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)
3
54
1
18
0
0
0
Family/GeneralPractice
Circulatory
Other
Respiratory
no
no
no
no
no
[80-90)
3
45
0
13
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
2
42
0
10
0
0
0
Missing
Respiratory
Other
Other
no
no
no
no
no
[70-80)
3
26
0
18
5
0
0
Missing
Injury
Injury
Other
no
no
yes
yes
no
[60-70)
4
42
4
13
0
0
0
Missing
Digestive
Diabetes
Digestive
no
no
yes
yes
yes
[50-60)
5
52
1
21
0
2
0
Surgery
Circulatory
Diabetes
Circulatory
no
normal
no
yes
yes
[70-80)
1
43
1
8
0
0
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
yes
yes
no
[80-90)
1
67
1
7
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
no
no
[80-90)
4
72
1
11
0
0
0
Emergency/Trauma
Other
Diabetes
Other
no
high
yes
yes
no
[60-70)
5
65
0
7
0
1
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
yes
[60-70)
4
68
3
19
0
1
0
Other
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[60-70)
3
60
0
15
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[60-70)
5
64
3
27
0
0
0
Missing
Circulatory
Other
Diabetes
no
normal
yes
yes
yes
[70-80)
2
21
0
9
1
0
0
Cardiology
Circulatory
Circulatory
Diabetes
high
no
no
yes
yes
[80-90)
6
34
1
17
0
1
0
Missing
Circulatory
Other
Other
no
no
no
yes
no
[60-70)
3
29
3
21
4
1
1
Other
Injury
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
10
46
0
23
0
0
0
Missing
Respiratory
Circulatory
Digestive
no
high
yes
yes
yes
[50-60)
3
2
2
13
0
0
0
Emergency/Trauma
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
6
66
0
15
0
1
0
Missing
Other
Other
Circulatory
no
normal
yes
yes
no
[60-70)
4
60
0
24
2
4
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[80-90)
2
34
0
14
0
1
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[80-90)
3
37
0
13
0
0
0
InternalMedicine
Injury
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
2
42
5
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
9
41
2
26
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
yes
no
[70-80)
5
69
2
25
0
2
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[60-70)
4
1
4
11
3
1
0
Surgery
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
5
28
0
16
0
0
0
Missing
Respiratory
Digestive
Other
no
no
yes
yes
yes
[70-80)
5
60
5
43
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[50-60)
5
67
4
26
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
high
yes
yes
no
[40-50)
6
79
3
11
0
0
0
Missing
Diabetes
Other
Other
high
high
yes
yes
no
[90-100)
2
51
0
4
3
3
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
3
29
0
9
1
0
1
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
1
17
0
13
3
0
0
InternalMedicine
Circulatory
Other
Diabetes
high
no
yes
yes
no
[60-70)
3
32
6
7
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
no
yes
[50-60)
6
74
2
16
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
3
52
1
22
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[40-50)
4
67
1
13
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
yes
yes
yes
[70-80)
5
40
2
22
0
0
0
Missing
Injury
Respiratory
Respiratory
no
no
no
no
no
[50-60)
1
40
0
3
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
no
[70-80)
3
51
1
31
0
0
0
Surgery
Circulatory
Diabetes
Other
no
high
yes
yes
yes
[80-90)
4
43
0
7
4
1
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
2
41
0
11
0
0
0
Missing
Injury
Respiratory
Injury
no
no
no
no
no
[70-80)
1
30
3
10
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
5
70
0
10
0
0
0
InternalMedicine
Diabetes
Other
Musculoskeletal
no
no
yes
yes
no
[70-80)
8
52
0
13
0
2
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[80-90)
4
52
0
21
0
2
0
Missing
Other
Injury
Circulatory
no
no
no
yes
yes
[80-90)
9
48
3
24
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[60-70)
3
23
1
12
0
0
0
Family/GeneralPractice
Other
Other
Other
high
no
yes
yes
no
[50-60)
13
101
6
36
0
3
0
Family/GeneralPractice
Circulatory
Other
Other
no
normal
yes
yes
no
[50-60)
3
50
0
9
0
0
1
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
10
44
0
16
0
1
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
6
64
0
26
0
4
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[70-80)
2
18
0
6
2
0
0
InternalMedicine
Circulatory
Circulatory
Respiratory
normal
no
no
yes
yes
[50-60)
1
8
0
21
0
0
0
Other
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
3
44
1
22
0
0
1
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
6
43
1
13
0
1
0
InternalMedicine
Musculoskeletal
Other
Diabetes
no
no
no
yes
yes
[70-80)
2
57
0
12
0
0
0
Cardiology
Respiratory
Circulatory
Diabetes
no
high
yes
yes
no
[50-60)
6
69
0
18
0
0
0
Missing
Other
Diabetes
Digestive
no
no
yes
yes
yes
[40-50)
3
19
2
21
0
0
0
Other
Musculoskeletal
Musculoskeletal
Diabetes
no
no
yes
yes
yes
[40-50)
5
58
1
9
0
0
0
Other
Other
Other
Respiratory
no
no
no
no
no
[40-50)
4
65
0
16
0
0
0
Missing
Respiratory
Diabetes
Circulatory
high
high
yes
yes
yes
[70-80)
2
32
0
3
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
6
65
1
22
0
3
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
yes
[60-70)
3
1
0
11
0
0
0
Other
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
65
2
20
0
3
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[40-50)
10
60
2
16
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
1
35
0
10
0
2
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[80-90)
3
5
3
15
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
yes
yes
no
[40-50)
1
23
0
3
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
4
40
2
10
0
1
0
InternalMedicine
Diabetes
Other
Other
no
no
no
yes
no
[70-80)
3
38
1
18
0
1
1
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
2
77
3
18
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
high
no
yes
no
[70-80)
3
42
2
18
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
6
52
0
18
2
0
0
Missing
Other
Other
Other
no
no
no
no
no
[70-80)
5
58
3
22
0
0
0
Missing
Digestive
Other
Respiratory
no
no
no
yes
yes
[70-80)
3
18
0
7
0
0
0
Emergency/Trauma
Respiratory
Other
Respiratory
no
no
yes
yes
yes
[50-60)
1
26
0
15
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
no
[70-80)
2
49
0
9
0
4
0
Missing
Digestive
Circulatory
Digestive
no
no
no
no
yes
[70-80)
1
34
2
4
0
0
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[80-90)
6
57
0
11
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
no
[80-90)
11
43
2
19
0
1
0
Missing
Other
Injury
Circulatory
no
no
no
yes
yes
[60-70)
2
63
0
13
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
no
[50-60)
2
51
0
7
0
2
0
Family/GeneralPractice
Digestive
Diabetes
Other
no
no
no
yes
yes
[70-80)
1
33
0
10
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
1
54
0
4
0
0
0
Family/GeneralPractice
Other
Diabetes
Circulatory
no
high
no
no
yes
[60-70)
3
20
1
29
0
0
0
Other
Injury
Diabetes
Diabetes
no
no
yes
yes
no
[60-70)
3
10
0
14
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
2
23
0
12
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
14
68
3
17
0
0
0
InternalMedicine
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[70-80)
5
60
1
13
0
0
0
Missing
Other
Digestive
Other
no
no
yes
yes
no
[60-70)
7
63
0
13
0
0
0
InternalMedicine
Other
Diabetes
Circulatory
no
no
no
yes
no
[50-60)
5
61
0
22
1
0
0
Missing
Respiratory
Other
Other
no
high
yes
yes
yes
[70-80)
4
27
3
10
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
normal
no
no
no
[60-70)
4
45
0
14
0
2
1
InternalMedicine
Other
Diabetes
Digestive
no
no
no
no
yes
[70-80)
5
48
3
26
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
yes
yes
[50-60)
2
47
0
14
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
high
no
yes
yes
[60-70)
3
22
3
20
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
14
43
4
22
0
3
0
Other
Other
Other
Circulatory
no
normal
no
yes
yes
[80-90)
1
60
0
8
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
no
no
no
[70-80)
8
67
0
21
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
no