patient_id
string
age_group
string
sex
string
race
string
insurance
string
age
int64
sex_male
int64
cci_score
int64
has_hypertension
int64
has_diabetes
int64
has_chf
int64
has_ckd
int64
has_copd
int64
has_mi
int64
has_cvd
int64
has_dementia
int64
has_cancer
int64
has_metastatic
int64
prior_hosp_count
int64
ed_visits_count
int64
bmi
float64
adi_score
float64
ins_medicare
int64
ins_medicaid
int64
ins_private
int64
high_need
int64
P09901
45-64
M
White
Private
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
24.6
19.1
0
0
1
0
P09902
45-64
M
White
Private
59
1
0
1
0
0
0
0
0
0
0
0
0
0
0
15
13.7
0
0
1
0
P09903
75+
M
White
Private
86
1
0
0
0
0
0
0
0
0
0
0
0
2
4
19.1
36.9
0
0
1
1
P09904
65-74
F
White
Medicare
71
0
4
1
0
0
1
0
0
0
0
1
0
0
0
27.2
53.6
1
0
0
1
P09905
65-74
M
White
Medicare
65
1
0
1
0
0
0
0
0
0
0
0
0
0
5
30.5
48.2
1
0
0
0
P09906
65-74
F
Hispanic
Uninsured
69
0
2
1
0
0
1
0
0
0
0
0
0
1
0
23.7
68.6
0
0
0
1
P09907
65-74
M
White
Private
65
1
1
0
1
0
0
0
0
0
0
0
0
0
0
26.5
45.5
0
0
1
0
P09908
75+
F
Hispanic
Medicare
81
0
0
0
0
0
0
0
0
0
0
0
0
0
5
30.8
78.9
1
0
0
1
P09909
45-64
M
White
Private
62
1
2
0
0
0
1
0
0
0
0
0
0
0
0
19.1
12.7
0
0
1
0
P09910
75+
M
White
Medicaid
89
1
1
1
0
0
0
1
0
0
0
0
0
5
0
26.9
43.6
0
1
0
1
P09911
18-44
F
White
Medicaid
20
0
0
0
0
0
0
0
0
0
0
0
0
5
5
30.5
34.5
0
1
0
0
P09912
65-74
M
White
Medicare
68
1
0
0
0
0
0
0
0
0
0
0
0
0
4
35.5
48.8
1
0
0
0
P09913
75+
M
White
Medicaid
92
1
1
1
0
0
0
1
0
0
0
0
0
1
3
16.2
84.3
0
1
0
1
P09914
45-64
F
Hispanic
Private
48
0
0
1
0
0
0
0
0
0
0
0
0
3
0
28.2
17.2
0
0
1
0
P09915
45-64
M
White
Medicaid
59
1
3
1
0
0
1
0
0
0
1
0
0
0
0
25.3
62.1
0
1
0
0
P09916
45-64
F
White
Medicaid
51
0
2
0
0
0
1
0
0
0
0
0
0
0
0
27.3
93.2
0
1
0
0
P09917
65-74
F
White
Medicaid
69
0
4
1
0
1
1
1
0
0
0
0
0
0
0
19.4
57.9
0
1
0
1
P09918
45-64
M
White
Medicaid
61
1
0
1
0
0
0
0
0
0
0
0
0
0
0
24.7
82.2
0
1
0
0
P09919
18-44
M
White
Medicaid
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
40.7
24.4
0
1
0
0
P09920
75+
M
White
Private
80
1
2
1
1
0
0
0
0
0
1
0
0
0
0
35.6
70.1
0
0
1
0
P09921
45-64
M
White
Private
45
1
2
1
0
0
1
0
0
0
0
0
0
0
0
37.6
1
0
0
1
0
P09922
65-74
M
Black
Medicare
67
1
1
1
1
0
0
0
0
0
0
0
0
0
0
31.4
61.8
1
0
0
0
P09923
65-74
F
White
Medicare
68
0
3
0
0
0
1
0
0
1
0
0
0
0
0
26.1
23
1
0
0
0
P09924
18-44
M
White
Private
21
1
0
0
0
0
0
0
0
0
0
0
0
4
0
20.5
23.4
0
0
1
0
P09925
18-44
F
Black
Medicaid
40
0
2
0
1
0
0
0
1
0
0
0
0
0
5
28.5
1
0
1
0
0
P09926
75+
F
White
Uninsured
76
0
0
0
0
0
0
0
0
0
0
0
0
1
2
32.9
56.1
0
0
0
0
P09927
65-74
M
Hispanic
Medicare
69
1
1
1
0
0
0
0
0
0
1
0
0
4
0
47.9
34.5
1
0
0
1
P09928
18-44
F
Hispanic
Private
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.8
76.9
0
0
1
0
P09929
75+
M
White
Medicare
81
1
4
0
0
1
1
1
0
0
0
0
0
4
0
37.2
68.7
1
0
0
1
P09930
65-74
M
White
Medicare
69
1
3
1
0
1
1
0
0
0
0
0
0
0
0
22.6
62.4
1
0
0
1
P09931
18-44
F
White
Medicaid
19
0
0
0
0
0
0
0
0
0
0
0
0
0
3
30.2
74.5
0
1
0
0
P09932
65-74
F
Hispanic
Medicare
71
0
3
1
0
0
0
0
0
0
1
1
0
0
0
23.8
53.2
1
0
0
0
P09933
65-74
M
White
Medicare
73
1
3
0
1
0
0
1
1
0
0
0
0
0
0
30.7
97.3
1
0
0
1
P09934
45-64
F
Black
Private
59
0
0
1
0
0
0
0
0
0
0
0
0
0
1
37.1
53.5
0
0
1
0
P09935
75+
F
White
Medicare
77
0
0
1
0
0
0
0
0
0
0
0
0
0
3
37.8
62.2
1
0
0
0
P09936
45-64
F
Hispanic
Medicare
51
0
1
0
0
1
0
0
0
0
0
0
0
0
0
34.7
71.2
1
0
0
0
P09937
45-64
F
Other
Private
58
0
0
0
0
0
0
0
0
0
0
0
0
0
1
20.7
16.7
0
0
1
0
P09938
45-64
F
White
Private
60
0
0
1
0
0
0
0
0
0
0
0
0
0
3
30.9
59.8
0
0
1
0
P09939
75+
F
White
Medicare
83
0
1
1
0
1
0
0
0
0
0
0
0
3
0
36.5
34.9
1
0
0
1
P09940
65-74
F
White
Private
73
0
0
0
0
0
0
0
0
0
0
0
0
5
2
23.1
47.7
0
0
1
1
P09941
75+
F
White
Medicare
79
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.7
37.1
1
0
0
0
P09942
45-64
F
White
Private
59
0
2
0
0
0
0
0
0
0
0
1
0
0
0
34.7
54.5
0
0
1
0
P09943
75+
M
White
Medicare
84
1
1
1
1
0
0
0
0
0
0
0
0
1
1
15
32.4
1
0
0
1
P09944
65-74
M
Black
Medicare
71
1
1
1
0
0
0
0
0
0
1
0
0
1
4
24.6
23.3
1
0
0
1
P09945
45-64
M
Asian
Medicaid
56
1
1
0
0
1
0
0
0
0
0
0
0
1
0
40.9
24.5
0
1
0
0
P09946
18-44
M
Black
Medicaid
29
1
2
0
0
0
1
0
0
0
0
0
0
0
1
43.7
61.5
0
1
0
0
P09947
75+
M
White
Medicare
91
1
0
1
0
0
0
0
0
0
0
0
0
0
0
37.3
82.4
1
0
0
0
P09948
45-64
F
White
Private
60
0
0
1
0
0
0
0
0
0
0
0
0
0
4
15
63.3
0
0
1
0
P09949
65-74
F
White
Medicare
72
0
4
1
0
1
1
1
0
0
0
0
0
0
5
34.4
74.1
1
0
0
1
P09950
65-74
M
White
Medicare
65
1
0
0
0
0
0
0
0
0
0
0
0
0
1
35
69.6
1
0
0
0
P09951
18-44
M
White
Medicaid
28
1
0
1
0
0
0
0
0
0
0
0
0
0
0
26.8
40.6
0
1
0
0
P09952
75+
F
Hispanic
Medicare
89
0
3
1
1
0
1
0
0
0
0
0
0
0
2
44.1
57.5
1
0
0
1
P09953
75+
M
White
Medicare
92
1
0
1
0
0
0
0
0
0
0
0
0
0
2
20.8
51.2
1
0
0
1
P09954
65-74
F
White
Medicare
68
0
0
0
0
0
0
0
0
0
0
0
0
5
0
35.2
61.2
1
0
0
0
P09955
65-74
F
White
Medicare
71
0
1
1
0
0
0
0
0
0
1
0
0
0
1
24.2
28
1
0
0
0
P09956
65-74
F
White
Medicare
70
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.8
85.2
1
0
0
0
P09957
75+
M
White
Medicare
79
1
1
1
1
0
0
0
0
0
0
0
0
0
4
36.5
67.6
1
0
0
1
P09958
18-44
M
White
Private
41
1
0
0
0
0
0
0
0
0
0
0
0
0
0
31.5
17.2
0
0
1
0
P09959
65-74
F
White
Medicare
69
0
0
0
0
0
0
0
0
0
0
0
0
5
1
16.2
37.1
1
0
0
0
P09960
45-64
M
White
Private
56
1
0
1
0
0
0
0
0
0
0
0
0
0
0
26
80
0
0
1
0
P09961
65-74
M
White
Medicare
67
1
2
1
0
0
0
0
0
0
0
1
0
0
0
35.7
51
1
0
0
0
P09962
65-74
M
Other
Medicare
65
1
1
0
1
0
0
0
0
0
0
0
0
3
0
24.4
99.9
1
0
0
1
P09963
18-44
F
Hispanic
Medicaid
29
0
3
0
0
0
1
0
0
1
0
0
0
0
0
21.9
21.4
0
1
0
0
P09964
75+
F
White
Private
89
0
1
1
0
0
0
1
0
0
0
0
0
0
0
30.7
49
0
0
1
1
P09965
18-44
F
Black
Medicaid
26
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.4
96.4
0
1
0
0
P09966
18-44
F
White
Uninsured
42
0
1
0
1
0
0
0
0
0
0
0
0
0
4
22.1
60.2
0
0
0
0
P09967
45-64
M
Asian
Medicaid
59
1
2
0
0
1
0
0
0
0
1
0
0
0
2
23.3
60
0
1
0
1
P09968
65-74
F
White
Medicare
70
0
0
1
0
0
0
0
0
0
0
0
0
2
0
29.7
71.4
1
0
0
0
P09969
18-44
F
White
Private
38
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32.4
100
0
0
1
0
P09970
65-74
M
White
Medicare
72
1
3
0
1
1
0
1
0
0
0
0
0
3
0
21.4
59.7
1
0
0
1
P09971
75+
F
Other
Medicare
89
0
1
1
1
0
0
0
0
0
0
0
0
0
3
32.6
24.5
1
0
0
1
P09972
18-44
M
Asian
Medicaid
39
1
0
1
0
0
0
0
0
0
0
0
0
0
0
24.9
37.2
0
1
0
0
P09973
75+
F
White
Medicare
89
0
1
0
0
0
0
1
0
0
0
0
0
4
4
36
66.5
1
0
0
1
P09974
45-64
M
White
Private
61
1
0
0
0
0
0
0
0
0
0
0
0
3
3
34
49.2
0
0
1
0
P09975
65-74
M
White
Medicare
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30.2
61.7
1
0
0
0
P09976
18-44
F
Black
Private
26
0
0
0
0
0
0
0
0
0
0
0
0
0
3
29.3
53
0
0
1
0
P09977
65-74
F
White
Medicare
72
0
0
1
0
0
0
0
0
0
0
0
0
1
1
40.4
22.1
1
0
0
0
P09978
75+
M
White
Medicare
84
1
0
1
0
0
0
0
0
0
0
0
0
0
0
30.7
42.4
1
0
0
0
P09979
18-44
F
White
Private
18
0
0
1
0
0
0
0
0
0
0
0
0
1
0
32.7
73.7
0
0
1
0
P09980
18-44
F
White
Medicaid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42.5
9.8
0
1
0
0
P09981
45-64
M
White
Private
57
1
0
1
0
0
0
0
0
0
0
0
0
0
0
30.9
83.9
0
0
1
0
P09982
18-44
F
Hispanic
Medicaid
41
0
0
1
0
0
0
0
0
0
0
0
0
0
1
31.3
41.1
0
1
0
0
P09983
75+
F
Asian
Medicare
75
0
1
1
0
0
0
1
0
0
0
0
0
4
5
26
56.3
1
0
0
1
P09984
65-74
F
White
Medicaid
66
0
2
1
0
0
0
0
0
0
0
1
0
0
0
18.5
54
0
1
0
0
P09985
65-74
F
Hispanic
Medicare
69
0
0
1
0
0
0
0
0
0
0
0
0
0
2
28.5
25.2
1
0
0
0
P09986
75+
F
Black
Medicare
78
0
0
1
0
0
0
0
0
0
0
0
0
5
5
25.3
62.3
1
0
0
1
P09987
75+
F
White
Medicare
85
0
2
0
1
0
0
1
0
0
0
0
0
5
0
28.2
31.5
1
0
0
1
P09988
75+
F
White
Medicare
81
0
0
1
0
0
0
0
0
0
0
0
0
0
0
36.6
82.6
1
0
0
0
P09989
45-64
M
White
Private
48
1
0
0
0
0
0
0
0
0
0
0
0
0
0
23.5
65.7
0
0
1
0
P09990
45-64
M
Other
Uninsured
59
1
1
0
0
0
0
0
0
0
1
0
0
1
0
17.1
53.9
0
0
0
0
P09991
45-64
F
Black
Private
45
0
0
1
0
0
0
0
0
0
0
0
0
0
0
18.3
100
0
0
1
0
P09992
45-64
F
White
Medicaid
61
0
1
1
1
0
0
0
0
0
0
0
0
1
5
22.8
20.4
0
1
0
0
P09993
45-64
M
White
Private
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
20.3
56.6
0
0
1
0
P09994
18-44
M
White
Private
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
27.9
76
0
0
1
0
P09995
45-64
M
White
Private
63
1
2
0
1
0
0
1
0
0
0
0
0
0
1
17.6
59.4
0
0
1
1
P09996
65-74
M
Black
Medicare
66
1
3
0
0
1
0
0
1
0
1
0
0
0
1
24.5
83.2
1
0
0
1
P09997
45-64
M
Hispanic
Private
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
21.8
52.2
0
0
1
0
P09998
18-44
F
White
Private
25
0
4
0
0
0
1
0
0
0
0
1
0
0
0
24.7
49.2
0
0
1
0
P09999
45-64
M
White
Medicaid
59
1
4
0
0
0
1
1
0
1
0
0
0
0
0
38.8
78.6
0
1
0
1
P10000
65-74
F
White
Medicare
72
0
2
0
1
0
0
0
0
0
1
0
0
4
4
31.9
22.6
1
0
0
1