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)
3
51
2
10
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
yes
yes
[90-100)
10
78
1
16
0
0
0
Emergency/Trauma
Other
Circulatory
Other
no
no
yes
yes
yes
[50-60)
2
38
1
7
0
0
0
Other
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
5
49
1
10
0
1
1
Missing
Digestive
Diabetes
Circulatory
no
no
no
no
no
[80-90)
1
43
0
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
3
71
1
19
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
high
no
no
yes
[80-90)
5
3
1
8
0
1
0
Emergency/Trauma
Injury
Injury
Other
no
no
no
yes
no
[60-70)
1
10
4
25
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
43
0
9
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
4
46
0
21
1
3
0
Missing
Musculoskeletal
Other
Circulatory
no
no
yes
yes
yes
[80-90)
11
90
2
16
0
0
0
InternalMedicine
Other
Respiratory
Respiratory
no
no
no
no
yes
[70-80)
6
48
1
20
1
0
1
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[90-100)
4
49
0
9
0
0
0
Other
Circulatory
Other
Diabetes
no
normal
yes
yes
yes
[80-90)
5
31
0
16
0
1
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
6
83
1
9
0
0
0
Missing
Circulatory
Circulatory
Diabetes
high
high
yes
yes
yes
[60-70)
1
38
0
5
0
0
0
InternalMedicine
Respiratory
Circulatory
Musculoskeletal
no
no
yes
yes
yes
[50-60)
4
45
5
17
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
1
32
0
7
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
1
1
1
7
0
0
0
Other
Other
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
2
11
0
13
0
0
0
Emergency/Trauma
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
5
55
0
22
2
0
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
1
3
0
5
4
0
1
Missing
Diabetes
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
10
61
2
21
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
3
32
0
7
0
3
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
2
62
0
6
0
0
0
Missing
Other
Circulatory
Circulatory
no
normal
no
no
no
[60-70)
3
40
1
19
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[70-80)
3
58
0
11
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[40-50)
2
1
1
10
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
9
93
2
25
1
0
0
Missing
Digestive
Diabetes
Circulatory
no
normal
no
yes
yes
[60-70)
2
12
2
16
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
6
63
3
22
0
2
0
InternalMedicine
Respiratory
Diabetes
Respiratory
no
high
yes
yes
yes
[40-50)
1
36
0
12
0
6
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
no
yes
yes
[70-80)
13
81
6
42
0
2
0
Missing
Digestive
Other
Digestive
no
no
yes
yes
no
[60-70)
8
65
2
27
0
3
0
Missing
Diabetes
Injury
Other
no
no
no
yes
yes
[60-70)
6
72
3
27
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
high
yes
yes
yes
[70-80)
6
38
0
17
0
0
2
InternalMedicine
Respiratory
Other
Other
no
no
yes
yes
no
[50-60)
10
70
0
13
0
0
0
Missing
Other
Circulatory
Digestive
no
normal
no
yes
yes
[80-90)
4
37
0
17
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
3
15
1
23
0
0
0
Other
Musculoskeletal
Other
Diabetes
normal
no
no
no
no
[50-60)
11
92
6
37
0
1
0
Missing
Circulatory
Respiratory
Respiratory
no
no
yes
yes
no
[50-60)
2
49
0
12
0
0
1
Family/GeneralPractice
Respiratory
Other
Circulatory
no
high
yes
yes
no
[60-70)
1
18
0
5
0
0
0
Missing
Circulatory
Diabetes
Circulatory
normal
no
no
no
no
[60-70)
3
38
1
13
2
4
0
Other
Other
Other
Diabetes
no
no
no
yes
yes
[50-60)
4
22
1
16
0
1
0
Missing
Other
Respiratory
Other
high
no
yes
yes
yes
[40-50)
2
68
0
19
0
1
0
InternalMedicine
Digestive
Diabetes
Diabetes
no
no
yes
yes
yes
[50-60)
12
62
3
24
0
0
0
Other
Respiratory
Other
Other
no
no
yes
yes
yes
[70-80)
6
72
0
18
0
0
0
Missing
Other
Musculoskeletal
Diabetes
no
no
yes
yes
yes
[70-80)
5
68
0
10
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[90-100)
4
74
0
23
1
2
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[40-50)
3
56
0
6
0
0
0
InternalMedicine
Other
Other
Other
no
high
no
yes
no
[60-70)
14
23
0
15
0
0
1
Other
Other
Other
Injury
normal
no
no
yes
no
[80-90)
6
59
3
28
0
0
0
Emergency/Trauma
Injury
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
4
54
2
25
0
0
0
Missing
Circulatory
Other
Respiratory
no
normal
no
yes
yes
[80-90)
6
75
1
21
0
0
0
Missing
Digestive
Other
Circulatory
no
no
yes
yes
yes
[70-80)
4
58
0
31
0
0
0
Missing
Respiratory
Respiratory
Other
no
normal
yes
yes
no
[60-70)
6
38
0
6
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
no
no
no
[60-70)
9
15
1
15
0
0
0
Other
Other
Other
Other
no
no
yes
yes
yes
[80-90)
9
64
1
15
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
4
49
0
14
2
1
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
no
[70-80)
5
63
0
16
0
0
0
Emergency/Trauma
Other
Circulatory
Respiratory
no
high
yes
yes
no
[60-70)
8
51
0
13
0
0
0
Other
Other
Circulatory
Other
no
no
no
no
yes
[70-80)
2
29
0
14
0
1
0
Missing
Circulatory
Digestive
Diabetes
no
no
no
no
yes
[50-60)
5
34
0
7
0
0
0
InternalMedicine
Digestive
Diabetes
Respiratory
no
no
no
no
no
[70-80)
12
61
4
23
0
2
0
Emergency/Trauma
Digestive
Respiratory
Other
no
no
yes
yes
yes
[70-80)
2
62
0
14
0
0
0
Missing
Musculoskeletal
Other
Other
no
high
no
yes
no
[70-80)
6
48
0
15
1
0
0
InternalMedicine
Other
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
23
0
15
0
3
0
Family/GeneralPractice
Respiratory
Other
Circulatory
normal
no
no
yes
no
[40-50)
10
85
0
30
0
0
0
Emergency/Trauma
Other
Other
Respiratory
no
high
yes
yes
yes
[80-90)
4
53
0
17
0
1
1
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
no
yes
no
[60-70)
1
1
4
16
0
1
0
Surgery
Other
Respiratory
Diabetes
no
no
yes
yes
no
[60-70)
5
48
0
18
0
1
1
Family/GeneralPractice
Respiratory
Other
Diabetes
no
high
yes
yes
no
[70-80)
10
45
2
24
0
2
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[90-100)
2
21
0
3
0
8
0
Missing
Other
Digestive
Respiratory
no
no
no
yes
yes
[50-60)
1
21
6
20
0
0
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
no
[70-80)
5
31
3
11
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
4
71
0
15
0
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
no
[70-80)
9
47
3
63
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
2
36
3
19
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
1
43
0
7
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
1
30
0
5
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
5
39
5
18
0
0
0
Other
Other
Other
Diabetes
no
no
no
no
no
[80-90)
3
51
3
14
0
0
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
16
4
25
0
0
0
Other
Diabetes
Other
Musculoskeletal
no
no
yes
yes
yes
[90-100)
7
35
2
13
0
1
1
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
2
37
0
14
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[50-60)
3
39
2
23
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
no
yes
no
[40-50)
2
46
2
8
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[60-70)
5
64
0
17
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[70-80)
1
36
0
16
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
1
36
0
8
0
1
0
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
no
yes
yes
[50-60)
1
68
0
12
0
0
0
InternalMedicine
Other
Other
Respiratory
no
no
yes
yes
no
[70-80)
1
26
0
14
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
2
37
0
8
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
5
51
2
25
0
0
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
2
37
1
8
0
1
0
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[90-100)
5
49
0
2
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
no
no
[80-90)
13
46
2
11
0
2
0
Family/GeneralPractice
Circulatory
Other
Respiratory
no
no
no
yes
yes
[60-70)
3
43
0
19
1
2
3
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[50-60)
3
95
3
18
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
high
no
yes
no
[70-80)
10
67
3
12
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes