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)
1
60
0
16
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
high
no
yes
no
[40-50)
4
42
3
18
0
2
1
Missing
Respiratory
Circulatory
Circulatory
no
normal
yes
yes
yes
[70-80)
7
51
3
31
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
no
[50-60)
2
35
0
12
0
1
1
InternalMedicine
Other
Diabetes
Injury
no
no
yes
yes
yes
[90-100)
2
56
0
7
2
3
1
Missing
Circulatory
Injury
Other
no
no
no
yes
yes
[80-90)
4
10
0
12
0
0
0
Missing
Respiratory
Circulatory
Diabetes
high
no
yes
yes
no
[70-80)
3
53
2
16
0
0
0
Missing
Digestive
Other
Digestive
no
no
no
yes
no
[40-50)
2
49
0
13
0
0
0
Surgery
Other
Musculoskeletal
Other
no
high
yes
yes
no
[80-90)
2
28
0
9
1
0
0
Emergency/Trauma
Diabetes
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
2
53
0
14
1
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
yes
[50-60)
4
70
6
13
0
0
0
Cardiology
Circulatory
Diabetes
Other
no
normal
no
yes
no
[80-90)
8
56
0
16
1
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[70-80)
6
57
1
26
0
1
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
yes
[40-50)
2
38
1
17
0
3
0
Missing
Diabetes
Circulatory
Diabetes
no
normal
no
yes
yes
[50-60)
3
7
3
30
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[40-50)
5
60
2
20
0
0
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
no
[60-70)
6
48
0
32
0
0
0
Missing
Respiratory
Other
Respiratory
no
no
no
yes
yes
[40-50)
6
50
2
10
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
4
54
0
12
0
1
0
Cardiology
Respiratory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
14
71
4
31
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
1
17
0
18
6
1
0
Family/GeneralPractice
Other
Circulatory
Respiratory
high
no
no
yes
no
[50-60)
2
2
0
11
0
4
0
Other
Respiratory
Respiratory
Other
no
no
no
no
no
[50-60)
2
48
0
6
0
0
0
InternalMedicine
Respiratory
Diabetes
Other
no
no
no
no
no
[80-90)
13
80
1
18
1
2
0
InternalMedicine
Digestive
Digestive
Other
no
no
no
yes
no
[70-80)
11
41
3
18
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
3
74
1
13
1
1
0
Missing
Other
Other
Other
no
no
no
no
no
[80-90)
6
3
0
13
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
63
0
17
0
4
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[80-90)
3
36
0
19
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[40-50)
5
11
0
17
0
1
2
Family/GeneralPractice
Diabetes
Other
Other
high
no
yes
yes
no
[60-70)
7
66
1
17
0
1
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
no
no
[90-100)
6
42
0
13
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[70-80)
2
85
1
19
0
1
1
Emergency/Trauma
Other
Respiratory
Circulatory
no
normal
no
no
no
[90-100)
8
19
2
21
2
1
1
Other
Injury
Other
Circulatory
high
no
yes
yes
yes
[60-70)
2
39
0
11
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
3
58
3
22
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[60-70)
9
56
6
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
yes
[50-60)
1
63
0
19
2
1
16
Surgery
Respiratory
Other
Diabetes
no
normal
no
yes
yes
[70-80)
8
46
0
10
0
0
0
Other
Circulatory
Other
Other
no
no
no
no
no
[70-80)
9
50
0
22
1
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
5
65
0
16
0
0
1
Missing
Digestive
Other
Other
no
no
no
yes
yes
[70-80)
4
67
1
14
0
0
0
Missing
Digestive
Other
Respiratory
no
no
no
yes
no
[60-70)
4
38
0
16
1
2
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[80-90)
3
26
0
14
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
2
3
30
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
no
no
no
[80-90)
4
50
0
11
0
3
1
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[70-80)
7
30
3
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[60-70)
6
74
0
17
0
0
0
Missing
Other
Diabetes
Other
no
high
yes
yes
yes
[60-70)
3
11
1
12
0
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
yes
no
[60-70)
5
42
0
15
0
3
0
InternalMedicine
Circulatory
Circulatory
Diabetes
high
no
no
yes
yes
[70-80)
7
74
4
33
0
0
0
Surgery
Circulatory
Injury
Circulatory
no
no
yes
yes
no
[40-50)
6
55
1
31
2
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
1
12
0
7
0
0
0
Cardiology
Circulatory
Circulatory
Other
normal
no
no
yes
yes
[70-80)
4
44
3
28
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[80-90)
3
62
1
12
0
1
0
InternalMedicine
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[60-70)
8
59
6
20
0
1
1
Missing
Other
Other
Digestive
no
no
no
no
no
[80-90)
3
52
0
11
0
0
0
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
no
no
no
[60-70)
5
40
6
37
1
2
0
Surgery
Injury
Circulatory
Other
no
no
no
yes
no
[70-80)
10
36
2
10
0
0
0
Surgery
Digestive
Digestive
Respiratory
no
no
no
yes
yes
[70-80)
10
66
4
15
0
0
0
Missing
Other
Respiratory
Digestive
no
no
yes
yes
yes
[70-80)
6
40
0
15
0
1
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
38
0
8
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
yes
no
[60-70)
2
43
0
8
3
2
1
Other
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
1
39
1
17
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
1
46
5
9
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[40-50)
1
53
0
11
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
no
[80-90)
7
57
2
19
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[80-90)
2
40
2
7
0
4
0
InternalMedicine
Digestive
Other
Diabetes
no
no
yes
yes
yes
[70-80)
6
23
1
19
0
4
2
Surgery
Diabetes
Other
Circulatory
normal
no
yes
yes
no
[70-80)
6
31
6
13
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
yes
yes
no
[40-50)
4
58
1
36
0
0
0
Cardiology
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
1
26
1
3
0
0
0
Missing
Diabetes
Other
Circulatory
no
high
no
yes
no
[40-50)
1
42
2
7
0
0
0
Other
Other
Other
Other
no
no
yes
yes
no
[90-100)
4
32
0
3
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
no
yes
[70-80)
12
47
1
19
0
3
0
InternalMedicine
Digestive
Other
Other
no
no
yes
yes
no
[70-80)
9
41
0
25
0
0
0
Cardiology
Respiratory
Circulatory
Circulatory
no
high
yes
yes
yes
[80-90)
7
48
2
14
0
1
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
yes
[60-70)
3
35
2
18
0
0
0
Other
Other
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
3
9
0
14
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
no
[80-90)
5
58
0
11
0
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
8
53
0
22
0
1
0
InternalMedicine
Circulatory
Respiratory
Other
no
normal
no
no
no
[70-80)
5
42
1
22
0
0
0
Other
Injury
Diabetes
Other
no
no
no
yes
yes
[60-70)
5
44
6
28
0
1
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[70-80)
5
48
2
19
0
2
0
Family/GeneralPractice
Injury
Other
Diabetes
no
no
no
yes
no
[80-90)
4
51
0
12
0
0
0
Missing
Other
Injury
Circulatory
no
no
no
yes
yes
[50-60)
4
26
1
24
0
0
0
Surgery
Digestive
Other
Diabetes
no
no
no
yes
no
[40-50)
2
76
1
12
0
1
0
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[70-80)
4
9
6
25
0
0
0
Surgery
Other
Digestive
Other
no
no
no
yes
no
[80-90)
1
32
0
8
0
1
0
Missing
Other
Injury
Circulatory
no
no
no
yes
yes
[70-80)
2
10
0
22
1
3
4
Missing
Other
Other
Other
normal
no
yes
yes
yes
[70-80)
3
39
0
16
0
4
0
Missing
Circulatory
Other
Other
no
no
no
no
yes
[60-70)
1
21
2
31
0
0
0
Surgery
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
5
43
2
6
0
1
0
InternalMedicine
Other
Circulatory
Respiratory
no
no
no
no
yes
[70-80)
6
41
1
24
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
4
57
0
5
0
0
0
InternalMedicine
Digestive
Digestive
Diabetes
no
high
no
no
yes
[50-60)
3
58
1
8
2
0
0
InternalMedicine
Digestive
Diabetes
Circulatory
no
normal
no
yes
no
[80-90)
3
58
1
14
2
1
0
InternalMedicine
Other
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
2
55
3
11
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
yes
[50-60)
2
11
5
5
0
0
0
Cardiology
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
12
77
2
21
0
0
0
Family/GeneralPractice
Respiratory
Respiratory
Other
no
no
yes
yes
yes