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)
4
49
0
25
2
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
normal
yes
yes
no
[90-100)
1
4
0
3
0
0
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[50-60)
2
36
0
6
0
0
0
Missing
Respiratory
Diabetes
Other
no
high
no
yes
no
[80-90)
3
33
0
13
0
0
0
Missing
Respiratory
Other
Other
no
no
no
no
no
[70-80)
7
68
0
15
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
35
0
1
0
1
0
Family/GeneralPractice
Other
Diabetes
Circulatory
no
no
no
no
yes
[90-100)
3
11
1
14
0
1
1
Missing
Other
Circulatory
Circulatory
normal
no
yes
yes
no
[50-60)
5
61
2
28
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
5
46
3
24
0
0
0
Missing
Digestive
Respiratory
Digestive
no
normal
yes
yes
no
[80-90)
3
63
0
7
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
no
no
[70-80)
4
57
3
9
0
1
0
InternalMedicine
Digestive
Circulatory
Diabetes
no
no
yes
yes
yes
[40-50)
2
44
2
17
0
1
0
Missing
Injury
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
1
44
0
6
0
0
0
InternalMedicine
Diabetes
Other
Missing
no
no
yes
yes
no
[60-70)
4
31
0
15
4
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
3
1
5
18
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[50-60)
11
59
3
23
0
0
0
Cardiology
Circulatory
Injury
Circulatory
no
no
no
no
no
[50-60)
4
57
0
12
0
0
0
Missing
Respiratory
Other
Injury
no
no
yes
yes
no
[60-70)
1
9
5
10
0
0
0
Cardiology
Circulatory
Other
Other
no
no
no
yes
no
[80-90)
4
59
1
18
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
no
[80-90)
2
46
0
12
0
1
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
yes
[50-60)
1
41
0
5
0
1
0
Missing
Digestive
Other
Respiratory
no
no
no
no
yes
[60-70)
2
41
0
9
1
0
1
Cardiology
Respiratory
Diabetes
Circulatory
no
high
no
no
yes
[50-60)
1
26
6
11
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Diabetes
no
no
no
yes
no
[50-60)
12
48
2
35
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
no
[50-60)
3
54
0
9
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[80-90)
7
48
4
23
0
0
1
Other
Other
Other
Other
no
no
no
yes
yes
[50-60)
4
30
0
16
0
0
0
Family/GeneralPractice
Other
Circulatory
Diabetes
no
no
no
yes
yes
[90-100)
2
1
1
9
0
0
0
Missing
Digestive
Other
Respiratory
no
no
yes
yes
yes
[80-90)
14
44
0
12
0
0
0
Other
Other
Injury
Other
no
no
no
no
no
[80-90)
8
41
2
16
1
2
0
InternalMedicine
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
4
44
2
16
0
0
1
Missing
Diabetes
Other
Diabetes
no
no
yes
yes
yes
[60-70)
12
82
2
18
0
1
0
Missing
Other
Other
Other
no
no
no
no
no
[40-50)
4
50
1
19
0
0
0
Emergency/Trauma
Digestive
Other
Digestive
no
normal
no
no
no
[60-70)
1
22
2
6
0
0
0
Other
Other
Circulatory
Diabetes
no
no
no
no
no
[60-70)
4
49
0
16
0
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
4
34
0
18
0
0
0
Other
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
8
51
0
9
0
0
0
Other
Other
Diabetes
Diabetes
no
high
no
yes
no
[70-80)
3
33
2
16
3
0
0
Missing
Diabetes
Other
Circulatory
no
no
no
no
no
[60-70)
3
55
0
11
1
1
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
1
53
0
8
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
normal
yes
yes
yes
[70-80)
1
15
1
3
2
0
0
Missing
Other
Circulatory
Diabetes
no
no
no
no
no
[70-80)
2
35
3
14
0
1
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[40-50)
3
57
0
19
0
0
0
InternalMedicine
Respiratory
Other
Other
no
normal
yes
yes
yes
[50-60)
4
23
2
29
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
no
no
[60-70)
1
17
0
12
0
0
0
Family/GeneralPractice
Respiratory
Other
Circulatory
normal
no
no
yes
yes
[60-70)
7
77
1
17
0
2
1
Surgery
Other
Circulatory
Other
no
no
yes
yes
yes
[40-50)
4
20
0
16
0
4
0
Missing
Circulatory
Other
Respiratory
no
no
no
no
yes
[70-80)
1
24
1
10
0
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
yes
[40-50)
12
92
2
26
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
high
no
no
no
no
[80-90)
4
10
0
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
4
41
0
16
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[50-60)
1
40
0
5
0
0
0
Missing
Injury
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
3
20
2
12
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
12
38
3
49
0
0
0
Emergency/Trauma
Other
Respiratory
Diabetes
no
no
yes
yes
yes
[40-50)
1
25
1
5
0
1
0
Surgery
Digestive
Diabetes
Respiratory
no
no
no
no
no
[50-60)
3
50
0
11
0
0
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
high
no
yes
yes
[60-70)
6
85
5
32
0
0
0
Family/GeneralPractice
Other
Other
Diabetes
no
no
yes
yes
no
[50-60)
7
17
0
25
0
0
1
Family/GeneralPractice
Respiratory
Other
Diabetes
high
no
yes
yes
no
[70-80)
4
44
0
11
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
yes
yes
yes
[80-90)
3
53
1
15
0
1
1
Missing
Other
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
11
106
0
31
0
0
0
InternalMedicine
Respiratory
Other
Diabetes
no
high
yes
yes
yes
[60-70)
1
4
3
20
0
0
0
Missing
Respiratory
Diabetes
Digestive
no
no
yes
yes
no
[50-60)
4
12
0
9
0
0
0
Missing
Respiratory
Other
Other
normal
no
no
no
no
[80-90)
5
13
2
23
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
yes
yes
yes
[40-50)
2
40
0
17
1
1
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[50-60)
9
75
2
26
0
1
0
Emergency/Trauma
Other
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
9
50
3
25
0
3
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
no
yes
yes
no
[70-80)
11
30
4
18
0
2
0
Missing
Injury
Other
Circulatory
no
no
no
no
yes
[50-60)
2
45
0
9
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
normal
no
no
no
yes
[70-80)
1
43
0
6
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
3
55
0
17
0
0
0
Emergency/Trauma
Other
Injury
Other
no
high
yes
yes
no
[80-90)
4
1
0
11
2
0
0
Missing
Diabetes
Injury
Other
no
no
yes
yes
yes
[60-70)
5
58
0
27
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
yes
no
[70-80)
6
17
3
29
5
0
0
Missing
Other
Respiratory
Digestive
normal
no
no
yes
no
[70-80)
2
60
0
14
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
no
yes
yes
[50-60)
3
36
0
7
0
0
0
Missing
Digestive
Diabetes
Missing
no
no
no
yes
yes
[40-50)
1
43
0
15
0
3
2
Family/GeneralPractice
Respiratory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
3
56
0
17
0
2
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
no
[40-50)
1
65
0
10
0
0
0
Emergency/Trauma
Respiratory
Musculoskeletal
Diabetes
no
normal
no
yes
no
[70-80)
3
49
3
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
high
yes
yes
no
[60-70)
4
60
1
9
0
1
0
Missing
Other
Other
Circulatory
no
no
no
no
yes
[50-60)
2
46
1
12
0
1
5
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[70-80)
12
62
6
26
0
6
1
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
no
no
yes
[80-90)
3
37
0
10
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
no
no
[50-60)
2
25
2
10
0
0
0
Missing
Other
Respiratory
Diabetes
no
no
no
no
no
[50-60)
3
25
0
16
0
2
0
Missing
Musculoskeletal
Diabetes
Musculoskeletal
no
no
yes
yes
yes
[80-90)
6
47
1
21
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
2
10
0
20
1
2
0
Cardiology
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[50-60)
3
55
0
9
0
1
0
Missing
Digestive
Diabetes
Missing
no
no
yes
yes
yes
[60-70)
2
13
1
9
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
yes
[80-90)
12
49
0
4
0
1
0
Other
Other
Other
Other
no
no
no
no
no
[60-70)
4
63
1
13
0
4
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
2
33
0
12
0
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[80-90)
8
60
0
8
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
yes
[70-80)
2
1
0
11
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
4
41
0
9
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
32
2
16
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[90-100)
3
30
0
9
0
3
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
3
52
0
13
0
1
0
Other
Respiratory
Other
Other
no
no
no
no
yes
[60-70)
7
32
1
18
0
0
1
Missing
Other
Other
Other
no
no
yes
yes
no