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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
69
1
1
1
0
0
0
0
245
123
77
26.58
70
81
1
0
56
1
1
6
0
0
0
0
217
134
75
29.59
55
92
0
1
50
2
1
20
0
0
0
0
256
130
84
28.67
70
67
0
0
51
2
0
0
0
0
1
0
238
123
80
22.19
80
100
0
0
38
2
0
0
0
0
0
0
175
142
86
22.01
82
73
0
1
43
4
1
20
0
0
0
0
171
110
74.5
25.09
70
85
0
0
46
2
1
7
1
0
1
0
282
176
98
33.02
85
78
0
0
43
2
1
30
0
0
0
0
199
104
79
20.12
72
64
0
0
56
2
0
0
1
0
1
0
260
158
102.5
26.89
90
88
0
1
54
1
1
20
0
0
1
0
299
146.5
92
26.38
100
71
1
1
45
1
0
0
0
0
0
0
220
139
74
27.34
70
100
0
0
61
3
0
0
0
0
0
0
257
141
80
33.9
85
60
1
1
49
3
0
0
0
0
0
0
230
108
68
26.17
68
82
0
0
64
3
1
20
0
0
0
0
270
142
68
21.32
76
80
0
0
65
4
0
0
0
0
0
0
280
115
73
19.76
65
58
0
0
63
2
0
0
0
0
1
0
250
190
88
24.16
94
118
1
1
40
3
0
0
0
0
0
0
213
149
83
26.68
69
94
0
1
47
1
0
0
0
0
1
0
283
146.5
97.5
26.25
66
73
0
0
37
2
0
0
0
0
0
0
160
137
82
21.03
94
113
0
1
51
1
1
20
0
0
0
0
195
122
72
21.51
82
64
1
1
40
1
1
40
0
0
0
0
169
127
81
25.82
80
83
0
0
55
null
0
0
0
0
0
0
240
145
96
26.27
72
null
0
1
69
null
1
23
0
0
1
0
186
179
93
26.64
72
67
0
1
51
3
0
0
0
0
1
0
268
206
116
26.35
98
70
1
1
57
1
0
0
0
0
0
0
201
108.5
70.5
22.9
50
84
0
0
64
1
0
0
0
0
1
0
232
164
102
33.37
68
73
1
1
38
3
0
0
0
0
1
0
216
124
84
28.12
63
75
0
0
48
1
0
0
0
0
0
0
287
155
80
28.54
75
75
0
1
53
3
0
0
0
0
0
0
228
114
80
20.54
55
75
0
1
57
1
0
0
0
0
0
0
176
147.5
87.5
24.15
85
100
0
0
45
1
1
2
0
0
0
0
291
125
82
21.26
75
72
0
1
57
2
1
20
0
0
0
0
210
120
77.5
27.14
77
71
0
0
57
1
0
0
0
0
1
0
259
170
101
38.17
85
75
0
0
39
3
0
0
0
0
0
0
195
97.5
60
20.62
64
68
0
1
46
1
1
20
0
0
0
0
247
134
96
32.47
80
72
0
0
42
1
0
0
0
0
0
0
179
115
78
25.75
80
77
0
0
42
2
1
20
0
0
0
0
235
128
86
24.05
66
70
0
0
42
2
0
0
0
0
0
0
238
118
80
33.19
75
76
0
1
67
null
1
25
0
0
1
0
221
144
84
24.92
72
73
0
0
53
3
0
0
null
0
0
0
252
122.5
75.5
25.29
75
71
0
1
49
3
1
10
0
0
0
0
305
135
82
26.29
84
65
0
1
48
4
0
0
0
0
0
0
206
118
81
28.13
72
87
0
1
47
2
1
20
0
0
1
0
234
162
110
27.51
80
85
0
1
55
1
0
0
0
0
0
0
231
105
82
27.73
75
66
0
1
59
2
0
0
0
0
0
0
237
131.5
84
24.17
90
94
1
1
55
1
1
30
0
0
1
0
239
144
96.5
28.82
70
102
0
1
42
3
0
0
0
0
0
0
235
103
70
21.48
67
73
0
0
48
1
1
20
0
0
0
0
202
128
74
25.11
80
75
0
1
42
1
1
43
0
0
0
0
226
108
78
22.54
85
68
0
0
55
2
0
0
0
0
1
0
198
136
93
22.54
85
83
0
0
62
1
0
0
0
0
0
0
207
127.5
75
22.91
58
80
0
0
36
2
1
15
0
0
0
0
257
103
72.5
27.86
80
65
0
0
57
1
0
0
0
0
1
0
212
147
85
35.19
65
85
0
1
41
2
1
15
0
0
0
0
239
101
69
26.95
80
null
0
1
52
2
0
0
0
0
1
1
269
157.5
83
26.6
70
80
0
1
47
4
1
43
0
0
0
0
227
126
84
19.14
68
74
1
0
38
4
0
0
0
0
0
0
227
99
62
27.16
75
90
0
0
61
4
0
0
0
0
0
0
325
125.5
85.5
24.4
68
70
0
0
69
2
0
0
1
0
1
0
220
143
81
26.27
60
77
0
1
62
4
0
0
0
0
1
0
241
135
97.5
24.88
85
96
0
0
56
3
1
20
0
0
0
0
240
112.5
71.5
24.99
72
null
0
0
37
3
1
40
0
0
0
0
224
109
72
22.81
77
93
0
0
47
3
1
9
null
0
0
0
221
127.5
75
23.78
69
73
0
1
65
4
1
6
0
0
0
0
236
118.5
77.5
24.3
52
65
1
1
39
2
1
20
0
0
0
0
287
136
86
19
112
83
0
0
44
1
0
0
0
0
0
0
230
130
81.5
25.74
88
77
0
1
57
4
0
0
0
0
0
0
194
133
78
29.02
72
92
0
0
45
1
0
0
0
0
0
0
235
106
58
26.79
75
79
0
0
62
1
0
0
1
0
1
0
325
180
108
35.16
75
81
0
0
38
1
1
20
0
0
0
0
214
101
70
21.83
75
77
0
0
41
2
1
5
0
0
0
0
205
105
74
20.85
87
null
0
1
41
2
1
43
0
0
0
0
249
125
87
27.13
75
81
1
1
58
4
0
0
0
0
1
0
223
154.5
88
27.91
69
81
0
0
54
2
0
0
0
0
1
0
302
210
127.5
31.98
68
79
0
1
51
2
1
15
0
0
0
0
267
129.5
80
25.98
70
79
0
1
52
1
0
0
0
0
0
0
266
107
75
25.64
82
98
0
0
41
4
0
0
0
0
0
0
199
111
70
21.99
65
82
0
0
52
2
1
9
0
0
0
0
218
121.5
57
20.78
79
85
0
1
41
3
1
30
0
0
0
0
210
132.5
85
28.62
68
70
0
0
54
1
0
0
0
0
0
0
207
137.5
89
25.43
63
72
0
1
43
2
0
0
0
0
1
0
285
129
95
26.64
60
74
0
1
38
2
0
0
0
0
0
0
235
121
83
25.85
92
75
0
1
65
1
0
0
0
0
1
0
196
157
86
26.36
70
80
0
0
37
1
0
0
0
0
0
0
208
118.5
70
25.09
70
85
0
1
44
1
1
20
0
0
0
0
232
137.5
87.5
30.03
88
70
0
1
58
1
0
0
0
0
0
0
null
116.5
71
27.04
70
86
0
0
49
3
1
8
0
0
0
0
215
106
63
19.22
60
66
0
0
42
2
1
10
0
0
1
0
199
143
79
18.68
92
76
0
0
44
3
0
0
0
0
0
0
180
110
70
23.98
92
67
1
1
54
2
1
20
0
0
0
0
261
117
74
20.88
80
77
1
0
41
1
0
0
0
0
1
0
229
150
89
36.07
75
92
0
0
37
3
1
15
0
0
0
0
173
101
69
20.02
63
73
0
1
45
1
1
20
0
0
0
0
241
129
80
27.11
65
65
1
0
63
1
0
0
0
0
1
0
306
195
105
27.96
75
87
1
1
65
1
1
20
1
0
1
0
246
179
96
19.34
95
76
1
0
40
2
1
9
0
0
0
0
207
124
78
22.9
46
66
0
0
46
1
0
0
0
0
0
0
222
116
80
24.62
75
87
0
0
63
1
0
0
0
0
1
0
257
170
105
25.49
79
87
0
0
52
1
1
30
0
0
1
0
240
157.5
105
29.64
72
80
0
0
61
1
0
0
0
0
0
0
271
133
83
25.31
90
60
1