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)
2
35
5
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
4
51
0
12
0
0
0
InternalMedicine
Musculoskeletal
Musculoskeletal
Circulatory
no
high
yes
yes
no
[80-90)
2
37
1
10
0
1
0
Other
Musculoskeletal
Other
Other
no
no
no
yes
yes
[70-80)
1
2
1
16
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
39
0
8
0
0
0
Other
Other
Diabetes
Missing
no
no
yes
yes
no
[60-70)
8
66
1
11
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[50-60)
4
56
0
13
0
0
0
Emergency/Trauma
Other
Circulatory
Other
no
normal
no
yes
no
[60-70)
4
9
0
17
0
1
1
Other
Other
Digestive
Other
no
no
yes
yes
no
[60-70)
1
17
0
7
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
no
no
no
[50-60)
4
16
0
11
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[70-80)
1
9
2
21
1
4
0
Other
Injury
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
7
69
0
15
2
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
no
no
[40-50)
4
30
2
13
0
1
2
Missing
Diabetes
Digestive
Digestive
no
no
no
yes
no
[60-70)
2
36
0
9
0
2
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
no
yes
yes
[50-60)
6
35
3
23
1
3
2
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
9
108
5
30
0
0
0
Missing
Other
Other
Musculoskeletal
no
high
no
yes
no
[70-80)
1
10
0
4
2
0
0
Other
Respiratory
Other
Circulatory
no
no
no
yes
yes
[70-80)
2
1
0
21
2
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
3
53
0
8
0
1
0
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
6
71
0
29
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
1
21
1
8
0
1
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
8
76
1
28
0
1
0
Missing
Injury
Other
Other
no
no
no
no
yes
[70-80)
6
74
5
41
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
yes
yes
yes
[60-70)
5
48
0
25
3
5
1
Missing
Other
Digestive
Other
no
no
yes
yes
yes
[70-80)
1
30
0
5
0
1
0
Other
Digestive
Other
Respiratory
no
no
no
no
no
[50-60)
6
53
2
18
1
1
3
Missing
Injury
Other
Other
no
no
no
yes
yes
[70-80)
1
34
3
18
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[40-50)
3
67
0
21
0
2
1
Family/GeneralPractice
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
3
25
2
12
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[70-80)
2
83
0
9
0
3
2
InternalMedicine
Circulatory
Other
Other
no
no
no
yes
no
[70-80)
9
58
0
14
0
2
0
Missing
Circulatory
Injury
Other
no
no
yes
yes
yes
[80-90)
3
44
3
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[50-60)
3
66
0
11
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[50-60)
14
42
1
20
0
1
0
Other
Other
Other
Other
no
no
no
no
no
[60-70)
3
45
1
20
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
no
[50-60)
2
11
6
10
0
0
0
Missing
Digestive
Musculoskeletal
Other
no
no
no
no
yes
[60-70)
3
52
3
14
4
0
0
Missing
Digestive
Other
Circulatory
no
no
yes
yes
yes
[80-90)
4
67
0
14
0
1
1
Missing
Other
Other
Circulatory
no
no
no
no
no
[70-80)
2
44
0
10
0
0
0
Cardiology
Circulatory
Respiratory
Diabetes
no
no
no
no
yes
[90-100)
2
36
1
9
0
3
0
Surgery
Diabetes
Circulatory
Other
no
no
no
no
no
[50-60)
7
68
1
18
0
1
0
InternalMedicine
Circulatory
Respiratory
Respiratory
no
no
yes
yes
no
[70-80)
14
91
6
46
0
0
0
Family/GeneralPractice
Diabetes
Other
Other
no
high
yes
yes
no
[70-80)
7
58
0
15
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
no
[40-50)
3
73
0
13
2
2
0
InternalMedicine
Circulatory
Diabetes
Other
no
no
no
yes
yes
[70-80)
9
81
0
36
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
high
yes
yes
no
[80-90)
1
38
0
9
0
1
0
Missing
Diabetes
Circulatory
Other
no
high
no
yes
no
[50-60)
4
48
1
7
0
1
0
Missing
Other
Other
Other
no
no
no
yes
yes
[60-70)
8
41
1
14
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[40-50)
4
72
0
10
0
0
0
Emergency/Trauma
Injury
Other
Other
no
high
yes
yes
yes
[60-70)
6
58
1
23
0
3
0
Family/GeneralPractice
Circulatory
Other
Circulatory
no
high
yes
yes
yes
[80-90)
3
50
1
22
0
1
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
11
70
0
29
0
0
0
Missing
Diabetes
Other
Injury
no
high
yes
yes
no
[80-90)
1
22
1
10
0
0
0
InternalMedicine
Digestive
Digestive
Digestive
no
no
no
no
yes
[60-70)
1
2
0
17
0
0
0
Missing
Respiratory
Circulatory
Musculoskeletal
no
no
no
yes
no
[80-90)
12
67
0
18
0
0
0
Missing
Other
Circulatory
Circulatory
no
normal
no
yes
no
[80-90)
5
53
0
10
0
0
0
Missing
Diabetes
Circulatory
Other
high
no
yes
yes
yes
[50-60)
5
58
2
28
2
0
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
no
[40-50)
4
42
0
9
1
0
0
Missing
Other
Diabetes
Other
no
normal
yes
yes
no
[70-80)
2
20
0
14
2
0
0
Missing
Diabetes
Other
Other
normal
no
yes
yes
yes
[70-80)
8
71
3
37
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
6
58
1
11
0
0
1
Cardiology
Respiratory
Respiratory
Other
no
high
yes
yes
no
[70-80)
3
40
2
26
0
0
0
Missing
Musculoskeletal
Circulatory
Other
no
no
no
no
no
[50-60)
4
42
0
13
0
1
0
Missing
Circulatory
Injury
Circulatory
no
no
no
no
yes
[80-90)
6
37
2
23
0
0
0
Missing
Injury
Other
Other
no
no
no
no
yes
[60-70)
3
26
3
17
0
0
0
Missing
Digestive
Circulatory
Other
high
no
yes
yes
yes
[60-70)
4
49
0
27
0
1
0
InternalMedicine
Respiratory
Other
Diabetes
no
no
yes
yes
yes
[70-80)
2
51
0
4
0
0
0
Family/GeneralPractice
Circulatory
Diabetes
Circulatory
no
high
no
no
no
[60-70)
7
42
3
10
0
0
0
Other
Respiratory
Respiratory
Other
no
no
no
no
no
[80-90)
2
13
0
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
3
25
0
18
1
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
3
2
1
19
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
7
1
1
12
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[50-60)
1
8
1
3
0
0
0
Other
Musculoskeletal
Diabetes
Missing
no
no
no
no
no
[70-80)
2
34
0
3
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
1
26
0
15
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
2
60
0
18
0
1
0
Missing
Other
Circulatory
Circulatory
no
normal
no
yes
no
[80-90)
2
39
0
10
4
1
0
Missing
Digestive
Respiratory
Other
no
no
yes
yes
no
[60-70)
12
30
2
17
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
4
58
2
8
0
0
0
Emergency/Trauma
Circulatory
Other
Other
no
high
no
no
no
[50-60)
3
20
2
13
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
no
yes
[50-60)
1
13
3
8
0
3
0
Other
Injury
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
5
43
0
11
0
1
0
Other
Circulatory
Other
Circulatory
no
no
no
no
yes
[80-90)
8
47
0
10
0
0
0
Missing
Other
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
7
42
0
10
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
no
[60-70)
3
50
0
12
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[60-70)
7
19
3
22
3
1
0
Missing
Other
Circulatory
Respiratory
normal
no
no
yes
yes
[80-90)
4
19
0
14
0
0
0
Missing
Respiratory
Respiratory
Circulatory
normal
no
yes
yes
yes
[70-80)
5
40
0
11
0
0
0
Missing
Digestive
Other
Diabetes
no
no
yes
yes
no
[60-70)
3
47
0
11
0
2
1
Missing
Respiratory
Other
Diabetes
no
no
yes
yes
no
[70-80)
8
65
4
32
0
0
0
Family/GeneralPractice
Circulatory
Digestive
Other
no
no
yes
yes
yes
[80-90)
5
61
0
12
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
39
2
26
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
2
30
4
11
0
3
0
Missing
Other
Other
Respiratory
no
no
no
no
yes
[60-70)
3
44
2
23
0
0
0
Cardiology
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
11
2
2
16
0
1
0
Cardiology
Other
Other
Circulatory
no
no
yes
yes
no
[70-80)
1
44
0
17
2
0
3
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[40-50)
10
50
0
21
0
0
0
InternalMedicine
Other
Other
Circulatory
no
high
yes
yes
no
[80-90)
7
69
0
24
0
3
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[50-60)
5
51
1
15
0
0
1
InternalMedicine
Other
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
2
2
4
14
0
0
0
Missing
Musculoskeletal
Diabetes
Other
no
no
no
no
yes