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)
10
63
1
19
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
high
yes
yes
no
[40-50)
5
59
0
9
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
high
no
yes
no
[60-70)
6
32
0
15
0
1
0
Family/GeneralPractice
Diabetes
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
2
1
2
6
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
4
62
0
19
1
1
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
6
48
0
16
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
high
yes
yes
no
[60-70)
1
39
0
18
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
5
45
3
16
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[50-60)
6
62
3
20
0
1
2
Surgery
Circulatory
Other
Other
no
no
yes
yes
yes
[60-70)
2
34
0
14
0
1
0
Other
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
13
50
3
30
1
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[70-80)
5
17
0
22
1
1
0
Other
Digestive
Other
Circulatory
no
no
yes
yes
yes
[70-80)
3
44
0
13
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
6
25
2
14
1
0
0
Surgery
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
3
46
2
14
0
1
1
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[40-50)
1
34
3
14
0
3
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
1
39
0
12
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
1
21
0
11
2
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
normal
no
no
yes
[50-60)
3
44
0
9
0
1
0
Family/GeneralPractice
Respiratory
Other
Circulatory
no
no
no
yes
no
[70-80)
2
11
1
12
4
0
0
Missing
Musculoskeletal
Diabetes
Other
no
no
no
yes
yes
[60-70)
7
57
0
31
0
1
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
high
yes
yes
yes
[80-90)
3
34
1
5
1
0
0
Missing
Injury
Injury
Musculoskeletal
no
no
no
yes
no
[70-80)
4
6
3
14
3
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[70-80)
3
26
2
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
no
no
no
[70-80)
6
54
5
17
0
0
0
Surgery
Diabetes
Other
Other
no
normal
yes
yes
yes
[60-70)
2
34
1
13
0
2
0
Emergency/Trauma
Injury
Other
Diabetes
no
no
yes
yes
no
[60-70)
1
43
0
7
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[80-90)
4
29
0
22
1
7
1
Missing
Respiratory
Circulatory
Diabetes
no
no
no
yes
yes
[90-100)
5
49
0
17
0
2
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
1
42
2
21
0
3
1
Missing
Injury
Other
Circulatory
no
no
no
no
no
[50-60)
2
34
0
18
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[80-90)
3
1
0
3
0
0
1
Emergency/Trauma
Digestive
Diabetes
Other
no
no
yes
yes
yes
[80-90)
3
30
0
7
1
3
1
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
6
73
0
15
1
0
0
Missing
Other
Other
Circulatory
no
high
no
no
no
[60-70)
4
18
3
15
0
0
0
Other
Musculoskeletal
Injury
Other
no
no
yes
yes
yes
[60-70)
1
42
0
10
3
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[60-70)
6
43
6
23
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
3
61
0
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
9
47
4
32
1
1
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[70-80)
1
44
1
11
0
0
0
Emergency/Trauma
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
5
32
0
15
0
1
0
Other
Respiratory
Other
Other
no
no
yes
yes
yes
[60-70)
2
50
0
10
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
normal
no
yes
no
[50-60)
2
53
0
12
0
0
0
Missing
Digestive
Other
Digestive
no
normal
no
yes
yes
[70-80)
1
48
1
16
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
normal
no
no
no
no
[80-90)
3
40
0
11
0
0
0
Other
Other
Circulatory
Other
no
no
no
no
no
[50-60)
1
61
0
4
0
1
1
Surgery
Digestive
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
5
5
1
24
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
no
yes
no
[50-60)
5
19
0
17
0
0
0
Other
Other
Diabetes
Missing
normal
no
yes
yes
yes
[60-70)
1
36
0
11
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[50-60)
2
67
4
18
0
0
1
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
10
40
0
10
0
0
0
Missing
Circulatory
Diabetes
Musculoskeletal
no
no
yes
yes
no
[80-90)
4
38
2
24
0
1
0
Missing
Injury
Other
Other
no
no
yes
yes
no
[60-70)
5
52
1
26
3
1
1
Missing
Injury
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
9
44
1
38
0
1
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[50-60)
1
12
0
6
0
0
0
Other
Other
Circulatory
Other
no
no
no
yes
no
[60-70)
2
12
0
11
0
0
1
Missing
Circulatory
Respiratory
Diabetes
no
no
no
yes
yes
[70-80)
3
11
1
26
0
0
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
no
no
no
[50-60)
13
56
2
31
0
0
0
Missing
Injury
Other
Diabetes
no
no
no
no
yes
[70-80)
2
32
0
17
0
0
0
Missing
Circulatory
Diabetes
Missing
no
no
yes
yes
yes
[40-50)
3
31
0
6
0
1
0
Family/GeneralPractice
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
8
63
0
16
0
0
0
Missing
Respiratory
Diabetes
Other
no
high
yes
yes
no
[50-60)
4
56
0
21
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
normal
no
no
no
[60-70)
2
44
0
18
0
0
0
Missing
Respiratory
Other
Respiratory
no
normal
no
yes
yes
[60-70)
5
54
0
15
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
4
18
0
16
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Musculoskeletal
normal
no
no
no
no
[70-80)
5
56
4
21
0
2
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
5
41
3
19
0
3
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[70-80)
9
83
0
41
0
1
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
8
1
1
12
0
1
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
yes
[80-90)
7
16
1
9
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Other
no
no
no
no
no
[60-70)
6
65
2
21
0
0
0
Missing
Respiratory
Respiratory
Other
no
high
yes
yes
no
[50-60)
7
43
0
21
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[40-50)
2
55
0
12
1
0
1
Missing
Other
Injury
Other
no
no
yes
yes
yes
[70-80)
4
54
6
24
0
0
0
Other
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
3
35
1
13
0
0
0
Surgery
Other
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
7
54
1
21
0
0
3
Missing
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[40-50)
7
80
3
19
1
0
1
Missing
Other
Other
Diabetes
no
no
no
no
yes
[50-60)
9
66
0
19
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
7
77
6
33
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
1
27
0
10
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
normal
no
yes
yes
yes
[90-100)
4
67
0
17
0
1
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
2
46
6
16
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
yes
no
[80-90)
3
48
0
7
0
1
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
yes
[70-80)
5
52
0
20
0
0
0
Missing
Other
Other
Musculoskeletal
no
no
yes
yes
yes
[70-80)
5
52
1
17
0
0
0
Surgery
Musculoskeletal
Respiratory
Other
no
no
no
no
yes
[90-100)
2
26
0
10
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
no
[50-60)
4
49
3
17
0
0
0
Other
Other
Other
Diabetes
no
no
yes
yes
no
[60-70)
3
29
3
15
0
1
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
9
27
2
24
0
0
0
Other
Circulatory
Respiratory
Respiratory
high
no
no
yes
yes
[80-90)
3
54
0
7
0
0
0
InternalMedicine
Musculoskeletal
Diabetes
Other
no
high
no
yes
no
[40-50)
2
42
1
15
0
0
0
InternalMedicine
Circulatory
Diabetes
Missing
no
high
yes
yes
no
[70-80)
5
42
0
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
yes
[70-80)
8
32
6
47
0
1
0
Surgery
Circulatory
Other
Circulatory
no
no
no
yes
yes
[40-50)
7
48
1
29
0
1
1
Other
Digestive
Digestive
Other
no
no
yes
yes
no
[60-70)
1
2
2
18
0
0
0
Missing
Digestive
Diabetes
Other
no
no
yes
yes
no
[90-100)
2
30
0
20
3
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
5
28
0
9
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[40-50)
3
46
0
3
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
no
no
no
no
[60-70)
1
37
0
8
0
0
0
InternalMedicine
Digestive
Digestive
Diabetes
no
no
no
no
no
[50-60)
5
69
0
18
1
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes