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)
1
60
0
7
0
0
0
Missing
Other
Diabetes
Missing
no
high
no
no
no
[70-80)
2
19
6
26
1
0
0
Other
Circulatory
Injury
Circulatory
no
no
yes
yes
no
[50-60)
3
44
2
32
0
1
0
Surgery
Other
Circulatory
Circulatory
no
no
no
no
no
[50-60)
5
47
0
16
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
no
yes
[80-90)
13
57
2
16
0
2
0
Missing
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
5
54
5
19
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
high
no
yes
no
[60-70)
3
1
0
14
0
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
yes
[40-50)
14
61
3
28
0
1
1
Family/GeneralPractice
Digestive
Injury
Other
no
no
no
no
no
[90-100)
4
59
1
6
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
yes
no
[50-60)
5
59
0
15
0
0
0
Missing
Circulatory
Circulatory
Respiratory
normal
no
no
yes
no
[60-70)
5
45
0
17
1
1
0
Other
Digestive
Other
Circulatory
no
no
yes
yes
no
[60-70)
1
1
3
14
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
2
20
2
7
0
0
0
Other
Circulatory
Other
Other
no
no
no
no
no
[60-70)
13
76
1
20
0
3
0
InternalMedicine
Musculoskeletal
Circulatory
Other
no
no
no
yes
yes
[70-80)
3
38
0
6
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[90-100)
5
47
0
12
0
1
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[70-80)
9
69
4
29
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
12
73
3
18
0
0
0
Cardiology
Other
Other
Diabetes
no
high
yes
yes
no
[60-70)
6
23
0
23
1
0
0
Missing
Respiratory
Circulatory
Other
high
no
yes
yes
no
[90-100)
3
37
3
17
0
0
0
Emergency/Trauma
Injury
Other
Circulatory
no
no
yes
yes
yes
[50-60)
5
48
2
8
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[60-70)
3
23
5
8
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
2
27
0
11
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
9
62
1
16
0
1
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
normal
yes
yes
no
[80-90)
9
28
0
19
1
0
0
Cardiology
Circulatory
Circulatory
Other
high
no
yes
yes
yes
[50-60)
2
51
2
20
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
high
no
yes
no
[60-70)
1
2
1
12
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[80-90)
1
25
0
5
0
0
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
2
47
0
7
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
1
13
5
11
0
1
0
Missing
Injury
Other
Circulatory
no
no
no
yes
no
[90-100)
3
63
1
18
0
1
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[70-80)
11
38
2
26
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
5
45
0
24
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[60-70)
1
30
0
9
0
2
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
yes
[60-70)
9
63
6
46
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[80-90)
3
45
0
4
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
no
no
no
no
[50-60)
8
36
0
12
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
yes
yes
[40-50)
1
45
0
9
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
high
yes
yes
no
[60-70)
2
65
0
5
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
no
no
[50-60)
1
36
0
17
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
8
80
3
13
0
2
1
InternalMedicine
Circulatory
Respiratory
Other
no
no
no
no
no
[50-60)
6
70
1
18
0
0
0
InternalMedicine
Digestive
Other
Other
no
high
no
no
yes
[60-70)
6
74
2
17
0
0
0
Surgery
Other
Other
Respiratory
no
no
yes
yes
yes
[40-50)
6
49
3
8
0
3
4
Other
Other
Other
Diabetes
no
no
no
yes
yes
[60-70)
5
60
4
14
0
0
0
Missing
Other
Other
Digestive
no
no
no
yes
yes
[50-60)
1
41
0
12
0
0
0
InternalMedicine
Circulatory
Diabetes
Respiratory
high
no
yes
yes
yes
[70-80)
3
41
0
9
0
0
0
InternalMedicine
Respiratory
Digestive
Other
no
no
no
no
no
[50-60)
2
43
1
6
0
0
0
InternalMedicine
Digestive
Other
Circulatory
no
no
no
no
no
[40-50)
2
9
0
15
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
no
yes
yes
no
[50-60)
3
20
3
28
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[70-80)
2
38
0
21
4
1
1
Missing
Circulatory
Digestive
Respiratory
no
no
no
no
yes
[80-90)
11
63
0
10
0
0
1
Missing
Other
Digestive
Other
no
no
no
yes
no
[60-70)
9
58
2
30
2
0
0
Missing
Injury
Digestive
Other
no
no
no
yes
yes
[80-90)
3
52
0
19
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[90-100)
5
55
0
15
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
9
93
1
27
1
1
0
Missing
Diabetes
Other
Other
no
no
no
yes
yes
[40-50)
4
31
1
8
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
yes
yes
[60-70)
9
84
6
34
0
0
0
Surgery
Circulatory
Respiratory
Digestive
no
no
no
yes
no
[60-70)
8
65
1
20
0
0
1
Other
Respiratory
Respiratory
Diabetes
no
high
yes
yes
yes
[50-60)
1
19
4
19
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
1
25
0
11
0
0
0
Missing
Diabetes
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
4
34
4
25
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
40
4
14
0
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
no
[60-70)
8
60
2
11
0
1
0
Missing
Injury
Respiratory
Respiratory
no
no
no
yes
no
[70-80)
1
72
1
12
0
0
0
Missing
Digestive
Circulatory
Digestive
no
no
no
no
yes
[60-70)
6
58
0
17
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[40-50)
7
44
2
24
0
0
0
Other
Circulatory
Other
Other
no
no
yes
yes
no
[40-50)
3
48
0
14
5
7
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
yes
[40-50)
2
47
0
11
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
1
11
0
8
0
0
0
Family/GeneralPractice
Respiratory
Other
Respiratory
no
no
yes
yes
no
[50-60)
2
26
3
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[90-100)
3
53
2
6
0
1
0
Family/GeneralPractice
Digestive
Other
Other
no
no
no
no
no
[70-80)
3
38
1
22
0
0
0
Other
Injury
Other
Other
no
high
yes
yes
no
[70-80)
11
70
2
22
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
5
1
2
11
4
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
1
40
0
4
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
yes
[50-60)
11
62
3
22
3
1
1
Missing
Injury
Other
Diabetes
high
no
no
no
yes
[50-60)
6
59
6
29
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[80-90)
4
75
0
13
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
8
43
0
7
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
67
4
11
0
0
0
Emergency/Trauma
Other
Digestive
Digestive
no
no
yes
yes
no
[40-50)
2
33
0
15
2
2
10
Missing
Diabetes
Other
Digestive
no
no
no
yes
yes
[70-80)
1
42
6
20
5
0
0
Other
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
6
56
0
11
0
1
0
Missing
Respiratory
Other
Circulatory
no
no
no
no
no
[70-80)
3
53
0
18
0
3
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
4
62
0
13
0
0
0
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
no
[40-50)
13
39
0
6
0
0
0
Other
Other
Circulatory
Other
no
no
no
yes
no
[50-60)
10
77
0
23
0
2
1
Missing
Circulatory
Digestive
Other
no
no
yes
yes
yes
[70-80)
3
79
0
19
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
no
yes
yes
[80-90)
5
50
2
20
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
5
52
0
15
1
2
0
Missing
Circulatory
Other
Other
no
no
no
yes
yes
[70-80)
5
69
0
15
1
2
0
Cardiology
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
7
63
2
19
0
0
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
6
46
0
10
0
0
0
InternalMedicine
Digestive
Diabetes
Other
no
high
no
yes
yes
[80-90)
6
47
0
21
0
2
0
Missing
Digestive
Respiratory
Circulatory
no
no
no
yes
no
[60-70)
4
49
6
19
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
12
29
3
28
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[80-90)
12
78
1
30
0
0
0
Missing
Respiratory
Respiratory
Other
no
normal
yes
yes
no
[80-90)
3
54
1
18
0
0
0
Missing
Diabetes
Missing
Missing
no
no
no
no
no
[90-100)
9
45
0
11
0
0
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
no
yes
no