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)
3
44
0
16
3
5
1
Missing
Circulatory
Diabetes
Respiratory
no
no
no
no
yes
[40-50)
9
1
0
9
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
yes
yes
no
[80-90)
4
9
0
9
0
0
0
Other
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
4
43
0
14
0
2
2
InternalMedicine
Other
Other
Other
no
no
no
yes
no
[70-80)
4
40
0
28
2
1
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[50-60)
1
53
0
11
1
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
11
77
1
26
1
0
0
Missing
Musculoskeletal
Other
Circulatory
no
no
no
no
no
[70-80)
6
59
3
17
0
1
0
Missing
Respiratory
Other
Respiratory
no
no
no
yes
yes
[60-70)
4
62
2
16
0
0
0
Missing
Injury
Injury
Other
no
no
no
yes
yes
[60-70)
2
24
6
10
0
1
0
Other
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
3
32
1
11
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
3
36
1
8
0
0
0
InternalMedicine
Injury
Other
Diabetes
normal
no
no
no
no
[60-70)
4
33
4
17
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
3
66
0
14
0
1
0
Cardiology
Circulatory
Other
Respiratory
no
no
yes
yes
no
[60-70)
7
47
0
12
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
3
37
1
12
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[70-80)
9
62
4
34
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[60-70)
5
41
3
15
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
yes
yes
no
[80-90)
3
51
3
11
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
no
no
yes
[80-90)
2
46
0
6
0
1
1
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
8
82
2
34
0
0
0
Emergency/Trauma
Other
Injury
Digestive
no
high
yes
yes
yes
[60-70)
3
39
2
25
5
4
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
yes
[60-70)
2
46
4
11
0
1
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
no
yes
[70-80)
3
19
0
7
0
0
0
Missing
Musculoskeletal
Circulatory
Other
normal
no
no
yes
no
[80-90)
2
1
0
18
0
1
0
Missing
Respiratory
Musculoskeletal
Other
no
no
yes
yes
yes
[60-70)
3
23
3
13
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
6
53
1
22
0
1
0
Missing
Digestive
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
2
35
3
17
0
0
0
Surgery
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
3
23
5
15
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
no
no
[70-80)
4
43
1
12
0
1
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
4
16
0
12
0
2
2
Surgery
Digestive
Circulatory
Diabetes
high
no
yes
yes
no
[80-90)
7
53
0
17
0
0
1
Missing
Respiratory
Circulatory
Musculoskeletal
no
no
yes
yes
yes
[80-90)
11
71
3
38
0
0
0
Emergency/Trauma
Respiratory
Other
Diabetes
no
high
yes
yes
yes
[70-80)
5
47
5
35
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
36
2
24
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
2
56
0
14
0
0
0
Missing
Other
Circulatory
Respiratory
no
no
no
no
yes
[60-70)
8
55
2
12
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
no
no
no
[70-80)
2
52
0
11
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
no
yes
yes
no
[50-60)
11
31
3
33
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[60-70)
3
1
1
7
0
0
0
Surgery
Other
Other
Other
no
no
yes
yes
yes
[50-60)
2
7
0
14
0
0
0
InternalMedicine
Respiratory
Respiratory
Circulatory
no
no
no
no
yes
[70-80)
3
26
2
15
0
2
0
Missing
Circulatory
Musculoskeletal
Circulatory
normal
no
no
yes
yes
[60-70)
2
57
0
13
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[40-50)
3
36
2
18
0
2
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
no
[80-90)
6
32
6
22
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[60-70)
1
44
1
21
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
no
[50-60)
8
53
0
30
0
0
0
Missing
Injury
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
39
0
6
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Circulatory
no
normal
no
yes
no
[80-90)
2
49
0
15
1
0
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[70-80)
9
65
1
19
0
1
1
Missing
Digestive
Digestive
Digestive
no
high
yes
yes
no
[70-80)
3
49
0
20
13
0
0
Missing
Respiratory
Diabetes
Respiratory
no
no
yes
yes
no
[80-90)
2
29
0
6
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
no
yes
[80-90)
4
3
0
12
2
0
0
Family/GeneralPractice
Musculoskeletal
Other
Other
no
no
yes
yes
no
[60-70)
2
70
0
14
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
5
46
1
14
1
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
no
[50-60)
2
1
0
9
0
0
0
Emergency/Trauma
Other
Other
Diabetes
no
no
yes
yes
no
[50-60)
7
54
0
14
1
0
0
Missing
Other
Other
Other
no
high
yes
yes
no
[60-70)
2
1
2
15
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
12
48
0
18
0
3
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[40-50)
4
40
5
16
0
1
0
InternalMedicine
Circulatory
Diabetes
Missing
no
no
no
yes
yes
[70-80)
9
40
1
15
0
1
0
Family/GeneralPractice
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[50-60)
6
64
2
16
0
1
0
Missing
Injury
Circulatory
Other
no
no
no
yes
yes
[50-60)
1
35
2
18
0
0
0
Surgery
Other
Circulatory
Diabetes
no
no
no
no
no
[80-90)
11
58
4
23
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
5
54
2
14
0
0
0
InternalMedicine
Other
Digestive
Circulatory
no
no
no
no
no
[60-70)
4
46
0
19
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[40-50)
1
11
0
6
0
0
0
Missing
Respiratory
Diabetes
Circulatory
no
high
no
yes
no
[70-80)
2
48
0
11
0
3
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
2
53
1
18
0
2
0
InternalMedicine
Digestive
Respiratory
Diabetes
no
high
no
yes
no
[50-60)
14
44
1
27
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[80-90)
2
44
0
8
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
high
no
yes
yes
[40-50)
13
95
5
40
0
0
0
Other
Digestive
Respiratory
Digestive
no
high
no
yes
no
[40-50)
1
8
0
3
1
0
1
Missing
Respiratory
Diabetes
Other
no
high
no
no
yes
[60-70)
6
53
5
28
0
0
0
Missing
Musculoskeletal
Musculoskeletal
Circulatory
no
high
no
no
no
[70-80)
4
64
0
21
0
0
0
Emergency/Trauma
Diabetes
Respiratory
Circulatory
no
no
no
no
no
[70-80)
3
17
1
16
0
0
0
Missing
Musculoskeletal
Other
Other
no
no
no
yes
yes
[60-70)
11
35
0
23
2
1
0
Cardiology
Respiratory
Respiratory
Diabetes
no
no
yes
yes
yes
[60-70)
14
61
3
25
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[40-50)
1
45
0
8
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
1
10
1
11
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
no
[50-60)
6
24
0
21
0
0
0
Missing
Other
Circulatory
Respiratory
normal
no
yes
yes
yes
[80-90)
5
54
0
15
0
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
60
0
19
0
0
0
Missing
Other
Digestive
Other
no
no
yes
yes
yes
[80-90)
3
48
2
15
0
0
0
Other
Musculoskeletal
Other
Other
no
no
no
no
no
[60-70)
2
55
0
9
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[50-60)
5
47
3
7
0
3
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[50-60)
7
73
2
22
0
2
0
Missing
Diabetes
Other
Other
no
no
no
yes
no
[60-70)
3
61
0
18
0
2
1
Missing
Diabetes
Other
Other
high
no
no
no
no
[80-90)
4
45
1
12
0
0
0
Missing
Respiratory
Respiratory
Injury
no
no
yes
yes
no
[80-90)
5
44
0
16
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
no
no
yes
yes
no
[70-80)
8
81
2
20
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
2
71
0
11
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Circulatory
no
high
yes
yes
yes
[70-80)
4
27
4
23
0
0
0
Missing
Digestive
Digestive
Other
no
no
no
yes
no
[60-70)
1
42
0
5
0
0
0
Missing
Respiratory
Other
Diabetes
no
no
no
yes
yes
[60-70)
11
64
1
30
0
2
0
Missing
Other
Other
Other
no
high
yes
yes
no
[80-90)
6
43
3
18
0
0
0
InternalMedicine
Digestive
Respiratory
Other
no
no
no
yes
yes
[60-70)
1
38
0
15
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[40-50)
6
54
2
16
0
0
0
Other
Other
Other
Other
no
no
no
no
yes
[50-60)
3
52
0
23
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
1
41
0
14
0
0
0
Missing
Other
Circulatory
Respiratory
no
no
no
yes
yes