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
[80-90)
5
25
0
19
0
0
0
Missing
Circulatory
Circulatory
Respiratory
normal
no
yes
yes
no
[50-60)
1
35
0
12
0
0
0
Missing
Digestive
Circulatory
Other
no
no
no
no
no
[60-70)
2
45
0
13
0
0
0
InternalMedicine
Respiratory
Other
Respiratory
no
no
no
yes
no
[60-70)
13
64
6
37
4
0
0
Missing
Digestive
Injury
Circulatory
no
no
yes
yes
no
[80-90)
5
23
2
20
1
0
0
Other
Other
Other
Other
normal
no
no
yes
no
[50-60)
3
32
0
9
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
1
40
3
12
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
no
no
no
no
[70-80)
4
61
0
10
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
no
no
yes
[70-80)
2
33
0
13
0
0
0
Missing
Other
Other
Respiratory
no
no
no
yes
yes
[50-60)
4
37
1
22
0
3
0
Other
Other
Other
Circulatory
no
no
no
no
no
[80-90)
8
63
0
19
0
0
0
Missing
Circulatory
Respiratory
Circulatory
no
no
no
no
no
[60-70)
4
58
1
22
0
3
0
Missing
Digestive
Circulatory
Other
no
no
yes
yes
yes
[70-80)
2
56
0
18
1
0
0
Missing
Respiratory
Circulatory
Respiratory
no
no
yes
yes
yes
[60-70)
1
44
0
14
0
0
0
Emergency/Trauma
Respiratory
Circulatory
Diabetes
no
high
yes
yes
yes
[50-60)
4
39
0
10
0
0
0
InternalMedicine
Diabetes
Digestive
Other
no
no
no
yes
no
[70-80)
11
51
3
16
0
0
0
Other
Other
Other
Other
no
no
no
yes
yes
[60-70)
2
35
0
11
7
1
0
Missing
Other
Diabetes
Other
no
no
no
yes
yes
[60-70)
1
54
2
15
1
1
0
Missing
Other
Digestive
Circulatory
no
no
no
no
no
[70-80)
6
58
0
32
0
2
2
Surgery
Digestive
Diabetes
Circulatory
no
no
yes
yes
no
[80-90)
2
45
0
13
7
1
0
Missing
Diabetes
Circulatory
Other
no
normal
yes
yes
no
[70-80)
10
46
2
36
0
0
0
Missing
Other
Circulatory
Circulatory
no
no
no
no
yes
[70-80)
4
32
2
6
0
0
0
Emergency/Trauma
Digestive
Other
Other
no
no
yes
yes
no
[70-80)
4
48
6
16
0
0
0
InternalMedicine
Circulatory
Circulatory
Other
no
no
no
yes
yes
[90-100)
1
4
0
12
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
yes
yes
no
[50-60)
3
35
1
17
0
1
0
Emergency/Trauma
Digestive
Diabetes
Circulatory
no
high
yes
yes
yes
[80-90)
2
22
0
5
0
0
0
Missing
Injury
Other
Circulatory
no
no
no
yes
no
[80-90)
6
77
0
26
0
2
0
Missing
Respiratory
Other
Other
no
normal
no
no
yes
[40-50)
10
54
3
32
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
13
52
1
12
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[50-60)
9
64
3
24
0
1
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[90-100)
6
59
0
16
0
0
0
Emergency/Trauma
Circulatory
Diabetes
Circulatory
no
no
no
yes
no
[60-70)
3
39
1
11
1
2
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[70-80)
14
46
1
7
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
no
no
yes
[50-60)
1
22
5
14
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
2
49
0
1
0
0
0
Other
Digestive
Circulatory
Digestive
no
no
no
no
no
[80-90)
3
64
0
8
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
no
[50-60)
13
67
4
22
1
2
0
Surgery
Diabetes
Other
Other
no
no
no
no
yes
[60-70)
2
39
1
8
0
0
0
Missing
Injury
Diabetes
Injury
no
no
yes
yes
no
[90-100)
6
59
1
11
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[90-100)
5
26
0
18
0
1
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[70-80)
2
32
0
8
0
0
0
Missing
Circulatory
Musculoskeletal
Diabetes
no
no
yes
yes
no
[60-70)
4
42
3
22
0
1
1
Emergency/Trauma
Digestive
Other
Respiratory
no
no
yes
yes
yes
[60-70)
2
36
0
8
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
no
[50-60)
9
50
1
19
0
0
0
InternalMedicine
Diabetes
Other
Other
no
high
yes
yes
no
[60-70)
4
22
2
26
0
0
0
Surgery
Injury
Musculoskeletal
Injury
no
no
no
no
no
[50-60)
2
21
0
8
0
0
0
Missing
Respiratory
Diabetes
Other
no
no
no
no
no
[80-90)
9
82
4
36
4
0
0
InternalMedicine
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
9
39
0
27
0
0
0
InternalMedicine
Circulatory
Other
Other
no
no
yes
yes
no
[50-60)
5
39
0
21
0
0
0
Missing
Respiratory
Respiratory
Diabetes
no
no
no
no
yes
[80-90)
2
41
0
17
0
0
0
Missing
Respiratory
Circulatory
Other
no
no
no
no
no
[80-90)
5
40
1
12
0
2
0
Missing
Injury
Other
Other
no
no
no
yes
yes
[60-70)
4
34
6
13
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
1
58
0
6
0
1
0
Missing
Other
Other
Respiratory
no
no
no
no
yes
[80-90)
4
67
1
8
0
3
0
Missing
Other
Other
Other
no
no
no
yes
yes
[70-80)
5
38
0
26
0
1
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[60-70)
6
50
5
26
3
0
0
Missing
Circulatory
Digestive
Other
high
no
no
no
yes
[70-80)
1
11
0
5
0
0
0
Missing
Other
Other
Other
no
no
no
no
no
[80-90)
1
40
0
12
0
0
0
Missing
Diabetes
Circulatory
Circulatory
no
no
yes
yes
yes
[40-50)
2
38
0
10
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
normal
yes
yes
no
[60-70)
4
67
2
19
1
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[70-80)
1
42
1
7
0
0
0
Missing
Digestive
Other
Digestive
no
no
no
yes
yes
[70-80)
11
42
0
26
0
0
0
Missing
Other
Other
Respiratory
no
high
yes
yes
yes
[80-90)
2
41
0
2
0
1
0
Missing
Other
Other
Other
no
no
no
no
yes
[70-80)
1
19
2
4
0
0
0
Missing
Digestive
Diabetes
Other
no
no
no
yes
yes
[50-60)
13
76
2
22
0
4
0
Emergency/Trauma
Respiratory
Diabetes
Digestive
no
high
no
yes
yes
[80-90)
6
59
0
16
0
0
0
Missing
Circulatory
Other
Digestive
no
high
yes
yes
yes
[50-60)
6
56
5
23
0
1
0
Missing
Digestive
Circulatory
Other
no
no
no
no
yes
[60-70)
11
56
2
11
0
1
0
Other
Other
Circulatory
Respiratory
no
no
yes
yes
yes
[50-60)
4
53
0
10
1
0
0
Missing
Digestive
Diabetes
Circulatory
no
no
no
no
yes
[50-60)
11
19
3
32
1
3
1
Missing
Other
Other
Other
high
no
yes
yes
no
[70-80)
5
41
0
14
0
0
0
InternalMedicine
Diabetes
Diabetes
Other
normal
no
no
yes
yes
[50-60)
14
63
0
28
0
0
0
InternalMedicine
Respiratory
Circulatory
Diabetes
normal
no
no
yes
yes
[60-70)
1
36
5
21
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[80-90)
2
29
0
11
0
0
0
Missing
Respiratory
Diabetes
Injury
no
no
no
yes
no
[70-80)
5
47
2
20
0
0
0
Other
Injury
Other
Circulatory
no
no
yes
yes
no
[60-70)
4
49
1
16
1
2
0
InternalMedicine
Other
Other
Other
no
no
no
yes
yes
[80-90)
10
62
2
24
0
1
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
yes
[70-80)
14
39
5
23
0
0
0
Missing
Other
Respiratory
Circulatory
no
no
no
no
yes
[80-90)
2
48
0
13
0
0
0
Other
Circulatory
Diabetes
Other
no
no
yes
yes
yes
[50-60)
1
46
4
13
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
4
40
2
12
1
0
0
Missing
Diabetes
Circulatory
Circulatory
no
high
yes
yes
yes
[80-90)
5
48
0
16
0
0
0
Missing
Other
Other
Other
no
no
no
yes
no
[50-60)
8
46
1
11
0
0
0
Missing
Other
Other
Diabetes
no
no
yes
yes
no
[50-60)
8
67
2
16
0
0
0
Missing
Diabetes
Other
Other
no
high
yes
yes
no
[70-80)
2
37
2
4
0
0
1
InternalMedicine
Digestive
Digestive
Diabetes
no
no
no
no
no
[60-70)
2
43
0
6
0
0
0
Missing
Circulatory
Other
Other
no
no
yes
yes
no
[80-90)
8
99
5
18
0
0
0
InternalMedicine
Other
Other
Other
no
high
yes
yes
no
[70-80)
2
30
0
14
3
0
0
Missing
Other
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
11
74
6
30
0
0
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
no
yes
no
[70-80)
4
65
0
6
0
0
0
Other
Other
Diabetes
Circulatory
no
no
no
no
no
[60-70)
4
45
3
20
0
1
0
InternalMedicine
Digestive
Respiratory
Other
no
no
yes
yes
yes
[70-80)
5
53
1
27
0
3
0
Other
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[70-80)
9
41
6
38
2
0
0
Missing
Other
Other
Circulatory
no
high
no
yes
yes
[40-50)
4
38
1
34
0
3
4
Missing
Respiratory
Circulatory
Diabetes
no
no
yes
yes
yes
[60-70)
1
29
0
9
0
0
0
Missing
Musculoskeletal
Diabetes
Circulatory
no
high
no
yes
no
[60-70)
2
1
2
8
0
2
0
Other
Injury
Injury
Diabetes
no
no
no
yes
no
[80-90)
1
1
0
10
1
1
0
Missing
Digestive
Other
Digestive
no
no
no
yes
yes
[70-80)
5
70
4
11
0
0
0
Surgery
Other
Diabetes
Other
no
no
yes
yes
no
[70-80)
6
26
0
11
0
0
0
Missing
Other
Other
Circulatory
normal
no
no
yes
no
[80-90)
10
57
0
20
0
0
0
InternalMedicine
Circulatory
Other
Diabetes
high
no
yes
yes
yes