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
[50-60)
2
47
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
normal
no
yes
no
[70-80)
1
7
1
12
2
0
0
Other
Other
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
3
1
3
17
6
0
0
Missing
Other
Respiratory
Digestive
no
no
no
yes
no
[70-80)
3
69
1
16
0
1
0
Missing
Respiratory
Circulatory
Respiratory
no
normal
yes
yes
yes
[50-60)
3
41
0
12
0
0
0
Family/GeneralPractice
Other
Other
Injury
no
normal
yes
yes
no
[70-80)
4
48
0
11
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
normal
no
no
no
[60-70)
2
19
6
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
7
55
6
60
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
2
24
0
9
3
0
0
Missing
Other
Digestive
Other
high
no
yes
yes
yes
[80-90)
5
51
0
18
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
3
58
0
22
1
3
0
Missing
Other
Other
Other
no
no
no
no
yes
[70-80)
2
27
1
6
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[80-90)
14
74
2
23
0
3
0
Emergency/Trauma
Other
Other
Circulatory
no
high
no
yes
no
[50-60)
6
35
4
26
0
6
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
1
20
1
15
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
yes
yes
no
[60-70)
3
62
0
15
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
no
[70-80)
4
68
3
13
0
0
0
Missing
Diabetes
Other
Digestive
no
no
no
no
no
[80-90)
3
57
0
14
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
10
48
0
24
0
1
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
no
[90-100)
2
1
2
16
0
0
1
Other
Other
Other
Other
no
no
yes
yes
yes
[70-80)
5
67
1
29
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
no
yes
no
[80-90)
8
56
2
28
0
1
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
6
57
3
23
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
yes
yes
no
[50-60)
2
32
0
7
0
0
0
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
no
yes
no
[80-90)
4
60
0
23
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
10
65
0
29
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
no
no
no
[50-60)
1
33
6
9
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
4
42
0
6
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[60-70)
3
63
0
12
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
high
yes
yes
no
[60-70)
5
37
3
16
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
5
52
0
24
0
0
0
Other
Respiratory
Other
Circulatory
no
no
no
yes
yes
[80-90)
5
51
0
17
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
49
2
16
0
0
0
Surgery
Circulatory
Respiratory
Other
no
no
yes
yes
no
[80-90)
1
31
2
4
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
no
yes
[60-70)
5
63
3
13
0
0
0
Surgery
Digestive
Digestive
Other
no
high
no
no
yes
[50-60)
6
50
0
23
0
4
2
Missing
Injury
Other
Diabetes
no
high
yes
yes
yes
[90-100)
1
30
1
2
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
no
yes
no
[60-70)
4
6
1
8
0
2
0
Emergency/Trauma
Digestive
Other
Circulatory
no
no
no
no
yes
[60-70)
5
41
1
15
0
0
0
Surgery
Circulatory
Other
Diabetes
no
normal
no
yes
yes
[50-60)
4
10
2
9
0
0
0
Missing
Diabetes
Other
Other
no
no
no
yes
yes
[50-60)
8
36
0
15
0
0
1
Family/GeneralPractice
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[40-50)
6
39
0
15
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Missing
no
no
yes
yes
no
[70-80)
5
50
0
18
0
6
0
InternalMedicine
Circulatory
Respiratory
Respiratory
no
no
no
yes
yes
[70-80)
2
44
0
28
0
6
1
InternalMedicine
Circulatory
Other
Digestive
no
no
yes
yes
yes
[70-80)
7
49
0
16
0
2
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[60-70)
4
43
3
12
0
0
0
Missing
Digestive
Digestive
Circulatory
no
no
no
no
no
[50-60)
8
54
0
18
2
2
0
Other
Musculoskeletal
Musculoskeletal
Other
no
no
yes
yes
yes
[80-90)
2
39
0
12
0
0
0
Family/GeneralPractice
Musculoskeletal
Other
Diabetes
no
normal
no
yes
yes
[80-90)
2
43
1
12
2
2
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[70-80)
5
1
1
24
0
0
0
Other
Other
Other
Diabetes
no
no
no
no
yes
[40-50)
2
48
0
5
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[80-90)
2
48
1
15
0
1
0
Surgery
Circulatory
Circulatory
Other
no
no
no
yes
yes
[40-50)
4
76
0
8
0
2
1
Emergency/Trauma
Other
Other
Other
no
no
no
yes
no
[70-80)
2
37
4
19
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
high
yes
yes
no
[60-70)
8
46
2
8
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
2
69
0
6
0
1
0
InternalMedicine
Other
Diabetes
Circulatory
no
normal
yes
yes
no
[80-90)
6
42
0
17
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
no
[40-50)
4
44
0
7
0
0
0
Family/GeneralPractice
Diabetes
Other
Musculoskeletal
no
high
no
no
no
[50-60)
5
67
1
18
0
2
1
Other
Other
Circulatory
Other
no
high
yes
yes
no
[70-80)
3
6
0
18
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
7
9
0
12
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
no
no
yes
[40-50)
4
34
0
15
0
2
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
no
yes
yes
[40-50)
1
42
0
3
0
5
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
no
no
yes
yes
[80-90)
9
42
3
29
0
2
0
Other
Other
Circulatory
Other
no
no
no
yes
no
[60-70)
6
61
1
18
0
0
0
Missing
Other
Other
Digestive
no
no
no
no
yes
[50-60)
11
48
2
19
0
1
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
yes
[40-50)
1
50
0
6
0
0
0
InternalMedicine
Diabetes
Respiratory
Other
no
high
yes
yes
no
[70-80)
3
68
0
17
0
2
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[60-70)
9
66
3
14
0
1
0
Family/GeneralPractice
Digestive
Other
Respiratory
no
no
no
no
no
[80-90)
2
41
0
10
0
0
0
Family/GeneralPractice
Digestive
Circulatory
Other
no
high
yes
yes
no
[60-70)
8
42
2
11
0
0
0
Surgery
Digestive
Circulatory
Digestive
no
no
no
no
no
[60-70)
4
46
0
13
0
1
0
Missing
Respiratory
Diabetes
Other
no
high
no
no
yes
[80-90)
4
34
0
17
0
3
4
Missing
Respiratory
Respiratory
Respiratory
no
no
no
yes
yes
[70-80)
6
58
1
16
0
2
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
4
59
0
14
0
0
0
Missing
Circulatory
Other
Other
no
normal
yes
yes
no
[80-90)
4
32
3
7
0
0
0
InternalMedicine
Digestive
Other
Other
no
no
no
no
no
[80-90)
1
6
0
9
2
0
0
Missing
Other
Other
Digestive
no
no
no
yes
no
[70-80)
4
51
1
31
2
0
0
Missing
Musculoskeletal
Other
Respiratory
no
no
yes
yes
no
[70-80)
4
40
0
28
0
3
1
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
4
46
3
16
0
0
0
Other
Other
Respiratory
Diabetes
no
no
no
yes
no
[80-90)
12
60
2
20
0
0
0
Missing
Respiratory
Circulatory
Diabetes
high
no
no
yes
yes
[70-80)
12
77
6
39
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
high
yes
yes
no
[50-60)
1
16
0
5
0
0
0
Emergency/Trauma
Diabetes
Other
Circulatory
no
no
no
yes
no
[70-80)
3
65
0
10
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
2
44
3
30
1
0
0
Surgery
Injury
Circulatory
Diabetes
no
no
yes
yes
no
[90-100)
4
38
1
17
0
0
0
Missing
Musculoskeletal
Other
Musculoskeletal
no
no
yes
yes
no
[90-100)
5
81
1
24
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
3
48
0
10
0
0
0
InternalMedicine
Respiratory
Other
Respiratory
no
no
no
yes
no
[60-70)
4
40
1
16
3
0
1
Missing
Diabetes
Other
Circulatory
no
no
no
yes
no
[50-60)
7
45
0
32
0
0
0
InternalMedicine
Circulatory
Circulatory
Musculoskeletal
no
no
yes
yes
no
[50-60)
2
50
1
13
1
0
0
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[40-50)
4
52
2
22
2
2
1
InternalMedicine
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[40-50)
7
54
2
15
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
2
48
0
12
0
0
1
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
2
33
1
22
5
0
0
Missing
Injury
Circulatory
Other
no
no
yes
yes
yes
[40-50)
4
12
3
18
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
2
36
0
10
0
2
0
Cardiology
Circulatory
Other
Diabetes
no
no
no
yes
no
[60-70)
1
43
2
8
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
7
66
2
13
0
0
0
Missing
Digestive
Digestive
Other
no
no
no
yes
no
[70-80)
6
1
1
13
0
0
0
Family/GeneralPractice
Musculoskeletal
Circulatory
Other
no
no
no
yes
no