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)
9
52
0
9
0
0
0
Missing
Other
Other
Other
no
high
no
yes
no
[50-60)
8
60
2
30
0
0
0
Missing
Injury
Other
Injury
no
no
no
yes
no
[50-60)
1
44
0
10
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
38
1
16
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
1
45
0
11
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
3
18
0
15
0
2
0
Missing
Circulatory
Circulatory
Respiratory
high
no
no
yes
no
[70-80)
6
58
1
18
1
2
0
Missing
Circulatory
Other
Other
no
high
no
yes
yes
[70-80)
5
59
0
21
1
1
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[60-70)
6
52
0
9
0
0
0
InternalMedicine
Circulatory
Diabetes
Respiratory
no
no
no
no
no
[50-60)
1
44
1
17
0
1
1
Other
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
5
33
1
15
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[70-80)
3
67
0
9
4
2
1
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
3
31
0
19
0
1
0
Other
Other
Other
Other
no
no
no
yes
yes
[70-80)
6
35
0
16
1
2
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[70-80)
8
38
0
9
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
normal
no
no
no
[70-80)
10
43
4
14
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
no
[50-60)
3
68
3
21
1
4
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
4
23
2
27
0
2
0
Other
Circulatory
Other
Diabetes
no
no
no
yes
yes
[80-90)
5
43
1
21
1
2
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[80-90)
3
25
2
17
0
0
0
Missing
Injury
Diabetes
Other
no
no
no
yes
no
[60-70)
3
57
0
16
0
1
0
Missing
Other
Respiratory
Other
no
normal
no
yes
no
[60-70)
5
48
4
24
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
2
43
0
11
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
normal
no
yes
no
[80-90)
3
42
0
19
0
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
5
58
0
25
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
3
71
0
20
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
normal
yes
yes
yes
[60-70)
7
61
0
16
0
2
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[60-70)
3
32
5
29
1
0
0
Surgery
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
1
52
1
9
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
normal
no
yes
no
[60-70)
4
46
2
17
0
0
0
Missing
Digestive
Other
Other
no
no
yes
yes
no
[50-60)
6
2
0
12
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
2
39
0
19
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[50-60)
2
43
0
14
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
58
0
10
0
1
0
InternalMedicine
Other
Diabetes
Other
no
no
no
yes
yes
[50-60)
2
24
0
15
0
0
0
Missing
Respiratory
Digestive
Other
normal
no
no
yes
yes
[50-60)
4
29
1
26
0
2
0
Other
Diabetes
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
11
77
6
34
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
14
42
3
35
0
0
0
Missing
Other
Injury
Circulatory
no
no
no
yes
yes
[70-80)
3
63
2
27
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
high
no
yes
no
[60-70)
2
24
4
12
1
1
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
2
34
0
13
0
2
0
InternalMedicine
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[40-50)
5
34
2
10
0
2
0
Surgery
Injury
Other
Diabetes
no
no
yes
yes
no
[70-80)
13
14
1
13
0
0
0
Missing
Other
Injury
Injury
no
no
no
yes
no
[70-80)
1
49
6
17
0
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
5
64
1
17
1
0
1
Emergency/Trauma
Respiratory
Other
Digestive
no
no
yes
yes
yes
[70-80)
2
40
1
21
0
6
1
Family/GeneralPractice
Other
Other
Circulatory
no
no
yes
yes
yes
[50-60)
8
75
6
33
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
5
28
2
17
0
0
0
Surgery
Other
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
4
60
0
17
0
1
1
Missing
Respiratory
Other
Other
no
no
yes
yes
no
[40-50)
2
37
0
15
0
2
0
Other
Digestive
Circulatory
Other
no
no
no
no
yes
[40-50)
1
23
1
9
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
5
65
0
12
0
4
2
Surgery
Diabetes
Circulatory
Circulatory
no
no
no
no
no
[80-90)
3
39
0
18
0
0
0
Missing
Respiratory
Circulatory
Musculoskeletal
no
no
yes
yes
no
[50-60)
2
45
0
18
0
1
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
2
18
0
21
0
1
0
Family/GeneralPractice
Respiratory
Other
Circulatory
high
no
no
no
yes
[60-70)
3
25
3
13
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
2
1
3
21
0
0
0
Other
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
no
no
[80-90)
4
58
0
6
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
no
no
[50-60)
6
49
0
20
1
3
2
Missing
Circulatory
Respiratory
Respiratory
no
no
no
no
no
[60-70)
1
66
1
12
1
1
1
Missing
Other
Circulatory
Other
no
high
no
yes
no
[60-70)
2
10
0
14
7
0
0
Missing
Musculoskeletal
Musculoskeletal
Circulatory
no
no
no
no
yes
[60-70)
11
75
3
27
0
5
2
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
2
58
1
10
1
2
1
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
1
28
2
9
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
4
43
2
21
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
no
yes
yes
[80-90)
3
44
0
16
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
8
76
5
34
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
no
[90-100)
2
51
0
12
0
2
0
InternalMedicine
Other
Injury
Diabetes
no
no
no
yes
yes
[70-80)
7
62
3
29
0
0
0
Emergency/Trauma
Diabetes
Circulatory
Other
no
high
yes
yes
yes
[70-80)
3
57
1
16
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[90-100)
4
38
1
11
0
0
1
Missing
Digestive
Other
Other
no
no
no
no
yes
[60-70)
5
57
1
21
0
0
0
Cardiology
Diabetes
Circulatory
Digestive
no
no
yes
yes
yes
[80-90)
2
31
0
7
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
yes
[70-80)
5
54
1
15
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
no
[70-80)
5
66
5
16
0
0
0
Missing
Injury
Injury
Other
no
no
yes
yes
no
[70-80)
3
55
0
11
1
3
0
Missing
Musculoskeletal
Musculoskeletal
Other
no
no
yes
yes
yes
[70-80)
9
46
3
25
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
31
3
12
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
1
10
3
10
0
0
0
Cardiology
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
4
33
0
11
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
1
52
2
4
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
no
yes
[80-90)
2
56
1
10
0
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
yes
[60-70)
8
26
2
37
0
0
0
Missing
Respiratory
Circulatory
Circulatory
high
no
yes
yes
no
[80-90)
7
66
0
10
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
high
yes
yes
yes
[80-90)
10
70
0
26
0
1
0
Family/GeneralPractice
Respiratory
Other
Diabetes
no
high
no
yes
yes
[50-60)
7
61
3
27
0
4
0
InternalMedicine
Digestive
Other
Digestive
no
no
yes
yes
yes
[80-90)
3
29
0
3
5
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
4
34
0
7
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
14
38
1
30
5
8
2
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
5
48
2
25
0
1
0
InternalMedicine
Other
Other
Injury
no
no
yes
yes
no
[60-70)
8
64
2
21
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[80-90)
1
52
0
11
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
2
9
6
19
0
0
0
Missing
Circulatory
Digestive
Circulatory
no
no
no
no
no
[60-70)
6
44
0
8
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
7
26
1
15
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[80-90)
3
29
4
21
0
0
0
Other
Injury
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
5
48
1
21
0
1
1
InternalMedicine
Circulatory
Diabetes
Other
no
no
no
no
yes
[60-70)
1
51
3
9
0
1
1
Missing
Other
Other
Other
no
no
no
yes
yes
[80-90)
2
16
1
7
2
0
0
Surgery
Other
Respiratory
Other
high
no
no
no
no
[70-80)
2
28
1
16
0
0
0
Surgery
Other
Diabetes
Musculoskeletal
no
normal
no
no
no