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
42
0
15
0
2
0
Missing
Respiratory
Circulatory
Circulatory
no
high
no
yes
yes
[70-80)
2
43
0
19
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
yes
[50-60)
5
52
1
26
0
0
0
Missing
Injury
Other
Other
no
no
no
yes
no
[70-80)
14
53
1
23
2
3
2
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[90-100)
4
70
0
16
0
1
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
5
22
4
36
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
2
58
2
14
6
2
2
Family/GeneralPractice
Other
Other
Diabetes
no
no
no
no
no
[60-70)
11
43
3
27
0
0
0
Other
Other
Other
Diabetes
no
high
yes
yes
yes
[60-70)
10
26
1
18
2
0
0
Missing
Other
Respiratory
Respiratory
no
no
yes
yes
yes
[80-90)
11
43
2
23
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
5
59
1
19
0
0
0
InternalMedicine
Respiratory
Respiratory
Digestive
no
no
no
yes
no
[70-80)
6
35
5
15
0
0
0
Missing
Circulatory
Digestive
Other
no
no
no
no
no
[80-90)
1
3
0
11
0
2
1
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
yes
[50-60)
4
70
0
9
0
0
0
Missing
Digestive
Diabetes
Other
no
no
no
no
yes
[70-80)
10
64
4
17
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[40-50)
4
51
0
17
0
0
0
Family/GeneralPractice
Respiratory
Other
Respiratory
no
high
no
no
yes
[70-80)
1
1
0
7
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
2
62
1
16
0
0
0
Surgery
Digestive
Diabetes
Other
no
high
yes
yes
no
[60-70)
4
45
6
21
0
3
0
Other
Circulatory
Other
Other
no
no
no
no
no
[80-90)
4
81
1
23
0
0
0
Missing
Other
Respiratory
Respiratory
no
high
no
yes
no
[70-80)
4
9
0
11
0
0
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
31
1
7
3
0
0
Family/GeneralPractice
Digestive
Other
Other
no
no
no
no
yes
[70-80)
6
59
2
20
0
0
0
Surgery
Other
Other
Respiratory
no
no
yes
yes
yes
[40-50)
3
4
0
12
0
0
0
Missing
Musculoskeletal
Diabetes
Other
no
no
yes
yes
yes
[60-70)
9
65
4
27
0
1
0
Emergency/Trauma
Circulatory
Respiratory
Diabetes
no
high
yes
yes
yes
[80-90)
3
56
0
14
0
1
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
high
yes
yes
yes
[40-50)
2
71
5
13
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
no
no
[80-90)
3
18
0
6
0
1
0
Missing
Digestive
Respiratory
Circulatory
normal
no
no
no
yes
[50-60)
11
38
1
12
0
1
0
Other
Diabetes
Other
Other
no
no
yes
yes
no
[40-50)
3
43
5
16
0
0
1
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[70-80)
4
46
0
14
0
0
0
Missing
Digestive
Respiratory
Other
no
no
yes
yes
no
[60-70)
5
56
1
13
0
0
0
Missing
Other
Injury
Other
no
normal
no
no
no
[40-50)
10
45
1
17
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
no
[40-50)
3
41
6
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
3
22
1
18
1
1
0
Surgery
Other
Other
Digestive
high
no
no
no
no
[80-90)
4
40
0
10
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Respiratory
no
no
no
no
no
[80-90)
11
65
4
17
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[60-70)
11
73
4
30
0
2
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
yes
no
[50-60)
1
57
0
11
0
0
0
InternalMedicine
Diabetes
Digestive
Circulatory
no
no
yes
yes
no
[70-80)
1
37
0
15
0
0
0
Missing
Other
Other
Circulatory
no
high
yes
yes
yes
[70-80)
11
79
2
32
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
3
54
2
20
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
10
1
3
8
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
no
[50-60)
1
2
2
8
0
3
0
Other
Other
Diabetes
Other
no
no
no
yes
yes
[50-60)
4
23
6
24
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
4
49
2
10
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
2
49
0
12
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[80-90)
2
1
2
12
0
1
4
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
5
24
1
15
0
4
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[70-80)
2
54
0
16
0
0
1
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[60-70)
1
29
6
22
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
4
56
1
11
0
1
0
Missing
Digestive
Other
Respiratory
no
no
no
no
yes
[60-70)
2
24
0
9
0
1
0
Missing
Diabetes
Other
Other
high
no
yes
yes
yes
[80-90)
4
63
0
12
0
1
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
yes
[80-90)
3
63
1
9
2
2
0
Emergency/Trauma
Other
Other
Other
no
no
no
yes
no
[80-90)
7
61
0
16
2
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[40-50)
7
67
1
17
0
1
0
Missing
Respiratory
Other
Respiratory
no
high
no
no
yes
[70-80)
3
56
0
13
0
1
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
6
47
3
23
0
0
0
Surgery
Other
Other
Diabetes
no
high
yes
yes
yes
[70-80)
8
52
0
17
0
1
0
Other
Circulatory
Other
Respiratory
no
high
no
no
yes
[50-60)
5
51
0
9
0
5
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
5
38
4
24
0
1
1
InternalMedicine
Digestive
Other
Other
no
no
yes
yes
no
[40-50)
3
66
4
18
0
0
0
Missing
Diabetes
Musculoskeletal
Other
no
high
no
yes
yes
[50-60)
6
48
0
17
0
0
0
Other
Other
Diabetes
Circulatory
no
no
no
no
no
[90-100)
7
38
1
15
0
0
0
Missing
Injury
Injury
Injury
no
no
yes
yes
no
[70-80)
5
45
0
10
2
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
3
54
0
16
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
3
55
0
9
0
1
0
InternalMedicine
Other
Diabetes
Circulatory
no
no
no
yes
yes
[40-50)
2
40
0
10
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
high
yes
yes
no
[40-50)
3
34
3
16
0
0
0
Surgery
Diabetes
Other
Circulatory
no
high
yes
yes
yes
[60-70)
6
60
1
16
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
high
yes
yes
yes
[60-70)
2
47
0
17
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
high
yes
yes
no
[40-50)
9
48
3
22
0
0
0
Other
Diabetes
Circulatory
Other
no
no
no
yes
no
[60-70)
3
42
3
17
0
1
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
6
54
3
47
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
9
0
10
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[50-60)
13
88
6
45
0
0
0
InternalMedicine
Circulatory
Respiratory
Other
no
normal
no
yes
no
[70-80)
8
44
2
40
1
1
0
Missing
Digestive
Respiratory
Respiratory
no
no
no
no
no
[50-60)
5
47
0
11
3
5
0
Other
Circulatory
Other
Other
no
no
no
no
yes
[70-80)
7
37
3
23
0
2
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
9
49
2
14
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
high
no
no
no
[80-90)
4
71
0
11
0
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
no
[40-50)
4
61
2
19
0
1
0
InternalMedicine
Digestive
Other
Other
no
no
no
no
no
[40-50)
1
31
5
18
0
0
1
Emergency/Trauma
Injury
Other
Other
no
no
no
yes
yes
[70-80)
1
36
0
4
1
0
0
InternalMedicine
Other
Other
Digestive
no
no
no
yes
no
[50-60)
5
32
1
11
0
1
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
no
no
no
[70-80)
5
13
6
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
4
23
0
15
0
1
0
Family/GeneralPractice
Other
Circulatory
Other
high
no
yes
yes
yes
[70-80)
10
58
2
36
0
1
0
Missing
Injury
Circulatory
Injury
no
no
yes
yes
no
[80-90)
4
48
5
17
0
0
0
Cardiology
Injury
Other
Circulatory
no
no
no
yes
yes
[50-60)
1
8
0
15
2
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
3
51
0
24
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
5
61
0
21
0
1
0
InternalMedicine
Other
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
4
12
0
12
0
3
3
Missing
Circulatory
Respiratory
Diabetes
high
no
yes
yes
yes
[80-90)
8
67
1
18
0
0
0
Missing
Other
Circulatory
Injury
no
no
yes
yes
yes
[70-80)
3
61
0
8
0
0
0
Emergency/Trauma
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[70-80)
4
29
1
4
0
0
0
Emergency/Trauma
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
yes
[50-60)
4
41
0
21
0
2
1
Emergency/Trauma
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[70-80)
3
47
0
14
0
1
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[80-90)
4
72
3
17
0
0
1
Emergency/Trauma
Circulatory
Other
Respiratory
no
no
yes
yes
no