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
[50-60)
7
34
3
32
0
1
0
Missing
Diabetes
Circulatory
Other
no
no
no
yes
no
[80-90)
2
34
1
17
0
0
1
Surgery
Other
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
2
63
0
20
0
0
1
Cardiology
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
3
33
1
9
0
1
0
Missing
Respiratory
Circulatory
Other
no
no
no
yes
yes
[40-50)
6
46
5
34
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
4
59
2
16
0
0
0
Other
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
3
51
0
15
0
0
0
Missing
Other
Circulatory
Other
no
high
no
no
no
[80-90)
5
35
0
9
0
1
0
Other
Other
Other
Musculoskeletal
no
no
no
yes
no
[70-80)
5
58
3
29
0
0
0
Other
Musculoskeletal
Circulatory
Respiratory
no
no
yes
yes
yes
[80-90)
9
50
0
18
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
3
26
0
12
0
0
2
Missing
Other
Diabetes
Other
high
no
yes
yes
no
[60-70)
1
52
1
11
2
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
7
40
0
18
0
0
0
Other
Circulatory
Circulatory
Other
no
no
yes
yes
no
[50-60)
1
38
2
10
0
0
0
Other
Injury
Diabetes
Other
no
no
yes
yes
no
[50-60)
2
25
3
27
0
0
0
Other
Injury
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
5
78
1
18
0
0
0
Family/GeneralPractice
Other
Other
Other
no
no
no
yes
no
[50-60)
6
42
0
18
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
yes
[90-100)
3
48
2
11
1
0
0
Missing
Digestive
Other
Circulatory
no
no
no
no
no
[80-90)
3
29
1
3
0
0
0
InternalMedicine
Other
Circulatory
Other
no
no
no
yes
no
[50-60)
6
64
1
26
2
0
0
Missing
Diabetes
Digestive
Digestive
no
high
yes
yes
yes
[60-70)
5
29
3
21
4
0
0
Missing
Other
Injury
Other
no
no
no
yes
no
[60-70)
6
64
2
15
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[40-50)
4
69
0
17
0
0
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[40-50)
5
1
3
18
0
2
2
Emergency/Trauma
Circulatory
Other
Diabetes
no
no
no
yes
yes
[40-50)
5
68
1
18
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
no
[70-80)
8
55
0
15
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
1
36
0
15
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
no
[80-90)
6
56
0
7
0
0
0
Missing
Injury
Other
Circulatory
no
normal
yes
yes
no
[50-60)
6
75
2
18
0
3
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[50-60)
2
34
0
9
0
2
0
Missing
Digestive
Other
Other
no
no
no
no
no
[70-80)
2
52
0
16
0
0
0
InternalMedicine
Respiratory
Other
Circulatory
no
no
no
no
no
[80-90)
3
55
0
19
0
0
0
InternalMedicine
Other
Other
Other
no
high
yes
yes
yes
[80-90)
5
48
1
27
0
0
0
Surgery
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[60-70)
3
49
2
20
0
0
0
Emergency/Trauma
Other
Respiratory
Other
no
no
yes
yes
yes
[60-70)
2
4
2
21
0
3
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[50-60)
2
43
0
8
0
1
3
InternalMedicine
Circulatory
Diabetes
Digestive
no
no
yes
yes
no
[60-70)
3
25
4
11
0
5
5
Missing
Other
Other
Other
normal
no
no
yes
yes
[80-90)
5
45
3
23
0
0
0
Surgery
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
10
82
2
10
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
no
yes
no
[70-80)
4
58
3
18
0
0
0
Missing
Digestive
Digestive
Circulatory
no
no
no
no
no
[70-80)
3
28
2
10
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[70-80)
6
39
1
12
0
0
0
Surgery
Other
Other
Diabetes
no
no
no
no
yes
[80-90)
5
77
2
16
0
0
0
InternalMedicine
Respiratory
Circulatory
Other
no
normal
no
no
yes
[50-60)
3
44
1
11
0
0
0
Missing
Injury
Circulatory
Other
no
no
no
yes
no
[40-50)
3
36
2
20
0
0
0
Other
Other
Other
Other
no
no
no
yes
no
[60-70)
2
70
0
17
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[80-90)
3
68
1
7
0
2
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
1
55
6
17
3
1
0
Other
Digestive
Circulatory
Other
no
no
no
no
no
[40-50)
6
35
0
11
0
1
0
Missing
Other
Musculoskeletal
Diabetes
no
no
yes
yes
no
[60-70)
1
33
3
12
1
0
0
Other
Respiratory
Other
Other
no
no
no
no
no
[70-80)
14
61
6
68
0
0
0
Surgery
Circulatory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
1
39
0
4
0
0
0
InternalMedicine
Respiratory
Diabetes
Circulatory
no
no
no
no
no
[80-90)
7
74
2
14
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
3
24
1
15
3
1
0
Surgery
Diabetes
Other
Other
no
no
yes
yes
yes
[60-70)
1
32
6
22
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
6
80
2
34
0
1
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
4
52
0
22
0
1
0
InternalMedicine
Circulatory
Other
Respiratory
no
no
no
no
yes
[50-60)
9
43
0
22
0
0
0
Missing
Circulatory
Diabetes
Diabetes
no
no
no
yes
yes
[50-60)
13
53
5
22
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
no
[70-80)
2
34
1
10
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
9
78
6
51
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
yes
yes
no
[40-50)
4
44
2
3
1
0
0
Missing
Digestive
Respiratory
Other
no
no
no
no
no
[40-50)
3
5
1
18
2
0
0
Missing
Musculoskeletal
Other
Circulatory
no
no
no
no
yes
[60-70)
1
33
0
1
0
0
0
Family/GeneralPractice
Respiratory
Diabetes
Other
no
no
no
no
no
[60-70)
5
48
2
27
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
yes
yes
no
[80-90)
7
56
1
23
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
9
95
0
18
0
0
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[90-100)
2
25
1
7
0
1
1
Emergency/Trauma
Other
Circulatory
Circulatory
no
no
no
no
no
[50-60)
2
51
0
11
0
0
0
InternalMedicine
Diabetes
Respiratory
Other
no
no
no
yes
yes
[80-90)
1
17
0
10
0
0
0
Missing
Injury
Circulatory
Other
no
normal
yes
yes
yes
[50-60)
3
46
3
17
0
1
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
high
yes
yes
yes
[60-70)
2
41
1
11
2
1
1
InternalMedicine
Digestive
Digestive
Other
no
no
no
yes
yes
[80-90)
5
41
2
5
0
0
0
Emergency/Trauma
Other
Digestive
Respiratory
no
no
yes
yes
no
[40-50)
2
68
6
10
3
0
0
Cardiology
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
8
22
3
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
4
51
1
20
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
1
41
1
10
0
0
0
Missing
Musculoskeletal
Other
Circulatory
no
normal
no
no
yes
[60-70)
2
9
0
6
0
1
0
InternalMedicine
Other
Other
Circulatory
no
no
no
no
no
[60-70)
8
46
1
23
0
0
0
InternalMedicine
Injury
Other
Respiratory
no
no
yes
yes
no
[50-60)
3
46
0
21
4
1
0
Missing
Other
Other
Circulatory
no
high
yes
yes
yes
[50-60)
8
62
0
15
0
0
0
Missing
Other
Musculoskeletal
Other
no
high
yes
yes
yes
[40-50)
1
55
0
6
0
0
0
InternalMedicine
Digestive
Diabetes
Other
no
high
no
yes
no
[70-80)
11
76
5
19
0
0
0
Missing
Diabetes
Other
Other
no
no
yes
yes
no
[80-90)
8
41
1
22
0
0
0
Family/GeneralPractice
Digestive
Other
Other
no
no
no
yes
no
[80-90)
6
37
2
13
0
1
0
Other
Other
Respiratory
Respiratory
no
no
no
yes
no
[80-90)
7
47
6
36
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
1
37
0
6
0
0
0
Missing
Injury
Other
Injury
no
high
yes
yes
no
[60-70)
6
68
0
27
0
1
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[50-60)
2
43
0
7
0
1
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
1
17
4
11
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
14
32
3
15
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
2
2
0
11
0
1
0
Missing
Other
Digestive
Other
no
no
yes
yes
no
[90-100)
7
54
0
20
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[60-70)
1
46
0
15
7
0
0
Missing
Respiratory
Respiratory
Diabetes
no
high
yes
yes
yes
[40-50)
2
40
1
25
0
0
0
Surgery
Other
Diabetes
Circulatory
no
no
no
no
no
[80-90)
7
55
0
16
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
no
[70-80)
8
44
6
51
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
2
56
0
9
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
high
no
no
no
[80-90)
1
65
0
12
1
2
1
Other
Circulatory
Circulatory
Respiratory
no
no
no
yes
yes
[70-80)
2
1
0
10
0
0
0
Missing
Injury
Other
Other
no
no
no
yes
no