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
[40-50)
4
1
0
12
0
3
3
Emergency/Trauma
Musculoskeletal
Other
Other
no
no
yes
yes
yes
[70-80)
4
31
3
14
0
0
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[60-70)
4
42
1
20
0
2
0
Other
Other
Other
Other
no
no
yes
yes
yes
[70-80)
11
20
0
21
3
1
1
Missing
Circulatory
Diabetes
Other
high
no
yes
yes
yes
[60-70)
1
12
0
6
0
0
0
Missing
Other
Respiratory
Diabetes
no
no
yes
yes
no
[50-60)
9
29
1
15
2
0
0
Missing
Digestive
Respiratory
Circulatory
no
no
no
yes
yes
[40-50)
7
49
3
59
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
1
17
3
8
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[40-50)
2
20
0
12
0
0
0
Missing
Musculoskeletal
Other
Circulatory
no
no
no
no
no
[70-80)
2
75
4
18
0
0
1
Missing
Digestive
Digestive
Circulatory
no
no
no
yes
yes
[90-100)
4
19
0
13
0
1
1
Missing
Diabetes
Respiratory
Other
no
no
yes
yes
no
[80-90)
2
57
0
16
4
1
0
Missing
Digestive
Other
Digestive
no
no
yes
yes
yes
[60-70)
5
36
0
12
0
1
0
Missing
Other
Other
Respiratory
no
no
yes
yes
no
[70-80)
3
17
1
18
3
1
0
Missing
Injury
Diabetes
Circulatory
normal
no
no
yes
yes
[70-80)
4
44
2
13
0
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
no
no
no
[60-70)
1
38
1
9
0
0
0
InternalMedicine
Digestive
Circulatory
Digestive
no
no
no
no
yes
[60-70)
6
45
3
18
0
0
0
Other
Musculoskeletal
Other
Circulatory
no
no
yes
yes
no
[40-50)
4
35
0
9
0
0
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
no
[60-70)
2
2
0
11
1
4
1
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[70-80)
9
35
3
18
0
0
0
Cardiology
Digestive
Other
Diabetes
no
no
yes
yes
yes
[50-60)
6
51
1
21
0
5
0
Other
Other
Circulatory
Diabetes
no
no
no
yes
yes
[50-60)
6
53
5
23
1
1
0
Missing
Digestive
Other
Respiratory
no
no
no
yes
yes
[60-70)
2
24
0
8
0
0
2
Family/GeneralPractice
Diabetes
Respiratory
Circulatory
normal
no
no
yes
yes
[50-60)
12
84
6
25
0
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
yes
[50-60)
4
46
0
15
3
0
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[70-80)
4
43
0
9
0
1
0
Family/GeneralPractice
Respiratory
Respiratory
Diabetes
no
no
no
yes
yes
[60-70)
3
48
3
8
0
0
0
Missing
Circulatory
Circulatory
Diabetes
high
no
no
yes
no
[60-70)
2
51
0
11
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[90-100)
3
45
0
10
2
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[80-90)
2
12
0
14
5
0
0
Missing
Other
Other
Other
normal
no
no
yes
yes
[80-90)
1
46
0
14
0
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
yes
yes
no
[80-90)
4
39
0
12
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
10
45
2
27
0
0
0
InternalMedicine
Musculoskeletal
Circulatory
Other
no
no
yes
yes
no
[60-70)
4
42
1
13
2
1
3
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
4
28
3
30
0
2
0
Other
Injury
Diabetes
Respiratory
no
no
yes
yes
no
[80-90)
5
39
0
29
1
6
1
Missing
Respiratory
Circulatory
Diabetes
no
high
no
yes
yes
[60-70)
13
40
2
27
0
3
2
Surgery
Circulatory
Other
Circulatory
no
no
no
yes
no
[40-50)
3
38
0
8
0
0
0
Missing
Diabetes
Musculoskeletal
Other
no
normal
yes
yes
yes
[60-70)
5
65
4
24
0
0
0
Other
Diabetes
Digestive
Circulatory
no
normal
yes
yes
yes
[70-80)
2
38
1
20
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
15
0
6
7
1
1
Other
Diabetes
Musculoskeletal
Other
normal
no
no
no
no
[50-60)
2
52
0
22
0
0
0
Missing
Other
Injury
Other
no
no
no
yes
yes
[50-60)
3
24
2
16
0
2
0
InternalMedicine
Other
Diabetes
Circulatory
no
normal
no
no
no
[50-60)
1
1
0
9
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
10
38
1
14
0
2
0
Missing
Other
Diabetes
Respiratory
no
high
no
yes
yes
[60-70)
10
40
1
18
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
yes
[70-80)
6
40
2
11
3
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
no
yes
yes
[50-60)
5
20
0
11
0
0
0
Missing
Other
Other
Respiratory
no
no
no
no
no
[70-80)
5
6
1
29
0
1
0
Other
Musculoskeletal
Other
Circulatory
no
no
no
yes
yes
[70-80)
12
22
6
17
2
1
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
yes
[60-70)
5
26
1
8
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
no
yes
[80-90)
4
34
1
23
0
0
0
Missing
Circulatory
Digestive
Other
no
no
yes
yes
yes
[50-60)
2
45
0
24
2
6
1
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
3
51
3
22
0
0
1
InternalMedicine
Other
Respiratory
Respiratory
no
no
yes
yes
yes
[50-60)
3
63
0
18
1
1
2
Missing
Respiratory
Other
Digestive
no
normal
no
yes
no
[70-80)
4
54
2
3
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
no
no
no
no
[80-90)
1
65
0
10
0
0
0
Missing
Other
Other
Circulatory
no
high
yes
yes
yes
[70-80)
1
29
3
16
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[50-60)
6
45
0
20
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
yes
yes
no
[60-70)
12
51
0
26
0
0
0
Missing
Diabetes
Other
Circulatory
no
no
yes
yes
yes
[70-80)
2
44
0
13
0
1
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
no
[50-60)
2
44
0
17
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[40-50)
8
70
3
23
0
0
0
Missing
Digestive
Diabetes
Other
no
normal
no
no
no
[90-100)
8
47
0
20
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
yes
yes
no
[50-60)
2
52
0
5
0
0
1
Missing
Other
Digestive
Other
no
no
yes
yes
yes
[50-60)
1
46
5
10
1
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
4
17
1
25
0
0
1
Missing
Injury
Musculoskeletal
Other
no
no
no
yes
yes
[60-70)
1
1
2
16
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
yes
[40-50)
1
41
6
12
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
46
1
21
4
3
6
Missing
Circulatory
Other
Other
no
no
no
no
yes
[60-70)
4
55
3
15
1
1
0
InternalMedicine
Other
Respiratory
Other
no
no
no
no
no
[70-80)
7
30
2
14
0
1
0
Surgery
Other
Circulatory
Respiratory
high
no
no
yes
yes
[70-80)
2
36
0
8
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
yes
[60-70)
6
25
0
27
0
0
0
Family/GeneralPractice
Other
Circulatory
Circulatory
high
no
yes
yes
no
[90-100)
8
49
0
23
1
2
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
9
52
1
9
0
0
0
Missing
Diabetes
Circulatory
Musculoskeletal
no
no
no
no
no
[70-80)
11
58
3
23
0
0
0
Missing
Circulatory
Circulatory
Digestive
no
no
yes
yes
no
[80-90)
3
49
0
11
0
0
0
Family/GeneralPractice
Other
Other
Circulatory
no
normal
no
yes
no
[80-90)
4
43
3
15
1
0
0
Missing
Digestive
Respiratory
Diabetes
no
no
no
yes
yes
[60-70)
3
48
0
11
4
2
0
Missing
Other
Circulatory
Other
no
high
yes
yes
yes
[40-50)
4
65
0
29
11
3
0
Missing
Other
Other
Diabetes
no
high
yes
yes
yes
[60-70)
1
1
0
10
0
0
0
Missing
Digestive
Circulatory
Diabetes
no
no
no
no
no
[40-50)
3
2
0
9
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
2
6
3
10
0
2
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
8
51
0
15
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
no
[70-80)
4
37
4
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
1
26
0
11
0
0
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[70-80)
4
18
3
11
0
0
0
Other
Musculoskeletal
Injury
Circulatory
no
no
yes
yes
yes
[50-60)
2
44
5
28
0
0
4
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
8
62
2
19
0
1
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[40-50)
2
30
6
11
0
2
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
no
[80-90)
4
36
4
14
0
0
0
Family/GeneralPractice
Digestive
Digestive
Digestive
no
no
no
yes
yes
[80-90)
3
33
0
16
2
4
0
Missing
Musculoskeletal
Musculoskeletal
Other
no
no
yes
yes
yes
[40-50)
2
40
1
14
3
0
0
InternalMedicine
Digestive
Digestive
Diabetes
no
no
no
yes
no
[70-80)
1
32
0
1
0
0
0
Emergency/Trauma
Other
Respiratory
Other
no
normal
no
no
yes
[80-90)
3
30
0
21
0
6
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
14
74
2
35
0
0
0
Missing
Injury
Circulatory
Circulatory
no
normal
yes
yes
no
[70-80)
4
54
5
25
0
0
0
Missing
Digestive
Other
Respiratory
no
no
yes
yes
yes
[80-90)
7
74
0
26
0
0
0
Emergency/Trauma
Injury
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
4
47
0
14
0
3
0
Other
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes