Datasets:
William Donnellan
WilliamD/
HeartFailurePrediction
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[066bac]: / heart.csv

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# Age Sex ChestPainType RestingBP Cholesterol FastingBS RestingECG MaxHR ExerciseAngina Oldpeak ST_Slope HeartDisease
1 40 M ATA 140 289 0 Normal 172 N 0 Up 0
2 49 F NAP 160 180 0 Normal 156 N 1 Flat 1
3 37 M ATA 130 283 0 ST 98 N 0 Up 0
4 48 F ASY 138 214 0 Normal 108 Y 1.5 Flat 1
5 54 M NAP 150 195 0 Normal 122 N 0 Up 0
6 39 M NAP 120 339 0 Normal 170 N 0 Up 0
7 45 F ATA 130 237 0 Normal 170 N 0 Up 0
8 54 M ATA 110 208 0 Normal 142 N 0 Up 0
9 37 M ASY 140 207 0 Normal 130 Y 1.5 Flat 1
10 48 F ATA 120 284 0 Normal 120 N 0 Up 0
11 37 F NAP 130 211 0 Normal 142 N 0 Up 0
12 58 M ATA 136 164 0 ST 99 Y 2 Flat 1
13 39 M ATA 120 204 0 Normal 145 N 0 Up 0
14 49 M ASY 140 234 0 Normal 140 Y 1 Flat 1
15 42 F NAP 115 211 0 ST 137 N 0 Up 0
16 54 F ATA 120 273 0 Normal 150 N 1.5 Flat 0
17 38 M ASY 110 196 0 Normal 166 N 0 Flat 1
18 43 F ATA 120 201 0 Normal 165 N 0 Up 0
19 60 M ASY 100 248 0 Normal 125 N 1 Flat 1
20 36 M ATA 120 267 0 Normal 160 N 3 Flat 1
21 43 F TA 100 223 0 Normal 142 N 0 Up 0
22 44 M ATA 120 184 0 Normal 142 N 1 Flat 0
23 49 F ATA 124 201 0 Normal 164 N 0 Up 0
24 44 M ATA 150 288 0 Normal 150 Y 3 Flat 1
25 40 M NAP 130 215 0 Normal 138 N 0 Up 0
26 36 M NAP 130 209 0 Normal 178 N 0 Up 0
27 53 M ASY 124 260 0 ST 112 Y 3 Flat 0
28 52 M ATA 120 284 0 Normal 118 N 0 Up 0
29 53 F ATA 113 468 0 Normal 127 N 0 Up 0
30 51 M ATA 125 188 0 Normal 145 N 0 Up 0
31 53 M NAP 145 518 0 Normal 130 N 0 Flat 1
32 56 M NAP 130 167 0 Normal 114 N 0 Up 0
33 54 M ASY 125 224 0 Normal 122 N 2 Flat 1
34 41 M ASY 130 172 0 ST 130 N 2 Flat 1
35 43 F ATA 150 186 0 Normal 154 N 0 Up 0
36 32 M ATA 125 254 0 Normal 155 N 0 Up 0
37 65 M ASY 140 306 1 Normal 87 Y 1.5 Flat 1
38 41 F ATA 110 250 0 ST 142 N 0 Up 0
39 48 F ATA 120 177 1 ST 148 N 0 Up 0
40 48 F ASY 150 227 0 Normal 130 Y 1 Flat 0
41 54 F ATA 150 230 0 Normal 130 N 0 Up 0
42 54 F NAP 130 294 0 ST 100 Y 0 Flat 1
43 35 M ATA 150 264 0 Normal 168 N 0 Up 0
44 52 M NAP 140 259 0 ST 170 N 0 Up 0
45 43 M ASY 120 175 0 Normal 120 Y 1 Flat 1
46 59 M NAP 130 318 0 Normal 120 Y 1 Flat 0
47 37 M ASY 120 223 0 Normal 168 N 0 Up 0
48 50 M ATA 140 216 0 Normal 170 N 0 Up 0
49 36 M NAP 112 340 0 Normal 184 N 1 Flat 0
50 41 M ASY 110 289 0 Normal 170 N 0 Flat 1
51 50 M ASY 130 233 0 Normal 121 Y 2 Flat 1
52 47 F ASY 120 205 0 Normal 98 Y 2 Flat 1
53 45 M ATA 140 224 1 Normal 122 N 0 Up 0
54 41 F ATA 130 245 0 Normal 150 N 0 Up 0
55 52 F ASY 130 180 0 Normal 140 Y 1.5 Flat 0
56 51 F ATA 160 194 0 Normal 170 N 0 Up 0
57 31 M ASY 120 270 0 Normal 153 Y 1.5 Flat 1
58 58 M NAP 130 213 0 ST 140 N 0 Flat 1
59 54 M ASY 150 365 0 ST 134 N 1 Up 0
60 52 M ASY 112 342 0 ST 96 Y 1 Flat 1
61 49 M ATA 100 253 0 Normal 174 N 0 Up 0
62 43 F NAP 150 254 0 Normal 175 N 0 Up 0
63 45 M ASY 140 224 0 Normal 144 N 0 Up 0
64 46 M ASY 120 277 0 Normal 125 Y 1 Flat 1
65 50 F ATA 110 202 0 Normal 145 N 0 Up 0
66 37 F ATA 120 260 0 Normal 130 N 0 Up 0
67 45 F ASY 132 297 0 Normal 144 N 0 Up 0
68 32 M ATA 110 225 0 Normal 184 N 0 Up 0
69 52 M ASY 160 246 0 ST 82 Y 4 Flat 1
70 44 M ASY 150 412 0 Normal 170 N 0 Up 0
71 57 M ATA 140 265 0 ST 145 Y 1 Flat 1
72 44 M ATA 130 215 0 Normal 135 N 0 Up 0
73 52 M ASY 120 182 0 Normal 150 N 0 Flat 1
74 44 F ASY 120 218 0 ST 115 N 0 Up 0
75 55 M ASY 140 268 0 Normal 128 Y 1.5 Flat 1
76 46 M NAP 150 163 0 Normal 116 N 0 Up 0
77 32 M ASY 118 529 0 Normal 130 N 0 Flat 1
78 35 F ASY 140 167 0 Normal 150 N 0 Up 0
79 52 M ATA 140 100 0 Normal 138 Y 0 Up 0
80 49 M ASY 130 206 0 Normal 170 N 0 Flat 1
81 55 M NAP 110 277 0 Normal 160 N 0 Up 0
82 54 M ATA 120 238 0 Normal 154 N 0 Up 0
83 63 M ASY 150 223 0 Normal 115 N 0 Flat 1
84 52 M ATA 160 196 0 Normal 165 N 0 Up 0
85 56 M ASY 150 213 1 Normal 125 Y 1 Flat 1
86 66 M ASY 140 139 0 Normal 94 Y 1 Flat 1
87 65 M ASY 170 263 1 Normal 112 Y 2 Flat 1
88 53 F ATA 140 216 0 Normal 142 Y 2 Flat 0
89 43 M TA 120 291 0 ST 155 N 0 Flat 1
90 55 M ASY 140 229 0 Normal 110 Y 0.5 Flat 0
91 49 F ATA 110 208 0 Normal 160 N 0 Up 0
92 39 M ASY 130 307 0 Normal 140 N 0 Up 0
93 52 F ATA 120 210 0 Normal 148 N 0 Up 0
94 48 M ASY 160 329 0 Normal 92 Y 1.5 Flat 1
95 39 F NAP 110 182 0 ST 180 N 0 Up 0
96 58 M ASY 130 263 0 Normal 140 Y 2 Flat 1
97 43 M ATA 142 207 0 Normal 138 N 0 Up 0
98 39 M NAP 160 147 1 Normal 160 N 0 Up 0
99 56 M ASY 120 85 0 Normal 140 N 0 Up 0
100 41 M ATA 125 269 0 Normal 144 N 0 Up 0