patient_id
string
age_range
string
age_midpoint
float64
gender
string
ethnicity
string
region
string
icd10_code
string
condition
string
severity
string
onset_year
int64
medication
string
num_visits
float64
adherence_pct
float64
systolic_bp
float64
diastolic_bp
float64
heart_rate
float64
cholesterol_mg_dl
float64
bmi
float64
outcome
string
adverse_outcome
int64
gender_enc
int64
ethnicity_enc
int64
region_enc
int64
severity_enc
int64
icd10_code_enc
int64
P-45C45ED1
60-74
67
Female
White
South
E11
Type 2 Diabetes
Moderate
2,013
Lisinopril
10
85
157
101
86
245
31.4
Deteriorated
1
0
4
3
1
1
P-96A285F0
45-59
52
Female
Hispanic
East
J45
Asthma
Moderate
2,022
Metformin
5
55
136
84
75
192
27.4
Stable
0
0
2
1
1
6
P-D6849404
60-74
67
Male
Black
South
C34
Lung Cancer
Mild
2,013
Albuterol
5
77
141
82
76
235
26.5
Recovered
0
1
1
3
0
0
P-E59D55CC
30-44
37
Female
White
North
K21
GERD
Mild
2,011
Atorvastatin
4
100
126
81
80
179
26.4
Recovered
0
0
4
2
0
7
P-E30465F8
18-29
23
Male
White
West
F32
Depression
Mild
2,006
Lisinopril
4
73
121
72
80
184
27.7
Stable
0
1
4
4
0
2
P-850DBC88
75-99
87
Male
Black
East
I10
Hypertension
Moderate
2,015
Gabapentin
5
83
186
117
85
248
31.4
Deteriorated
1
1
1
1
1
4
P-FBEBC5A1
30-44
37
Female
Other
North
G35
Multiple Sclerosis
Mild
2,025
Sertraline
11
57
155
86
86
201
30.6
Deteriorated
1
0
3
2
0
3
P-30B19044
60-74
67
Female
Black
Central
K21
GERD
Moderate
2,020
Sertraline
5
90
137
93
74
189
30
Recovered
0
0
1
0
1
7
P-D958A546
45-59
52
Female
White
East
G35
Multiple Sclerosis
Moderate
2,024
Lisinopril
6
72
146
97
87
236
27.8
Deteriorated
1
0
4
1
1
3
P-AB67620F
60-74
67
Male
White
West
C34
Lung Cancer
Moderate
2,008
Albuterol
7
85
157
90
82
207
33.7
Deteriorated
1
1
4
4
1
0
P-E634AB45
18-29
23
Female
Black
West
F32
Depression
Severe
2,022
Sertraline
5
57
124
72
68
208
24.8
Recovered
0
0
1
4
2
2
P-E7C70604
45-59
52
Male
White
Central
F32
Depression
Mild
2,022
Sertraline
8
89
145
85
72
188
27.2
Recovered
0
1
4
0
0
2
P-8E32816D
30-44
37
Male
White
Central
J45
Asthma
Moderate
2,021
Gabapentin
9
48
140
95
78
209
20.7
Deceased
1
1
4
0
1
6
P-6248B9EC
30-44
37
Female
Black
Central
I10
Hypertension
Moderate
2,013
Omeprazole
6
90
141
89
70
175
26.9
Stable
0
0
1
0
1
4
P-E29FA061
45-59
52
Male
White
South
E11
Type 2 Diabetes
Mild
2,022
Albuterol
8
98
146
89
80
229
34.5
Deteriorated
1
1
4
3
0
1
P-CF185875
30-44
37
Male
White
East
F32
Depression
Mild
2,009
Amlodipine
4
74
135
86
91
211
27.4
Deteriorated
1
1
4
1
0
2
P-E0A87A40
30-44
37
Female
White
West
G35
Multiple Sclerosis
Moderate
2,017
Metformin
4
98
114
88
75
206
28.7
Recovered
0
0
4
4
1
3
P-A10A4B0F
18-29
23
Female
White
North
I10
Hypertension
Moderate
2,009
Gabapentin
2
61
141
81
78
205
21.4
Recovered
0
0
4
2
1
4
P-FC72AB73
30-44
37
Female
White
Central
I10
Hypertension
Moderate
2,015
Lisinopril
1
90
159
100
74
221
19.4
Stable
0
0
4
0
1
4
P-86C30D57
60-74
67
Female
Hispanic
Central
C34
Lung Cancer
Moderate
2,017
Lisinopril
5
30
156
95
70
226
29.4
Recovered
0
0
2
0
1
0
P-F507CD65
60-74
67
Male
Other
East
I10
Hypertension
Mild
2,013
Atorvastatin
5
45
140
79
76
203
29.8
Stable
0
1
3
1
0
4
P-6D4CD5A9
45-59
52
Female
White
South
E11
Type 2 Diabetes
Severe
2,017
Gabapentin
4
47
142
79
76
211
33.2
Recovered
0
0
4
3
2
1
P-BD8CDADF
30-44
37
Male
White
South
I10
Hypertension
Mild
2,009
Omeprazole
5
64
155
90
83
204
24.4
Stable
0
1
4
3
0
4
P-6D217AD3
60-74
67
Male
White
Central
E11
Type 2 Diabetes
Mild
2,024
Metformin
12
100
162
97
85
271
36.5
Deceased
1
1
4
0
0
1
P-BA0B7810
18-29
23
Male
Hispanic
East
K21
GERD
Mild
2,017
Amlodipine
4
82
127
72
71
176
23.4
Recovered
0
1
2
1
0
7
P-4143F642
45-59
52
Female
Black
West
E11
Type 2 Diabetes
Mild
2,017
Gabapentin
3
95
139
77
81
223
29.2
Recovered
0
0
1
4
0
1
P-95F9B86A
30-44
37
Male
White
North
J45
Asthma
Severe
2,020
Metformin
13
91
149
97
87
216
32.9
Deceased
1
1
4
2
2
6
P-A3CF108E
30-44
37
Female
Asian
West
J45
Asthma
Moderate
2,023
Atorvastatin
2
78
114
73
87
189
30.2
Recovered
0
0
0
4
1
6
P-7F6D80C8
45-59
52
Non-binary
White
East
J45
Asthma
Moderate
2,018
Sertraline
3
94
153
88
98
222
28
Deteriorated
1
2
4
1
1
6
P-24E1812F
45-59
52
Male
White
East
M54
Back Pain
Severe
2,021
Albuterol
6
43
145
88
73
174
28.3
Stable
0
1
4
1
2
8
P-B99C35E4
0-17
8
Female
Asian
South
N18
Chronic Kidney Disease
Moderate
2,018
Albuterol
8
100
145
87
75
200
34.2
Deceased
1
0
0
3
1
9
P-2052A628
60-74
67
Male
Hispanic
Central
I10
Hypertension
Mild
2,019
Gabapentin
5
70
145
105
70
218
26.4
Recovered
0
1
2
0
0
4
P-31B64C7C
30-44
37
Female
White
South
I10
Hypertension
Moderate
2,011
Omeprazole
7
99
155
90
83
217
26
Deteriorated
1
0
4
3
1
4
P-4CF7CFD6
0-17
8
Male
White
Central
M54
Back Pain
Moderate
2,025
Omeprazole
4
86
122
71
74
179
24.8
Recovered
0
1
4
0
1
8
P-1558BCD8
45-59
52
Female
White
West
N18
Chronic Kidney Disease
Mild
2,022
Sertraline
5
100
139
82
81
185
26.8
Stable
0
0
4
4
0
9
P-14E792E4
75-99
87
Female
Black
South
K21
GERD
Mild
2,018
Lisinopril
5
76
162
90
70
211
25.7
Recovered
0
0
1
3
0
7
P-A50D3CAE
18-29
23
Female
Hispanic
East
J45
Asthma
Severe
2,024
Metformin
8
55
126
77
97
227
21.5
Deceased
1
0
2
1
2
6
P-5516AB47
30-44
37
Male
White
South
M54
Back Pain
Mild
2,021
Lisinopril
6
77
124
78
73
209
27.8
Recovered
0
1
4
3
0
8
P-F17EC4D1
60-74
67
Female
White
South
N18
Chronic Kidney Disease
Mild
2,018
Sertraline
5
69
168
102
59
180
27.3
Stable
0
0
4
3
0
9
P-193D431E
0-17
8
Male
White
Central
K21
GERD
Mild
2,018
Albuterol
7
73
119
70
73
211
22.8
Stable
0
1
4
0
0
7
P-A1CAC66C
45-59
52
Female
Hispanic
East
I10
Hypertension
Moderate
2,022
Sertraline
6
99
176
115
75
196
27.1
Recovered
0
0
2
1
1
4
P-30DC4733
30-44
37
Male
White
East
K21
GERD
Moderate
2,007
Sertraline
9
53
132
80
64
192
22
Recovered
0
1
4
1
1
7
P-5CCC1A2D
45-59
52
Male
White
North
I10
Hypertension
Severe
2,020
Sertraline
7
75
153
98
81
218
27.8
Deteriorated
1
1
4
2
2
4
P-344ABE82
45-59
52
Female
White
South
I25
Coronary Artery Disease
Severe
2,015
Atorvastatin
5
90
162
91
74
210
26.1
Deteriorated
1
0
4
3
2
5
P-AE03C3DC
0-17
8
Female
White
South
M54
Back Pain
Moderate
2,023
Albuterol
4
77
121
72
72
184
26.2
Stable
0
0
4
3
1
8
P-4C4F641E
60-74
67
Male
Black
East
C34
Lung Cancer
Severe
2,008
Albuterol
8
70
175
108
79
221
33.3
Deceased
1
1
1
1
2
0
P-4C24299F
18-29
23
Male
Hispanic
North
E11
Type 2 Diabetes
Moderate
2,007
Albuterol
3
65
129
78
66
204
32.8
Stable
0
1
2
2
1
1
P-D2B6A878
30-44
37
Female
White
West
F32
Depression
Mild
2,009
Sertraline
2
74
136
84
67
192
20.4
Recovered
0
0
4
4
0
2
P-0E4361F2
18-29
23
Male
White
East
F32
Depression
Severe
2,025
Sertraline
5
77
135
80
83
228
33.9
Deteriorated
1
1
4
1
2
2
P-DB42CF36
0-17
8
Female
Asian
North
M54
Back Pain
Mild
2,015
Atorvastatin
5
85
116
72
75
211
24.4
Recovered
0
0
0
2
0
8
P-AE4DA0B9
45-59
52
Male
White
North
I25
Coronary Artery Disease
Moderate
2,010
Omeprazole
6
74
163
93
85
240
26
Deteriorated
1
1
4
2
1
5
P-8DF96109
45-59
52
Female
White
South
I10
Hypertension
Mild
2,018
Sertraline
4
65
162
104
67
243
28.1
Stable
0
0
4
3
0
4
P-F7F85790
0-17
8
Male
White
East
C34
Lung Cancer
Mild
2,014
Amlodipine
3
57
103
64
59
207
23.2
Recovered
0
1
4
1
0
0
P-70C803B6
0-17
8
Male
White
East
M54
Back Pain
Moderate
2,024
Lisinopril
3
87
101
63
74
189
21.5
Recovered
0
1
4
1
1
8
P-822729B6
0-17
8
Male
White
Central
F32
Depression
Mild
2,024
Omeprazole
5
63
114
68
66
156
26.4
Stable
0
1
4
0
0
2
P-A5BC7923
60-74
67
Male
Hispanic
West
C34
Lung Cancer
Moderate
2,017
Lisinopril
6
90
143
89
71
204
21.7
Recovered
0
1
2
4
1
0
P-A402C9CC
60-74
67
Female
White
East
C34
Lung Cancer
Severe
2,007
Amlodipine
6
67
150
98
81
231
27.8
Deteriorated
1
0
4
1
2
0
P-381CC624
30-44
37
Male
White
South
I10
Hypertension
Moderate
2,009
Lisinopril
3
86
155
103
79
192
20.1
Recovered
0
1
4
3
1
4
P-F16AF577
75-99
87
Female
White
East
C34
Lung Cancer
Mild
2,010
Atorvastatin
8
46
163
105
75
253
30.2
Deteriorated
1
0
4
1
0
0
P-8DC3501E
30-44
37
Female
White
South
K21
GERD
Severe
2,008
Gabapentin
5
56
130
84
71
190
27
Recovered
0
0
4
3
2
7
P-B2A70AE3
60-74
67
Male
White
Central
E11
Type 2 Diabetes
Mild
2,014
Albuterol
8
76
153
89
73
260
27.8
Deteriorated
1
1
4
0
0
1
P-6D17085E
30-44
37
Male
Black
North
I10
Hypertension
Mild
2,020
Atorvastatin
7
82
149
89
77
203
27.8
Recovered
0
1
1
2
0
4
P-8E6A8B50
30-44
37
Male
White
North
K21
GERD
Moderate
2,018
Sertraline
6
94
128
85
69
216
25
Recovered
0
1
4
2
1
7
P-9EC79C8B
0-17
8
Male
White
Central
I10
Hypertension
Mild
2,016
Metformin
3
71
114
75
70
185
29.3
Stable
0
1
4
0
0
4
P-ABD4E7A9
18-29
23
Female
Black
Central
I25
Coronary Artery Disease
Moderate
2,010
Metformin
5
63
146
80
76
193
28.3
Stable
0
0
1
0
1
5
P-F5E70934
18-29
23
Male
White
Central
M54
Back Pain
Mild
2,023
Atorvastatin
5
67
118
72
70
170
21.7
Recovered
0
1
4
0
0
8
P-D950A1BB
0-17
8
Male
Black
East
I10
Hypertension
Moderate
2,012
Lisinopril
4
97
141
88
77
176
27.5
Stable
0
1
1
1
1
4
P-76CB1608
60-74
67
Female
Hispanic
South
I10
Hypertension
Severe
2,022
Gabapentin
4
77
174
113
67
202
33.9
Recovered
0
0
2
3
2
4
P-21CE7816
45-59
52
Female
Other
South
M54
Back Pain
Moderate
2,009
Gabapentin
4
44
124
78
77
207
23.4
Recovered
0
0
3
3
1
8
P-BB035087
45-59
52
Male
Hispanic
West
C34
Lung Cancer
Severe
2,021
Gabapentin
5
74
169
101
75
188
30.9
Deceased
1
1
2
4
2
0
P-FC3CDACD
0-17
8
Female
White
North
N18
Chronic Kidney Disease
Moderate
2,020
Lisinopril
5
45
136
79
85
177
25.5
Stable
0
0
4
2
1
9
P-BFCE688E
60-74
67
Female
White
Central
E11
Type 2 Diabetes
Moderate
2,013
Atorvastatin
4
41
142
88
76
234
27.8
Recovered
0
0
4
0
1
1
P-5C31CA27
45-59
52
Female
White
West
I25
Coronary Artery Disease
Severe
2,019
Gabapentin
7
88
163
97
82
282
31.2
Deteriorated
1
0
4
4
2
5
P-660B358E
30-44
37
Male
White
North
E11
Type 2 Diabetes
Moderate
2,010
Sertraline
5
97
132
89
78
243
25.3
Stable
0
1
4
2
1
1
P-C8B49760
30-44
37
Male
Black
West
G35
Multiple Sclerosis
Severe
2,012
Lisinopril
3
83
140
81
66
177
28.2
Recovered
0
1
1
4
2
3
P-101E4C8D
30-44
37
Male
Black
West
E11
Type 2 Diabetes
Moderate
2,008
Amlodipine
8
87
154
103
75
237
34.1
Deceased
1
1
1
4
1
1
P-FADE9D64
45-59
52
Male
White
North
I10
Hypertension
Moderate
2,019
Atorvastatin
6
44
172
96
72
242
30.3
Deteriorated
1
1
4
2
1
4
P-462FE881
45-59
52
Female
White
East
E11
Type 2 Diabetes
Moderate
2,010
Metformin
4
74
123
72
81
217
30.3
Recovered
0
0
4
1
1
1
P-64A2F4C7
30-44
37
Female
White
East
E11
Type 2 Diabetes
Mild
2,013
Metformin
3
60
134
85
75
219
32.2
Stable
0
0
4
1
0
1
P-B0A52E61
45-59
52
Female
Hispanic
North
E11
Type 2 Diabetes
Mild
2,014
Omeprazole
3
64
133
74
75
227
33.5
Stable
0
0
2
2
0
1
P-067643DC
45-59
52
Male
White
Central
N18
Chronic Kidney Disease
Mild
2,021
Atorvastatin
5
60
155
101
72
201
26
Stable
0
1
4
0
0
9
P-B4476096
60-74
67
Female
White
South
J45
Asthma
Severe
2,008
Albuterol
8
74
138
89
77
214
34
Deteriorated
1
0
4
3
2
6
P-C7742260
75-99
52
Female
White
East
I10
Hypertension
Moderate
2,019
Lisinopril
8
88
177
98
83
218
27.9
Deteriorated
1
0
4
1
1
4
P-783DA938
30-44
37
Male
Black
Central
F32
Depression
Moderate
2,010
Albuterol
6
89
131
84
71
200
29.1
Stable
0
1
1
0
1
2
P-7A25CCEB
75-99
87
Female
Black
East
E11
Type 2 Diabetes
Severe
2,015
Amlodipine
5
76
173
115
73
273
36.5
Deteriorated
1
0
1
1
2
1
P-EAAA11CC
45-59
52
Female
White
Central
C34
Lung Cancer
Severe
2,024
Albuterol
11
74
148
87
74
211
33.8
Deteriorated
1
0
4
0
2
0
P-765937A1
18-29
23
Male
Asian
South
J45
Asthma
Mild
2,019
Sertraline
4
70
135
88
84
191
27.3
Recovered
0
1
0
3
0
6
P-2450A1C1
18-29
23
Male
Hispanic
East
E11
Type 2 Diabetes
Severe
2,015
Amlodipine
4
73
115
63
69
211
25.9
Recovered
0
1
2
1
2
1
P-6A975877
75-99
87
Male
White
North
J45
Asthma
Mild
2,017
Gabapentin
4
84
145
99
71
213
26.9
Stable
0
1
4
2
0
6
P-46D149E4
60-74
67
Male
Hispanic
Central
K21
GERD
Mild
2,025
Omeprazole
3
74
140
87
70
206
22.4
Recovered
0
1
2
0
0
7
P-CF8B6C63
18-29
23
Female
Black
East
I25
Coronary Artery Disease
Mild
2,021
Albuterol
4
89
145
83
64
236
27.6
Stable
0
0
1
1
0
5
P-4EE82741
18-29
23
Female
White
Central
J45
Asthma
Moderate
2,023
Amlodipine
4
87
125
76
74
191
19.7
Stable
0
0
4
0
1
6
P-BF0E9130
60-74
67
Female
White
Central
M54
Back Pain
Mild
2,017
Sertraline
8
42
145
83
57
203
33.6
Recovered
0
0
4
0
0
8
P-2AB45635
18-29
23
Female
White
Central
N18
Chronic Kidney Disease
Mild
2,020
Omeprazole
3
57
136
85
66
199
27.8
Stable
0
0
4
0
0
9
P-69134E6D
75-99
87
Female
Hispanic
East
C34
Lung Cancer
Mild
2,018
Sertraline
6
100
156
102
57
212
24.4
Recovered
0
0
2
1
0
0
P-9A20DAC5
45-59
52
Female
White
South
J45
Asthma
Mild
2,009
Metformin
3
96
124
70
74
225
28
Stable
0
0
4
3
0
6
P-1292FA18
18-29
23
Male
Black
East
C34
Lung Cancer
Mild
2,020
Amlodipine
6
70
119
68
74
185
29.3
Recovered
0
1
1
1
0
0
P-B2D86A93
30-44
37
Male
Black
West
M54
Back Pain
Mild
2,019
Albuterol
5
67
125
69
64
209
23.7
Recovered
0
1
1
4
0
8
P-28B1B186
18-29
23
Female
White
North
J45
Asthma
Moderate
2,024
Metformin
2
73
118
75
79
178
23
Recovered
0
0
4
2
1
6
P-F05984C6
30-44
37
Male
White
Central
J45
Asthma
Moderate
2,019
Atorvastatin
3
93
134
78
85
162
27.6
Recovered
0
1
4
0
1
6