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)
4
44
0
14
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
no
[70-80)
4
46
2
11
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
yes
[60-70)
2
43
0
7
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[60-70)
6
53
0
15
0
2
0
Missing
Digestive
Diabetes
Other
no
no
no
yes
no
[50-60)
1
36
0
13
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
1
32
0
12
0
0
0
Missing
Circulatory
Respiratory
Other
no
high
no
yes
no
[70-80)
4
48
0
12
1
2
0
Missing
Circulatory
Digestive
Digestive
no
no
no
yes
yes
[80-90)
5
76
0
13
0
0
1
Emergency/Trauma
Other
Circulatory
Respiratory
no
no
yes
yes
yes
[50-60)
9
10
1
17
0
0
0
Cardiology
Injury
Other
Other
no
no
no
no
no
[80-90)
5
2
1
25
0
0
0
Missing
Musculoskeletal
Circulatory
Other
no
no
no
no
no
[60-70)
4
42
1
24
0
2
0
Family/GeneralPractice
Other
Other
Digestive
no
no
no
yes
yes
[50-60)
4
69
1
20
0
1
0
Missing
Other
Other
Diabetes
no
high
no
yes
yes
[60-70)
2
64
0
11
2
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[70-80)
2
47
0
16
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
1
33
2
6
0
0
0
Other
Digestive
Other
Digestive
no
no
no
yes
yes
[80-90)
4
75
3
24
0
0
2
InternalMedicine
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
yes
[60-70)
6
67
0
14
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Other
no
high
no
no
no
[60-70)
4
56
1
13
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
9
71
0
13
0
2
0
InternalMedicine
Respiratory
Other
Diabetes
no
no
no
yes
yes
[80-90)
6
76
0
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
5
71
6
17
1
0
0
Missing
Digestive
Digestive
Other
no
normal
yes
yes
no
[60-70)
2
38
2
34
0
1
0
Surgery
Other
Injury
Diabetes
no
no
yes
yes
yes
[40-50)
6
60
1
19
0
0
0
Missing
Digestive
Digestive
Diabetes
no
no
yes
yes
yes
[80-90)
7
22
1
30
0
0
0
Other
Injury
Digestive
Respiratory
high
no
yes
yes
no
[50-60)
4
29
0
17
0
2
0
InternalMedicine
Diabetes
Other
Other
high
no
yes
yes
yes
[50-60)
7
69
5
30
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
1
3
13
3
1
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
14
52
6
27
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
no
no
no
[70-80)
1
20
3
13
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[50-60)
3
36
1
12
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
high
yes
yes
no
[60-70)
13
84
1
23
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
3
78
2
25
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
yes
yes
no
[80-90)
6
56
0
27
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
1
17
1
13
0
0
0
Cardiology
Other
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
3
58
1
16
0
0
0
Emergency/Trauma
Digestive
Digestive
Diabetes
no
no
no
yes
no
[40-50)
3
38
0
13
0
0
0
Cardiology
Respiratory
Diabetes
Other
no
high
no
yes
no
[90-100)
2
51
1
13
0
0
0
Missing
Other
Other
Respiratory
no
no
no
no
no
[70-80)
5
47
0
16
2
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
4
57
0
11
0
1
0
InternalMedicine
Digestive
Other
Digestive
no
high
no
yes
yes
[80-90)
1
54
0
9
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
yes
[40-50)
3
49
0
12
0
0
0
Missing
Diabetes
Digestive
Other
no
high
yes
yes
no
[70-80)
7
18
0
21
0
0
1
Missing
Circulatory
Other
Other
high
no
yes
yes
no
[70-80)
3
1
1
9
2
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
2
57
1
14
0
2
0
Missing
Diabetes
Other
Other
no
no
no
yes
yes
[60-70)
4
24
1
9
0
0
0
Missing
Musculoskeletal
Diabetes
Missing
no
no
no
yes
yes
[70-80)
5
11
0
13
0
1
0
Other
Other
Other
Respiratory
no
no
no
yes
yes
[50-60)
2
44
0
9
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
3
16
0
4
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
normal
no
no
yes
[70-80)
4
57
4
22
0
0
0
Surgery
Musculoskeletal
Diabetes
Musculoskeletal
no
no
yes
yes
yes
[70-80)
3
41
0
7
0
1
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
no
[60-70)
1
49
5
19
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
no
yes
[50-60)
2
59
0
17
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
1
1
3
23
0
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[50-60)
4
86
2
19
0
1
2
Missing
Other
Other
Digestive
no
no
yes
yes
yes
[70-80)
6
5
3
15
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
3
45
0
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[70-80)
4
54
0
17
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
8
79
1
25
2
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
1
32
6
13
0
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
5
46
1
15
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
5
65
2
29
0
0
0
Missing
Digestive
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
4
39
1
16
0
0
0
Missing
Diabetes
Digestive
Circulatory
no
no
yes
yes
no
[50-60)
2
42
0
12
0
1
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
8
17
0
17
0
3
0
Other
Other
Diabetes
Circulatory
no
no
no
no
no
[60-70)
2
33
6
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[50-60)
9
46
6
26
0
0
0
Cardiology
Circulatory
Respiratory
Injury
no
no
no
yes
no
[70-80)
8
32
1
6
0
0
0
Missing
Other
Other
Circulatory
no
normal
no
no
no
[40-50)
6
48
0
14
0
1
0
Other
Other
Digestive
Diabetes
no
no
yes
yes
no
[70-80)
2
41
0
14
1
1
1
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
14
82
4
25
0
0
0
Other
Diabetes
Other
Other
no
high
no
yes
yes
[70-80)
2
38
1
16
0
1
5
Other
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[40-50)
4
37
3
32
0
0
0
Other
Injury
Musculoskeletal
Diabetes
no
no
no
yes
no
[40-50)
1
12
0
19
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
4
48
1
15
0
0
3
InternalMedicine
Digestive
Other
Other
no
no
yes
yes
yes
[80-90)
2
34
0
7
0
2
0
InternalMedicine
Diabetes
Circulatory
Other
no
no
no
no
yes
[50-60)
1
58
0
9
0
0
1
Emergency/Trauma
Respiratory
Diabetes
Other
no
no
yes
yes
no
[50-60)
3
41
1
12
0
0
0
Missing
Digestive
Other
Other
no
normal
no
yes
no
[80-90)
8
43
1
11
0
0
0
Missing
Digestive
Other
Digestive
no
no
yes
yes
yes
[70-80)
1
35
3
17
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
5
57
3
19
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Other
no
no
no
no
yes
[60-70)
2
42
1
18
0
4
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
5
29
0
11
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[80-90)
2
47
0
5
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[70-80)
4
55
5
17
0
2
2
Emergency/Trauma
Other
Circulatory
Other
no
no
yes
yes
yes
[70-80)
12
67
0
16
0
0
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
no
yes
yes
[50-60)
1
1
4
10
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[40-50)
2
45
6
18
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
5
64
1
26
0
6
0
InternalMedicine
Digestive
Digestive
Other
no
high
no
yes
yes
[50-60)
1
10
2
6
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[60-70)
7
79
6
28
0
1
4
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
5
72
0
22
1
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
3
1
1
12
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[50-60)
3
35
3
35
0
1
1
Missing
Other
Circulatory
Other
no
high
yes
yes
yes
[60-70)
1
29
1
20
1
0
0
Missing
Other
Diabetes
Respiratory
no
no
yes
yes
no
[60-70)
7
83
1
20
0
0
0
Missing
Digestive
Circulatory
Digestive
no
no
no
yes
yes
[80-90)
4
46
0
7
0
3
0
Emergency/Trauma
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
1
3
2
18
0
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
no
no
no
[70-80)
4
46
5
6
0
1
0
Other
Diabetes
Other
Other
no
no
no
yes
yes
[70-80)
7
37
0
18
0
0
0
Missing
Other
Musculoskeletal
Other
no
no
no
yes
no
[90-100)
3
57
0
10
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no