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
[40-50)
4
49
1
22
0
1
0
Missing
Injury
Other
Other
no
normal
yes
yes
no
[70-80)
8
49
1
17
0
1
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
2
13
0
14
0
1
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[50-60)
3
63
4
20
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
1
25
5
15
3
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
50
1
21
4
3
1
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[40-50)
4
92
0
25
0
0
0
Surgery
Other
Other
Diabetes
no
high
yes
yes
no
[40-50)
2
1
0
9
0
0
0
Missing
Other
Other
Musculoskeletal
no
no
yes
yes
no
[80-90)
6
67
0
8
0
3
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
6
83
2
18
0
0
0
Missing
Other
Other
Other
no
normal
no
yes
no
[50-60)
3
44
1
10
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
no
no
[60-70)
1
55
1
10
0
0
0
Missing
Diabetes
Digestive
Respiratory
no
no
yes
yes
no
[70-80)
4
50
0
8
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
3
59
1
8
0
1
1
Emergency/Trauma
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
yes
yes
[60-70)
1
31
2
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
11
60
0
23
0
0
1
Emergency/Trauma
Respiratory
Other
Other
no
no
yes
yes
yes
[70-80)
4
43
1
17
0
0
0
Surgery
Other
Other
Circulatory
no
no
yes
yes
yes
[70-80)
8
37
6
18
0
2
1
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
9
44
0
25
0
0
0
Missing
Circulatory
Injury
Injury
no
no
yes
yes
no
[70-80)
7
47
3
19
0
0
0
Other
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
3
71
0
15
0
1
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
3
8
0
12
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[70-80)
11
55
2
21
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
1
18
2
19
0
0
0
Missing
Circulatory
Respiratory
Circulatory
normal
no
no
no
no
[80-90)
1
62
0
5
0
1
1
InternalMedicine
Other
Diabetes
Circulatory
no
no
no
yes
yes
[80-90)
8
70
0
22
0
0
0
Missing
Respiratory
Other
Circulatory
no
high
yes
yes
no
[90-100)
7
58
0
17
0
2
2
Missing
Digestive
Other
Other
no
no
yes
yes
no
[70-80)
6
23
1
19
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
3
46
0
15
0
1
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[80-90)
2
36
0
5
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
no
no
[70-80)
5
49
1
21
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
2
34
0
17
0
1
0
InternalMedicine
Respiratory
Other
Respiratory
no
no
no
yes
no
[50-60)
5
51
3
23
0
1
3
Missing
Other
Other
Other
no
no
no
no
yes
[70-80)
4
27
0
12
0
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
4
45
1
24
3
1
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
3
49
1
11
0
1
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
no
no
yes
[40-50)
1
35
3
8
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
no
no
[60-70)
12
73
5
21
0
2
0
Emergency/Trauma
Other
Other
Digestive
no
normal
yes
yes
no
[70-80)
1
54
0
11
0
0
1
Missing
Other
Respiratory
Other
no
no
no
no
no
[70-80)
5
78
3
17
1
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
6
67
2
24
4
2
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
yes
[60-70)
2
35
3
14
3
0
1
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
4
43
1
20
0
0
0
Other
Other
Other
Other
no
no
yes
yes
no
[80-90)
1
25
0
9
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[40-50)
2
62
0
4
1
3
1
Missing
Injury
Other
Diabetes
no
no
no
no
yes
[60-70)
7
56
0
13
4
0
0
InternalMedicine
Diabetes
Other
Respiratory
no
no
no
no
yes
[80-90)
9
59
3
24
0
1
0
Missing
Digestive
Other
Digestive
no
no
yes
yes
yes
[60-70)
4
49
0
13
0
0
0
InternalMedicine
Other
Other
Respiratory
no
no
no
no
no
[80-90)
3
15
2
21
0
0
0
Missing
Circulatory
Injury
Other
no
no
no
no
yes
[70-80)
2
1
0
7
1
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
1
11
0
7
1
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
3
22
1
30
0
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
4
47
1
12
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
1
65
0
18
0
0
0
Missing
Injury
Other
Diabetes
no
high
yes
yes
no
[70-80)
8
31
1
22
4
0
1
Missing
Respiratory
Diabetes
Digestive
no
no
no
yes
yes
[50-60)
4
34
3
11
0
0
0
Other
Other
Other
Other
no
no
yes
yes
yes
[40-50)
1
4
0
6
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Respiratory
no
high
no
yes
yes
[50-60)
14
45
2
36
0
0
0
Other
Circulatory
Respiratory
Injury
no
no
yes
yes
no
[50-60)
6
70
1
21
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
5
44
3
38
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
2
24
6
20
0
0
0
Missing
Circulatory
Respiratory
Other
high
no
no
yes
no
[70-80)
3
8
2
16
0
0
0
Other
Other
Respiratory
Circulatory
no
no
no
no
yes
[70-80)
1
48
1
16
0
0
0
Missing
Digestive
Other
Other
no
no
no
no
no
[70-80)
5
65
6
26
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[90-100)
3
18
0
17
0
2
0
Missing
Digestive
Respiratory
Other
normal
no
no
no
no
[80-90)
2
2
1
12
0
3
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
2
66
3
27
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
3
25
1
15
0
1
0
Other
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
no
no
[70-80)
1
35
3
10
0
0
0
Surgery
Digestive
Injury
Missing
no
no
yes
yes
no
[60-70)
6
47
0
17
0
1
0
Missing
Respiratory
Other
Diabetes
no
no
no
no
yes
[80-90)
3
63
1
15
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Diabetes
no
high
no
yes
yes
[70-80)
1
13
2
7
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
1
44
0
12
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
5
61
2
17
0
0
0
Emergency/Trauma
Digestive
Diabetes
Circulatory
no
high
yes
yes
yes
[70-80)
2
1
0
15
0
4
0
Missing
Circulatory
Other
Other
no
no
no
no
yes
[60-70)
2
16
3
16
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[60-70)
3
1
0
22
2
2
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[50-60)
3
7
3
15
1
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[50-60)
3
51
1
8
0
1
0
Surgery
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
5
1
4
13
0
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
6
48
4
37
3
1
1
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[70-80)
10
72
5
43
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
yes
yes
yes
[70-80)
8
27
0
10
0
2
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
1
35
1
7
0
0
0
Other
Digestive
Other
Other
no
no
no
yes
no
[50-60)
2
10
0
12
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
1
54
0
16
0
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
high
yes
yes
yes
[70-80)
3
44
0
15
0
1
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
4
44
6
18
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
1
19
0
6
0
1
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
yes
[50-60)
4
40
1
19
0
2
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[50-60)
5
27
1
8
0
0
0
InternalMedicine
Musculoskeletal
Musculoskeletal
Musculoskeletal
no
no
no
yes
no
[40-50)
4
39
5
19
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
high
yes
yes
yes
[70-80)
2
34
0
13
0
3
1
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
1
33
0
10
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
7
49
2
24
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[40-50)
2
38
0
6
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
no
yes
no
[40-50)
2
1
0
8
0
1
2
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
2
64
0
18
0
0
0
InternalMedicine
Circulatory
Other
Respiratory
no
normal
no
yes
yes
[40-50)
1
44
0
19
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
no
yes
yes
yes
[60-70)
1
13
3
11
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no