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)
2
39
2
14
0
2
0
Missing
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
3
44
0
11
0
1
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
yes
no
[50-60)
1
37
0
12
0
1
0
Surgery
Injury
Other
Other
no
no
no
no
no
[70-80)
2
72
1
12
0
0
0
Other
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
2
41
0
12
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[70-80)
4
63
4
27
0
0
0
Missing
Injury
Circulatory
Circulatory
no
high
no
yes
no
[60-70)
6
56
3
14
0
0
0
Other
Other
Other
Circulatory
no
no
no
no
no
[50-60)
2
38
0
13
0
0
0
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[40-50)
3
34
0
10
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
normal
no
yes
no
[70-80)
1
29
0
10
4
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
4
65
0
21
4
3
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
8
50
1
26
0
2
1
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
10
44
2
30
0
0
2
InternalMedicine
Circulatory
Digestive
Other
no
no
yes
yes
yes
[60-70)
10
34
2
39
0
2
0
Other
Other
Other
Circulatory
no
no
no
no
no
[60-70)
2
38
0
7
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
no
no
[80-90)
8
54
0
19
0
1
1
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
3
38
2
6
0
0
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
no
[70-80)
7
70
2
16
0
1
0
Emergency/Trauma
Other
Other
Other
no
normal
yes
yes
no
[70-80)
3
43
4
16
0
1
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
43
0
6
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[80-90)
4
63
0
8
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
normal
no
no
no
[60-70)
1
12
0
12
0
0
0
Missing
Circulatory
Circulatory
Respiratory
normal
no
yes
yes
no
[80-90)
8
54
0
16
0
0
0
InternalMedicine
Respiratory
Respiratory
Musculoskeletal
no
no
no
no
yes
[70-80)
7
43
0
18
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
8
47
0
22
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
2
32
1
22
0
0
0
Missing
Musculoskeletal
Digestive
Digestive
no
no
no
yes
no
[60-70)
6
53
0
13
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
no
no
no
[60-70)
1
1
1
20
0
1
0
Cardiology
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
5
39
4
17
0
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
high
no
yes
yes
[60-70)
3
31
3
37
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
14
57
1
39
0
0
0
Missing
Injury
Digestive
Other
no
no
no
yes
yes
[90-100)
6
16
2
16
0
1
0
Other
Other
Other
Diabetes
high
no
yes
yes
no
[80-90)
5
45
1
15
0
0
0
Other
Injury
Injury
Digestive
no
no
no
yes
yes
[60-70)
2
43
0
10
0
0
1
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
6
34
5
5
0
0
0
Other
Digestive
Digestive
Digestive
no
no
no
no
no
[80-90)
6
27
3
14
0
1
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
no
[50-60)
5
52
2
27
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
3
43
0
13
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
13
74
4
33
0
0
0
Other
Other
Diabetes
Circulatory
no
normal
no
yes
no
[70-80)
3
40
0
14
2
0
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[80-90)
12
31
0
28
0
0
0
Other
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
4
30
0
8
1
2
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
yes
[70-80)
4
43
0
19
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
12
69
3
18
1
2
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
2
8
0
8
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
4
41
0
11
0
0
0
Missing
Other
Other
Digestive
no
no
no
no
yes
[50-60)
2
52
0
17
0
1
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
no
[60-70)
10
45
4
22
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
11
0
13
0
0
0
Missing
Circulatory
Other
Respiratory
no
no
yes
yes
no
[50-60)
3
63
0
15
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
5
34
3
23
0
1
0
Missing
Injury
Other
Circulatory
no
normal
no
yes
yes
[70-80)
7
46
0
10
0
0
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[50-60)
1
49
6
22
2
1
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
6
55
0
23
1
6
6
Missing
Respiratory
Diabetes
Other
no
no
no
yes
yes
[70-80)
7
32
0
10
0
1
0
InternalMedicine
Injury
Respiratory
Other
no
no
yes
yes
yes
[60-70)
10
60
0
27
0
1
0
Missing
Respiratory
Diabetes
Respiratory
no
no
no
no
yes
[70-80)
1
4
0
10
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
5
14
1
14
0
0
0
Surgery
Respiratory
Other
Respiratory
no
no
yes
yes
yes
[80-90)
4
55
1
22
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[60-70)
3
31
1
16
0
0
0
Other
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
3
19
3
8
0
0
0
Other
Injury
Other
Diabetes
high
no
yes
yes
no
[40-50)
3
88
0
23
0
2
0
Family/GeneralPractice
Diabetes
Diabetes
Other
no
no
no
yes
yes
[80-90)
6
21
0
16
0
0
0
Family/GeneralPractice
Circulatory
Other
Respiratory
normal
no
no
yes
no
[60-70)
3
53
5
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
2
32
1
26
0
2
0
Other
Other
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
2
31
2
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
1
1
0
16
0
0
0
Emergency/Trauma
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
1
66
0
21
0
2
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
7
16
0
12
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[70-80)
2
44
0
17
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
no
[70-80)
5
47
0
23
0
0
0
Other
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
5
53
2
20
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
no
[60-70)
1
8
5
13
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
4
17
0
15
2
0
0
Missing
Respiratory
Diabetes
Respiratory
high
no
no
yes
no
[60-70)
9
52
0
12
0
0
0
Missing
Digestive
Digestive
Musculoskeletal
no
no
no
no
no
[50-60)
3
46
0
12
0
0
0
Other
Circulatory
Other
Respiratory
no
high
no
yes
no
[70-80)
5
73
0
28
0
1
0
Other
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
4
50
0
15
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
2
35
5
12
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
7
65
6
50
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
2
68
1
6
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
no
yes
no
[50-60)
7
63
6
30
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
2
51
0
5
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
8
49
1
27
0
2
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
23
1
9
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
yes
[80-90)
6
66
0
11
0
0
0
Missing
Other
Other
Other
normal
no
no
no
yes
[60-70)
3
39
0
9
0
1
0
InternalMedicine
Digestive
Diabetes
Missing
no
no
yes
yes
yes
[80-90)
8
46
1
10
0
0
0
Missing
Digestive
Musculoskeletal
Digestive
no
no
yes
yes
yes
[70-80)
3
45
1
15
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
4
35
0
12
0
1
0
Other
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
10
17
2
35
2
0
0
Missing
Digestive
Circulatory
Other
normal
no
yes
yes
yes
[80-90)
2
66
0
18
0
0
0
Missing
Respiratory
Circulatory
Other
no
normal
yes
yes
no
[50-60)
4
44
0
14
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
10
47
3
30
0
0
1
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[60-70)
1
8
0
9
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[70-80)
6
76
6
44
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
3
65
0
28
1
0
1
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
4
41
0
13
0
0
0
Other
Other
Other
Other
no
no
yes
yes
no
[70-80)
4
41
5
18
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
6
81
1
26
0
0
0
InternalMedicine
Other
Diabetes
Other
high
no
no
yes
yes