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)
3
23
1
16
0
0
0
Missing
Injury
Circulatory
Digestive
no
no
yes
yes
no
[70-80)
5
9
4
23
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
5
57
0
13
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
no
[70-80)
7
20
1
6
0
2
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
4
26
0
7
0
0
1
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[70-80)
3
39
0
6
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[80-90)
1
32
0
10
2
0
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
4
44
0
9
0
0
0
Missing
Injury
Respiratory
Diabetes
no
no
no
no
yes
[50-60)
3
34
3
13
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
1
52
0
10
0
1
0
Missing
Circulatory
Other
Respiratory
no
normal
no
yes
no
[80-90)
3
63
0
10
0
0
0
InternalMedicine
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[40-50)
4
46
3
12
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[60-70)
7
49
1
22
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
normal
no
yes
yes
[80-90)
5
60
0
26
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
4
58
1
30
0
0
0
Missing
Digestive
Other
Digestive
no
normal
no
no
no
[70-80)
8
42
1
11
1
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
normal
yes
yes
yes
[50-60)
1
39
2
20
0
2
0
Surgery
Diabetes
Circulatory
Missing
no
no
no
no
no
[60-70)
5
55
1
27
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
yes
no
[60-70)
2
44
3
6
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
9
74
4
37
0
3
0
Other
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[60-70)
3
16
1
7
0
0
0
Missing
Circulatory
Other
Musculoskeletal
no
no
no
yes
no
[50-60)
1
29
4
27
0
0
0
Surgery
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
7
61
0
17
0
0
0
Family/GeneralPractice
Respiratory
Digestive
Circulatory
no
high
no
no
yes
[80-90)
3
1
3
14
1
0
0
Surgery
Other
Respiratory
Diabetes
no
no
yes
yes
no
[60-70)
6
51
2
12
0
0
0
InternalMedicine
Digestive
Diabetes
Digestive
no
no
no
yes
no
[70-80)
1
47
6
14
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
1
36
0
15
0
1
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
no
yes
no
[50-60)
7
57
1
28
1
0
0
Missing
Digestive
Respiratory
Other
no
no
no
yes
yes
[60-70)
4
59
3
11
0
2
0
Emergency/Trauma
Other
Injury
Other
no
high
yes
yes
yes
[60-70)
5
55
0
19
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
3
22
0
13
5
1
2
Family/GeneralPractice
Circulatory
Respiratory
Diabetes
normal
no
yes
yes
yes
[60-70)
8
40
2
32
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
2
30
0
8
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
no
no
[60-70)
3
59
0
13
0
1
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
no
yes
no
[80-90)
4
65
0
14
1
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
2
28
0
15
0
4
3
Missing
Diabetes
Digestive
Other
no
no
no
yes
yes
[50-60)
1
9
0
7
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
no
yes
no
[50-60)
3
26
2
17
0
0
0
Surgery
Digestive
Digestive
Circulatory
no
no
no
yes
no
[50-60)
5
55
3
24
0
0
1
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
5
69
1
19
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[80-90)
8
82
1
31
0
2
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
9
57
2
20
0
0
0
InternalMedicine
Musculoskeletal
Circulatory
Diabetes
no
high
yes
yes
yes
[50-60)
2
43
0
21
0
0
0
Missing
Other
Other
Digestive
no
no
yes
yes
no
[60-70)
3
32
0
16
0
4
3
Missing
Respiratory
Musculoskeletal
Other
no
no
yes
yes
yes
[70-80)
12
49
0
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
3
45
2
8
1
0
0
Surgery
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
1
7
0
6
2
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
1
32
1
15
0
2
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
4
50
0
7
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
no
no
[70-80)
8
68
0
9
0
0
0
Family/GeneralPractice
Digestive
Other
Circulatory
no
no
yes
yes
yes
[80-90)
1
35
2
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
9
53
1
20
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[80-90)
11
55
1
26
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[70-80)
4
46
0
14
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
5
32
0
15
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
4
41
0
13
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[40-50)
14
60
0
16
0
3
0
Emergency/Trauma
Other
Other
Diabetes
no
high
yes
yes
no
[60-70)
6
40
0
17
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
7
39
0
7
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
yes
[40-50)
8
50
0
16
1
0
0
Emergency/Trauma
Other
Other
Other
no
high
yes
yes
no
[50-60)
1
39
3
1
0
0
0
Other
Digestive
Diabetes
Other
no
no
no
no
yes
[70-80)
1
41
0
10
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
no
yes
[80-90)
14
72
5
24
2
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
high
yes
yes
no
[50-60)
4
74
0
24
5
0
0
Missing
Respiratory
Other
Diabetes
high
no
no
yes
yes
[60-70)
5
40
0
15
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
no
[70-80)
4
37
0
13
0
0
0
Emergency/Trauma
Other
Other
Other
no
high
yes
yes
yes
[60-70)
7
56
4
21
1
1
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[50-60)
7
24
4
20
0
2
0
Other
Digestive
Other
Other
high
no
no
yes
yes
[70-80)
13
76
1
30
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
normal
yes
yes
no
[50-60)
2
30
0
7
0
1
0
Missing
Diabetes
Other
Other
no
no
no
no
yes
[60-70)
14
79
6
47
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[40-50)
3
1
0
11
0
0
0
Emergency/Trauma
Other
Diabetes
Other
no
no
yes
yes
no
[70-80)
1
20
0
5
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
no
no
yes
[60-70)
7
74
2
34
0
1
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[50-60)
10
72
3
44
3
2
0
InternalMedicine
Other
Other
Digestive
no
no
yes
yes
no
[70-80)
8
24
0
16
0
1
2
Other
Other
Other
Diabetes
normal
no
yes
yes
no
[60-70)
4
79
0
15
0
0
0
Cardiology
Other
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
1
58
0
10
0
0
0
Missing
Other
Other
Digestive
no
no
yes
yes
no
[60-70)
9
65
0
24
3
3
4
Missing
Other
Other
Other
no
no
no
no
yes
[80-90)
3
55
0
16
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[70-80)
1
18
1
7
4
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[60-70)
7
50
1
20
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
high
no
yes
no
[80-90)
1
10
0
11
0
1
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
yes
[70-80)
12
62
4
19
1
4
0
Surgery
Circulatory
Other
Circulatory
no
no
no
no
yes
[60-70)
1
4
6
20
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
1
33
0
3
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
no
no
[80-90)
4
67
2
16
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
3
59
3
9
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
2
51
0
6
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[80-90)
5
41
1
11
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
7
57
0
9
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[50-60)
6
49
0
25
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
high
no
yes
no
[50-60)
4
30
1
10
0
0
6
Missing
Other
Other
Diabetes
no
no
no
yes
yes
[70-80)
1
51
0
15
2
4
0
Missing
Circulatory
Other
Diabetes
no
no
no
no
yes
[60-70)
3
46
1
13
0
0
0
Other
Other
Circulatory
Diabetes
no
no
no
no
no
[80-90)
2
46
0
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
5
54
0
15
1
1
1
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
no
[40-50)
1
37
1
13
0
1
0
Surgery
Circulatory
Diabetes
Missing
no
no
no
yes
no
[70-80)
4
38
0
9
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
5
73
1
27
0
1
1
Missing
Other
Other
Digestive
no
high
no
no
yes