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
[60-70)
3
50
1
12
0
0
0
Other
Other
Other
Other
no
normal
yes
yes
no
[70-80)
5
70
1
14
0
2
0
Missing
Other
Other
Other
no
no
no
yes
no
[80-90)
10
43
0
12
0
1
0
Other
Other
Other
Circulatory
no
no
no
no
no
[50-60)
4
74
1
13
0
0
0
Family/GeneralPractice
Digestive
Other
Other
no
no
yes
yes
no
[50-60)
5
46
0
16
0
0
0
Surgery
Digestive
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
4
38
2
23
0
1
1
Missing
Digestive
Other
Other
no
no
no
yes
yes
[70-80)
7
56
1
14
0
9
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
4
44
0
14
0
0
0
Family/GeneralPractice
Other
Diabetes
Circulatory
no
no
no
yes
no
[80-90)
5
23
0
21
1
0
0
Family/GeneralPractice
Respiratory
Circulatory
Other
high
no
no
no
yes
[80-90)
1
41
0
16
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
9
58
2
15
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
36
0
15
3
1
0
Missing
Respiratory
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
2
62
1
14
0
1
1
Other
Other
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
3
1
1
27
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
4
58
0
15
0
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[50-60)
3
61
0
14
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
normal
yes
yes
yes
[60-70)
6
28
5
10
0
0
0
Surgery
Other
Digestive
Diabetes
no
no
no
yes
no
[90-100)
3
41
0
12
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
yes
yes
no
[90-100)
4
29
3
7
0
1
0
InternalMedicine
Other
Other
Other
no
no
no
no
no
[60-70)
2
67
2
16
0
0
0
InternalMedicine
Digestive
Diabetes
Musculoskeletal
no
normal
no
no
no
[50-60)
4
29
4
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
3
17
1
28
1
5
0
Missing
Other
Other
Other
normal
no
yes
yes
no
[60-70)
3
51
0
14
0
0
0
Other
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
5
68
5
18
6
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[80-90)
1
8
2
9
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[40-50)
1
45
2
9
0
0
0
Other
Other
Other
Diabetes
no
no
no
yes
no
[60-70)
2
42
5
20
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
6
44
0
21
0
1
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
no
no
yes
[40-50)
1
49
3
5
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
no
no
yes
no
[70-80)
3
37
1
20
0
0
1
Other
Injury
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
4
40
0
14
0
0
0
Family/GeneralPractice
Circulatory
Other
Respiratory
no
high
no
no
yes
[80-90)
3
73
0
20
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
1
20
1
24
0
0
0
Other
Other
Diabetes
Missing
no
no
no
yes
no
[80-90)
7
60
1
23
0
0
1
Surgery
Injury
Other
Circulatory
no
no
yes
yes
no
[40-50)
1
32
6
12
0
0
0
Other
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
8
71
0
12
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
no
yes
yes
[50-60)
2
11
0
14
1
1
1
Missing
Digestive
Other
Digestive
no
no
no
yes
no
[70-80)
2
9
0
1
1
5
1
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
8
4
0
17
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[40-50)
5
41
1
14
0
1
4
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[70-80)
4
82
0
21
0
0
0
Missing
Circulatory
Other
Other
no
normal
yes
yes
yes
[50-60)
14
68
2
26
0
1
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[60-70)
4
64
0
12
7
0
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[40-50)
5
45
0
23
3
2
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
3
71
2
8
0
0
0
Other
Other
Respiratory
Circulatory
no
no
no
yes
yes
[60-70)
2
36
1
6
0
0
0
Missing
Injury
Other
Digestive
no
no
no
no
no
[40-50)
2
10
0
5
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
no
yes
no
[80-90)
1
52
0
12
0
0
0
Missing
Respiratory
Other
Circulatory
no
high
yes
yes
no
[50-60)
6
48
0
14
0
1
1
Other
Other
Other
Other
no
no
yes
yes
yes
[80-90)
8
68
6
16
4
1
0
Missing
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
4
33
0
12
0
0
0
Missing
Other
Circulatory
Other
no
normal
no
no
yes
[60-70)
8
57
0
15
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[70-80)
11
69
2
12
0
2
0
Missing
Circulatory
Other
Respiratory
no
no
no
yes
yes
[60-70)
3
65
0
15
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
6
38
0
18
0
0
0
Other
Respiratory
Other
Circulatory
no
no
yes
yes
no
[70-80)
3
39
0
12
4
1
1
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
9
42
4
30
0
0
0
Surgery
Digestive
Digestive
Digestive
no
no
yes
yes
no
[50-60)
2
73
0
11
0
4
0
InternalMedicine
Injury
Diabetes
Injury
no
no
no
yes
yes
[60-70)
3
11
0
5
0
1
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
4
72
0
11
0
0
6
Missing
Other
Other
Musculoskeletal
no
no
no
yes
yes
[70-80)
3
43
0
13
0
1
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
35
3
12
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
45
0
21
0
3
0
Missing
Musculoskeletal
Digestive
Circulatory
no
no
yes
yes
yes
[70-80)
4
62
0
11
0
1
1
Missing
Other
Respiratory
Other
no
no
no
yes
no
[60-70)
3
65
0
20
1
1
0
Missing
Respiratory
Other
Diabetes
high
no
yes
yes
yes
[50-60)
1
42
3
10
0
0
0
Missing
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[60-70)
2
34
3
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
3
68
0
15
0
0
0
InternalMedicine
Digestive
Diabetes
Other
no
high
yes
yes
yes
[50-60)
6
37
3
21
0
0
0
Surgery
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
2
37
1
11
0
0
0
Missing
Other
Other
Other
no
high
yes
yes
yes
[40-50)
10
81
5
62
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[80-90)
5
53
1
16
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[60-70)
1
51
0
9
0
0
0
InternalMedicine
Other
Diabetes
Digestive
no
high
yes
yes
no
[70-80)
1
38
2
15
0
0
0
Other
Other
Other
Circulatory
no
no
no
no
no
[70-80)
4
41
1
12
0
1
0
Family/GeneralPractice
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
4
5
3
19
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Circulatory
no
no
no
yes
yes
[40-50)
13
33
3
34
0
0
0
Other
Injury
Musculoskeletal
Digestive
no
no
no
yes
no
[40-50)
4
1
1
13
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[40-50)
1
41
0
8
0
0
0
InternalMedicine
Other
Injury
Missing
no
high
no
yes
no
[60-70)
4
63
0
24
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Other
no
high
yes
yes
yes
[60-70)
2
49
0
20
0
0
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
yes
yes
no
[60-70)
3
55
4
22
1
2
1
Missing
Other
Respiratory
Diabetes
no
no
no
yes
yes
[50-60)
1
79
0
13
0
0
0
Missing
Respiratory
Other
Digestive
no
no
no
no
no
[40-50)
4
50
0
16
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
3
51
1
13
2
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
yes
[60-70)
1
12
6
13
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
6
47
1
18
0
1
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
5
85
1
29
0
2
2
InternalMedicine
Respiratory
Respiratory
Other
no
high
yes
yes
no
[80-90)
3
65
3
22
3
1
1
Missing
Digestive
Other
Diabetes
no
no
no
no
no
[90-100)
3
38
1
22
0
0
0
Other
Injury
Other
Diabetes
no
no
yes
yes
no
[70-80)
4
51
0
11
4
0
0
Missing
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
34
2
9
0
0
0
Family/GeneralPractice
Digestive
Other
Circulatory
no
no
no
no
no
[50-60)
7
40
2
26
0
3
0
Missing
Respiratory
Digestive
Digestive
no
no
no
yes
yes
[60-70)
8
17
2
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
4
38
1
18
0
0
1
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
3
1
0
16
0
1
0
Emergency/Trauma
Musculoskeletal
Other
Musculoskeletal
no
no
yes
yes
yes
[90-100)
2
43
4
18
0
2
1
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
3
11
4
13
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
1
1
4
10
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Musculoskeletal
no
no
no
yes
no
[40-50)
8
69
0
15
0
1
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
yes