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)
4
41
1
33
0
1
0
Missing
Musculoskeletal
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
3
7
3
16
1
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
6
86
2
26
0
5
0
Missing
Other
Other
Respiratory
no
no
yes
yes
yes
[50-60)
1
41
3
16
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
no
no
no
no
no
[80-90)
2
51
0
9
0
0
0
Missing
Other
Injury
Diabetes
no
no
no
yes
no
[40-50)
2
31
1
28
0
0
0
Missing
Injury
Diabetes
Digestive
no
no
yes
yes
yes
[70-80)
2
2
1
17
2
0
0
Other
Musculoskeletal
Diabetes
Other
no
no
no
yes
no
[40-50)
2
1
0
10
0
3
4
Missing
Digestive
Respiratory
Respiratory
no
no
yes
yes
yes
[50-60)
4
8
0
21
3
4
2
Missing
Other
Respiratory
Other
no
no
no
yes
yes
[60-70)
12
50
5
17
0
0
0
Surgery
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
7
43
1
16
0
1
0
Other
Other
Other
Injury
no
no
no
yes
yes
[80-90)
5
49
1
20
1
0
0
InternalMedicine
Injury
Other
Respiratory
no
no
yes
yes
no
[60-70)
1
66
0
3
0
0
0
InternalMedicine
Other
Diabetes
Other
no
no
no
no
yes
[50-60)
1
31
5
15
0
0
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
6
45
1
15
0
0
0
Missing
Injury
Other
Diabetes
no
no
no
yes
no
[70-80)
4
15
1
12
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
yes
yes
no
[60-70)
9
39
6
28
2
1
1
Missing
Other
Diabetes
Other
no
no
no
no
yes
[40-50)
2
38
6
21
0
1
1
Missing
Circulatory
Circulatory
Other
no
normal
yes
yes
yes
[70-80)
1
54
0
7
0
0
0
Missing
Circulatory
Other
Diabetes
no
normal
no
yes
yes
[70-80)
1
64
1
16
5
1
0
Missing
Other
Circulatory
Musculoskeletal
no
no
no
no
no
[70-80)
4
34
3
21
2
2
0
Surgery
Injury
Circulatory
Other
no
no
yes
yes
no
[70-80)
6
30
3
21
3
2
0
Missing
Other
Diabetes
Other
no
no
yes
yes
yes
[80-90)
5
81
3
24
0
0
0
Emergency/Trauma
Other
Respiratory
Circulatory
no
no
yes
yes
no
[80-90)
6
59
0
10
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[70-80)
2
57
0
12
1
3
0
Missing
Diabetes
Other
Circulatory
no
no
no
yes
yes
[60-70)
1
9
0
9
0
0
1
Emergency/Trauma
Circulatory
Respiratory
Respiratory
no
normal
no
yes
yes
[50-60)
4
30
0
13
0
0
0
Missing
Respiratory
Respiratory
Other
no
no
no
yes
yes
[60-70)
2
1
0
5
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[50-60)
7
66
0
26
0
0
0
Missing
Respiratory
Digestive
Other
no
no
no
no
yes
[70-80)
3
36
0
6
0
0
0
Missing
Respiratory
Other
Other
no
no
no
yes
yes
[80-90)
2
1
0
7
0
0
0
Missing
Other
Other
Diabetes
no
no
no
yes
no
[70-80)
7
61
0
12
0
2
0
Missing
Circulatory
Diabetes
Circulatory
normal
no
no
yes
yes
[80-90)
4
57
1
16
1
3
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
yes
[60-70)
6
61
2
36
0
0
0
Missing
Other
Injury
Circulatory
no
no
yes
yes
yes
[60-70)
3
74
3
19
0
1
1
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
yes
[80-90)
4
5
4
21
3
3
0
Missing
Injury
Other
Diabetes
no
no
yes
yes
yes
[70-80)
4
38
1
14
0
2
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[80-90)
10
32
2
18
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
yes
[50-60)
1
58
0
11
0
0
0
Emergency/Trauma
Respiratory
Other
Diabetes
no
no
no
yes
no
[50-60)
4
48
6
20
0
0
0
Missing
Circulatory
Diabetes
Other
no
high
no
no
yes
[80-90)
2
38
0
4
0
1
1
InternalMedicine
Digestive
Other
Diabetes
no
no
no
yes
no
[40-50)
2
33
0
12
0
0
0
Missing
Other
Other
Diabetes
no
no
no
no
no
[70-80)
1
37
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[50-60)
6
7
1
17
0
0
0
Missing
Musculoskeletal
Respiratory
Diabetes
no
no
no
yes
yes
[40-50)
7
67
0
15
0
0
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[90-100)
10
28
1
13
0
1
2
Emergency/Trauma
Respiratory
Circulatory
Circulatory
no
no
yes
yes
yes
[70-80)
8
31
1
20
11
0
0
Surgery
Digestive
Digestive
Other
no
no
yes
yes
yes
[90-100)
5
1
0
9
1
1
2
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[80-90)
4
26
1
13
1
1
2
Missing
Circulatory
Circulatory
Circulatory
normal
no
no
no
yes
[50-60)
2
29
3
23
0
0
1
Other
Injury
Circulatory
Other
no
no
no
yes
no
[60-70)
1
27
0
7
0
0
0
Emergency/Trauma
Diabetes
Circulatory
Other
no
no
no
no
yes
[50-60)
6
31
2
10
0
0
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[40-50)
4
65
0
7
0
0
0
Missing
Diabetes
Other
Missing
no
no
no
no
no
[40-50)
3
33
0
6
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
no
yes
yes
[70-80)
2
39
2
22
0
2
1
Other
Other
Other
Respiratory
no
no
yes
yes
yes
[60-70)
8
58
0
19
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
high
yes
yes
yes
[40-50)
2
37
0
14
0
0
0
InternalMedicine
Diabetes
Respiratory
Other
no
high
yes
yes
no
[80-90)
1
28
0
12
3
0
0
Missing
Circulatory
Other
Other
no
high
yes
yes
no
[60-70)
3
64
1
20
0
1
0
Missing
Respiratory
Respiratory
Other
no
high
no
yes
yes
[80-90)
5
41
2
13
0
0
0
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
yes
yes
no
[60-70)
3
53
6
27
1
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[50-60)
6
56
0
22
0
0
0
InternalMedicine
Circulatory
Respiratory
Circulatory
no
no
yes
yes
no
[60-70)
11
72
2
22
0
6
2
Other
Other
Other
Other
no
high
yes
yes
yes
[70-80)
4
60
1
19
1
9
2
Family/GeneralPractice
Other
Circulatory
Other
no
no
no
yes
yes
[70-80)
1
1
1
9
0
0
0
Missing
Other
Other
Musculoskeletal
no
no
no
no
no
[60-70)
3
47
3
15
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[90-100)
5
75
1
18
0
0
0
Surgery
Injury
Other
Circulatory
no
no
yes
yes
no
[80-90)
3
56
2
27
4
1
0
Other
Circulatory
Injury
Circulatory
no
no
yes
yes
yes
[70-80)
3
30
1
12
0
0
0
Surgery
Other
Diabetes
Respiratory
no
no
no
yes
yes
[80-90)
2
62
0
6
0
0
0
Family/GeneralPractice
Respiratory
Other
Digestive
no
high
no
yes
yes
[80-90)
2
49
0
10
0
1
0
InternalMedicine
Injury
Other
Circulatory
no
no
no
yes
yes
[50-60)
6
45
2
37
0
0
0
InternalMedicine
Diabetes
Other
Circulatory
no
no
yes
yes
no
[70-80)
6
20
0
9
0
0
0
Other
Other
Other
Diabetes
no
no
no
no
no
[50-60)
2
35
0
13
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
7
46
1
17
0
0
0
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
no
[40-50)
2
54
2
9
0
0
0
Missing
Other
Other
Diabetes
no
normal
no
yes
no
[40-50)
10
77
1
20
0
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
no
[70-80)
2
46
1
16
0
0
0
InternalMedicine
Other
Other
Diabetes
no
no
no
no
yes
[70-80)
13
53
0
27
0
0
0
Missing
Other
Respiratory
Respiratory
no
no
yes
yes
yes
[80-90)
1
39
0
12
1
0
0
Missing
Other
Other
Circulatory
no
high
no
yes
yes
[70-80)
8
68
1
21
0
1
2
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
2
57
2
8
0
0
0
Family/GeneralPractice
Other
Respiratory
Circulatory
no
no
no
no
no
[40-50)
2
73
0
22
0
0
0
Missing
Respiratory
Other
Diabetes
no
high
yes
yes
no
[60-70)
3
35
0
6
1
0
0
Missing
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[70-80)
2
44
0
14
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
high
yes
yes
yes
[50-60)
7
69
1
13
0
0
0
Emergency/Trauma
Other
Diabetes
Other
no
no
yes
yes
no
[60-70)
10
40
0
16
0
1
0
Other
Respiratory
Respiratory
Circulatory
no
no
yes
yes
yes
[60-70)
2
33
0
19
0
2
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
4
1
0
8
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Musculoskeletal
no
no
no
no
yes
[80-90)
6
24
0
11
0
1
0
Missing
Respiratory
Other
Respiratory
high
no
yes
yes
no
[80-90)
2
20
0
16
0
1
0
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
4
26
2
30
1
0
0
Surgery
Diabetes
Circulatory
Other
no
no
yes
yes
no
[80-90)
5
61
0
11
0
0
0
Other
Circulatory
Diabetes
Circulatory
no
high
no
no
yes
[60-70)
1
2
0
13
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
yes
yes
no
[50-60)
6
68
5
31
12
5
0
Missing
Diabetes
Other
Other
no
no
yes
yes
yes
[50-60)
4
60
2
22
0
1
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
yes
[90-100)
2
47
1
9
0
2
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
7
35
0
13
0
0
0
Cardiology
Circulatory
Other
Circulatory
no
no
no
no
no
[50-60)
3
54
3
13
1
0
0
Missing
Other
Other
Diabetes
no
high
yes
yes
no
[80-90)
7
41
0
18
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
yes
yes