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)
7
69
0
14
2
2
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
2
3
0
5
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
3
69
0
9
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
no
no
no
[80-90)
4
24
6
20
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
2
69
0
6
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[90-100)
6
55
3
12
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[40-50)
2
2
0
12
0
0
9
Missing
Digestive
Digestive
Diabetes
no
no
yes
yes
yes
[50-60)
3
51
0
17
12
3
0
Missing
Respiratory
Injury
Other
no
no
no
yes
yes
[50-60)
4
57
0
8
0
1
0
Missing
Respiratory
Diabetes
Circulatory
high
high
yes
yes
no
[70-80)
4
59
0
10
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
7
51
3
12
0
0
0
InternalMedicine
Digestive
Digestive
Diabetes
no
no
no
no
no
[80-90)
3
60
0
15
0
1
1
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[40-50)
1
4
0
12
0
2
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
1
45
0
9
0
0
1
Other
Respiratory
Respiratory
Circulatory
no
no
no
no
no
[80-90)
4
58
2
27
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
yes
no
[60-70)
7
8
0
11
0
2
1
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
7
58
6
30
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
2
56
0
13
1
1
0
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[50-60)
6
50
0
18
1
1
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
2
44
0
21
0
2
1
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
1
30
0
9
0
1
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[50-60)
1
30
6
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
3
5
0
13
0
0
0
Missing
Other
Other
Digestive
no
no
yes
yes
no
[50-60)
2
30
0
6
0
0
0
Missing
Circulatory
Other
Other
no
no
no
no
yes
[70-80)
3
59
2
20
0
0
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
3
66
0
12
2
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
6
52
0
18
0
0
0
Cardiology
Respiratory
Injury
Circulatory
no
no
no
yes
no
[70-80)
7
43
1
19
2
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[70-80)
2
42
2
3
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
no
no
no
[50-60)
4
2
1
21
1
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
4
37
1
25
0
2
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[50-60)
1
29
0
6
0
0
0
Missing
Other
Respiratory
Other
no
no
no
no
yes
[60-70)
3
49
1
17
0
3
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
4
51
0
17
0
1
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
yes
[70-80)
1
30
0
7
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
no
no
[80-90)
5
54
2
29
1
1
0
Missing
Respiratory
Circulatory
Respiratory
no
no
no
no
yes
[60-70)
3
47
0
15
0
0
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
yes
[70-80)
5
39
1
30
1
3
0
Missing
Respiratory
Respiratory
Respiratory
high
no
no
yes
no
[50-60)
1
51
6
9
2
1
0
Other
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
6
48
5
19
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
5
68
0
17
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[70-80)
14
41
4
26
0
1
0
Missing
Other
Injury
Digestive
no
no
no
no
no
[40-50)
4
75
3
21
0
1
1
Cardiology
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
14
46
0
26
0
7
0
InternalMedicine
Digestive
Other
Digestive
no
no
yes
yes
yes
[80-90)
5
40
1
1
0
0
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
no
yes
[70-80)
4
15
2
26
0
1
0
Surgery
Circulatory
Other
Other
normal
no
yes
yes
no
[70-80)
11
53
0
38
1
0
0
InternalMedicine
Respiratory
Musculoskeletal
Circulatory
no
no
yes
yes
yes
[50-60)
2
60
0
15
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
4
60
1
11
1
0
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
9
31
3
26
0
0
0
Other
Other
Other
Circulatory
no
no
no
no
no
[70-80)
7
45
0
11
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
high
yes
yes
no
[80-90)
6
64
1
18
0
0
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[60-70)
6
56
2
14
5
1
0
InternalMedicine
Digestive
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
2
37
3
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
1
2
0
11
1
0
0
Missing
Circulatory
Other
Other
no
no
no
no
no
[80-90)
8
66
5
23
0
0
0
InternalMedicine
Digestive
Digestive
Digestive
no
no
no
yes
yes
[50-60)
5
55
1
19
0
0
0
InternalMedicine
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[40-50)
2
1
0
28
4
5
0
Missing
Other
Musculoskeletal
Circulatory
no
no
yes
yes
yes
[60-70)
5
86
1
21
2
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[50-60)
8
54
4
16
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
6
52
0
15
0
0
0
Missing
Circulatory
Circulatory
Digestive
no
no
no
yes
yes
[70-80)
11
35
1
28
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
yes
yes
no
[80-90)
4
34
0
11
3
0
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
9
25
1
14
0
1
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
5
47
1
22
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
no
no
[70-80)
4
16
1
25
0
0
0
Other
Musculoskeletal
Musculoskeletal
Other
no
no
no
yes
no
[40-50)
5
14
2
23
0
4
0
InternalMedicine
Other
Other
Other
no
no
no
no
no
[70-80)
14
72
2
14
0
1
0
Missing
Other
Other
Respiratory
no
no
yes
yes
no
[70-80)
10
12
0
21
0
0
0
Missing
Respiratory
Respiratory
Respiratory
high
no
yes
yes
no
[40-50)
11
24
1
38
0
4
1
Family/GeneralPractice
Respiratory
Other
Other
normal
no
no
yes
yes
[50-60)
5
66
0
25
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[90-100)
1
43
2
14
0
0
3
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[40-50)
7
53
2
22
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
4
0
9
1
0
0
Missing
Respiratory
Diabetes
Digestive
no
normal
yes
yes
yes
[70-80)
9
56
0
12
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[50-60)
1
24
0
11
0
0
0
Emergency/Trauma
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[80-90)
8
36
0
19
0
2
0
Missing
Other
Musculoskeletal
Respiratory
no
no
yes
yes
yes
[50-60)
3
54
6
19
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
no
[50-60)
1
43
0
11
0
0
0
InternalMedicine
Other
Diabetes
Other
no
no
yes
yes
no
[70-80)
5
43
3
27
0
0
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
yes
yes
no
[50-60)
1
45
0
9
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
normal
no
no
yes
[50-60)
4
10
1
12
0
0
0
Other
Injury
Respiratory
Other
high
no
yes
yes
no
[70-80)
13
31
2
22
2
1
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[60-70)
7
80
4
48
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
4
48
0
21
1
3
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
4
32
2
21
0
2
0
Family/GeneralPractice
Digestive
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
7
55
4
20
0
0
0
Missing
Circulatory
Digestive
Diabetes
no
no
no
no
no
[60-70)
4
67
1
22
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
no
no
yes
[70-80)
11
72
4
25
0
0
0
Missing
Other
Other
Respiratory
no
no
yes
yes
no
[70-80)
4
66
0
21
3
0
0
Missing
Circulatory
Respiratory
Other
no
high
yes
yes
yes
[60-70)
3
57
0
9
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[40-50)
1
9
0
2
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
normal
no
no
no
[60-70)
4
44
4
28
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
10
62
2
28
0
1
1
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
1
33
5
8
3
2
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
4
58
1
11
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[50-60)
6
47
0
19
0
1
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
2
49
0
10
0
1
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[60-70)
5
41
2
20
0
0
0
Missing
Other
Diabetes
Other
no
no
no
no
no
[70-80)
3
59
0
12
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
no
no
yes
yes
no