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
55
0
16
0
1
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[50-60)
2
39
0
16
0
1
0
Missing
Diabetes
Injury
Other
no
no
yes
yes
yes
[60-70)
1
30
1
14
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
5
42
0
20
0
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[70-80)
6
62
0
10
0
0
1
Family/GeneralPractice
Other
Other
Other
no
no
yes
yes
yes
[40-50)
1
39
0
8
0
0
2
Other
Respiratory
Diabetes
Other
no
no
no
yes
no
[70-80)
2
62
0
14
0
1
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
3
86
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
high
no
yes
yes
[50-60)
6
45
0
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
no
yes
no
[40-50)
3
35
2
27
1
1
0
Other
Other
Other
Other
no
no
yes
yes
no
[60-70)
6
62
2
24
3
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
8
47
3
25
0
0
0
InternalMedicine
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
2
69
3
8
0
0
0
Family/GeneralPractice
Other
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
2
34
4
11
0
3
0
Emergency/Trauma
Injury
Circulatory
Other
no
no
yes
yes
no
[70-80)
2
63
0
16
0
0
1
InternalMedicine
Other
Missing
Other
no
no
yes
yes
yes
[60-70)
10
38
0
19
0
2
0
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
yes
yes
no
[40-50)
1
43
0
1
0
0
0
Emergency/Trauma
Injury
Other
Other
no
no
no
yes
no
[70-80)
3
46
6
19
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
yes
yes
yes
[70-80)
4
50
0
13
4
0
0
Missing
Respiratory
Other
Respiratory
no
high
no
yes
yes
[70-80)
7
41
3
16
0
0
0
Missing
Other
Other
Diabetes
no
high
no
no
no
[80-90)
3
45
1
13
0
0
0
Missing
Other
Injury
Other
no
high
no
yes
no
[60-70)
5
64
1
25
3
4
0
Missing
Digestive
Digestive
Diabetes
no
no
yes
yes
yes
[50-60)
5
55
1
28
0
4
1
Missing
Other
Other
Other
no
high
yes
yes
yes
[40-50)
3
13
0
9
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
normal
no
yes
yes
[40-50)
1
39
0
6
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
3
37
2
8
0
0
0
Emergency/Trauma
Digestive
Other
Digestive
no
no
no
no
no
[60-70)
5
44
6
16
0
0
0
Other
Other
Respiratory
Respiratory
no
no
no
yes
no
[60-70)
2
30
1
23
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Circulatory
no
no
no
yes
yes
[40-50)
5
43
0
18
0
2
0
Emergency/Trauma
Digestive
Other
Circulatory
no
no
yes
yes
yes
[60-70)
1
33
3
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
8
57
1
21
0
0
1
Emergency/Trauma
Circulatory
Respiratory
Diabetes
no
no
yes
yes
no
[60-70)
8
72
1
26
0
1
0
InternalMedicine
Digestive
Other
Digestive
no
no
yes
yes
no
[70-80)
4
82
0
8
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
no
no
[50-60)
4
43
0
20
0
1
0
Other
Circulatory
Other
Diabetes
no
no
no
yes
yes
[50-60)
2
49
0
7
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
high
no
yes
no
[60-70)
7
71
4
18
0
1
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
6
48
3
15
0
0
0
Surgery
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
8
49
0
10
1
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
7
90
2
31
2
2
2
Missing
Other
Other
Other
no
no
no
no
yes
[50-60)
2
35
2
9
0
0
0
Other
Diabetes
Circulatory
Injury
no
no
no
no
yes
[70-80)
7
62
2
16
0
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
yes
yes
yes
[60-70)
2
29
1
23
1
1
0
Surgery
Injury
Circulatory
Diabetes
no
no
no
no
no
[80-90)
3
59
0
12
0
5
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
no
no
no
[70-80)
13
63
2
27
0
1
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
6
47
0
11
0
0
0
Other
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
3
17
0
22
1
2
2
Family/GeneralPractice
Respiratory
Circulatory
Diabetes
high
no
no
yes
no
[60-70)
5
31
6
18
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Musculoskeletal
no
no
no
no
yes
[60-70)
5
45
3
20
1
0
0
Family/GeneralPractice
Digestive
Respiratory
Digestive
no
no
yes
yes
no
[70-80)
4
28
0
13
1
2
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
yes
yes
[60-70)
11
60
1
15
0
1
0
InternalMedicine
Musculoskeletal
Other
Other
no
no
no
no
no
[40-50)
3
24
0
13
0
0
0
InternalMedicine
Respiratory
Other
Other
high
no
yes
yes
no
[60-70)
7
44
1
14
0
0
0
Surgery
Diabetes
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
3
30
3
16
0
1
3
Emergency/Trauma
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
4
45
0
12
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
2
11
3
7
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
1
35
0
7
6
3
0
Missing
Diabetes
Other
Circulatory
no
no
no
no
no
[70-80)
9
3
1
20
0
1
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
1
23
0
8
0
0
1
Missing
Respiratory
Other
Diabetes
no
high
no
yes
no
[70-80)
10
88
6
43
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[40-50)
6
82
0
23
0
1
1
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
1
33
0
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
1
29
3
14
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
3
74
3
23
1
1
1
Cardiology
Circulatory
Other
Circulatory
no
no
no
no
yes
[70-80)
8
67
0
20
0
0
0
Other
Diabetes
Other
Circulatory
no
no
no
yes
no
[80-90)
4
36
4
13
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
8
55
2
17
0
1
1
Missing
Injury
Other
Other
no
normal
yes
yes
no
[50-60)
2
38
1
34
0
0
1
Missing
Musculoskeletal
Circulatory
Diabetes
no
normal
yes
yes
no
[60-70)
3
28
0
15
0
2
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
5
31
0
21
0
1
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[40-50)
2
55
0
13
0
0
0
InternalMedicine
Respiratory
Respiratory
Other
no
no
no
no
no
[70-80)
6
43
1
22
1
1
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
yes
[70-80)
2
36
0
8
0
1
0
Family/GeneralPractice
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
7
50
0
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[80-90)
4
38
0
9
0
2
0
Missing
Digestive
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
7
50
2
16
0
3
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
high
yes
yes
yes
[90-100)
2
34
1
7
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[40-50)
1
63
3
16
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Diabetes
no
high
no
yes
no
[70-80)
3
50
0
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[70-80)
12
64
1
32
15
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[50-60)
1
30
0
12
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
7
28
0
13
0
0
0
Missing
Respiratory
Diabetes
Musculoskeletal
no
no
yes
yes
yes
[50-60)
1
10
1
16
0
0
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
no
no
no
[80-90)
10
84
0
14
0
0
0
InternalMedicine
Other
Other
Circulatory
no
high
yes
yes
yes
[60-70)
3
50
4
9
0
0
0
Family/GeneralPractice
Digestive
Digestive
Digestive
no
no
no
no
yes
[40-50)
4
48
0
10
0
0
0
Missing
Diabetes
Digestive
Other
no
no
yes
yes
yes
[70-80)
4
56
0
21
0
1
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
7
52
1
14
0
0
0
Other
Injury
Circulatory
Other
no
no
no
yes
yes
[80-90)
10
39
2
26
0
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
3
17
1
16
1
0
0
Missing
Musculoskeletal
Circulatory
Injury
normal
no
no
no
yes
[70-80)
1
4
0
11
1
0
0
Missing
Respiratory
Respiratory
Other
no
high
no
yes
yes
[60-70)
10
53
0
10
0
1
0
Other
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[40-50)
5
55
1
22
0
1
0
Other
Other
Other
Other
no
no
yes
yes
yes
[60-70)
1
17
3
8
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
9
40
0
10
0
0
0
Other
Other
Diabetes
Other
no
high
yes
yes
no
[70-80)
8
49
1
12
0
0
0
InternalMedicine
Other
Other
Injury
no
normal
yes
yes
no
[70-80)
2
54
0
25
0
2
0
Missing
Diabetes
Other
Other
no
high
no
yes
no
[80-90)
3
42
6
15
1
1
0
Missing
Circulatory
Circulatory
Missing
no
no
no
yes
yes
[40-50)
4
40
0
5
0
1
0
Other
Other
Diabetes
Other
no
high
yes
yes
yes
[60-70)
10
68
0
36
0
0
0
Missing
Other
Other
Injury
no
no
yes
yes
no
[50-60)
5
46
0
14
0
1
0
Missing
Circulatory
Respiratory
Other
no
normal
no
no
yes