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
[50-60)
4
55
0
12
0
1
1
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[50-60)
2
47
6
22
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
2
31
0
14
1
1
0
Emergency/Trauma
Injury
Diabetes
Respiratory
no
no
no
no
no
[80-90)
3
33
1
26
0
0
0
Surgery
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[70-80)
3
46
3
25
2
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
6
84
0
13
0
1
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
3
1
20
0
0
0
Other
Musculoskeletal
Circulatory
Other
no
no
no
no
yes
[80-90)
4
20
1
19
5
0
1
Other
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
3
38
0
7
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[60-70)
6
45
0
27
4
1
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
yes
[70-80)
6
56
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
4
48
0
19
1
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[70-80)
8
19
3
24
3
2
0
Missing
Respiratory
Other
Circulatory
high
no
yes
yes
no
[70-80)
4
32
6
18
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
9
68
5
15
0
0
0
Other
Respiratory
Respiratory
Other
no
high
yes
yes
no
[60-70)
3
62
0
19
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
1
54
0
6
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
1
21
0
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[40-50)
2
14
1
13
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[50-60)
2
13
3
37
0
0
0
Surgery
Circulatory
Circulatory
Injury
no
no
yes
yes
yes
[50-60)
1
2
4
22
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[40-50)
3
65
1
17
3
1
1
Missing
Other
Respiratory
Diabetes
no
no
no
yes
no
[60-70)
4
63
1
11
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
6
1
2
10
0
0
1
Emergency/Trauma
Other
Other
Circulatory
no
no
yes
yes
yes
[80-90)
6
21
3
10
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[40-50)
7
65
0
16
1
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[70-80)
3
46
0
21
2
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
6
37
0
24
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
4
60
1
11
0
2
0
Missing
Other
Other
Other
no
no
no
no
yes
[50-60)
7
27
0
26
0
1
0
Emergency/Trauma
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[80-90)
2
37
0
8
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[50-60)
7
54
1
32
1
1
0
Emergency/Trauma
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[60-70)
5
70
0
17
0
3
0
InternalMedicine
Respiratory
Circulatory
Circulatory
high
high
no
yes
yes
[80-90)
12
54
0
10
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
no
[50-60)
3
51
0
10
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
no
high
no
yes
yes
[70-80)
8
83
0
18
0
0
0
Emergency/Trauma
Circulatory
Other
Other
no
no
no
yes
no
[70-80)
10
41
4
25
0
3
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
6
1
0
12
0
1
0
Emergency/Trauma
Respiratory
Other
Other
no
no
no
yes
yes
[70-80)
5
63
0
16
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
5
58
2
17
0
0
0
Surgery
Injury
Injury
Musculoskeletal
no
no
no
no
yes
[70-80)
2
37
6
12
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
5
46
1
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
4
56
0
11
0
0
0
InternalMedicine
Other
Other
Circulatory
no
high
no
yes
no
[60-70)
7
54
2
22
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
4
68
0
23
0
1
1
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[80-90)
11
58
1
13
0
0
0
Family/GeneralPractice
Other
Circulatory
Other
no
high
yes
yes
no
[70-80)
7
23
0
19
0
0
0
Family/GeneralPractice
Other
Other
Other
normal
no
no
no
yes
[80-90)
1
1
3
8
0
0
0
Missing
Diabetes
Other
Other
no
no
no
no
yes
[70-80)
6
58
0
18
0
2
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
2
34
1
19
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
no
[70-80)
2
46
0
7
0
4
0
Missing
Other
Other
Other
no
no
no
no
yes
[80-90)
2
41
0
13
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
1
31
0
10
0
0
0
Missing
Digestive
Diabetes
Other
no
no
no
yes
no
[50-60)
3
37
2
27
1
0
0
Surgery
Digestive
Diabetes
Digestive
no
no
yes
yes
no
[50-60)
10
8
0
6
0
1
0
Cardiology
Other
Diabetes
Missing
no
no
no
no
no
[70-80)
5
59
2
12
0
1
0
Missing
Digestive
Other
Circulatory
no
no
yes
yes
no
[50-60)
2
45
0
8
0
0
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
normal
no
no
no
[50-60)
4
1
0
8
1
1
0
Other
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
1
40
0
12
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
4
60
0
11
0
0
1
Missing
Respiratory
Other
Other
high
no
no
yes
yes
[50-60)
2
11
1
13
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[40-50)
4
38
2
21
0
1
0
Surgery
Other
Other
Other
no
no
yes
yes
yes
[70-80)
7
46
1
38
0
0
0
Other
Musculoskeletal
Injury
Other
no
no
no
yes
no
[80-90)
4
49
0
11
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
high
no
no
no
[60-70)
9
39
0
15
0
0
0
InternalMedicine
Other
Respiratory
Diabetes
no
no
no
yes
no
[40-50)
7
59
0
17
0
0
0
Other
Other
Circulatory
Digestive
no
no
no
yes
yes
[60-70)
3
47
3
10
0
0
0
InternalMedicine
Circulatory
Diabetes
Respiratory
no
no
yes
yes
no
[60-70)
2
36
2
8
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
1
52
0
6
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
no
[60-70)
3
29
1
24
0
0
0
Cardiology
Other
Respiratory
Other
no
no
no
no
no
[60-70)
1
30
0
15
1
0
0
Missing
Respiratory
Other
Respiratory
no
no
yes
yes
no
[60-70)
1
34
5
18
0
0
0
Cardiology
Respiratory
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
2
47
1
19
0
0
0
InternalMedicine
Digestive
Digestive
Diabetes
no
no
no
yes
no
[70-80)
7
49
0
17
0
1
1
Cardiology
Other
Digestive
Circulatory
no
no
yes
yes
yes
[40-50)
1
57
0
5
0
0
6
Missing
Other
Digestive
Other
no
normal
yes
yes
yes
[50-60)
4
45
0
8
1
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
high
no
yes
no
[60-70)
6
46
0
10
0
2
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
2
31
1
10
0
1
0
Missing
Respiratory
Injury
Circulatory
no
no
no
yes
yes
[60-70)
7
34
2
37
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[80-90)
2
40
0
10
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
4
39
1
25
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
2
43
6
17
3
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
no
[70-80)
3
48
0
26
0
2
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
11
54
0
12
0
3
0
Missing
Other
Circulatory
Musculoskeletal
no
no
no
no
no
[70-80)
7
38
1
31
0
0
2
InternalMedicine
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
9
63
0
16
0
0
0
Missing
Other
Other
Injury
no
normal
yes
yes
no
[90-100)
2
49
0
13
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[60-70)
1
45
0
7
0
1
0
InternalMedicine
Musculoskeletal
Other
Other
no
no
no
no
no
[50-60)
1
28
0
6
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
2
56
0
12
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
normal
no
yes
no
[60-70)
3
33
3
15
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
4
69
3
18
0
1
0
Cardiology
Circulatory
Other
Other
no
no
no
yes
yes
[60-70)
11
10
1
11
0
1
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
41
3
11
0
0
0
Cardiology
Respiratory
Circulatory
Injury
no
high
no
no
yes
[60-70)
9
31
2
18
0
4
0
Emergency/Trauma
Respiratory
Other
Musculoskeletal
no
no
yes
yes
no
[60-70)
5
62
0
11
0
1
1
Missing
Circulatory
Other
Respiratory
no
no
yes
yes
no
[80-90)
4
50
0
8
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
14
56
0
17
0
0
0
InternalMedicine
Injury
Other
Circulatory
no
high
no
yes
no
[70-80)
3
37
5
15
0
1
0
InternalMedicine
Circulatory
Circulatory
Injury
no
no
no
yes
no
[50-60)
6
9
2
13
0
0
0
Surgery
Digestive
Respiratory
Injury
no
no
no
yes
yes