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)
1
63
1
2
0
0
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
2
61
3
19
0
0
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
3
2
3
8
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
no
no
[60-70)
3
63
6
29
0
2
3
InternalMedicine
Digestive
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
11
52
6
31
0
0
0
Missing
Circulatory
Other
Respiratory
no
no
no
yes
no
[70-80)
5
32
2
27
0
0
0
Other
Other
Respiratory
Digestive
no
no
no
yes
no
[70-80)
6
47
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
3
1
1
18
0
0
0
Other
Other
Other
Diabetes
no
no
no
no
yes
[60-70)
1
35
1
11
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
no
no
yes
no
[50-60)
9
27
0
12
0
0
0
Missing
Respiratory
Respiratory
Other
no
high
yes
yes
no
[50-60)
12
39
5
18
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
yes
yes
yes
[40-50)
6
34
1
34
0
0
0
Missing
Circulatory
Other
Diabetes
no
no
yes
yes
no
[80-90)
7
54
0
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
3
61
1
27
0
0
0
Missing
Injury
Other
Injury
no
no
yes
yes
yes
[40-50)
7
41
0
10
0
0
0
Other
Other
Diabetes
Respiratory
no
no
yes
yes
no
[70-80)
3
54
0
22
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[60-70)
4
42
0
4
0
1
0
Other
Circulatory
Diabetes
Other
no
no
yes
yes
no
[80-90)
3
50
0
10
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
4
63
0
11
0
2
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
4
55
1
21
0
1
1
Family/GeneralPractice
Digestive
Other
Digestive
no
high
yes
yes
yes
[60-70)
5
65
3
8
0
1
0
Emergency/Trauma
Other
Digestive
Other
no
normal
no
no
yes
[60-70)
2
35
1
11
0
2
2
Other
Other
Other
Diabetes
no
no
no
no
yes
[70-80)
2
50
0
17
2
2
1
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
no
yes
yes
[70-80)
13
18
1
22
3
0
0
Missing
Other
Other
Other
normal
no
no
yes
no
[80-90)
4
46
1
18
0
4
0
Missing
Other
Other
Circulatory
no
no
no
yes
yes
[60-70)
5
37
3
17
0
0
0
InternalMedicine
Circulatory
Respiratory
Digestive
no
no
no
yes
no
[70-80)
10
33
3
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
4
47
1
11
0
0
0
Other
Musculoskeletal
Other
Other
no
no
no
yes
yes
[50-60)
7
49
0
31
0
2
4
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
3
1
0
5
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
no
no
no
[80-90)
11
71
0
24
0
2
0
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[80-90)
3
62
1
8
0
0
0
InternalMedicine
Other
Diabetes
Circulatory
no
no
no
no
no
[50-60)
3
40
0
2
0
0
0
Emergency/Trauma
Other
Diabetes
Missing
no
normal
no
yes
no
[60-70)
11
68
3
39
0
0
0
Other
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[60-70)
3
12
6
26
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
11
72
0
18
0
0
1
Emergency/Trauma
Other
Respiratory
Other
no
no
yes
yes
no
[40-50)
3
49
0
5
0
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[40-50)
2
44
2
12
0
0
0
InternalMedicine
Circulatory
Other
Circulatory
no
no
yes
yes
no
[70-80)
9
77
0
27
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
high
yes
yes
no
[70-80)
7
61
3
8
3
2
0
InternalMedicine
Other
Respiratory
Respiratory
no
high
no
yes
yes
[80-90)
3
25
2
17
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[40-50)
2
51
0
8
0
0
1
Missing
Diabetes
Other
Diabetes
no
no
yes
yes
no
[70-80)
3
42
2
12
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
no
yes
yes
yes
[50-60)
1
30
0
5
0
0
0
Missing
Injury
Other
Circulatory
no
no
yes
yes
no
[70-80)
4
50
2
15
0
1
1
Emergency/Trauma
Injury
Diabetes
Respiratory
no
no
no
no
no
[70-80)
7
61
5
19
1
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[80-90)
5
30
3
11
1
4
0
Missing
Other
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
6
89
1
15
0
0
0
Surgery
Circulatory
Diabetes
Circulatory
no
high
no
no
yes
[70-80)
11
76
3
20
5
0
0
Missing
Circulatory
Circulatory
Other
no
no
no
yes
yes
[70-80)
1
24
0
3
4
2
2
Missing
Injury
Injury
Other
no
no
no
no
yes
[70-80)
2
1
0
10
0
0
0
Other
Other
Other
Diabetes
no
no
no
yes
no
[50-60)
2
55
2
12
0
0
0
Missing
Other
Injury
Other
no
normal
no
no
no
[90-100)
2
21
0
8
0
0
0
Missing
Other
Other
Other
no
no
no
yes
yes
[50-60)
4
29
0
20
1
2
0
Missing
Other
Diabetes
Respiratory
no
no
yes
yes
no
[80-90)
6
29
5
29
0
1
1
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[70-80)
6
50
3
42
0
0
0
Surgery
Circulatory
Circulatory
Other
no
no
no
yes
no
[90-100)
6
44
0
12
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
yes
[80-90)
9
71
0
10
0
0
1
Emergency/Trauma
Circulatory
Other
Other
no
high
no
no
yes
[80-90)
6
55
0
13
0
0
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[70-80)
1
40
0
7
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
yes
[60-70)
3
30
0
13
0
1
1
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
yes
[40-50)
7
56
2
14
0
0
0
Emergency/Trauma
Digestive
Digestive
Other
no
no
no
no
yes
[70-80)
8
69
0
30
2
3
0
InternalMedicine
Respiratory
Circulatory
Respiratory
no
high
yes
yes
yes
[50-60)
4
13
0
20
1
4
5
Missing
Diabetes
Other
Digestive
no
no
no
yes
yes
[60-70)
2
63
0
5
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[60-70)
4
4
2
26
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
7
59
1
21
0
0
0
Missing
Injury
Other
Diabetes
no
no
no
yes
yes
[60-70)
4
36
6
25
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
yes
yes
no
[80-90)
7
75
0
23
0
1
0
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
normal
yes
yes
no
[80-90)
4
55
0
16
0
1
2
Missing
Circulatory
Circulatory
Injury
no
no
yes
yes
no
[60-70)
5
54
0
19
1
1
0
Other
Respiratory
Other
Other
no
no
no
yes
no
[70-80)
2
30
2
13
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
1
54
0
7
0
0
0
Missing
Diabetes
Respiratory
Other
no
no
yes
yes
yes
[70-80)
5
60
0
7
0
0
0
Missing
Digestive
Other
Diabetes
no
no
no
yes
no
[60-70)
9
78
1
37
7
4
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[60-70)
1
43
1
9
2
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
4
45
0
17
0
0
0
Missing
Circulatory
Respiratory
Other
no
high
no
yes
yes
[70-80)
5
73
4
14
0
0
0
Missing
Other
Respiratory
Diabetes
no
no
no
yes
no
[60-70)
6
53
1
18
16
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
no
[60-70)
8
29
3
6
2
1
0
Missing
Digestive
Diabetes
Other
no
no
no
no
yes
[60-70)
5
43
0
7
0
0
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[80-90)
7
62
0
14
0
0
0
Family/GeneralPractice
Diabetes
Circulatory
Circulatory
no
normal
no
yes
no
[60-70)
2
62
2
15
0
0
0
Missing
Respiratory
Diabetes
Other
no
normal
yes
yes
no
[80-90)
4
81
1
9
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
no
yes
yes
no
[70-80)
5
82
1
27
0
0
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
high
yes
yes
yes
[40-50)
5
31
2
26
1
0
0
Surgery
Other
Other
Circulatory
no
no
yes
yes
yes
[40-50)
11
42
2
11
0
0
0
Emergency/Trauma
Injury
Circulatory
Diabetes
no
no
no
no
no
[80-90)
4
24
0
19
0
0
0
Missing
Other
Other
Other
normal
no
no
yes
yes
[60-70)
3
2
0
8
3
1
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
2
35
0
7
0
1
1
Family/GeneralPractice
Digestive
Respiratory
Diabetes
no
no
no
yes
yes
[80-90)
8
58
6
13
0
0
0
Missing
Circulatory
Circulatory
Other
no
high
no
yes
no
[50-60)
10
71
0
19
0
1
0
Missing
Respiratory
Other
Other
no
high
no
yes
yes
[90-100)
2
14
0
10
0
2
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[80-90)
9
43
0
17
0
2
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[50-60)
2
40
1
26
0
2
0
Missing
Other
Respiratory
Circulatory
no
no
no
yes
yes
[70-80)
7
35
1
31
0
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
13
56
0
28
0
0
0
Cardiology
Circulatory
Circulatory
Other
no
normal
no
yes
yes
[50-60)
8
56
5
26
0
0
0
InternalMedicine
Other
Circulatory
Musculoskeletal
no
no
no
no
no
[60-70)
2
47
0
21
5
3
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
high
no
yes
yes
[70-80)
3
1
2
9
0
2
0
Emergency/Trauma
Respiratory
Respiratory
Circulatory
no
no
no
no
yes