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male
int64
0
1
age
int64
32
70
education
float64
1
4
currentSmoker
int64
0
1
cigsPerDay
float64
0
70
BPMeds
float64
0
1
prevalentStroke
int64
0
1
prevalentHyp
int64
0
1
diabetes
int64
0
1
totChol
float64
107
696
sysBP
float64
83.5
295
diaBP
float64
48
143
BMI
float64
15.5
56.8
heartRate
float64
44
143
glucose
float64
40
394
TenYearCHD
int64
0
1
1
38
4
0
0
0
0
0
0
210
116.5
74
21.19
65
89
0
1
55
1
0
0
0
0
0
0
199
134
80
26.41
120
null
0
1
52
1
1
20
0
0
1
0
232
155
80.5
29.6
72
67
0
0
63
1
0
0
0
0
1
0
258
166
92
26.91
75
null
0
0
54
1
0
0
0
0
0
0
260
173
88
27.2
73
87
0
1
44
1
0
0
0
0
1
0
212
130
94
26.97
80
64
0
0
47
3
0
0
0
0
0
0
230
137
79
27.13
75
76
1
0
42
2
0
0
0
0
0
0
205
112
65
27.35
79
60
0
1
59
3
1
20
0
0
1
0
206
187
97
26
100
69
0
1
55
1
1
20
0
0
0
0
243
116
72
24.73
95
72
0
0
40
2
0
0
0
0
0
0
202
139
85
22.01
85
64
0
1
43
2
0
0
0
0
0
0
200
141
89
26.59
80
105
0
1
43
4
1
20
0
0
0
0
184
127.5
81
28.31
108
75
0
0
36
2
1
25
0
0
0
0
190
122
83
23.07
85
null
0
0
56
2
0
0
0
0
1
0
233
173
98.5
21.88
62
76
0
0
52
1
0
0
0
0
1
0
203
129
97
37.58
90
77
0
1
62
1
1
30
0
0
0
0
373
138.5
85
23.35
80
67
0
0
44
2
1
10
0
0
0
0
222
130
86
27.42
100
84
0
0
63
1
0
0
0
0
0
0
316
92.5
66.5
23.1
62
76
1
1
57
1
0
0
0
0
1
0
155
143
96
31.01
63
88
0
1
38
1
1
9
0
0
0
0
305
114
80
28.61
75
71
0
0
38
3
1
35
0
0
0
0
164
110
76
23.85
68
83
0
1
38
2
0
0
0
0
0
0
155
131.5
77.5
25.94
74
84
0
1
59
1
0
0
0
0
1
0
248
151.5
71
27.14
75
110
0
0
52
2
1
null
0
0
1
0
292
157
112
29.56
95
84
0
0
39
1
0
0
0
0
1
0
173
109
82
27.27
85
null
0
0
35
2
1
20
0
0
0
0
185
131.5
84
20.32
64
76
0
0
61
1
0
0
1
1
1
0
225
194
111
51.28
80
103
0
1
67
2
1
60
0
0
1
0
261
170
100
22.71
72
79
1
0
56
2
1
25
0
0
0
0
273
130.5
82
25.48
90
91
0
0
55
3
0
0
0
0
1
0
237
153
80
28.9
74
72
0
1
48
2
1
25
0
0
1
0
249
132
95
29.79
90
53
0
0
51
3
1
15
0
0
1
0
275
150
99
23.17
75
65
0
0
43
4
1
10
0
0
0
0
214
133
86
22.72
74
77
0
1
40
1
1
20
0
0
0
0
191
130.5
63
23.92
79
66
0
0
46
1
0
0
0
0
0
0
212
118
79
26.83
70
72
0
1
62
1
0
0
0
0
1
0
208
144
80
31.42
75
66
1
0
35
2
0
0
0
0
0
0
175
121.5
74.5
20.86
92
93
0
0
49
3
1
4
0
0
1
0
227
150
91
24.3
88
83
0
1
49
2
0
0
0
0
0
0
239
116
84
31.47
88
76
0
0
47
1
1
30
0
0
0
0
260
126.5
81
26.58
90
82
0
0
45
4
1
10
0
0
0
0
202
93.5
58
21.25
60
60
0
0
39
3
1
null
0
0
0
0
197
126.5
76.5
19.71
55
63
0
1
51
null
0
0
0
0
0
0
219
125
84
20.12
72
76
0
0
51
2
0
0
0
0
1
0
346
152
96.5
25.29
102
79
0
0
55
1
0
0
0
0
0
0
250
132
88
22.62
78
70
0
0
57
2
0
0
0
0
1
0
250
152.5
92.5
32.31
75
94
0
1
52
1
1
20
0
0
1
0
283
145
79
30.12
72
null
1
0
41
1
0
0
0
0
0
0
179
111
79
25.87
85
82
0
1
48
2
1
10
0
0
0
0
260
124.5
75.5
20.42
68
85
0
0
48
1
0
0
0
0
0
0
202
111.5
72
26.18
74
77
0
0
47
1
0
0
0
0
0
0
200
126
86
26.32
73
92
1
0
53
1
0
0
1
1
1
0
291
137
83
38.94
75
73
0
0
44
2
1
10
0
0
1
0
174
174
130
33.99
80
63
0
1
63
4
1
43
0
0
0
0
217
110
68
21.99
72
68
1
1
59
1
0
0
0
0
1
0
313
150
82
27.27
62
94
0
0
41
4
0
0
0
0
0
0
240
118
81
25.48
80
80
0
1
41
4
1
40
0
0
0
0
254
141
100
27.68
110
null
1
1
39
1
1
43
0
0
1
0
291
177.5
100
25.74
67
91
0
1
40
2
1
20
0
0
0
0
211
117
76
25.74
70
79
0
0
50
1
0
0
0
0
0
0
null
120
75.5
24.77
65
null
0
0
39
2
1
40
0
0
0
0
null
105
67.5
24.43
90
null
0
0
66
1
0
0
0
0
0
0
304
161
90
23.48
80
57
1
0
52
1
0
0
0
0
0
0
292
125
87
31.92
75
67
0
0
39
3
0
0
0
0
0
0
213
125
87
16.73
110
75
0
0
56
2
0
0
0
0
1
0
223
144
87
21.75
72
92
0
1
64
1
0
0
0
0
0
0
263
102.5
63.5
28.82
64
99
0
1
42
2
1
30
0
0
1
0
270
129.5
100
30.13
82
88
1
0
42
2
0
0
0
0
0
0
172
120.5
80
19.93
80
61
0
0
54
1
1
17
0
0
0
0
205
96
66
23.26
85
75
0
0
43
2
1
5
0
0
0
0
250
112.5
76.5
25.23
66
63
0
1
64
3
0
0
0
0
1
1
195
176
78
24.9
95
370
0
0
56
2
0
0
0
0
0
0
306
120
87
25.38
82
84
0
0
62
1
0
0
0
0
1
0
309
146
82.5
28.55
64
71
1
0
64
1
0
0
0
0
1
1
262
147
90
26.51
85
173
0
1
43
2
1
43
0
0
0
0
240
126
79
21.38
88
40
0
0
56
4
0
0
0
0
1
0
287
169
91
26.36
94
83
0
0
46
1
1
10
0
0
0
0
202
157
94
19.37
88
65
0
1
61
3
1
15
0
0
0
0
180
110
80
20.72
77
86
0
0
44
3
0
0
0
0
0
0
180
120
80
21.67
60
null
1
0
55
2
0
0
0
0
0
0
273
125
80
23.05
85
67
0
0
61
4
0
0
0
0
1
0
235
207
122.5
31.64
80
72
0
0
54
3
0
0
0
0
0
0
238
136.5
85
24.96
80
71
0
0
41
2
1
14
0
0
1
0
188
145
99
28.6
85
74
0
1
51
4
0
0
0
0
0
0
199
113
68
22.46
58
68
0
0
35
4
1
3
0
0
0
0
185
100
66.5
24.08
55
75
0
0
46
2
0
0
0
0
0
0
203
129
77
29.29
102
97
0
0
51
4
0
0
0
0
0
0
239
110
73
22.62
87
null
0
0
51
3
1
43
0
0
0
0
null
122
76
25.73
80
null
0
0
35
2
0
0
0
0
0
0
234
107.5
70
29.22
73
null
0
0
55
2
0
0
0
0
0
0
266
131
76
26.45
72
84
0
1
39
4
1
1
0
0
0
0
163
129
84
21.01
60
120
0
0
43
1
1
15
0
0
0
0
179
101
68.5
19.83
79
76
0
0
40
1
0
0
0
0
0
0
190
122
78
28.18
86
87
0
0
54
2
1
10
0
0
1
0
246
153
80
37.3
92
74
0
1
41
2
1
15
0
0
0
0
200
118
87
21.28
73
71
0
0
46
1
0
0
0
0
0
0
325
119
86
35.13
68
64
0
0
44
1
1
20
0
0
0
0
205
132.5
82.5
30.98
72
66
0
0
37
1
1
9
0
0
0
0
205
111
60.5
21.8
65
82
0
1
54
3
1
20
0
0
1
0
298
133
84
25.59
90
94
0