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)
1
63
0
6
0
1
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[80-90)
5
62
0
16
0
0
0
InternalMedicine
Musculoskeletal
Respiratory
Circulatory
no
no
yes
yes
yes
[40-50)
4
14
0
7
0
1
0
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
yes
[70-80)
11
41
2
19
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
yes
[50-60)
3
27
0
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
2
67
0
11
0
0
0
Missing
Other
Other
Circulatory
no
normal
no
yes
no
[60-70)
1
36
3
32
0
1
0
Surgery
Musculoskeletal
Musculoskeletal
Musculoskeletal
no
no
no
no
no
[70-80)
3
53
0
12
0
1
0
Missing
Digestive
Other
Circulatory
no
no
yes
yes
yes
[70-80)
2
38
3
6
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
1
40
5
12
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
high
no
yes
no
[60-70)
13
60
2
23
2
1
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
12
35
1
8
1
1
0
Emergency/Trauma
Other
Other
Other
no
no
no
no
no
[60-70)
2
22
0
11
3
3
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
43
2
10
0
0
0
InternalMedicine
Digestive
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
44
0
7
0
0
0
Cardiology
Musculoskeletal
Circulatory
Musculoskeletal
no
no
no
no
no
[60-70)
6
54
0
14
0
0
0
Other
Other
Other
Respiratory
no
no
no
no
no
[90-100)
4
61
0
16
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
5
30
2
13
1
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
1
25
4
10
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
no
[90-100)
2
1
0
5
0
0
0
Emergency/Trauma
Other
Other
Musculoskeletal
no
no
no
no
no
[60-70)
1
19
6
25
0
0
0
Other
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[40-50)
4
66
0
8
0
0
0
InternalMedicine
Other
Other
Diabetes
high
no
yes
yes
yes
[70-80)
5
48
2
10
0
6
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
yes
[70-80)
2
26
6
20
1
0
0
Other
Injury
Injury
Circulatory
no
no
yes
yes
no
[70-80)
3
41
2
17
0
0
0
Family/GeneralPractice
Digestive
Other
Digestive
no
no
yes
yes
yes
[40-50)
4
43
0
22
0
1
0
Missing
Digestive
Other
Other
no
no
yes
yes
yes
[50-60)
4
27
1
16
0
0
0
Other
Digestive
Other
Circulatory
no
no
no
no
no
[40-50)
1
40
0
18
0
0
0
InternalMedicine
Circulatory
Injury
Other
no
no
no
yes
yes
[60-70)
3
21
0
14
0
0
0
Other
Other
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
7
52
2
13
0
0
0
Missing
Injury
Other
Other
no
no
no
yes
yes
[70-80)
9
17
0
19
0
0
0
Missing
Circulatory
Other
Other
high
no
yes
yes
no
[60-70)
3
1
1
22
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
1
30
0
16
1
3
0
Missing
Circulatory
Musculoskeletal
Other
no
no
yes
yes
yes
[70-80)
1
1
1
14
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[80-90)
2
7
0
11
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[50-60)
1
26
3
18
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
3
27
0
15
0
2
2
Missing
Respiratory
Respiratory
Musculoskeletal
no
no
yes
yes
yes
[50-60)
2
35
2
9
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[50-60)
8
57
1
25
0
1
0
Missing
Other
Injury
Other
no
no
yes
yes
yes
[60-70)
9
49
1
21
0
0
0
Other
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
4
2
0
13
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
1
37
1
24
0
0
0
Other
Musculoskeletal
Other
Musculoskeletal
no
no
yes
yes
no
[80-90)
13
66
2
32
1
0
0
Missing
Other
Circulatory
Digestive
no
no
no
no
yes
[70-80)
3
1
1
13
5
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[40-50)
6
38
4
16
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
7
24
1
17
0
1
1
Other
Other
Other
Circulatory
no
no
yes
yes
yes
[60-70)
6
39
1
15
0
1
1
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
33
0
3
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
yes
[60-70)
2
45
2
16
4
0
1
Missing
Digestive
Other
Digestive
no
normal
no
yes
yes
[70-80)
5
28
0
18
0
1
0
Emergency/Trauma
Respiratory
Respiratory
Other
no
no
no
yes
yes
[60-70)
8
46
0
20
0
2
0
Missing
Injury
Other
Circulatory
no
no
no
yes
no
[60-70)
14
39
0
24
0
1
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
yes
yes
no
[50-60)
3
43
1
18
0
1
0
Family/GeneralPractice
Digestive
Digestive
Diabetes
no
no
no
no
no
[60-70)
4
43
3
16
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
10
43
4
17
0
4
0
InternalMedicine
Digestive
Other
Other
no
no
no
yes
no
[80-90)
4
46
0
8
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
high
no
yes
no
[80-90)
4
50
0
12
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
3
46
0
16
0
0
0
Other
Other
Other
Other
no
no
yes
yes
no
[70-80)
5
49
4
22
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
7
50
1
11
0
1
0
Missing
Digestive
Diabetes
Musculoskeletal
no
no
yes
yes
no
[80-90)
4
16
0
7
0
2
0
Family/GeneralPractice
Other
Other
Circulatory
high
no
yes
yes
no
[70-80)
4
10
3
14
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
1
19
1
34
0
0
0
Other
Injury
Other
Diabetes
no
high
yes
yes
no
[60-70)
3
46
2
20
0
1
0
Missing
Musculoskeletal
Circulatory
Other
no
no
no
no
no
[80-90)
4
37
0
11
0
0
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
no
no
[80-90)
3
37
1
17
0
0
0
Missing
Injury
Respiratory
Other
no
no
yes
yes
no
[70-80)
10
55
0
27
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
5
32
1
35
0
1
0
Missing
Injury
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
13
63
1
12
1
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
no
yes
yes
[50-60)
3
24
1
28
0
2
1
Missing
Respiratory
Musculoskeletal
Other
high
no
no
yes
yes
[60-70)
1
29
5
11
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
no
yes
[70-80)
6
44
2
45
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
62
1
20
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[70-80)
5
19
1
16
0
0
0
Missing
Injury
Other
Diabetes
high
no
yes
yes
no
[50-60)
1
54
0
7
0
1
0
Missing
Diabetes
Musculoskeletal
Other
no
no
no
yes
yes
[70-80)
12
64
2
39
0
0
0
Missing
Injury
Digestive
Diabetes
no
no
yes
yes
no
[70-80)
1
66
0
11
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
yes
[50-60)
2
35
1
15
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
5
15
2
21
3
2
0
Family/GeneralPractice
Digestive
Other
Digestive
normal
no
yes
yes
yes
[80-90)
11
74
4
26
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
no
no
[40-50)
7
49
1
28
1
0
0
Missing
Other
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
2
33
4
14
0
0
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
7
40
0
12
0
1
0
Emergency/Trauma
Digestive
Circulatory
Other
no
no
no
yes
yes
[70-80)
4
43
0
15
1
2
1
Family/GeneralPractice
Other
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
17
2
18
2
0
0
Surgery
Circulatory
Respiratory
Other
normal
no
yes
yes
yes
[70-80)
2
55
0
14
1
0
0
Missing
Diabetes
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
4
59
0
11
0
0
0
Emergency/Trauma
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
6
42
2
18
0
0
1
Missing
Digestive
Digestive
Digestive
no
no
no
yes
no
[50-60)
4
38
1
20
0
0
0
Missing
Musculoskeletal
Other
Circulatory
no
no
yes
yes
yes
[50-60)
2
47
3
16
0
0
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
high
yes
yes
no
[80-90)
10
60
1
21
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
high
yes
yes
no
[40-50)
6
18
1
5
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
normal
no
no
no
no
[60-70)
4
37
0
27
0
3
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
2
22
5
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
8
29
1
17
0
2
1
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
22
3
14
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[70-80)
2
17
0
8
0
0
0
Missing
Diabetes
Other
Other
normal
no
no
no
no
[60-70)
9
62
2
30
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[80-90)
2
1
2
21
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
yes
yes
no
[70-80)
1
17
0
11
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
high
no
no
yes