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)
2
48
1
10
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
high
no
no
no
[70-80)
8
59
0
22
0
0
0
Missing
Respiratory
Other
Diabetes
no
normal
no
yes
yes
[70-80)
4
20
1
15
0
0
0
Missing
Circulatory
Respiratory
Circulatory
high
no
yes
yes
yes
[70-80)
3
36
0
7
0
1
0
Missing
Injury
Circulatory
Other
no
no
no
yes
no
[80-90)
5
41
1
22
0
0
0
Surgery
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[40-50)
2
33
1
13
0
10
5
Surgery
Diabetes
Other
Other
no
no
yes
yes
no
[40-50)
5
19
2
14
0
0
0
Other
Other
Diabetes
Missing
normal
no
no
no
no
[70-80)
2
50
0
11
0
0
0
Emergency/Trauma
Diabetes
Other
Circulatory
no
high
yes
yes
yes
[70-80)
6
36
1
11
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
3
27
1
19
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
no
[40-50)
7
81
2
22
0
0
1
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
2
59
0
14
0
6
0
Missing
Injury
Other
Injury
no
no
no
no
yes
[70-80)
6
66
1
19
0
1
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[50-60)
9
66
1
27
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
normal
yes
yes
no
[90-100)
4
49
0
5
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
no
no
[80-90)
9
69
6
26
0
1
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
1
58
5
9
0
0
0
Cardiology
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[80-90)
9
55
1
21
2
0
0
Missing
Other
Respiratory
Diabetes
no
no
no
yes
yes
[50-60)
2
32
4
19
0
0
0
Missing
Other
Respiratory
Other
no
no
no
yes
no
[80-90)
4
45
0
16
0
0
1
Missing
Musculoskeletal
Respiratory
Injury
no
no
no
no
yes
[50-60)
5
67
1
18
6
2
0
Missing
Circulatory
Other
Diabetes
no
high
yes
yes
yes
[80-90)
9
62
0
16
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
9
59
3
12
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[50-60)
3
36
1
11
1
0
0
Family/GeneralPractice
Diabetes
Other
Musculoskeletal
no
no
yes
yes
yes
[80-90)
2
25
0
9
2
2
4
Missing
Digestive
Respiratory
Other
normal
no
no
yes
yes
[50-60)
5
67
6
52
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[80-90)
3
29
0
10
0
0
0
Other
Injury
Other
Diabetes
no
no
no
yes
no
[60-70)
4
44
3
14
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
3
34
0
17
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[40-50)
4
47
0
7
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
4
63
0
12
0
0
0
Surgery
Digestive
Respiratory
Circulatory
no
no
no
no
yes
[50-60)
10
65
1
22
6
2
2
Missing
Injury
Other
Circulatory
no
no
no
yes
yes
[60-70)
1
40
0
12
0
0
0
Missing
Circulatory
Other
Circulatory
no
normal
yes
yes
yes
[80-90)
1
10
0
17
0
5
0
Missing
Other
Respiratory
Diabetes
no
no
no
yes
no
[60-70)
14
35
3
24
0
1
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
4
51
2
19
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
2
13
0
5
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
normal
no
no
no
no
[80-90)
1
35
0
4
0
0
0
Family/GeneralPractice
Injury
Other
Diabetes
no
no
no
no
no
[80-90)
5
64
2
21
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
52
0
12
0
0
0
Missing
Circulatory
Circulatory
Digestive
no
no
no
yes
yes
[70-80)
3
40
3
20
0
0
2
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
10
77
3
37
0
2
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
8
59
1
28
0
0
0
Emergency/Trauma
Injury
Other
Diabetes
no
high
yes
yes
no
[60-70)
4
45
0
14
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
2
34
1
15
0
0
0
Surgery
Injury
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
2
51
1
16
0
1
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
8
56
0
13
0
1
0
Missing
Other
Other
Other
no
no
no
no
yes
[70-80)
1
74
0
10
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
no
[70-80)
3
42
0
15
3
2
1
Missing
Respiratory
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
12
77
0
17
0
0
0
Missing
Other
Other
Circulatory
no
high
yes
yes
yes
[40-50)
4
91
0
18
0
0
0
Missing
Diabetes
Respiratory
Digestive
no
no
no
yes
yes
[50-60)
2
2
0
13
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
1
69
0
25
0
0
0
Family/GeneralPractice
Respiratory
Musculoskeletal
Diabetes
no
normal
no
yes
no
[70-80)
4
43
1
21
0
1
2
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
49
0
11
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
yes
[60-70)
7
45
2
17
0
1
0
Missing
Circulatory
Other
Digestive
no
no
no
no
yes
[60-70)
2
8
3
11
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
7
57
0
18
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Injury
no
no
no
yes
no
[80-90)
9
67
0
18
0
1
0
InternalMedicine
Other
Other
Other
no
high
yes
yes
no
[50-60)
4
55
4
37
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
7
53
1
9
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
3
46
0
7
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
no
yes
yes
[70-80)
2
10
0
9
0
1
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
37
5
17
0
1
0
Cardiology
Injury
Diabetes
Circulatory
no
no
no
yes
yes
[40-50)
7
39
1
20
0
0
0
Missing
Injury
Injury
Diabetes
no
no
no
yes
no
[40-50)
3
39
2
15
0
2
0
InternalMedicine
Digestive
Diabetes
Digestive
no
no
no
no
yes
[80-90)
8
18
0
16
0
0
0
Other
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
1
34
4
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
1
68
0
7
0
0
1
Missing
Circulatory
Diabetes
Other
no
normal
yes
yes
yes
[50-60)
7
50
3
44
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
yes
yes
no
[80-90)
2
26
0
22
0
0
0
Missing
Circulatory
Diabetes
Other
high
no
yes
yes
no
[50-60)
2
24
0
24
1
1
0
Missing
Other
Diabetes
Other
normal
no
yes
yes
yes
[80-90)
4
45
0
9
0
2
0
Cardiology
Other
Other
Other
no
no
no
no
no
[60-70)
5
70
1
22
4
0
0
Missing
Respiratory
Other
Respiratory
no
no
yes
yes
no
[50-60)
2
46
6
15
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
normal
yes
yes
yes
[50-60)
3
41
0
16
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
no
no
[80-90)
1
31
4
9
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[80-90)
5
43
0
12
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
5
39
2
12
4
2
1
Other
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
7
23
5
22
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
29
3
12
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
no
no
no
[70-80)
3
16
1
10
2
0
0
Surgery
Digestive
Other
Injury
high
no
no
no
no
[80-90)
3
53
4
18
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
1
51
0
9
0
2
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[70-80)
2
24
0
13
2
1
2
Family/GeneralPractice
Circulatory
Circulatory
Other
high
no
yes
yes
no
[40-50)
1
37
0
6
0
0
1
Missing
Respiratory
Other
Diabetes
no
normal
no
no
no
[60-70)
2
1
1
10
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
no
no
[60-70)
5
29
0
7
0
0
2
Missing
Other
Other
Other
no
no
no
no
no
[90-100)
7
61
1
28
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[80-90)
12
62
0
17
0
0
0
Missing
Other
Other
Circulatory
no
high
no
no
no
[60-70)
4
40
0
18
0
0
0
Other
Other
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
7
54
1
18
0
1
0
Missing
Other
Other
Other
no
no
no
no
no
[80-90)
10
62
2
31
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
8
40
4
7
0
0
0
Family/GeneralPractice
Digestive
Digestive
Circulatory
no
high
no
no
yes
[60-70)
5
55
4
26
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
42
0
6
0
0
0
Missing
Respiratory
Diabetes
Musculoskeletal
no
no
yes
yes
no
[80-90)
7
63
1
24
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[40-50)
8
62
0
19
0
0
0
Missing
Digestive
Other
Other
no
no
no
no
no
[70-80)
2
51
4
19
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[80-90)
11
59
0
5
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no