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)
3
57
0
8
0
1
0
InternalMedicine
Other
Other
Other
no
no
no
no
no
[60-70)
1
6
0
11
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
51
0
15
0
2
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
11
73
4
25
0
0
0
Emergency/Trauma
Other
Digestive
Other
no
high
no
yes
no
[40-50)
2
12
1
9
0
0
0
Missing
Other
Other
Digestive
no
no
no
yes
yes
[80-90)
4
51
0
7
0
1
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[80-90)
2
43
0
8
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
high
no
yes
yes
[70-80)
1
30
5
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
4
3
1
27
0
0
0
Missing
Musculoskeletal
Injury
Other
no
no
no
yes
no
[80-90)
5
29
0
21
0
2
0
InternalMedicine
Respiratory
Respiratory
Diabetes
no
no
no
yes
yes
[60-70)
2
62
0
11
0
0
1
Emergency/Trauma
Other
Other
Other
no
normal
yes
yes
no
[70-80)
5
64
1
13
1
2
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
5
64
0
18
0
7
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[50-60)
4
59
1
9
0
0
0
Other
Diabetes
Other
Musculoskeletal
no
high
yes
yes
no
[40-50)
3
43
2
25
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
5
57
2
10
0
0
0
Missing
Circulatory
Diabetes
Digestive
no
no
yes
yes
yes
[80-90)
14
55
0
13
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
8
42
0
10
0
0
0
Other
Other
Circulatory
Other
no
no
no
yes
yes
[80-90)
1
45
0
9
1
1
1
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[50-60)
2
1
0
17
1
0
2
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
52
0
17
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
3
38
0
13
0
0
0
InternalMedicine
Other
Digestive
Other
no
no
yes
yes
yes
[40-50)
1
15
0
8
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[80-90)
8
48
2
7
6
2
1
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
2
30
0
4
0
0
0
Family/GeneralPractice
Other
Diabetes
Other
no
no
no
no
no
[80-90)
3
74
0
26
4
1
0
Missing
Circulatory
Other
Circulatory
no
high
no
yes
yes
[70-80)
5
25
1
25
0
0
0
Other
Musculoskeletal
Circulatory
Other
no
no
yes
yes
yes
[60-70)
6
62
4
38
0
1
0
Missing
Circulatory
Respiratory
Respiratory
no
no
yes
yes
no
[40-50)
3
74
3
23
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[80-90)
4
31
2
10
0
1
1
Missing
Other
Diabetes
Other
no
no
no
no
no
[40-50)
6
84
3
17
1
0
0
Other
Other
Other
Diabetes
no
high
no
no
no
[50-60)
6
54
6
24
0
0
0
Missing
Musculoskeletal
Injury
Other
no
no
yes
yes
yes
[80-90)
4
55
1
16
1
3
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[60-70)
7
67
2
27
0
0
0
InternalMedicine
Circulatory
Diabetes
Respiratory
no
high
no
yes
yes
[50-60)
6
68
4
27
23
2
0
Missing
Respiratory
Injury
Diabetes
no
no
yes
yes
yes
[90-100)
8
58
0
14
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
2
31
1
11
0
0
0
Emergency/Trauma
Digestive
Other
Digestive
no
no
no
yes
yes
[70-80)
5
57
0
17
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
yes
[80-90)
1
30
0
9
1
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
3
35
0
5
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
37
0
8
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
no
yes
no
[50-60)
5
79
1
22
2
2
1
Missing
Circulatory
Respiratory
Diabetes
no
high
yes
yes
yes
[50-60)
2
11
0
10
0
0
1
Missing
Circulatory
Diabetes
Diabetes
no
no
no
yes
no
[40-50)
4
57
0
12
0
0
0
InternalMedicine
Other
Diabetes
Other
no
no
yes
yes
no
[70-80)
1
35
0
14
0
1
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
no
no
no
[60-70)
6
62
0
21
0
4
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[50-60)
6
65
2
37
1
0
0
Cardiology
Other
Other
Other
no
high
yes
yes
yes
[40-50)
3
41
6
14
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[80-90)
13
17
0
27
2
2
0
Missing
Other
Circulatory
Respiratory
high
no
yes
yes
no
[90-100)
6
42
0
13
0
0
0
Missing
Injury
Diabetes
Musculoskeletal
no
no
yes
yes
yes
[90-100)
5
26
2
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
high
no
yes
yes
yes
[50-60)
5
62
0
15
0
0
0
Surgery
Respiratory
Other
Other
no
high
yes
yes
no
[70-80)
2
44
0
9
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
no
yes
no
[70-80)
4
86
2
16
0
0
0
Missing
Other
Circulatory
Diabetes
no
high
yes
yes
yes
[70-80)
3
28
0
17
0
1
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
yes
yes
no
[60-70)
2
1
0
10
1
1
0
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[90-100)
12
45
0
26
1
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
7
63
0
38
8
4
0
Missing
Injury
Respiratory
Respiratory
no
high
yes
yes
no
[70-80)
4
39
0
18
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
2
52
0
20
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[80-90)
6
56
2
15
1
2
2
Emergency/Trauma
Digestive
Circulatory
Circulatory
no
high
yes
yes
yes
[40-50)
4
81
1
13
0
0
0
Emergency/Trauma
Other
Other
Other
no
high
yes
yes
no
[40-50)
1
30
2
10
0
1
0
Other
Injury
Circulatory
Other
no
no
no
no
yes
[50-60)
3
62
0
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[50-60)
1
43
0
7
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
6
66
3
30
4
0
0
Family/GeneralPractice
Circulatory
Other
Other
no
no
yes
yes
yes
[60-70)
10
86
5
24
0
0
0
Missing
Circulatory
Injury
Circulatory
no
no
yes
yes
no
[70-80)
11
47
3
38
0
0
0
Other
Diabetes
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
1
17
3
16
0
0
0
Cardiology
Injury
Circulatory
Other
high
no
yes
yes
no
[80-90)
6
25
0
18
0
0
0
Missing
Respiratory
Other
Diabetes
high
no
yes
yes
yes
[60-70)
8
60
2
19
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
no
[90-100)
4
41
1
5
0
2
0
Emergency/Trauma
Injury
Other
Diabetes
no
no
no
no
no
[70-80)
10
51
0
28
0
4
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
1
53
1
13
0
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[50-60)
3
36
3
13
0
1
0
Emergency/Trauma
Digestive
Diabetes
Other
no
no
no
yes
yes
[80-90)
9
50
5
23
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[60-70)
7
45
3
16
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
4
12
4
28
0
0
0
Other
Musculoskeletal
Other
Respiratory
no
no
no
yes
yes
[50-60)
7
45
0
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
11
44
1
36
0
0
0
InternalMedicine
Respiratory
Other
Respiratory
no
no
yes
yes
no
[50-60)
3
34
0
16
0
1
0
InternalMedicine
Respiratory
Other
Respiratory
no
no
no
yes
no
[70-80)
4
17
1
24
2
0
0
Family/GeneralPractice
Circulatory
Circulatory
Digestive
normal
no
yes
yes
no
[80-90)
9
70
1
28
0
2
0
Emergency/Trauma
Circulatory
Other
Other
no
no
yes
yes
yes
[70-80)
3
34
0
10
0
2
0
Family/GeneralPractice
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
8
62
0
13
0
0
0
Missing
Missing
Circulatory
Respiratory
no
no
yes
yes
no
[80-90)
6
73
0
26
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[70-80)
3
43
1
9
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
5
44
0
14
2
5
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[70-80)
6
55
1
22
0
0
0
Emergency/Trauma
Digestive
Digestive
Respiratory
no
no
no
no
no
[80-90)
4
39
0
14
2
2
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
1
61
5
3
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
6
44
1
12
0
0
0
InternalMedicine
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
2
38
0
6
0
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
no
[80-90)
6
49
0
7
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
normal
no
no
yes
yes
[60-70)
1
1
3
13
1
1
0
Missing
Digestive
Other
Other
no
no
yes
yes
no
[80-90)
2
56
0
10
0
0
1
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
1
1
1
9
0
0
0
Surgery
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
3
51
0
5
0
0
0
Missing
Digestive
Other
Other
no
no
yes
yes
yes
[80-90)
2
3
1
14
0
1
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
9
82
6
39
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
no