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)
7
58
2
20
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[50-60)
5
45
1
19
0
6
0
InternalMedicine
Diabetes
Respiratory
Other
no
no
no
no
yes
[40-50)
6
55
2
14
0
0
0
Other
Digestive
Other
Diabetes
no
normal
yes
yes
yes
[70-80)
8
51
2
36
2
1
1
Missing
Other
Other
Other
no
no
yes
yes
yes
[90-100)
7
60
0
16
0
1
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
yes
[70-80)
5
62
0
7
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[50-60)
2
35
0
10
0
0
3
InternalMedicine
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
yes
[60-70)
2
42
3
12
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[70-80)
1
28
2
18
0
0
1
Surgery
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
1
26
0
16
3
1
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
high
no
no
yes
yes
[50-60)
6
18
3
12
0
0
0
Missing
Digestive
Digestive
Digestive
no
no
no
no
no
[50-60)
4
45
0
9
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
6
59
3
30
0
0
0
InternalMedicine
Musculoskeletal
Circulatory
Other
no
normal
yes
yes
yes
[70-80)
10
74
6
28
0
0
0
Missing
Digestive
Other
Respiratory
no
no
yes
yes
no
[80-90)
6
53
0
11
1
1
0
Missing
Circulatory
Circulatory
Other
no
no
no
no
yes
[80-90)
8
53
2
23
0
1
0
Missing
Diabetes
Circulatory
Other
no
no
yes
yes
no
[50-60)
4
38
0
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
3
1
0
12
0
2
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
1
38
5
22
0
0
0
Surgery
Diabetes
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
2
28
1
12
0
0
0
InternalMedicine
Digestive
Other
Circulatory
no
no
no
no
no
[60-70)
4
41
0
21
2
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
yes
[60-70)
5
38
0
13
0
1
0
Missing
Other
Other
Other
no
no
no
yes
no
[90-100)
6
24
0
16
0
0
0
Missing
Respiratory
Respiratory
Respiratory
no
no
no
no
no
[60-70)
3
25
2
18
0
0
0
Other
Other
Other
Other
no
no
no
no
no
[80-90)
1
43
1
16
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[80-90)
2
58
0
12
0
2
1
Missing
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
13
47
1
25
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[80-90)
6
56
0
18
2
1
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[70-80)
1
7
0
7
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
no
yes
no
[60-70)
2
11
1
17
0
0
0
Other
Musculoskeletal
Injury
Other
no
no
no
no
no
[60-70)
1
54
1
11
0
0
0
Other
Musculoskeletal
Circulatory
Diabetes
no
no
no
yes
no
[40-50)
3
25
1
12
1
1
0
Family/GeneralPractice
Other
Other
Digestive
normal
no
no
yes
yes
[40-50)
9
55
3
14
0
0
0
InternalMedicine
Diabetes
Musculoskeletal
Circulatory
no
high
yes
yes
yes
[40-50)
5
1
2
14
0
2
1
Emergency/Trauma
Digestive
Circulatory
Other
no
no
no
yes
yes
[60-70)
9
98
0
23
0
0
0
Missing
Circulatory
Other
Diabetes
high
no
yes
yes
yes
[60-70)
4
48
0
16
0
1
0
Family/GeneralPractice
Other
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
4
43
3
11
3
0
0
InternalMedicine
Digestive
Other
Other
no
no
no
yes
yes
[80-90)
7
37
0
19
0
2
0
Family/GeneralPractice
Circulatory
Other
Diabetes
no
no
yes
yes
yes
[50-60)
5
46
0
15
0
0
0
Missing
Circulatory
Other
Diabetes
no
normal
yes
yes
no
[60-70)
6
46
6
32
0
0
0
Missing
Circulatory
Circulatory
Injury
no
no
no
no
no
[70-80)
2
56
2
11
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
yes
yes
[70-80)
6
33
1
19
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
yes
yes
no
[70-80)
4
43
0
16
0
1
1
InternalMedicine
Other
Other
Other
no
high
yes
yes
yes
[60-70)
3
24
1
11
0
1
0
Other
Digestive
Other
Circulatory
high
no
no
yes
yes
[70-80)
5
70
1
26
1
0
1
Emergency/Trauma
Respiratory
Other
Respiratory
no
high
yes
yes
no
[50-60)
2
25
0
15
0
1
2
Family/GeneralPractice
Other
Other
Diabetes
no
no
yes
yes
yes
[60-70)
4
50
2
17
0
2
0
Missing
Other
Circulatory
Other
no
no
no
no
yes
[80-90)
6
14
0
16
0
0
0
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[80-90)
5
26
0
23
0
0
0
Missing
Other
Respiratory
Circulatory
high
no
yes
yes
no
[50-60)
1
4
0
14
0
0
0
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
3
38
0
12
0
1
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
yes
yes
yes
[70-80)
9
44
2
17
0
2
0
Missing
Other
Musculoskeletal
Other
no
no
no
yes
yes
[40-50)
2
12
0
14
3
5
3
Family/GeneralPractice
Other
Other
Digestive
no
no
yes
yes
yes
[80-90)
2
35
5
13
1
0
0
Missing
Injury
Other
Diabetes
no
no
no
no
yes
[80-90)
1
11
0
13
0
0
0
Missing
Respiratory
Other
Circulatory
no
no
yes
yes
no
[60-70)
12
75
5
13
0
0
0
Missing
Injury
Respiratory
Injury
no
no
yes
yes
no
[70-80)
5
33
1
27
0
0
0
Other
Musculoskeletal
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
3
61
0
15
0
0
2
Emergency/Trauma
Other
Other
Diabetes
no
no
yes
yes
yes
[70-80)
5
46
0
4
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
yes
no
[60-70)
7
26
3
25
0
0
1
Missing
Digestive
Digestive
Digestive
high
no
yes
yes
no
[50-60)
6
20
4
17
0
0
0
Other
Musculoskeletal
Diabetes
Circulatory
no
no
no
yes
no
[70-80)
4
43
0
13
0
0
0
InternalMedicine
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
12
0
16
0
6
1
Missing
Circulatory
Respiratory
Circulatory
no
no
yes
yes
yes
[70-80)
4
30
2
22
0
0
2
Emergency/Trauma
Injury
Other
Circulatory
no
no
yes
yes
no
[50-60)
7
54
0
21
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
yes
[60-70)
2
44
2
15
0
1
4
Missing
Diabetes
Other
Digestive
no
no
no
yes
yes
[70-80)
4
60
0
16
0
0
0
InternalMedicine
Digestive
Other
Diabetes
no
no
no
yes
no
[70-80)
2
50
0
18
0
1
0
Family/GeneralPractice
Respiratory
Circulatory
Other
no
no
no
yes
yes
[70-80)
10
67
6
47
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
2
58
0
11
0
0
0
Missing
Other
Digestive
Digestive
no
no
yes
yes
no
[70-80)
9
86
1
17
0
1
0
Missing
Other
Injury
Circulatory
no
no
no
no
yes
[70-80)
2
47
0
7
0
0
0
Emergency/Trauma
Other
Circulatory
Other
no
no
no
no
yes
[90-100)
4
65
0
19
0
0
0
Missing
Circulatory
Circulatory
Respiratory
no
high
yes
yes
no
[60-70)
7
34
0
23
5
1
16
Family/GeneralPractice
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[50-60)
4
49
2
26
0
1
1
Missing
Respiratory
Circulatory
Other
no
normal
yes
yes
yes
[50-60)
1
10
2
13
0
0
0
Cardiology
Circulatory
Diabetes
Circulatory
no
no
yes
yes
no
[40-50)
5
36
0
15
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[60-70)
7
47
6
42
0
0
0
Missing
Circulatory
Injury
Other
no
no
yes
yes
yes
[50-60)
8
50
1
30
0
0
0
Emergency/Trauma
Digestive
Digestive
Digestive
no
no
no
yes
no
[80-90)
4
63
0
29
0
1
1
Missing
Circulatory
Respiratory
Other
no
no
yes
yes
no
[60-70)
4
54
0
14
0
0
0
InternalMedicine
Circulatory
Diabetes
Circulatory
no
no
no
yes
yes
[80-90)
2
40
0
9
0
2
0
Missing
Circulatory
Circulatory
Respiratory
no
no
no
yes
no
[60-70)
3
46
3
12
0
1
0
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
no
no
[80-90)
3
48
0
6
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Other
no
no
yes
yes
no
[80-90)
3
69
0
10
0
0
0
Family/GeneralPractice
Circulatory
Respiratory
Diabetes
no
no
no
yes
no
[90-100)
5
53
0
7
0
0
0
Missing
Circulatory
Diabetes
Other
no
no
no
no
no
[70-80)
1
35
0
7
1
2
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[70-80)
4
12
1
17
0
0
0
Other
Musculoskeletal
Digestive
Injury
no
normal
no
no
no
[60-70)
1
51
2
25
0
1
1
Missing
Injury
Other
Circulatory
no
normal
yes
yes
no
[80-90)
2
52
0
1
0
0
0
InternalMedicine
Respiratory
Other
Other
no
no
no
yes
yes
[60-70)
6
54
0
21
0
4
0
Missing
Digestive
Respiratory
Other
no
no
yes
yes
yes
[80-90)
3
8
3
24
0
0
0
Surgery
Musculoskeletal
Respiratory
Musculoskeletal
no
no
no
no
no
[90-100)
2
66
0
15
0
0
2
Emergency/Trauma
Other
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
11
60
4
20
0
3
0
Surgery
Injury
Digestive
Other
no
no
no
no
yes
[70-80)
3
29
1
20
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[60-70)
2
46
0
5
0
0
0
Other
Digestive
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
3
35
3
6
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[60-70)
6
27
0
20
0
0
1
Other
Other
Other
Other
high
no
yes
yes
yes
[40-50)
6
48
0
20
0
0
0
Other
Other
Circulatory
Respiratory
no
no
no
no
yes
[60-70)
5
41
3
16
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
normal
no
no
yes
yes