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)
4
78
0
25
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[60-70)
2
1
1
11
0
1
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
7
46
1
7
0
0
0
Missing
Circulatory
Musculoskeletal
Diabetes
no
no
no
no
yes
[70-80)
9
47
6
24
0
0
0
Other
Other
Other
Other
no
no
yes
yes
no
[70-80)
4
45
3
10
0
0
0
Other
Other
Other
Digestive
no
normal
no
no
no
[70-80)
4
52
3
9
0
0
0
InternalMedicine
Other
Diabetes
Digestive
no
no
no
no
no
[80-90)
5
85
2
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
8
33
0
13
0
0
0
InternalMedicine
Diabetes
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
2
1
0
25
1
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[70-80)
8
59
1
12
0
0
1
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
4
62
0
22
0
0
0
Missing
Injury
Respiratory
Circulatory
no
normal
no
yes
no
[50-60)
5
61
1
23
5
1
0
Missing
Respiratory
Other
Circulatory
no
normal
yes
yes
no
[80-90)
4
22
0
17
0
1
0
InternalMedicine
Respiratory
Respiratory
Circulatory
high
no
no
yes
no
[70-80)
12
42
4
23
0
0
0
Family/GeneralPractice
Diabetes
Musculoskeletal
Musculoskeletal
no
no
yes
yes
yes
[60-70)
1
49
5
2
0
0
0
Missing
Respiratory
Injury
Other
no
no
no
yes
yes
[70-80)
6
51
3
23
0
1
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
5
41
4
16
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
6
30
1
15
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
5
73
5
49
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[90-100)
2
68
3
17
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
6
49
0
8
0
1
0
InternalMedicine
Other
Diabetes
Other
no
no
no
yes
no
[40-50)
2
49
0
15
3
3
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
5
35
0
18
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
6
50
6
44
0
1
0
Missing
Circulatory
Injury
Circulatory
no
no
yes
yes
no
[80-90)
12
40
0
8
0
1
0
Other
Other
Musculoskeletal
Circulatory
no
no
no
yes
no
[60-70)
1
4
0
7
0
0
0
Missing
Respiratory
Other
Other
no
no
no
no
yes
[80-90)
2
36
0
21
0
0
1
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[70-80)
2
34
0
17
0
0
0
Missing
Other
Circulatory
Respiratory
no
no
no
yes
yes
[80-90)
4
77
0
9
3
0
0
Missing
Circulatory
Other
Other
no
no
no
no
yes
[50-60)
7
82
6
30
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
1
1
0
1
0
1
0
Missing
Other
Other
Digestive
no
no
no
no
no
[50-60)
4
62
2
14
0
1
0
Missing
Diabetes
Circulatory
Other
no
high
no
yes
yes
[70-80)
3
68
1
16
3
1
0
Missing
Digestive
Other
Circulatory
no
no
yes
yes
no
[50-60)
7
78
2
29
0
0
0
InternalMedicine
Respiratory
Respiratory
Respiratory
no
high
yes
yes
no
[60-70)
3
51
1
10
1
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
1
24
5
21
2
1
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
2
45
0
7
1
1
0
InternalMedicine
Diabetes
Respiratory
Circulatory
no
no
no
no
no
[70-80)
4
32
2
28
0
1
0
Other
Musculoskeletal
Other
Digestive
no
no
yes
yes
no
[60-70)
3
1
1
18
0
0
0
Other
Musculoskeletal
Other
Diabetes
no
no
yes
yes
no
[40-50)
4
58
0
14
0
1
1
Missing
Diabetes
Circulatory
Other
no
high
yes
yes
yes
[50-60)
3
55
0
11
0
0
0
Family/GeneralPractice
Respiratory
Circulatory
Respiratory
no
high
yes
yes
no
[60-70)
9
48
4
21
0
0
0
Missing
Diabetes
Circulatory
Respiratory
no
high
no
yes
no
[70-80)
6
85
0
37
0
0
1
InternalMedicine
Other
Circulatory
Other
no
no
yes
yes
yes
[80-90)
3
26
0
21
0
0
0
Family/GeneralPractice
Diabetes
Respiratory
Circulatory
high
no
yes
yes
yes
[80-90)
3
42
0
18
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
no
[50-60)
12
64
0
32
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
high
yes
yes
no
[50-60)
6
52
2
15
0
0
0
Missing
Injury
Injury
Injury
no
no
yes
yes
no
[50-60)
2
24
0
7
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
1
19
5
16
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
4
40
0
12
0
2
4
Emergency/Trauma
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
6
66
0
30
0
3
1
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[80-90)
2
21
0
12
1
0
0
Cardiology
Circulatory
Circulatory
Other
high
no
yes
yes
no
[60-70)
2
26
4
10
0
0
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[40-50)
6
65
2
23
1
1
1
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[40-50)
2
9
0
10
0
1
0
Surgery
Digestive
Other
Diabetes
no
no
yes
yes
no
[70-80)
10
41
3
23
1
4
0
InternalMedicine
Diabetes
Other
Other
no
no
no
no
no
[60-70)
4
42
0
12
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
2
33
0
8
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
2
34
3
8
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
no
no
no
[60-70)
8
54
2
11
0
1
0
Missing
Other
Circulatory
Musculoskeletal
no
no
yes
yes
no
[80-90)
1
50
0
9
0
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[70-80)
8
63
2
28
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[60-70)
5
45
0
16
0
2
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
3
61
1
41
0
1
0
Other
Musculoskeletal
Injury
Other
no
high
no
yes
yes
[60-70)
12
47
1
36
0
0
2
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
38
0
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
2
46
2
21
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
no
no
[50-60)
3
51
0
18
2
2
0
Missing
Digestive
Other
Diabetes
no
high
yes
yes
yes
[80-90)
2
45
2
28
0
2
1
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
2
36
1
13
1
0
0
Other
Musculoskeletal
Injury
Diabetes
no
no
no
yes
no
[60-70)
2
57
0
16
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
no
no
yes
[80-90)
4
61
1
19
0
0
0
Surgery
Respiratory
Other
Other
no
no
no
no
no
[40-50)
7
37
1
17
0
1
0
Missing
Digestive
Other
Diabetes
no
no
no
no
no
[70-80)
9
31
1
21
1
0
0
Surgery
Other
Diabetes
Other
no
no
no
yes
no
[70-80)
6
50
0
13
0
3
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[60-70)
9
69
4
35
0
0
1
Emergency/Trauma
Injury
Respiratory
Respiratory
no
no
yes
yes
yes
[90-100)
2
43
3
8
0
0
0
Missing
Circulatory
Diabetes
Circulatory
normal
no
no
yes
yes
[60-70)
5
39
3
11
0
1
0
Surgery
Diabetes
Other
Respiratory
no
high
no
yes
no
[70-80)
5
60
6
32
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
4
48
1
9
0
0
0
Missing
Respiratory
Circulatory
Musculoskeletal
no
high
no
no
no
[70-80)
6
43
0
16
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
3
59
5
16
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
5
49
0
9
0
1
0
Emergency/Trauma
Respiratory
Diabetes
Musculoskeletal
no
no
no
yes
no
[60-70)
2
52
0
11
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[50-60)
2
2
3
7
0
0
0
Surgery
Circulatory
Diabetes
Digestive
no
no
no
yes
no
[60-70)
4
35
0
11
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
9
81
6
31
0
2
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
2
57
0
9
0
4
1
InternalMedicine
Circulatory
Other
Respiratory
no
no
yes
yes
yes
[90-100)
3
25
0
7
0
0
0
Missing
Diabetes
Other
Other
normal
no
no
yes
no
[40-50)
8
47
1
21
0
2
0
Other
Other
Other
Other
no
no
no
yes
yes
[50-60)
4
45
5
33
1
0
0
Surgery
Circulatory
Respiratory
Other
no
no
no
yes
no
[40-50)
7
63
0
27
4
3
1
Emergency/Trauma
Respiratory
Other
Respiratory
no
high
yes
yes
yes
[60-70)
4
63
0
13
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
no
no
[50-60)
2
1
1
13
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[80-90)
2
25
0
10
0
1
0
Emergency/Trauma
Respiratory
Other
Other
no
no
no
no
no
[80-90)
8
60
0
25
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
3
61
0
15
0
0
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
yes
yes
[60-70)
3
41
0
15
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
3
41
1
23
0
3
0
InternalMedicine
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[70-80)
5
25
5
33
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
no
no