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)
3
39
0
15
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
50
1
9
0
0
0
Missing
Injury
Other
Other
no
normal
no
no
no
[70-80)
9
51
1
34
0
1
0
Missing
Respiratory
Other
Respiratory
no
no
yes
yes
no
[50-60)
3
50
0
24
0
0
0
Missing
Diabetes
Other
Other
no
no
no
yes
no
[70-80)
6
23
1
8
1
0
0
Other
Other
Other
Digestive
normal
no
no
no
no
[50-60)
1
1
1
15
0
0
0
Other
Other
Other
Diabetes
no
no
no
no
no
[80-90)
8
55
2
33
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
2
86
0
17
0
0
0
Family/GeneralPractice
Digestive
Other
Digestive
no
high
no
yes
no
[70-80)
6
44
1
9
0
5
0
Missing
Other
Other
Diabetes
no
no
no
no
yes
[40-50)
2
32
0
12
0
0
0
Other
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
2
58
0
12
0
0
0
Missing
Other
Respiratory
Other
no
normal
yes
yes
no
[80-90)
5
45
1
8
0
2
1
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
3
46
0
5
0
1
0
Missing
Digestive
Other
Diabetes
no
no
no
no
yes
[70-80)
2
42
2
30
0
1
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
4
2
1
15
1
1
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
1
3
0
8
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
no
no
no
[80-90)
6
44
0
14
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
3
59
0
11
0
0
0
Missing
Circulatory
Musculoskeletal
Respiratory
no
no
no
yes
no
[70-80)
2
44
0
17
1
0
0
Missing
Other
Diabetes
Other
no
no
no
no
yes
[50-60)
4
55
3
13
0
1
0
Other
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
5
35
1
23
0
0
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
2
51
0
11
0
0
0
InternalMedicine
Other
Other
Other
no
high
yes
yes
no
[60-70)
7
38
3
22
0
3
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
4
51
2
5
0
0
0
InternalMedicine
Digestive
Circulatory
Diabetes
normal
no
no
no
yes
[90-100)
3
20
0
13
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
5
77
0
17
2
0
0
Missing
Circulatory
Respiratory
Other
no
high
yes
yes
yes
[60-70)
8
47
0
25
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Respiratory
no
no
yes
yes
yes
[60-70)
5
11
3
2
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
no
yes
[60-70)
1
48
0
11
0
0
1
Cardiology
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
3
51
0
17
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
4
50
1
9
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
normal
no
no
no
[80-90)
5
42
0
17
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
3
2
0
7
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
4
28
2
23
0
2
0
Other
Injury
Other
Circulatory
no
no
no
yes
yes
[50-60)
3
17
0
24
2
1
1
Family/GeneralPractice
Respiratory
Diabetes
Other
high
no
yes
yes
yes
[70-80)
3
35
0
17
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
yes
yes
no
[40-50)
3
45
3
10
0
1
0
Other
Injury
Other
Injury
no
no
no
yes
no
[70-80)
5
3
0
18
0
1
1
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
3
40
1
23
1
6
0
Other
Circulatory
Other
Other
no
no
yes
yes
yes
[60-70)
13
40
2
23
0
3
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
no
[70-80)
3
42
0
14
0
2
1
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
4
25
1
13
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
2
57
0
17
1
0
1
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[90-100)
6
58
4
5
0
0
0
Missing
Digestive
Circulatory
Digestive
no
no
no
no
yes
[90-100)
7
61
3
24
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[60-70)
8
58
0
26
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
1
0
9
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[40-50)
2
70
0
18
0
2
2
Missing
Respiratory
Other
Respiratory
no
no
no
no
yes
[70-80)
2
44
0
9
2
3
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[50-60)
2
48
6
31
0
0
0
Missing
Injury
Circulatory
Respiratory
no
no
no
yes
no
[70-80)
6
43
1
18
1
8
4
Other
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[50-60)
4
44
3
22
0
0
0
Cardiology
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
5
66
1
15
0
0
0
InternalMedicine
Respiratory
Other
Other
no
high
yes
yes
no
[70-80)
11
43
4
42
0
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
yes
yes
no
[70-80)
7
65
3
14
0
0
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[60-70)
7
36
6
31
0
1
0
Other
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
2
49
2
5
0
1
0
Other
Other
Other
Other
no
no
no
no
yes
[60-70)
4
39
3
36
0
1
0
Surgery
Circulatory
Other
Circulatory
no
no
yes
yes
no
[40-50)
3
54
1
21
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
1
10
2
20
0
0
0
Family/GeneralPractice
Other
Other
Respiratory
no
no
yes
yes
no
[80-90)
9
31
1
17
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Other
no
no
no
yes
no
[80-90)
2
50
0
7
1
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[70-80)
2
20
1
8
0
0
0
Cardiology
Circulatory
Diabetes
Respiratory
high
no
yes
yes
no
[80-90)
7
49
0
11
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
2
3
3
12
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
2
27
2
4
0
0
0
Missing
Musculoskeletal
Diabetes
Other
no
high
no
no
no
[60-70)
2
38
0
12
0
1
0
Missing
Circulatory
Other
Other
no
high
no
yes
no
[40-50)
1
43
1
7
0
0
0
Missing
Injury
Diabetes
Circulatory
no
no
no
no
no
[50-60)
4
20
0
12
0
1
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[50-60)
5
41
0
8
0
0
0
Other
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
6
67
1
26
2
2
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
1
35
1
22
0
0
0
Missing
Circulatory
Injury
Other
no
no
no
no
no
[70-80)
14
74
2
35
0
0
1
Missing
Respiratory
Circulatory
Circulatory
no
high
no
yes
yes
[70-80)
5
54
6
42
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
yes
yes
no
[60-70)
1
40
0
15
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Injury
no
no
no
no
no
[70-80)
14
64
0
14
0
2
0
Missing
Other
Other
Other
no
normal
no
yes
no
[80-90)
2
25
2
9
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
7
57
2
14
1
0
0
Missing
Digestive
Other
Other
no
normal
no
no
no
[60-70)
2
18
2
9
3
0
0
Other
Other
Other
Diabetes
no
no
no
no
no
[60-70)
3
70
0
11
0
0
2
InternalMedicine
Respiratory
Other
Other
no
no
no
no
no
[70-80)
7
32
1
34
0
0
1
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
20
3
12
0
0
0
Other
Other
Digestive
Other
no
no
yes
yes
no
[90-100)
4
37
0
5
1
1
0
Missing
Injury
Injury
Other
no
no
no
yes
no
[50-60)
5
48
0
16
0
1
0
Missing
Digestive
Circulatory
Digestive
no
no
no
no
yes
[50-60)
1
54
1
8
0
0
0
Surgery
Digestive
Diabetes
Missing
no
no
yes
yes
no
[40-50)
6
36
0
12
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
no
[60-70)
5
43
0
12
0
1
0
Other
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
9
50
0
26
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
high
yes
yes
no
[40-50)
1
42
0
7
0
0
0
Cardiology
Respiratory
Respiratory
Other
no
no
yes
yes
no
[70-80)
2
32
0
18
0
2
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
yes
[70-80)
3
69
0
9
10
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
3
2
0
8
0
0
0
Other
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
5
60
1
22
0
1
0
InternalMedicine
Digestive
Other
Other
no
no
no
yes
no
[60-70)
4
42
1
14
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
3
38
3
7
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
yes
yes
no
[60-70)
4
61
0
13
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
5
67
0
12
0
0
0
InternalMedicine
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
5
55
3
16
0
2
1
Missing
Digestive
Other
Other
no
no
yes
yes
no
[50-60)
4
75
6
33
0
0
1
Missing
Digestive
Other
Other
no
no
yes
yes
no
[70-80)
3
48
0
14
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no