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)
1
23
6
11
0
1
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
no
[50-60)
5
70
0
19
0
1
0
Missing
Digestive
Other
Circulatory
normal
normal
no
no
yes
[50-60)
1
11
3
16
0
2
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
5
54
2
27
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
no
[60-70)
2
43
0
10
0
0
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
no
no
yes
no
[80-90)
7
56
0
8
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
8
43
0
23
0
0
1
InternalMedicine
Respiratory
Diabetes
Digestive
no
no
yes
yes
yes
[70-80)
4
55
0
15
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
no
no
no
[50-60)
4
3
0
11
1
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[40-50)
3
29
3
21
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[60-70)
5
66
1
17
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
no
yes
no
[70-80)
5
59
0
15
0
0
0
Missing
Digestive
Circulatory
Other
no
high
no
no
no
[50-60)
1
45
0
16
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
high
yes
yes
yes
[60-70)
2
29
1
13
3
0
1
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[40-50)
6
48
0
14
0
1
0
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[40-50)
2
48
1
5
0
0
0
InternalMedicine
Other
Digestive
Diabetes
no
no
no
no
no
[70-80)
10
40
0
22
5
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
7
26
1
14
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
6
69
3
17
0
0
0
Emergency/Trauma
Digestive
Musculoskeletal
Diabetes
no
no
yes
yes
no
[60-70)
3
56
5
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
yes
[60-70)
3
37
2
8
1
2
3
Missing
Injury
Other
Other
no
no
no
no
yes
[80-90)
4
56
5
12
0
2
0
InternalMedicine
Injury
Respiratory
Respiratory
no
no
yes
yes
yes
[80-90)
8
69
0
16
0
1
0
Missing
Respiratory
Digestive
Other
no
no
no
yes
yes
[60-70)
3
74
0
14
1
5
2
Missing
Digestive
Digestive
Circulatory
no
no
no
no
yes
[60-70)
4
19
0
15
2
0
2
Cardiology
Circulatory
Circulatory
Diabetes
normal
no
yes
yes
yes
[60-70)
7
63
1
14
2
3
0
Missing
Circulatory
Respiratory
Diabetes
no
normal
yes
yes
yes
[70-80)
2
42
1
17
1
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[80-90)
8
66
1
18
0
0
0
Other
Respiratory
Respiratory
Other
no
no
yes
yes
no
[80-90)
13
71
0
23
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
7
73
1
21
1
0
1
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[60-70)
1
36
1
21
1
0
0
Surgery
Digestive
Diabetes
Missing
no
no
no
yes
no
[60-70)
3
37
0
9
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
yes
yes
no
[80-90)
2
53
2
8
1
0
0
InternalMedicine
Circulatory
Respiratory
Digestive
no
normal
no
no
no
[70-80)
6
35
0
16
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
1
33
5
9
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
6
39
3
14
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
yes
yes
[50-60)
3
35
0
23
0
1
0
Missing
Circulatory
Other
Musculoskeletal
no
no
no
yes
yes
[80-90)
6
71
4
21
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
2
19
0
6
3
0
0
Missing
Circulatory
Other
Circulatory
normal
no
no
no
no
[70-80)
8
47
0
27
0
1
0
Missing
Injury
Circulatory
Other
no
high
no
yes
no
[80-90)
13
78
5
31
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
no
[60-70)
7
58
3
25
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[50-60)
3
64
1
18
2
3
1
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[60-70)
1
1
3
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
9
64
0
19
0
1
1
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
4
49
1
13
0
0
0
InternalMedicine
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
4
43
0
21
1
0
0
Missing
Respiratory
Diabetes
Respiratory
no
no
yes
yes
yes
[40-50)
6
1
0
13
2
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
2
42
0
14
0
0
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
7
33
0
14
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
4
55
0
16
0
2
0
Other
Diabetes
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
2
37
0
7
3
3
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
3
50
4
13
0
0
0
Other
Circulatory
Diabetes
Diabetes
no
high
yes
yes
no
[70-80)
10
2
0
10
0
0
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
no
no
[70-80)
4
62
0
23
0
1
0
Emergency/Trauma
Circulatory
Diabetes
Diabetes
no
no
no
yes
yes
[60-70)
2
26
0
14
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[60-70)
4
12
1
14
0
0
0
Other
Other
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
9
26
0
21
0
2
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[70-80)
1
61
2
14
0
0
0
Missing
Other
Injury
Circulatory
no
no
no
no
no
[70-80)
3
44
3
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
5
29
1
20
0
1
0
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[60-70)
3
42
0
11
0
1
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[90-100)
4
35
0
14
0
0
1
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
6
54
6
57
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
11
83
1
21
0
0
0
Surgery
Injury
Digestive
Other
no
no
no
yes
no
[70-80)
10
36
1
12
0
2
0
Other
Other
Respiratory
Respiratory
no
no
no
no
no
[70-80)
2
10
0
6
0
1
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
no
[60-70)
2
48
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
high
no
yes
no
[60-70)
1
60
0
8
0
0
0
Surgery
Diabetes
Circulatory
Other
no
no
no
no
no
[50-60)
7
81
6
39
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
no
normal
no
yes
no
[70-80)
3
11
0
10
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[80-90)
8
44
4
24
0
1
0
Missing
Other
Digestive
Diabetes
no
no
no
no
no
[80-90)
3
54
0
7
0
0
0
Surgery
Other
Diabetes
Circulatory
no
no
no
no
yes
[60-70)
6
54
2
19
3
1
0
Missing
Digestive
Circulatory
Other
no
no
no
no
yes
[50-60)
5
39
0
7
0
0
0
InternalMedicine
Other
Other
Other
no
high
no
yes
no
[50-60)
9
83
6
57
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
yes
yes
no
[70-80)
1
1
1
21
0
0
0
Missing
Digestive
Diabetes
Other
no
no
no
no
no
[70-80)
4
51
0
19
0
2
2
Missing
Circulatory
Respiratory
Other
no
high
yes
yes
yes
[70-80)
3
41
0
14
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
22
0
11
0
0
0
Cardiology
Circulatory
Circulatory
Other
normal
no
no
no
no
[50-60)
2
50
0
5
0
0
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
no
yes
yes
[70-80)
2
47
2
10
0
0
0
InternalMedicine
Digestive
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
4
53
1
20
0
5
0
Missing
Respiratory
Other
Other
no
no
no
no
yes
[70-80)
2
43
0
15
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
4
42
3
5
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
1
63
5
8
2
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[40-50)
4
50
2
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
9
75
1
18
0
1
0
Missing
Other
Digestive
Respiratory
no
no
yes
yes
no
[60-70)
2
18
4
12
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
no
no
[70-80)
1
41
0
8
0
1
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
yes
yes
no
[70-80)
2
49
1
24
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
yes
yes
no
[70-80)
1
34
4
4
0
3
0
Other
Injury
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
6
48
0
20
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
4
41
1
9
0
0
0
Surgery
Circulatory
Respiratory
Diabetes
no
no
no
yes
no
[60-70)
12
77
1
22
0
0
0
Missing
Injury
Other
Other
no
no
no
no
yes
[70-80)
2
44
0
21
0
1
1
Missing
Digestive
Respiratory
Respiratory
no
no
yes
yes
no
[60-70)
7
58
6
34
0
0
0
Missing
Circulatory
Other
Respiratory
no
no
yes
yes
no
[70-80)
3
48
0
14
0
1
0
Family/GeneralPractice
Other
Other
Other
no
no
no
no
yes
[90-100)
12
46
2
12
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Respiratory
no
no
no
no
no
[60-70)
1
21
6
18
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes