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)
2
77
0
23
0
1
1
Other
Other
Other
Circulatory
no
no
yes
yes
yes
[60-70)
3
38
1
15
0
0
2
Missing
Respiratory
Digestive
Other
no
no
no
yes
no
[70-80)
11
45
0
29
0
2
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
50
0
12
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
5
56
0
16
0
1
0
InternalMedicine
Circulatory
Other
Musculoskeletal
no
no
yes
yes
yes
[50-60)
1
27
3
20
0
1
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
3
42
2
16
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[50-60)
4
47
0
13
0
0
0
Other
Circulatory
Diabetes
Other
no
no
no
yes
no
[50-60)
1
34
1
6
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
no
no
[80-90)
5
7
1
33
0
0
0
Other
Musculoskeletal
Other
Injury
no
no
no
yes
no
[50-60)
10
49
6
47
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
no
[50-60)
10
73
2
23
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
normal
yes
yes
yes
[70-80)
1
41
0
11
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
normal
no
no
no
[70-80)
13
39
0
19
0
1
0
Other
Other
Respiratory
Other
no
no
no
no
no
[80-90)
5
52
1
10
0
0
0
Missing
Digestive
Diabetes
Digestive
no
no
no
no
no
[40-50)
2
49
3
11
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
1
30
0
20
1
1
0
Missing
Respiratory
Circulatory
Other
no
normal
no
yes
yes
[60-70)
4
25
1
28
0
2
0
Other
Musculoskeletal
Diabetes
Missing
no
no
yes
yes
no
[40-50)
3
68
1
21
0
0
1
Missing
Digestive
Injury
Respiratory
no
no
no
yes
no
[70-80)
4
45
0
15
0
0
0
Other
Digestive
Respiratory
Other
no
high
yes
yes
no
[60-70)
6
53
0
21
0
2
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
24
0
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[80-90)
3
40
0
12
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[50-60)
2
39
0
13
0
1
4
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
9
59
0
21
0
0
0
Other
Other
Other
Circulatory
no
normal
no
yes
no
[40-50)
7
62
3
13
0
0
0
Other
Other
Musculoskeletal
Other
no
high
no
yes
no
[60-70)
4
50
0
26
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
1
35
2
5
0
1
0
Surgery
Injury
Missing
Missing
no
no
no
no
no
[70-80)
3
15
0
8
0
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
no
[80-90)
5
54
0
11
0
0
0
Surgery
Circulatory
Other
Musculoskeletal
no
normal
yes
yes
yes
[80-90)
7
59
2
20
0
2
0
Missing
Injury
Other
Injury
no
no
yes
yes
no
[50-60)
2
25
0
15
1
3
0
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
11
70
5
25
0
1
0
Missing
Other
Digestive
Other
no
no
yes
yes
yes
[50-60)
3
35
1
7
0
0
0
Emergency/Trauma
Other
Diabetes
Missing
no
normal
no
no
no
[50-60)
7
36
1
13
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[90-100)
2
49
0
9
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
51
0
12
3
0
1
Missing
Other
Other
Other
no
no
no
no
no
[70-80)
8
72
6
40
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
2
41
0
6
0
1
0
InternalMedicine
Digestive
Diabetes
Other
no
no
yes
yes
yes
[40-50)
7
4
0
10
0
1
0
Other
Diabetes
Missing
Missing
no
high
yes
yes
yes
[80-90)
3
56
0
16
3
2
1
Missing
Diabetes
Other
Respiratory
no
no
yes
yes
no
[70-80)
3
62
0
3
0
0
0
Other
Other
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
12
46
0
12
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[80-90)
12
59
5
26
0
0
0
InternalMedicine
Other
Other
Digestive
no
no
no
no
no
[60-70)
3
57
0
15
0
2
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
6
53
1
16
0
1
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[70-80)
3
61
0
17
1
4
1
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[80-90)
4
41
0
13
0
0
0
InternalMedicine
Digestive
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
1
33
2
7
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
no
[40-50)
8
29
3
27
1
3
5
Other
Circulatory
Injury
Other
no
no
yes
yes
yes
[50-60)
1
36
0
7
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
4
46
0
13
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
1
36
0
12
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
3
66
0
8
0
0
0
Other
Circulatory
Other
Diabetes
no
no
no
no
no
[70-80)
7
46
0
20
0
2
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
7
47
5
28
0
0
0
InternalMedicine
Digestive
Other
Respiratory
no
no
yes
yes
no
[80-90)
1
28
0
13
0
1
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
3
1
18
1
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
1
33
2
17
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
9
30
0
11
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
5
80
4
20
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
high
no
no
no
[40-50)
4
21
1
15
0
0
0
Missing
Musculoskeletal
Diabetes
Missing
no
no
yes
yes
yes
[60-70)
8
30
1
26
0
0
0
Surgery
Other
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
8
45
0
16
0
0
2
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
5
24
0
15
0
2
1
InternalMedicine
Other
Circulatory
Other
high
no
no
yes
no
[60-70)
1
32
6
17
0
0
0
Other
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
1
26
1
6
0
1
0
Surgery
Musculoskeletal
Diabetes
Missing
no
no
yes
yes
no
[60-70)
4
33
1
8
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[80-90)
12
88
0
17
0
1
1
InternalMedicine
Other
Other
Respiratory
no
no
yes
yes
yes
[80-90)
4
77
4
20
1
0
0
Missing
Digestive
Other
Respiratory
no
no
no
yes
yes
[50-60)
4
57
0
15
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[40-50)
6
49
1
17
2
3
0
Missing
Digestive
Other
Other
no
no
no
no
yes
[70-80)
6
55
1
28
0
1
0
Missing
Digestive
Other
Injury
no
no
no
yes
yes
[80-90)
4
39
1
22
4
1
0
Family/GeneralPractice
Digestive
Other
Diabetes
no
no
yes
yes
no
[50-60)
2
54
0
16
2
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[70-80)
3
52
1
12
0
2
1
Missing
Respiratory
Circulatory
Other
no
normal
yes
yes
no
[70-80)
13
45
3
21
0
0
1
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[50-60)
2
64
0
8
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[60-70)
5
38
0
17
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
no
yes
yes
[50-60)
3
34
0
16
3
0
1
Emergency/Trauma
Diabetes
Digestive
Other
no
high
yes
yes
no
[80-90)
8
40
0
24
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
high
yes
yes
yes
[60-70)
5
40
2
22
1
2
0
Missing
Diabetes
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
5
42
1
23
0
0
0
Missing
Injury
Other
Other
no
high
yes
yes
yes
[40-50)
1
55
2
18
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
11
55
2
11
0
0
0
Family/GeneralPractice
Digestive
Other
Other
no
high
no
yes
no
[80-90)
3
66
0
22
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
no
[70-80)
1
37
5
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
2
53
0
12
0
1
0
Other
Diabetes
Respiratory
Other
no
no
yes
yes
yes
[70-80)
2
21
1
19
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
yes
yes
no
[70-80)
1
29
6
13
1
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
5
60
0
18
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[50-60)
2
24
3
10
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
no
no
yes
[60-70)
4
72
1
25
5
2
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
2
43
0
11
1
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
4
72
0
25
0
1
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
yes
[70-80)
2
37
0
9
0
0
0
Missing
Other
Respiratory
Respiratory
no
normal
no
no
yes
[40-50)
5
59
0
12
0
0
0
Missing
Other
Other
Respiratory
no
normal
no
yes
no
[70-80)
10
79
3
39
0
1
0
Missing
Other
Respiratory
Other
no
high
yes
yes
yes
[70-80)
2
42
4
20
0
0
0
Cardiology
Digestive
Respiratory
Circulatory
no
no
no
no
yes
[70-80)
3
36
2
17
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes