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)
2
46
1
23
0
0
0
Cardiology
Digestive
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
3
42
1
9
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
yes
yes
no
[50-60)
5
48
0
13
3
0
0
InternalMedicine
Circulatory
Other
Other
no
no
no
yes
yes
[50-60)
4
58
2
25
1
0
0
Missing
Other
Other
Other
no
high
yes
yes
no
[70-80)
4
46
0
18
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
3
51
0
15
0
0
0
Missing
Respiratory
Other
Diabetes
no
normal
no
yes
no
[60-70)
4
33
4
17
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
3
52
1
20
0
0
0
Other
Musculoskeletal
Injury
Missing
no
no
no
yes
no
[80-90)
6
62
0
17
0
1
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[70-80)
4
57
2
27
0
0
1
Emergency/Trauma
Digestive
Digestive
Digestive
no
no
yes
yes
yes
[70-80)
11
39
0
14
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
yes
[60-70)
3
49
6
12
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
no
[50-60)
1
49
0
8
0
1
0
Missing
Respiratory
Digestive
Circulatory
no
high
no
yes
no
[70-80)
5
81
3
18
3
1
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
4
44
1
22
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[80-90)
5
62
1
16
0
1
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[70-80)
5
50
0
13
0
3
1
Missing
Circulatory
Other
Diabetes
no
high
no
no
no
[80-90)
4
43
0
11
0
1
0
Missing
Musculoskeletal
Other
Diabetes
no
normal
no
yes
no
[70-80)
6
1
0
16
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
1
45
0
7
2
0
0
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[50-60)
10
68
0
29
0
0
0
Other
Circulatory
Circulatory
Other
no
normal
yes
yes
no
[60-70)
4
28
4
22
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
8
37
2
16
0
0
0
InternalMedicine
Musculoskeletal
Circulatory
Diabetes
no
high
yes
yes
no
[40-50)
8
33
1
20
0
0
0
Missing
Circulatory
Diabetes
Respiratory
no
no
yes
yes
yes
[60-70)
10
68
0
19
0
0
0
Family/GeneralPractice
Digestive
Digestive
Other
no
high
no
yes
yes
[60-70)
8
72
4
36
0
1
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[80-90)
1
15
6
25
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
2
55
0
7
0
0
0
InternalMedicine
Digestive
Other
Digestive
no
no
yes
yes
yes
[70-80)
2
31
1
10
0
0
0
Missing
Circulatory
Diabetes
Missing
no
no
no
yes
no
[50-60)
4
56
3
15
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
normal
no
no
no
[50-60)
7
28
0
17
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
no
yes
yes
[40-50)
4
39
1
11
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[50-60)
9
41
2
27
0
3
0
Cardiology
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
5
51
0
4
0
0
0
Missing
Other
Other
Diabetes
normal
no
yes
yes
yes
[80-90)
2
34
3
11
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
4
50
0
31
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
2
38
0
21
1
2
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[70-80)
3
42
0
12
0
1
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[70-80)
1
43
1
5
0
0
2
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
yes
[60-70)
3
23
0
12
2
0
0
Missing
Other
Circulatory
Other
normal
no
yes
yes
no
[50-60)
3
12
0
16
2
2
0
Missing
Circulatory
Respiratory
Other
no
no
no
no
yes
[60-70)
3
35
4
13
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[70-80)
6
53
1
5
0
0
0
InternalMedicine
Digestive
Diabetes
Other
normal
no
no
no
no
[80-90)
3
18
1
8
0
2
0
Missing
Digestive
Other
Digestive
no
no
no
yes
yes
[80-90)
3
37
6
17
0
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
2
69
0
10
0
1
0
Missing
Circulatory
Respiratory
Respiratory
no
high
no
no
no
[50-60)
3
38
0
14
0
0
0
Cardiology
Respiratory
Respiratory
Diabetes
no
high
no
yes
yes
[50-60)
1
37
5
17
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
1
32
6
23
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
8
0
6
0
0
0
Emergency/Trauma
Respiratory
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
1
48
0
11
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[80-90)
7
38
2
24
0
0
0
Surgery
Other
Injury
Other
no
no
no
yes
yes
[80-90)
3
49
0
6
0
0
0
InternalMedicine
Circulatory
Diabetes
Other
no
no
yes
yes
no
[80-90)
3
38
1
13
0
1
0
Family/GeneralPractice
Digestive
Respiratory
Circulatory
no
no
no
yes
no
[40-50)
1
46
0
16
0
1
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
yes
[40-50)
5
82
5
15
0
2
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
2
50
1
18
0
0
0
Other
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
2
64
0
13
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
normal
no
yes
no
[60-70)
2
72
0
6
0
0
0
InternalMedicine
Respiratory
Other
Circulatory
no
no
no
no
no
[60-70)
3
39
3
29
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
yes
no
[40-50)
1
29
0
13
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[40-50)
4
71
5
24
0
0
0
InternalMedicine
Other
Other
Diabetes
no
high
yes
yes
no
[40-50)
3
45
0
6
0
0
0
Missing
Diabetes
Circulatory
Digestive
no
no
no
no
yes
[80-90)
11
61
3
24
1
0
0
Missing
Circulatory
Circulatory
Other
no
high
no
yes
no
[50-60)
6
73
2
22
0
0
0
InternalMedicine
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
9
23
2
15
1
1
0
Surgery
Injury
Other
Other
normal
no
yes
yes
no
[70-80)
6
59
0
11
1
3
4
Missing
Other
Other
Other
no
no
no
yes
yes
[80-90)
6
41
1
18
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
8
19
6
11
2
0
1
Missing
Injury
Circulatory
Other
no
no
no
yes
yes
[50-60)
3
26
0
17
0
2
0
InternalMedicine
Respiratory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
8
11
1
22
4
0
0
Missing
Respiratory
Respiratory
Other
high
no
yes
yes
no
[80-90)
2
60
0
9
6
0
3
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[60-70)
8
39
0
12
0
1
0
Other
Other
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
6
55
0
18
0
0
0
Missing
Circulatory
Respiratory
Respiratory
no
no
no
yes
yes
[50-60)
2
18
1
4
0
0
0
Emergency/Trauma
Digestive
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
1
1
1
4
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
no
[70-80)
5
39
1
19
0
5
3
Other
Other
Other
Respiratory
no
no
yes
yes
yes
[70-80)
6
62
2
30
11
2
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
1
39
0
5
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
yes
[70-80)
2
56
1
18
0
1
0
Emergency/Trauma
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[40-50)
2
2
4
17
0
0
0
Missing
Other
Injury
Other
no
no
no
yes
yes
[60-70)
2
17
0
18
5
1
0
Missing
Diabetes
Respiratory
Other
normal
no
no
yes
yes
[80-90)
5
49
1
13
0
0
0
Other
Injury
Diabetes
Other
no
high
no
yes
yes
[40-50)
3
37
3
6
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
yes
yes
[80-90)
10
77
1
29
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
no
[70-80)
13
89
0
20
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[80-90)
13
71
5
32
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[60-70)
3
59
5
22
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
yes
[40-50)
8
49
0
20
0
0
0
Missing
Other
Diabetes
Circulatory
no
normal
no
no
yes
[70-80)
2
30
2
19
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
no
[50-60)
10
39
4
24
1
0
0
Cardiology
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
5
72
1
23
0
0
0
Family/GeneralPractice
Injury
Other
Respiratory
no
no
yes
yes
no
[90-100)
4
40
0
14
0
2
0
Emergency/Trauma
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
46
0
13
0
4
0
Missing
Other
Circulatory
Other
no
no
no
yes
yes
[60-70)
4
8
1
20
0
0
0
Missing
Musculoskeletal
Diabetes
Respiratory
no
no
yes
yes
yes
[70-80)
6
35
0
12
0
1
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[70-80)
5
60
0
18
0
1
0
Other
Respiratory
Injury
Respiratory
no
no
no
yes
no
[40-50)
3
57
1
18
0
2
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[60-70)
3
39
0
14
0
0
0
Missing
Musculoskeletal
Other
Diabetes
no
normal
no
yes
no
[50-60)
3
47
3
10
0
0
0
Missing
Circulatory
Circulatory
Circulatory
normal
no
no
yes
no