id
int64
age
int64
sex
string
hypertension
int64
diabetes
int64
atrial_fibrillation
int64
smoking
int64
hiv_positive
int64
prior_stroke
int64
alcohol_heavy
int64
sickle_cell
int64
stroke_type
string
onset_to_arrival_hrs
float64
arrived_within_4_5hrs
int64
arrived_by_ems
int64
wake_up_stroke
int64
nihss_score
int64
gcs
int64
systolic_bp
int64
blood_glucose
float64
ct_scan_done
int64
ct_within_1hr
int64
stroke_type_confirmed
int64
ecg_done
int64
echo_done
int64
labs_complete
int64
thrombolysis_given
int64
thrombectomy_done
int64
aspirin_given
int64
antihypertensive_given
int64
statin_given
int64
dvt_prophylaxis
int64
dysphagia_screening
int64
ngt_feeding
int64
stroke_unit_admitted
int64
neurologist_consulted
int64
surgical_evacuation
int64
aspiration_pneumonia
int64
dvt_pe
int64
hemorrhagic_transformation
int64
seizure
int64
raised_icp
int64
died_in_hospital
int64
mrs_discharge
int64
rehabilitation_received
int64
los_days
int64
year
int64
101
62
male
1
0
0
0
0
0
0
0
hemorrhagic
21.2
0
0
0
7
10
164
4.2
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
5
0
10
2,020
102
62
male
1
0
0
0
0
0
1
0
ischemic
12.1
0
0
0
13
14
185
8.8
0
0
0
0
1
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
5
1
6
2,023
103
39
female
0
0
0
0
0
0
0
0
ischemic
19.2
0
1
1
18
10
161
8.4
0
0
0
1
1
1
0
0
1
1
1
0
0
0
0
0
0
1
0
0
1
0
0
4
0
4
2,022
104
95
female
1
0
1
0
0
0
0
0
hemorrhagic
21.2
0
0
0
3
14
148
11.8
1
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
14
2,020
105
64
male
0
1
0
1
0
0
0
0
hemorrhagic
11.3
0
0
0
3
15
210
14.5
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
6
0
5
2,022
106
54
female
0
0
0
0
0
0
1
0
hemorrhagic
9.6
0
0
0
7
6
175
13.1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
107
61
female
1
0
0
0
0
1
0
0
ischemic
11
0
0
1
6
15
147
4.1
1
0
1
1
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4
0
3
2,020
108
41
male
1
1
0
1
0
0
0
0
ischemic
36.5
0
1
1
6
10
162
5.2
0
0
0
1
0
1
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
3
0
2
2,023
109
91
female
1
0
0
1
0
0
0
0
ischemic
4.5
1
0
0
22
15
127
3.9
1
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
6
0
6
2,020
110
47
male
1
0
0
0
0
0
0
0
ischemic
39
0
0
0
8
14
145
4.7
0
0
0
1
0
1
0
0
1
1
0
0
1
0
0
0
0
0
0
0
1
0
0
5
0
4
2,021
111
42
male
0
0
0
0
0
0
1
0
ischemic
9.6
0
0
1
14
14
178
17.1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
5
0
3
2,023
112
45
male
0
0
0
0
0
0
0
0
hemorrhagic
13.9
0
0
0
7
12
172
6.6
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
0
0
0
1
0
0
4
0
11
2,021
113
66
male
0
1
0
0
0
0
0
0
hemorrhagic
1.6
1
1
0
10
12
133
5
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
4
2,021
114
65
female
1
0
0
0
0
0
0
0
ischemic
24.1
0
0
0
33
8
186
8.8
0
0
0
1
0
0
0
0
1
1
1
0
1
0
0
0
0
0
0
0
1
0
1
6
0
0
2,020
115
55
female
1
1
0
0
0
1
0
0
ischemic
15.8
0
0
0
10
10
158
12.4
0
0
0
0
0
1
0
0
1
1
0
0
1
0
0
0
0
0
0
0
1
0
1
6
0
0
2,021
116
39
male
0
0
0
0
0
0
0
0
hemorrhagic
12.8
0
0
0
7
6
154
8.2
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
5
1
9
2,019
117
75
female
1
0
0
0
0
0
0
0
ischemic
9.5
0
0
0
26
3
171
7.9
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
6
0
14
2,023
118
44
male
0
1
1
1
0
0
1
0
hemorrhagic
5.6
0
0
0
14
6
176
8.6
1
1
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,021
119
48
male
1
0
0
0
0
0
0
0
ischemic
8.5
0
1
0
9
15
212
3
0
0
0
1
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
5
0
6
2,020
120
73
female
0
0
0
1
0
1
0
0
ischemic
12.5
0
1
1
11
14
153
4.8
1
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
4
1
5
2,023
121
54
male
1
0
0
0
1
0
0
0
hemorrhagic
10
0
0
1
4
15
147
9.8
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
5
0
20
2,023
122
27
male
1
0
0
0
0
0
1
0
ischemic
9.3
0
0
0
36
14
208
4.6
0
0
0
0
0
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
2
0
6
2,021
123
47
female
1
1
0
0
0
0
0
0
hemorrhagic
4.9
0
0
0
4
10
125
6.9
1
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
124
58
female
1
0
0
0
1
0
0
0
ischemic
7.1
0
0
0
11
15
151
10.4
1
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
6
0
7
2,020
125
81
female
1
1
0
0
0
0
0
0
hemorrhagic
1.7
1
0
0
4
6
130
9.6
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
5
0
2
2,022
126
68
male
1
0
0
0
0
0
0
0
ischemic
27.2
0
0
0
4
15
180
4.9
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
6
0
18
2,022
127
64
female
1
0
0
1
0
1
0
0
ischemic
0.8
1
0
1
16
8
219
7.9
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
2
0
17
2,021
128
53
male
0
0
0
0
0
0
0
0
ischemic
11.4
0
0
0
13
10
208
4.4
0
0
0
1
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
0
3
1
4
2,021
129
33
female
1
1
0
0
0
0
0
0
hemorrhagic
6.9
0
0
0
11
3
168
5.2
1
0
1
0
0
0
0
0
0
1
1
1
0
1
0
0
0
1
0
0
0
0
0
4
0
11
2,022
130
69
female
1
0
0
0
0
1
0
0
ischemic
24.6
0
0
0
37
8
151
5.5
1
0
1
0
0
0
0
0
1
1
1
0
0
0
0
1
0
0
0
0
0
0
1
6
0
0
2,022
131
61
female
0
0
0
1
0
0
0
0
ischemic
7.1
0
0
0
9
15
174
3
1
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
5
2,020
132
56
female
1
0
0
1
0
0
0
0
ischemic
3.3
1
0
0
13
10
140
5.6
1
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
5
2,021
133
46
male
0
0
0
0
0
0
0
0
ischemic
11
0
0
0
15
8
183
5.9
0
0
0
0
0
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,021
134
84
female
1
0
1
0
0
0
0
0
hemorrhagic
9.6
0
0
0
4
15
137
5.1
1
0
1
1
0
0
0
0
0
1
1
0
1
0
0
1
0
0
0
0
0
0
1
6
0
0
2,022
135
58
male
1
0
0
0
0
0
0
0
hemorrhagic
2.9
1
0
1
17
14
172
4.9
0
0
0
1
1
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
1
0
5
0
5
2,021
136
53
female
0
0
0
0
0
0
0
0
ischemic
20.9
0
0
0
8
6
172
7.1
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
3
0
11
2,021
137
39
female
1
0
0
0
0
0
0
0
hemorrhagic
8.5
0
0
0
3
15
141
8.1
1
0
1
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
4
0
1
2,022
138
45
female
1
1
0
0
0
0
0
0
ischemic
10.2
0
0
0
1
10
151
7.4
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
6
0
9
2,022
139
53
male
1
0
0
0
0
0
1
0
ischemic
17.6
0
0
0
20
15
127
13.7
1
1
1
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
3
1
6
2,021
140
37
male
1
0
0
1
0
0
0
0
hemorrhagic
27.1
0
0
0
24
15
174
10.8
1
1
1
0
0
0
0
0
0
1
1
0
1
0
0
1
0
0
0
0
0
0
0
2
0
6
2,023
141
54
male
0
0
0
1
0
0
0
1
ischemic
22.7
0
1
1
7
15
230
7.9
0
0
0
0
0
1
0
0
1
1
1
0
1
0
0
0
0
0
0
0
1
0
0
3
0
5
2,021
142
55
female
1
1
0
0
0
0
0
0
ischemic
3.3
1
0
0
8
15
184
12.1
1
0
1
0
0
0
0
0
1
1
0
0
1
0
0
0
0
0
1
0
0
0
0
6
0
4
2,023
143
39
female
1
0
0
0
0
0
0
0
hemorrhagic
11.4
0
0
1
13
10
149
3.3
1
0
1
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,019
144
57
female
1
1
0
0
0
0
0
0
ischemic
19
0
0
0
32
15
172
4.4
1
0
1
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
0
4
2,023
145
70
male
1
0
0
0
0
0
0
0
hemorrhagic
9.1
0
0
0
8
14
151
6.4
1
0
1
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
1
0
0
0
0
5
0
16
2,020
146
78
male
0
0
0
0
0
1
0
0
hemorrhagic
4.9
0
0
0
2
12
147
9.9
1
0
1
1
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
12
2,021
147
64
female
1
0
0
0
0
1
0
0
hemorrhagic
5.8
0
0
0
34
12
174
6.2
0
0
0
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,019
148
80
female
1
0
0
1
0
0
1
0
ischemic
24.6
0
0
1
26
8
176
7.3
1
0
1
1
0
1
0
0
1
1
1
0
0
1
1
0
0
0
0
0
0
0
0
2
0
22
2,021
149
62
male
1
0
0
0
0
1
0
0
ischemic
26.9
0
0
0
31
15
162
10.4
0
0
0
1
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
3
0
9
2,020
150
66
female
1
0
0
0
0
0
0
0
ischemic
12.3
0
0
0
20
10
153
10.1
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
6
0
0
2,020
151
42
male
1
1
0
0
0
1
0
0
ischemic
11.4
0
0
0
3
8
208
7.5
1
0
1
0
0
0
0
0
1
1
1
0
0
1
0
0
0
0
0
0
0
0
0
4
1
5
2,023
152
64
female
1
0
0
0
1
0
0
0
hemorrhagic
43
0
0
0
42
15
140
5.2
0
0
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
0
1
0
0
0
1
6
0
0
2,022
153
50
female
1
0
0
0
0
0
0
0
ischemic
8.3
0
0
0
21
14
190
9
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
7
2,023
154
66
female
0
0
0
0
0
0
0
1
ischemic
6.8
0
0
0
14
15
152
4.1
0
0
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
5
0
5
2,022
155
72
male
0
0
0
1
0
1
1
0
hemorrhagic
12.7
0
0
0
15
14
179
6.5
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
4
2,023
156
68
male
1
0
0
1
0
0
0
0
ischemic
36.3
0
0
0
23
12
190
15.1
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
0
1
0
0
0
0
0
4
0
4
2,022
157
58
female
0
0
0
0
0
1
0
0
ischemic
16.9
0
0
0
14
10
167
7.9
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
6
0
17
2,021
158
66
female
1
0
0
0
0
0
0
0
ischemic
2.3
1
0
0
18
14
140
7.7
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
0
0
0
0
0
0
5
0
47
2,019
159
60
female
1
0
0
0
0
0
0
0
ischemic
18
0
0
0
26
15
203
8.8
1
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
1
6
0
0
2,023
160
65
male
0
1
0
0
0
0
0
0
ischemic
11.4
0
0
1
14
14
175
11.8
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
0
0
0
0
0
1
0
0
3
0
27
2,022
161
47
male
1
0
0
0
0
0
1
0
ischemic
4.8
0
0
0
17
12
193
5.9
0
0
0
0
0
1
0
0
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
5
0
4
2,022
162
30
female
1
0
0
1
0
0
0
0
ischemic
28.5
0
0
1
11
3
202
9.1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
5
0
7
2,022
163
60
female
1
1
0
0
0
0
0
0
ischemic
11.4
0
0
0
15
15
196
6.4
1
0
1
1
1
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
0
2
0
7
2,021
164
68
female
1
1
1
1
0
0
0
0
ischemic
9.2
0
0
0
42
12
132
4.8
1
0
1
1
1
1
0
0
1
1
1
0
0
0
0
1
0
0
0
0
0
0
0
4
0
2
2,022
165
45
male
1
0
0
0
1
0
0
0
hemorrhagic
24.2
0
0
0
9
3
217
6.8
1
0
1
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
1
0
1
0
0
5
0
4
2,021
166
55
female
1
0
0
0
0
0
0
0
ischemic
9
0
0
1
14
15
176
4
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
1
1
0
0
0
0
5
0
13
2,023
167
56
female
1
0
0
0
0
0
0
0
hemorrhagic
16.4
0
0
0
15
15
150
6.2
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
2
0
23
2,022
168
67
male
1
0
0
1
0
1
0
0
hemorrhagic
52.6
0
0
0
19
15
141
4.5
1
0
1
1
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
1
6
0
0
2,022
169
83
female
1
1
1
0
0
1
0
0
hemorrhagic
11.5
0
0
0
8
14
179
7.5
0
0
0
1
0
1
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
1
6
0
0
2,021
170
72
female
1
1
0
0
0
0
1
0
ischemic
14
0
0
0
20
12
138
3
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
171
41
female
0
0
0
1
0
0
0
0
ischemic
7.8
0
0
0
19
15
167
16.1
1
0
1
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6
0
7
2,021
172
54
female
0
0
0
0
0
0
0
0
ischemic
6.1
0
0
0
6
10
164
6.8
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
6
0
7
2,020
173
58
male
1
0
0
1
0
0
1
0
hemorrhagic
9.7
0
0
0
5
15
204
6.9
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
4
0
7
2,022
174
44
female
1
0
0
1
0
0
0
0
ischemic
16.8
0
0
0
42
14
166
9.4
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
175
41
male
0
0
0
0
0
0
0
0
hemorrhagic
79.3
0
0
0
29
3
187
11.4
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
6
0
0
2,020
176
78
male
1
0
0
0
0
0
0
0
hemorrhagic
5.6
0
0
1
6
10
180
6.4
1
0
1
1
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
1
6
0
0
2,022
177
50
male
0
0
1
0
0
0
0
0
hemorrhagic
13.7
0
0
0
15
14
158
4.9
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,021
178
74
male
0
0
0
0
0
0
0
0
ischemic
9.6
0
0
0
41
8
139
6.2
0
0
0
0
0
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,020
179
45
male
1
1
0
1
0
1
0
0
ischemic
14
0
0
0
12
15
218
7
0
0
0
0
0
1
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
3
2,023
180
60
male
0
0
0
1
0
0
0
0
ischemic
7.4
0
1
0
7
10
221
9.1
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
3
0
37
2,021
181
60
male
0
1
0
0
1
0
0
0
hemorrhagic
3.2
1
0
0
16
6
201
9.5
0
0
0
1
0
0
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,021
182
42
male
1
0
0
1
0
0
0
0
hemorrhagic
0.9
1
0
0
5
14
166
5.4
1
0
1
0
1
1
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
0
5
0
17
2,021
183
51
male
1
1
0
0
0
0
1
0
hemorrhagic
8.6
0
0
1
7
6
181
13.9
1
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
1
2,022
184
57
male
1
1
0
0
0
0
0
0
ischemic
105
0
0
0
11
10
162
5.7
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
3
2,020
185
69
female
0
0
1
0
0
1
0
0
hemorrhagic
108.3
0
0
0
7
12
157
9.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
5
2,020
186
33
male
1
1
0
0
0
1
0
0
ischemic
9.2
0
1
0
23
10
222
4.1
1
0
1
0
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
4
1
3
2,020
187
25
female
1
0
0
0
0
0
0
0
hemorrhagic
59.8
0
0
0
5
8
214
5.1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
19
2,022
188
70
female
1
0
0
0
1
0
0
0
ischemic
77.4
0
0
0
5
8
146
6.7
0
0
0
0
1
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
3
0
5
2,023
189
36
male
0
0
1
0
0
0
0
0
hemorrhagic
8.4
0
0
0
12
10
177
7.1
1
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4
0
12
2,023
190
63
male
1
1
0
1
0
0
0
0
ischemic
21.2
0
0
0
1
14
206
14.9
1
0
1
0
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
6
0
6
2,021
191
55
male
0
0
0
0
0
0
0
0
hemorrhagic
8.5
0
0
1
10
15
168
10.4
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
6
0
11
2,020
192
58
female
0
0
0
0
0
0
0
0
hemorrhagic
8.9
0
0
0
4
15
201
6.9
0
0
0
1
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
6
0
4
2,020
193
50
male
1
0
0
0
0
0
0
0
ischemic
22.7
0
0
1
9
14
148
6.5
1
0
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
0
2
2,023
194
50
male
1
0
0
0
0
0
0
0
ischemic
9.3
0
0
0
25
10
138
7.2
1
0
1
0
0
1
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
1
6
0
0
2,022
195
78
female
0
1
0
0
0
0
0
1
hemorrhagic
38.3
0
0
0
17
15
220
7.2
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
1
0
2
1
12
2,020
196
82
male
1
1
0
0
0
0
0
0
hemorrhagic
21.1
0
0
0
16
12
105
6.8
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
4
1
4
2,019
197
69
female
0
0
0
0
1
0
0
0
ischemic
16.9
0
0
0
17
15
164
6.6
0
0
0
0
0
1
0
0
1
1
1
0
1
0
0
0
0
0
0
0
1
0
0
5
0
8
2,023
198
65
female
1
1
0
1
0
0
0
0
hemorrhagic
6
0
0
0
16
12
195
4.9
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
4
0
7
2,022
199
62
female
1
0
0
0
0
0
1
0
ischemic
48.2
0
0
0
11
8
172
6.5
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
6
0
0
2,019
200
69
male
1
0
0
0
1
1
0
0
ischemic
9.2
0
0
0
8
15
125
3.7
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
0
0
0
0
0
0
0
0
5
1
4
2,022