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
[80-90)
6
1
2
15
0
1
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[50-60)
1
54
0
10
0
0
1
Emergency/Trauma
Circulatory
Diabetes
Other
no
high
yes
yes
yes
[50-60)
1
10
0
15
1
1
1
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
4
53
6
25
1
4
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
8
37
0
22
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[80-90)
4
37
0
19
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
yes
[60-70)
2
32
0
19
0
1
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[50-60)
1
1
0
13
0
0
1
Family/GeneralPractice
Diabetes
Diabetes
Other
no
no
no
yes
no
[60-70)
6
58
0
24
1
4
0
Missing
Injury
Respiratory
Other
no
no
yes
yes
yes
[50-60)
1
34
6
12
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
13
55
0
17
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
no
[80-90)
1
29
6
9
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
no
no
no
[80-90)
3
32
4
19
1
0
1
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
13
49
4
54
2
0
2
Emergency/Trauma
Respiratory
Respiratory
Other
no
no
yes
yes
no
[90-100)
1
29
3
14
0
0
0
Other
Injury
Circulatory
Other
no
no
no
no
no
[40-50)
1
5
0
6
0
0
0
Missing
Injury
Other
Circulatory
no
high
no
yes
no
[50-60)
3
23
1
23
0
0
0
Missing
Musculoskeletal
Circulatory
Digestive
no
no
no
yes
no
[60-70)
10
76
1
31
0
0
0
Missing
Circulatory
Other
Injury
no
normal
yes
yes
no
[80-90)
2
51
0
26
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
5
27
1
30
0
0
0
Missing
Musculoskeletal
Diabetes
Injury
no
no
yes
yes
no
[80-90)
6
33
0
9
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[70-80)
11
37
0
22
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
49
0
11
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
44
0
18
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
yes
yes
[70-80)
2
51
0
10
0
0
0
InternalMedicine
Respiratory
Diabetes
Missing
no
no
no
yes
yes
[40-50)
4
42
3
13
0
7
0
Missing
Injury
Other
Diabetes
no
high
no
no
yes
[80-90)
7
50
3
52
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
31
2
17
1
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
1
28
0
13
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
no
[70-80)
3
50
3
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
4
58
1
19
1
4
0
Missing
Diabetes
Digestive
Digestive
no
no
yes
yes
no
[80-90)
6
8
1
30
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
7
13
0
28
0
1
0
Missing
Other
Diabetes
Other
high
no
yes
yes
yes
[70-80)
3
26
0
13
0
0
0
Missing
Digestive
Other
Other
high
no
no
yes
yes
[50-60)
8
70
2
23
0
1
0
Emergency/Trauma
Diabetes
Other
Other
no
high
yes
yes
yes
[80-90)
7
2
0
15
0
0
0
Other
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[90-100)
1
85
0
28
2
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
no
[70-80)
5
37
0
14
3
3
1
Missing
Other
Musculoskeletal
Other
no
no
no
no
yes
[60-70)
6
81
5
20
0
0
0
Cardiology
Circulatory
Respiratory
Other
no
high
yes
yes
no
[70-80)
4
38
2
16
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
no
[50-60)
2
28
0
6
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
1
38
0
7
0
0
1
InternalMedicine
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
52
3
8
0
0
1
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
4
53
1
29
0
0
0
InternalMedicine
Digestive
Other
Respiratory
no
no
no
yes
no
[70-80)
3
63
0
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
2
35
0
8
0
0
0
Missing
Diabetes
Missing
Missing
no
high
yes
yes
no
[60-70)
5
54
1
18
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[50-60)
1
58
1
9
4
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
no
no
no
[80-90)
8
77
0
21
2
1
1
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[40-50)
8
51
0
9
0
1
0
Other
Other
Other
Diabetes
no
no
yes
yes
no
[60-70)
6
75
1
24
1
1
3
Emergency/Trauma
Circulatory
Other
Other
no
high
yes
yes
yes
[80-90)
6
74
2
38
1
2
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
8
73
3
24
0
3
0
InternalMedicine
Circulatory
Diabetes
Diabetes
no
no
no
no
yes
[40-50)
1
5
0
3
0
0
0
Emergency/Trauma
Other
Other
Digestive
no
no
no
no
yes
[90-100)
9
67
2
20
0
4
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
yes
yes
no
[80-90)
2
60
0
15
0
1
0
Missing
Digestive
Other
Circulatory
no
no
no
no
yes
[70-80)
1
27
1
7
0
0
0
Other
Other
Other
Diabetes
no
no
no
yes
no
[50-60)
3
39
0
16
3
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
42
2
11
0
2
3
InternalMedicine
Digestive
Other
Diabetes
no
no
yes
yes
yes
[60-70)
4
13
4
16
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
3
58
0
5
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
high
no
no
no
[80-90)
1
39
0
13
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[80-90)
2
40
3
17
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
2
51
1
7
0
0
0
Other
Musculoskeletal
Diabetes
Respiratory
no
no
no
no
no
[80-90)
4
17
1
18
0
4
1
Family/GeneralPractice
Circulatory
Respiratory
Respiratory
high
no
no
yes
no
[40-50)
2
44
6
20
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[40-50)
2
76
1
13
0
1
0
Other
Other
Other
Other
no
no
no
yes
no
[60-70)
3
43
3
22
1
0
0
Other
Musculoskeletal
Circulatory
Other
no
no
yes
yes
yes
[50-60)
7
72
0
18
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
no
no
no
[70-80)
1
27
0
11
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
5
44
4
12
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
8
21
3
9
0
0
0
Other
Musculoskeletal
Diabetes
Musculoskeletal
no
no
no
no
yes
[70-80)
4
50
2
6
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[40-50)
7
59
2
23
7
2
5
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
6
1
0
11
0
0
0
Missing
Other
Diabetes
Musculoskeletal
no
no
yes
yes
no
[40-50)
1
37
0
8
6
0
1
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[50-60)
6
39
1
15
0
0
0
Missing
Diabetes
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
5
73
3
15
0
1
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
3
18
3
12
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
13
19
4
12
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
no
no
no
[50-60)
1
1
0
8
0
1
2
Surgery
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
9
31
3
29
0
0
0
Other
Musculoskeletal
Injury
Diabetes
no
no
yes
yes
no
[50-60)
5
37
1
15
0
0
0
Other
Diabetes
Injury
Other
no
high
yes
yes
yes
[80-90)
4
70
0
18
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
yes
yes
[80-90)
2
2
1
11
0
0
0
Other
Diabetes
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
2
76
0
12
0
6
0
InternalMedicine
Other
Other
Digestive
no
no
yes
yes
no
[80-90)
4
43
0
12
0
1
0
Missing
Digestive
Respiratory
Circulatory
no
no
no
no
yes
[50-60)
5
33
0
21
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
no
[60-70)
1
20
6
15
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[50-60)
10
15
3
7
0
2
5
Cardiology
Circulatory
Other
Other
no
no
yes
yes
yes
[40-50)
13
48
0
16
0
0
0
Other
Other
Diabetes
Diabetes
no
no
yes
yes
yes
[70-80)
4
53
0
19
0
0
0
Surgery
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
7
87
4
39
0
2
3
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
yes
[70-80)
3
24
2
10
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
4
60
3
11
0
0
1
Missing
Other
Other
Circulatory
no
high
yes
yes
yes
[80-90)
8
89
2
20
1
1
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[40-50)
2
62
0
16
0
0
0
InternalMedicine
Respiratory
Other
Diabetes
no
no
yes
yes
no
[60-70)
2
68
3
13
0
0
0
InternalMedicine
Other
Circulatory
Respiratory
no
normal
yes
yes
no
[70-80)
3
55
0
15
2
1
1
Missing
Other
Other
Respiratory
no
high
yes
yes
yes
[50-60)
4
40
0
26
0
3
8
Emergency/Trauma
Other
Other
Respiratory
no
no
yes
yes
yes