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
[70-80)
4
36
1
14
4
0
0
Missing
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[80-90)
1
49
0
8
3
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
yes
no
[40-50)
6
90
0
24
0
0
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
no
[60-70)
2
63
1
19
0
0
0
Missing
Other
Respiratory
Respiratory
no
no
no
yes
no
[50-60)
4
44
1
12
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
no
no
[40-50)
7
49
0
19
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
high
yes
yes
no
[60-70)
1
39
1
24
0
0
0
Other
Injury
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
18
2
22
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
normal
no
yes
yes
no
[60-70)
1
38
1
8
0
0
0
Missing
Other
Circulatory
Other
normal
no
no
no
yes
[70-80)
2
67
0
18
0
2
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
12
46
1
18
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
yes
yes
no
[50-60)
6
52
0
14
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
7
47
6
26
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
1
37
4
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[80-90)
4
43
0
9
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Musculoskeletal
no
no
yes
yes
no
[70-80)
8
96
1
21
0
0
0
InternalMedicine
Diabetes
Respiratory
Respiratory
no
no
yes
yes
yes
[50-60)
4
62
3
26
2
3
2
Missing
Other
Other
Circulatory
no
no
no
no
yes
[60-70)
8
53
3
43
1
1
0
Missing
Musculoskeletal
Other
Other
normal
no
yes
yes
yes
[60-70)
5
44
6
33
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[50-60)
2
25
0
12
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Respiratory
no
no
no
yes
no
[40-50)
2
1
0
8
0
0
0
Other
Other
Other
Respiratory
no
no
no
yes
yes
[70-80)
11
25
2
10
0
0
0
Surgery
Digestive
Other
Respiratory
no
no
no
no
no
[90-100)
7
54
0
10
0
0
0
Missing
Circulatory
Other
Other
no
no
no
no
yes
[60-70)
1
72
0
12
0
2
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
yes
[40-50)
3
61
0
9
0
0
0
InternalMedicine
Digestive
Digestive
Diabetes
no
no
no
yes
no
[80-90)
9
70
1
28
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
4
72
6
17
0
0
0
Missing
Circulatory
Injury
Other
no
no
no
no
no
[90-100)
13
43
1
16
0
0
0
InternalMedicine
Other
Digestive
Other
no
no
yes
yes
no
[70-80)
5
48
5
22
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
normal
yes
yes
no
[40-50)
8
57
0
24
2
1
2
Missing
Digestive
Other
Other
no
no
yes
yes
yes
[40-50)
5
62
2
10
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
2
48
0
12
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[70-80)
4
39
0
9
0
0
0
Missing
Other
Injury
Other
no
no
no
yes
no
[40-50)
1
30
0
5
0
4
0
Missing
Diabetes
Circulatory
Other
no
no
no
no
yes
[70-80)
1
23
1
11
3
2
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[40-50)
5
16
0
15
0
2
0
Missing
Other
Circulatory
Respiratory
no
no
yes
yes
yes
[50-60)
13
66
3
37
0
0
1
Missing
Circulatory
Other
Diabetes
no
no
no
no
yes
[80-90)
3
44
2
19
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
normal
no
no
yes
yes
[50-60)
3
39
0
6
0
1
0
Family/GeneralPractice
Other
Diabetes
Musculoskeletal
no
no
no
no
no
[60-70)
3
3
0
12
1
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
51
0
14
1
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
6
46
2
14
0
3
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
8
61
1
19
0
4
2
Missing
Other
Circulatory
Respiratory
no
no
yes
yes
yes
[50-60)
5
57
4
18
0
3
1
Cardiology
Diabetes
Other
Other
no
high
yes
yes
yes
[50-60)
2
27
1
5
0
0
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
yes
yes
[80-90)
6
66
2
14
0
0
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
11
32
1
17
0
0
0
Missing
Injury
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
1
3
0
13
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
3
70
1
22
0
0
0
Missing
Respiratory
Circulatory
Other
no
normal
yes
yes
yes
[60-70)
1
2
0
7
3
0
1
Missing
Diabetes
Other
Circulatory
no
high
yes
yes
yes
[70-80)
3
39
1
13
0
1
0
Missing
Injury
Injury
Diabetes
no
no
no
no
yes
[90-100)
1
39
1
4
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[60-70)
3
53
2
14
1
1
0
Missing
Circulatory
Other
Diabetes
no
no
no
yes
yes
[60-70)
1
62
0
15
0
5
0
Missing
Digestive
Other
Circulatory
no
high
yes
yes
yes
[60-70)
2
74
0
9
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
4
52
3
20
0
1
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
5
40
1
13
0
2
0
Other
Injury
Circulatory
Respiratory
no
no
no
yes
yes
[60-70)
9
39
1
26
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
6
63
0
20
0
2
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
2
59
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
high
yes
yes
no
[60-70)
1
41
0
8
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
no
no
no
[40-50)
1
1
6
17
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
7
34
3
7
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
16
5
11
0
2
0
Cardiology
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[60-70)
6
71
0
24
2
0
1
Missing
Circulatory
Other
Other
no
normal
yes
yes
yes
[60-70)
13
35
3
18
0
2
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
yes
[60-70)
5
21
1
8
0
1
0
Missing
Diabetes
Other
Other
no
no
no
no
yes
[60-70)
1
27
1
8
0
0
0
Missing
Injury
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
1
11
0
13
0
2
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[80-90)
10
62
0
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
no
no
no
[40-50)
4
57
0
10
0
0
0
Emergency/Trauma
Other
Digestive
Other
no
no
yes
yes
no
[80-90)
11
59
3
21
0
0
0
Missing
Circulatory
Other
Digestive
no
high
yes
yes
yes
[50-60)
6
75
0
20
0
0
0
Missing
Other
Diabetes
Digestive
no
high
yes
yes
no
[50-60)
2
53
6
16
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[50-60)
3
19
1
26
0
0
0
Missing
Injury
Injury
Circulatory
no
no
no
yes
no
[80-90)
11
26
0
41
0
0
0
Family/GeneralPractice
Musculoskeletal
Respiratory
Circulatory
normal
no
yes
yes
yes
[70-80)
2
58
2
18
0
0
0
Missing
Digestive
Other
Respiratory
no
no
yes
yes
yes
[60-70)
5
60
0
5
0
0
0
Other
Respiratory
Other
Other
no
no
yes
yes
no
[60-70)
10
49
0
18
2
0
4
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
3
33
1
18
0
0
0
Emergency/Trauma
Injury
Respiratory
Other
no
no
no
yes
yes
[80-90)
4
53
0
20
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[60-70)
11
42
0
22
0
0
0
Missing
Other
Other
Circulatory
no
high
yes
yes
no
[80-90)
1
45
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
4
38
1
14
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
no
[60-70)
6
41
0
11
0
0
0
Other
Other
Respiratory
Other
no
no
no
yes
yes
[80-90)
3
68
0
12
0
3
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[60-70)
3
8
2
30
3
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
6
54
1
17
0
0
0
Missing
Circulatory
Other
Injury
no
no
no
yes
yes
[80-90)
6
40
0
10
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
yes
[50-60)
2
39
1
8
0
0
0
Emergency/Trauma
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[70-80)
4
51
2
23
0
1
2
Other
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
4
67
2
19
0
0
0
Surgery
Digestive
Other
Respiratory
no
no
yes
yes
yes
[50-60)
1
11
0
12
0
0
3
Emergency/Trauma
Diabetes
Other
Circulatory
no
high
no
no
no
[60-70)
5
82
2
17
2
0
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[50-60)
13
65
1
33
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
8
56
3
14
0
3
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[50-60)
5
76
3
18
0
0
1
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[70-80)
8
58
1
17
0
0
0
Missing
Other
Circulatory
Circulatory
no
normal
yes
yes
no
[70-80)
2
26
0
23
0
2
1
Missing
Circulatory
Circulatory
Circulatory
normal
no
yes
yes
yes
[70-80)
8
23
5
12
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no