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)
5
69
0
16
1
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
no
[40-50)
7
41
1
23
0
0
0
InternalMedicine
Respiratory
Diabetes
Respiratory
no
no
yes
yes
yes
[90-100)
3
67
1
14
0
9
0
Family/GeneralPractice
Digestive
Other
Other
no
no
no
yes
yes
[70-80)
3
73
1
25
0
3
1
InternalMedicine
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[50-60)
5
23
1
18
0
0
0
Missing
Digestive
Other
Diabetes
normal
no
no
yes
no
[80-90)
1
27
0
8
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[40-50)
5
61
3
21
0
0
0
Surgery
Circulatory
Diabetes
Respiratory
no
no
no
no
no
[80-90)
4
54
1
24
0
1
0
Missing
Injury
Other
Respiratory
no
no
no
yes
no
[70-80)
9
45
0
25
0
2
1
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
no
no
yes
yes
no
[40-50)
5
45
0
23
0
1
0
Emergency/Trauma
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
1
19
0
12
1
0
0
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
high
no
no
yes
yes
[50-60)
6
53
1
9
0
1
0
InternalMedicine
Other
Other
Other
high
no
no
no
yes
[60-70)
1
35
1
26
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[80-90)
4
36
0
9
0
0
0
Family/GeneralPractice
Other
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
34
0
10
0
1
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
8
58
1
27
0
1
0
Missing
Respiratory
Diabetes
Other
no
high
yes
yes
yes
[60-70)
9
47
3
28
0
1
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[60-70)
1
37
1
22
0
0
0
Missing
Musculoskeletal
Diabetes
Missing
no
no
yes
yes
no
[70-80)
3
39
0
12
4
1
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[60-70)
13
31
1
11
0
4
1
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[50-60)
7
66
0
24
0
2
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
9
73
2
29
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[70-80)
8
52
4
21
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
high
yes
yes
yes
[50-60)
4
81
2
36
0
0
0
Missing
Circulatory
Other
Respiratory
no
no
yes
yes
yes
[70-80)
2
28
4
25
0
0
0
Other
Musculoskeletal
Circulatory
Musculoskeletal
no
no
yes
yes
no
[60-70)
4
61
0
16
4
2
1
InternalMedicine
Diabetes
Other
Diabetes
no
no
no
no
yes
[80-90)
4
53
1
14
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[80-90)
1
9
3
8
0
0
0
Surgery
Circulatory
Other
Other
no
no
no
yes
yes
[70-80)
3
46
1
12
0
1
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
3
42
6
10
0
0
0
Missing
Injury
Circulatory
Circulatory
no
high
no
no
no
[70-80)
1
57
0
7
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[60-70)
9
66
4
25
0
0
0
Missing
Diabetes
Injury
Circulatory
no
no
no
no
no
[80-90)
7
23
4
23
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
1
47
6
10
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[90-100)
3
31
1
15
0
0
0
Missing
Injury
Other
Diabetes
no
no
no
yes
yes
[80-90)
11
74
1
19
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[60-70)
1
52
0
13
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
no
yes
[60-70)
4
25
0
19
0
0
0
Missing
Respiratory
Other
Circulatory
no
high
no
yes
no
[70-80)
1
29
0
6
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
3
22
1
19
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
4
44
6
15
0
0
0
Other
Digestive
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
4
48
2
5
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
5
50
1
18
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
4
20
2
8
0
0
0
Surgery
Diabetes
Other
Circulatory
no
no
no
no
yes
[60-70)
2
22
0
17
0
2
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
4
50
3
18
0
1
0
Missing
Musculoskeletal
Other
Injury
no
normal
yes
yes
yes
[50-60)
5
60
1
24
0
3
4
InternalMedicine
Other
Circulatory
Circulatory
no
high
no
yes
no
[60-70)
3
2
1
10
0
1
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[40-50)
2
45
1
14
0
3
1
Missing
Other
Respiratory
Other
no
no
yes
yes
no
[70-80)
2
38
2
7
0
3
1
Other
Other
Other
Other
no
no
no
yes
no
[70-80)
1
40
0
2
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[80-90)
10
40
4
15
1
3
0
InternalMedicine
Digestive
Other
Circulatory
no
no
no
no
no
[50-60)
8
80
0
19
0
3
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[60-70)
5
54
0
24
1
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
5
65
5
12
0
0
0
Other
Circulatory
Digestive
Other
no
no
no
yes
no
[70-80)
3
61
0
10
2
0
0
Missing
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[70-80)
7
48
2
18
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
high
no
yes
no
[60-70)
4
29
2
21
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
no
yes
no
[70-80)
3
61
0
18
0
0
0
InternalMedicine
Respiratory
Respiratory
Other
no
no
no
yes
yes
[70-80)
7
60
6
20
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
normal
no
yes
yes
[50-60)
6
61
0
18
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Respiratory
no
high
no
yes
no
[70-80)
2
44
2
13
0
0
0
Missing
Digestive
Digestive
Other
no
no
no
no
no
[90-100)
2
2
0
12
3
2
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
29
0
7
0
0
0
Surgery
Injury
Injury
Digestive
no
no
no
no
no
[40-50)
6
13
0
9
0
0
0
Missing
Respiratory
Other
Other
no
no
no
no
no
[70-80)
5
53
2
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
8
56
3
20
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
4
57
2
14
3
5
1
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[40-50)
8
69
0
20
0
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
no
[70-80)
5
62
1
12
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
5
45
1
12
0
0
0
Missing
Injury
Other
Other
no
no
no
no
no
[70-80)
3
61
0
7
0
1
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
yes
no
[60-70)
6
77
6
55
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
7
72
3
24
0
2
1
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
no
[80-90)
3
56
0
8
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[70-80)
5
34
1
12
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
no
no
[70-80)
1
19
3
7
0
0
0
Other
Injury
Digestive
Circulatory
no
no
no
no
yes
[40-50)
1
1
0
5
0
0
0
Other
Other
Diabetes
Missing
no
normal
no
yes
no
[60-70)
5
66
1
19
0
0
0
Emergency/Trauma
Diabetes
Other
Musculoskeletal
no
no
no
yes
no
[90-100)
4
39
0
3
0
0
0
InternalMedicine
Digestive
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
51
0
8
0
0
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
no
no
no
yes
[50-60)
3
38
1
18
0
2
0
Other
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
4
35
3
21
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
8
53
0
22
0
0
1
Missing
Respiratory
Circulatory
Digestive
no
normal
no
yes
yes
[70-80)
1
44
2
2
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
3
32
0
22
0
0
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
2
59
2
33
1
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
8
24
0
11
2
1
0
Missing
Circulatory
Circulatory
Diabetes
normal
no
yes
yes
no
[70-80)
9
65
1
18
1
1
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[80-90)
2
16
1
8
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[60-70)
2
45
0
17
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
high
yes
yes
no
[80-90)
1
3
2
16
0
3
0
Missing
Respiratory
Diabetes
Respiratory
no
high
no
yes
no
[60-70)
1
61
0
10
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
3
59
0
11
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[80-90)
2
57
0
9
0
0
0
InternalMedicine
Other
Other
Missing
no
no
no
yes
no
[60-70)
4
22
0
13
1
1
0
Other
Other
Other
Diabetes
high
no
yes
yes
yes
[60-70)
8
1
1
10
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
yes
no
[60-70)
3
33
3
20
0
0
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
no
no
no
[50-60)
5
45
1
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
5
43
2
14
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
no
no