Datasets:
Helen Ryan
Helen-Ryan/
HeartDiseaseDataset
0
Downloads: 1
[d95260]: / heart_disease.csv

Download this file

# Gender age education currentSmoker cigsPerDay BPMeds prevalentStroke prevalentHyp diabetes totChol sysBP diaBP BMI heartRate glucose Heart_ stroke
1 Male 39 postgraduate 0 0 0 no 0 0 195 106 70 26.97 80 77 No
2 Female 46 primaryschool 0 0 0 no 0 0 250 121 81 28.73 95 76 No
3 Male 48 uneducated 1 20 0 no 0 0 245 127.5 80 25.34 75 70 No
4 Female 61 graduate 1 30 0 no 1 0 225 150 95 28.58 65 103 yes
5 Female 46 graduate 1 23 0 no 0 0 285 130 84 23.1 85 85 No
6 Female 43 primaryschool 0 0 0 no 1 0 228 180 110 30.3 77 99 No
7 Female 63 uneducated 0 0 0 no 0 0 205 138 71 33.11 60 85 yes
8 Female 45 primaryschool 1 20 0 no 0 0 313 100 71 21.68 79 78 No
9 Male 52 uneducated 0 0 0 no 1 0 260 141.5 89 26.36 76 79 No
10 Male 43 uneducated 1 30 0 no 1 0 225 162 107 23.61 93 88 No
11 Female 50 uneducated 0 0 0 no 0 0 254 133 76 22.91 75 76 No
12 Female 43 primaryschool 0 0 0 no 0 0 247 131 88 27.64 72 61 No
13 Male 46 uneducated 1 15 0 no 1 0 294 142 94 26.31 98 64 No
14 Female 41 graduate 0 0 1 no 1 0 332 124 88 31.31 65 84 No
15 Female 39 primaryschool 1 9 0 no 0 0 226 114 64 22.35 85 NA No
16 Female 38 primaryschool 1 20 0 no 1 0 221 140 90 21.35 95 70 yes
17 Male 48 graduate 1 10 0 no 1 0 232 138 90 22.37 64 72 No
18 Female 46 primaryschool 1 20 0 no 0 0 291 112 78 23.38 80 89 yes
19 Female 38 primaryschool 1 5 0 no 0 0 195 122 84.5 23.24 75 78 No
20 Male 41 primaryschool 0 0 0 no 0 0 195 139 88 26.88 85 65 No
21 Female 42 primaryschool 1 30 0 no 0 0 190 108 70.5 21.59 72 85 No
22 Female 43 uneducated 0 0 0 no 0 0 185 123.5 77.5 29.89 70 NA No
23 Female 52 uneducated 0 0 0 no 0 0 234 148 78 34.17 70 113 No
24 Female 52 graduate 1 20 0 no 0 0 215 132 82 25.11 71 75 No
25 Male 44 primaryschool 1 30 0 no 1 0 270 137.5 90 21.96 75 83 No
26 Male 47 postgraduate 1 20 0 no 0 0 294 102 68 24.18 62 66 yes
27 Female 60 uneducated 0 0 0 no 0 0 260 110 72.5 26.59 65 NA No
28 Male 35 primaryschool 1 20 0 no 1 0 225 132 91 26.09 73 83 No
29 Female 61 graduate 0 0 0 no 1 0 272 182 121 32.8 85 65 yes
30 Female 60 uneducated 0 0 0 no 0 0 247 130 88 30.36 72 74 No
31 Male 36 postgraduate 1 35 0 no 0 0 295 102 68 28.15 60 63 No
32 Male 43 postgraduate 1 43 0 no 0 0 226 115 85.5 27.57 75 75 No
33 Female 59 uneducated 0 0 0 no 1 0 209 150 85 20.77 90 88 yes
34 Male 61 NA 1 5 0 no 0 0 175 134 82.5 18.59 72 75 yes
35 Male 54 uneducated 1 20 0 no 1 0 214 147 74 24.71 96 87 No
36 Male 37 primaryschool 0 0 0 no 1 0 225 124.5 92.5 38.53 95 83 No
37 Male 56 NA 0 0 0 no 0 0 257 153.5 102 28.09 72 75 No
38 Male 52 uneducated 0 0 0 no 1 1 178 160 98 40.11 75 225 No
39 Female 42 uneducated 1 1 0 no 1 0 233 153 101 28.93 60 90 No
40 Male 36 graduate 0 0 0 no 0 0 180 111 73 27.78 71 80 No
41 Female 43 primaryschool 1 10 0 no 0 0 243 116.5 80 26.87 68 78 No
42 Female 41 primaryschool 1 1 0 no 0 0 237 122 78 23.28 75 74 No
43 Female 52 uneducated 0 0 1 no 1 0 NA 148 92 25.09 70 NA yes
44 Male 54 primaryschool 0 0 0 no 0 0 195 132 83.5 26.21 75 100 No
45 Female 53 graduate 0 0 1 no 1 1 311 206 92 21.51 76 215 yes
46 Female 49 primaryschool 0 0 0 no 0 0 208 96 63 20.68 65 98 No
47 Female 65 uneducated 0 0 0 no 1 0 252 179.5 114 30.47 90 87 No
48 Male 46 uneducated 1 20 0 no 0 0 261 119 77.5 23.59 75 74 No
49 Female 63 primaryschool 1 40 0 no 0 0 179 116 69 22.15 95 75 yes
50 Male 36 graduate 1 20 NA no 1 0 194 139 93 24.33 80 62 No
51 Female 63 uneducated 1 3 0 no 1 0 267 156.5 92.5 27.1 60 79 yes
52 Male 51 postgraduate 0 0 0 no 0 0 216 112 66 23.47 90 95 No
53 Female 47 primaryschool 1 20 0 no 0 0 237 130 78 19.66 80 75 No
54 Female 62 uneducated 0 0 0 no 0 0 240 145 82.5 28.27 63 75 No
55 Female 39 primaryschool 1 20 0 no 0 0 209 115 75 22.54 90 NA No
56 Female 46 uneducated 1 10 0 no 0 0 250 116 71 20.35 88 94 No
57 Female 54 uneducated 1 9 0 no 0 1 266 114 76 17.61 88 55 No
58 Male 49 uneducated 1 2 0 no 1 0 255 143.5 81 25.65 75 80 No
59 Male 44 primaryschool 0 0 0 no 0 0 185 115 69 22.29 65 82 No
60 Female 40 postgraduate 1 20 0 no 0 0 205 158 102 25.45 75 87 yes
61 Male 56 postgraduate 1 20 0 no 0 0 270 121 79 23.58 95 93 No
62 Female 67 uneducated 0 0 0 no 1 0 254 157 89 24.25 60 74 No
63 Male 53 uneducated 1 20 0 no 0 0 220 123.5 75 19.64 78 73 No
64 Female 57 uneducated 1 3 0 no 0 0 235 126.5 80 24.88 83 72 No
65 Male 57 uneducated 0 0 0 no 0 0 220 136 84 26.84 75 64 yes
66 Female 63 uneducated 0 0 0 no 1 0 252 154 87 28.6 72 45 No
67 Female 62 uneducated 0 0 0 no 1 1 212 190 99 29.64 100 202 No
68 Male 38 uneducated 1 20 0 no 0 0 223 107 73 23.01 65 78 No
69 Female 47 primaryschool 1 20 0 no 0 0 300 112.5 60 20.13 76 83 No
70 Female 52 postgraduate 0 0 0 no 0 0 302 110 67.5 23.51 63 87 No
71 Female 63 postgraduate 0 0 0 no 0 0 248 164.5 76 29.35 70 NA No
72 Male 42 graduate 1 10 0 no 0 0 175 116 72.5 28.61 63 95 No
73 Female 37 NA 0 0 0 no 0 0 200 119 79 33.29 67 87 No
74 Female 41 uneducated 1 20 0 no 1 0 189 150 106 33.8 85 75 No
75 Female 44 primaryschool 1 10 0 no 0 0 221 110 76 22.16 64 83 yes
76 Female 59 uneducated 0 0 0 no 1 0 258 138.5 85 34.55 65 103 yes
77 Female 44 uneducated 0 0 0 no 0 0 202 155 85 24.04 83 68 No
78 Female 44 graduate 1 20 NA no 0 0 213 115 72.5 21.16 80 89 No
79 Female 45 uneducated 0 0 0 no 1 0 183 151 101 45.8 80 63 No
80 Male 41 primaryschool 1 43 0 no 1 0 274 152 90 30.58 85 65 No
81 Male 60 uneducated 1 20 0 no 1 0 170 179 94 26.52 90 83 No
82 Male 39 primaryschool 0 0 0 no 1 0 285 155 110 32.51 84 70 yes
83 Female 53 primaryschool 0 0 0 no 0 0 210 138 86.5 22.49 88 87 No
84 Female 52 uneducated 1 15 0 no 0 0 170 124 78 26.03 75 82 No
85 Female 61 uneducated 0 0 0 no 1 0 210 182 101 29.35 70 83 No
86 Female 36 primaryschool 1 15 0 no 0 0 197 113 72.5 22.73 70 65 No
87 Female 62 uneducated 0 0 0 no 0 0 261 138 82 23.89 65 77 No
88 Female 61 primaryschool 1 1 0 no 1 0 326 200 104 38.46 57 78 No
89 Male 41 postgraduate 1 43 0 no 0 0 252 124 86 28.56 100 70 No
90 Male 41 primaryschool 0 0 0 no 0 0 274 121 61.5 25.42 80 76 No
91 Male 53 uneducated 1 20 0 no 0 0 188 138 89 18.23 60 75 No
92 Male 39 primaryschool 1 15 0 no 0 0 256 132.5 80 24.8 75 97 No
93 Female 51 uneducated 0 0 0 no 0 0 244 102 71.5 27.38 71 77 No
94 Female 66 uneducated 0 0 0 no 1 0 311 154 80 28.55 60 104 No
95 Male 60 postgraduate 1 30 0 no 0 0 243 126 79 28.57 80 65 yes
96 Female 65 graduate 0 0 0 no 0 0 193 123 76.5 29.33 60 96 No
97 Female 63 postgraduate 1 20 0 no 0 1 239 134 80 26.64 88 126 No
98 Female 40 primaryschool 0 0 0 no 0 0 205 100 60 NA 60 72 yes
99 Female 56 uneducated 0 0 0 no 1 0 296 180 90 23.72 75 120 No
100 Female 56 uneducated 1 15 0 no 0 0 269 121 75 22.36 50 66 No