0
1
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
no
[50-60)
3
43
5
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[40-50)
2
35
0
12
0
2
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[80-90)
2
44
0
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
8
38
1
14
0
0
0
Surgery
Injury
Other
Other
no
no
no
yes
yes
[70-80)
5
62
0
21
3
1
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
yes
[60-70)
10
45
3
22
0
0
0
Missing
Other
Other
Digestive
no
no
no
no
yes
[60-70)
2
69
0
23
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[60-70)
9
76
4
30
0
1
0
Missing
Digestive
Other
Other
no
no
yes
yes
no
[70-80)
1
8
1
12
0
1
0
Missing
Circulatory
Other
Diabetes
no
no
no
no
yes
[60-70)
1
31
1
10
4
2
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
yes
[60-70)
3
1
0
10
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
7
45
1
14
0
1
0
Surgery
Other
Other
Respiratory
no
no
no
yes
yes
[70-80)
3
58
0
8
0
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
no
no
no
[80-90)
4
53
1
21
0
0
0
Other
Injury
Circulatory
Other
no
normal
no
yes
no
[50-60)
1
1
1
5
5
0
0
Surgery
Other
Circulatory
Respiratory
no
no
no
no
yes
[40-50)
6
65
4
20
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
no
no
[60-70)
4
69
3
19
0
0
1
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[50-60)
1
19
0
7
0
1
0
Family/GeneralPractice
Diabetes
Circulatory
Circulatory
high
no
yes
yes
no
[40-50)
7
68
1
17
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
4
41
2
15
0
1
0
Family/GeneralPractice
Other
Circulatory
Circulatory
no
no
no
no
yes
[90-100)
13
60
0
21
0
1
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[50-60)
14
67
6
33
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
5
67
2
17
0
0
0
Other
Digestive
Other
Digestive
no
no
no
yes
yes
[40-50)
6
60
0
8
0
2
0
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
7
1
0
10
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[50-60)
2
34
0
7
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[90-100)
8
64
0
17
7
3
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
36
0
13
0
0
0
Missing
Respiratory
Digestive
Other
no
no
no
no
no
[50-60)
6
66
1
38
0
0
0
Missing
Other
Circulatory
Diabetes
no
normal
no
yes
yes
[70-80)
3
31
1
22
0
0
0
Surgery
Musculoskeletal
Diabetes
Musculoskeletal
no
no
yes
yes
yes
[40-50)
4
46
0
10
0
2
0
InternalMedicine
Respiratory
Respiratory
Diabetes
normal
high
no
no
yes
[50-60)
3
22
3
15
2
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[80-90)
9
1
0
10
0
1
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[40-50)
5
50
0
17
1
3
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
3
65
0
19
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
no
yes
[90-100)
6
75
0
19
0
5
0
InternalMedicine
Other
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
4
74
0
6
0
1
0
Missing
Other
Digestive
Other
no
no
no
no
no
[70-80)
3
52
0
12
0
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
no
[50-60)
12
75
3
36
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
3
42
2
13
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[80-90)
1
37
0
13
0
0
0
Missing
Other
Other
Respiratory
no
no
yes
yes
no
[70-80)
8
54
3
31
0
0
0
Missing
Digestive
Diabetes
Respiratory
no
no
yes
yes
no
[80-90)
1
40
6
11
1
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
3
2
2
16
0
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
6
40
0
13
0
0
0
InternalMedicine
Digestive
Respiratory
Digestive
no
no
no
no
yes
[50-60)
7
72
6
43
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[70-80)
6
49
0
12
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[70-80)
4
40
4
20
0
0
1
Surgery
Respiratory
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
1
12
0
6
0
0
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
yes
yes
no
[40-50)
1
28
1
15
0
0
0
Other
Other
Other
Circulatory
no
no
no
yes
no