Age float64 19 394 | Sex stringclasses 6
values | ChestPainType stringclasses 18
values | RestingBloodPressure float64 0 200 | Cholesterol float64 149 2.6k | FastingBloodSugar stringclasses 6
values | RestingECG stringclasses 13
values | MaxHeartRate float64 0 192 | ExerciseInducedAngina stringclasses 7
values | OldPeak float64 0 6 | PeakExerciseSTSegmentSlope stringclasses 5
values | NumberOfVesselsColored float64 0 4 | ThalassemiaStatus stringclasses 1
value | heartdiseaseStatus stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
59 | male | asymptomatic | 128 | 298 | false | normal | 142 | no | 0 | flat | 0 | norecord | heartdisease |
70 | male | asymptomatic | 120 | 304 | false | leftventricularhypertrophy | 147 | no | 1 | up | 0 | norecord | heartdisease |
69 | female | non-anginalpain | 145 | 267 | false | leftventricularhypertrophy | 147 | no | 2 | flat | 1 | norecord | healthy |
47 | female | asymptomatic | 140 | 260 | false | leftventricularhypertrophy | 150 | yes | 2 | flat | 1 | norecord | healthy |
61 | male | asymptomatic | 124 | 233 | false | leftventricularhypertrophy | 142 | no | 1 | flat | 0 | norecord | healthy |
51 | female | non-anginalpain | 138 | 269 | false | leftventricularhypertrophy | 182 | no | 2 | up | 1 | norecord | healthy |
62 | male | asymptomatic | 120 | 216 | false | normal | 178 | no | 0 | up | 0 | norecord | heartdisease |
52 | male | asymptomatic | 140 | 266 | false | leftventricularhypertrophy | 160 | no | 1 | up | 0 | norecord | heartdisease |
49 | male | asymptomatic | 138 | 249 | false | normal | 160 | no | 0 | up | 0 | norecord | heartdisease |
64 | male | asymptomatic | 160 | 254 | false | leftventricularhypertrophy | 148 | yes | 1 | flat | 0 | norecord | heartdisease |
55 | male | asymptomatic | 140 | 244 | false | leftventricularhypertrophy | 148 | yes | 0 | up | 1 | norecord | healthy |
60 | female | asymptomatic | 135 | 250 | false | normal | 162 | yes | 1 | up | 0 | norecord | heartdisease |
57 | male | typicalangina | 130 | 229 | false | leftventricularhypertrophy | 157 | no | 1 | flat | 0 | norecord | heartdisease |
59 | male | asymptomatic | 130 | 209 | false | leftventricularhypertrophy | 160 | no | 0 | down | 0 | norecord | healthy |
47 | male | asymptomatic | 150 | 308 | false | normal | 154 | yes | 2 | flat | 0 | norecord | heartdisease |
74 | male | non-anginalpain | 140 | 226 | false | leftventricularhypertrophy | 157 | no | 0 | up | 0 | norecord | heartdisease |
56 | male | non-anginalpain | 130 | 273 | false | leftventricularhypertrophy | 125 | no | 0 | flat | 1 | norecord | heartdisease |
43 | female | typicalangina | 120 | 204 | false | leftventricularhypertrophy | 160 | no | 0 | flat | 1 | norecord | healthy |
44 | male | non-anginalpain | 128 | 266 | false | normal | 174 | yes | 0 | up | 0 | norecord | heartdisease |
45 | male | asymptomatic | 130 | 209 | false | normal | 163 | no | 1 | flat | 0 | norecord | healthy |
39 | male | asymptomatic | 120 | 234 | false | normal | 170 | yes | 0 | flat | 0 | norecord | heartdisease |
59 | male | asymptomatic | 160 | 240 | false | normal | 149 | yes | 0 | up | 0 | norecord | heartdisease |
63 | female | non-anginalpain | 142 | 243 | false | normal | 160 | no | 0 | flat | 0 | norecord | healthy |
53 | male | atypicalangina | 120 | 294 | false | normal | 143 | yes | 0 | flat | 1 | norecord | healthy |
66 | male | non-anginalpain | 140 | 234 | false | normal | 111 | no | 1 | flat | 0 | norecord | heartdisease |
44 | male | non-anginalpain | 125 | 282 | false | normal | 162 | no | 1 | down | 0 | norecord | healthy |
69 | female | asymptomatic | 128 | 295 | false | leftventricularhypertrophy | 133 | yes | 0 | flat | 1 | norecord | healthy |
53 | female | non-anginalpain | 130 | 229 | false | normal | 152 | no | 1 | flat | 1 | norecord | heartdisease |
44 | female | typicalangina | 110 | 211 | false | normal | 154 | no | 0 | up | 0 | norecord | healthy |
45 | male | asymptomatic | 118 | 243 | false | leftventricularhypertrophy | 169 | no | 0 | down | 0 | norecord | heartdisease |
63 | male | non-anginalpain | 140 | 288 | false | normal | 163 | yes | 1 | flat | 0 | norecord | healthy |
50 | male | typicalangina | 125 | 288 | false | normal | 155 | no | 0 | flat | 1 | norecord | heartdisease |
62 | female | non-anginalpain | 130 | 299 | true | normal | 114 | no | 0 | flat | 0 | norecord | heartdisease |
47 | male | non-anginalpain | 128 | 209 | false | leftventricularhypertrophy | 163 | yes | 0 | flat | 1 | norecord | heartdisease |
62 | male | asymptomatic | 110 | 266 | false | leftventricularhypertrophy | 170 | no | 0 | flat | 1 | norecord | healthy |
61 | male | asymptomatic | 156 | 226 | false | leftventricularhypertrophy | 148 | no | 0 | up | 0 | norecord | healthy |
53 | male | non-anginalpain | 150 | 273 | false | normal | 132 | yes | 0 | up | 1 | norecord | heartdisease |
65 | male | atypicalangina | 130 | 231 | true | leftventricularhypertrophy | 133 | no | 1 | flat | 1 | norecord | heartdisease |
57 | male | typicalangina | 140 | 169 | false | normal | 150 | no | 1 | up | 1 | norecord | healthy |
51 | male | asymptomatic | 108 | 258 | false | normal | 160 | yes | 0 | flat | 0 | norecord | heartdisease |
54 | male | asymptomatic | 130 | 204 | false | normal | 168 | no | 0 | flat | 1 | norecord | heartdisease |
53 | male | asymptomatic | 128 | 250 | false | leftventricularhypertrophy | 175 | no | 0 | up | 2 | norecord | healthy |
57 | female | asymptomatic | 120 | 212 | true | leftventricularhypertrophy | 136 | no | 3 | flat | 2 | norecord | heartdisease |
60 | female | asymptomatic | 130 | 277 | false | leftventricularhypertrophy | 172 | no | 0 | flat | 0 | norecord | heartdisease |
62 | male | non-anginalpain | 122 | 226 | false | normal | 141 | yes | 2 | up | 0 | norecord | heartdisease |
51 | male | asymptomatic | 120 | 244 | false | leftventricularhypertrophy | 149 | yes | 0 | flat | 0 | norecord | heartdisease |
68 | male | asymptomatic | 134 | 288 | false | normal | 125 | yes | 0 | up | 0 | norecord | heartdisease |
61 | male | non-anginalpain | 140 | 226 | false | normal | 138 | no | 0 | down | 0 | norecord | heartdisease |
59 | male | non-anginalpain | 130 | 290 | false | leftventricularhypertrophy | 131 | yes | 0 | down | 0 | norecord | heartdisease |
59 | female | asymptomatic | 112 | 265 | false | leftventricularhypertrophy | 162 | yes | 0 | flat | 0 | norecord | heartdisease |
51 | male | non-anginalpain | 130 | 204 | false | leftventricularhypertrophy | 141 | no | 0 | up | 0 | norecord | healthy |
44 | male | atypicalangina | 150 | 243 | false | leftventricularhypertrophy | 156 | yes | 1 | up | 2 | norecord | heartdisease |
56 | female | asymptomatic | 110 | 254 | false | leftventricularhypertrophy | 144 | yes | 1 | flat | 2 | norecord | heartdisease |
56 | female | asymptomatic | 130 | 269 | false | leftventricularhypertrophy | 174 | yes | 0 | up | 0 | norecord | heartdisease |
52 | male | non-anginalpain | 130 | 265 | false | normal | 134 | no | 0 | up | 0 | norecord | healthy |
70 | female | asymptomatic | 160 | 249 | false | leftventricularhypertrophy | 146 | no | 0 | flat | 0 | norecord | heartdisease |
59 | male | asymptomatic | 132 | 302 | false | leftventricularhypertrophy | 145 | no | 0 | up | 0 | norecord | healthy |
67 | male | non-anginalpain | 132 | 240 | false | normal | 153 | no | 0 | up | 0 | norecord | healthy |
67 | male | atypicalangina | 120 | 204 | false | normal | 126 | yes | 0 | flat | 0 | norecord | heartdisease |
48 | male | atypicalangina | 152 | 204 | false | leftventricularhypertrophy | 162 | no | 0 | up | 1 | norecord | healthy |
57 | male | asymptomatic | 120 | 265 | false | leftventricularhypertrophy | 169 | yes | 0 | up | 2 | norecord | heartdisease |
51 | female | asymptomatic | 110 | 234 | false | leftventricularhypertrophy | 118 | no | 0 | flat | 0 | norecord | heartdisease |
58 | male | asymptomatic | 130 | 254 | false | normal | 168 | no | 1 | flat | 0 | norecord | heartdisease |
65 | male | asymptomatic | 120 | 255 | false | normal | 125 | no | 2 | flat | 0 | norecord | healthy |
55 | male | asymptomatic | 128 | 198 | false | normal | 162 | yes | 1 | flat | 1 | norecord | heartdisease |
61 | male | non-anginalpain | 130 | 255 | false | leftventricularhypertrophy | 162 | no | 0 | up | 0 | norecord | healthy |
49 | male | non-anginalpain | 140 | 193 | false | normal | 173 | no | 0 | flat | 2 | norecord | heartdisease |
62 | male | asymptomatic | 140 | 212 | false | leftventricularhypertrophy | 122 | no | 1 | up | 0 | norecord | heartdisease |
61 | female | typicalangina | 108 | 216 | false | normal | 138 | no | 0 | up | 1 | norecord | heartdisease |
57 | male | asymptomatic | 128 | 277 | true | normal | 162 | no | 3 | flat | 1 | norecord | heartdisease |
59 | female | asymptomatic | 105 | 275 | false | normal | 162 | yes | 0 | flat | 0 | norecord | heartdisease |
59 | female | asymptomatic | 110 | 254 | false | normal | 147 | no | 1 | flat | 1 | norecord | healthy |
45 | female | asymptomatic | 120 | 232 | false | leftventricularhypertrophy | 140 | yes | 0 | up | 1 | norecord | healthy |
67 | female | non-anginalpain | 120 | 282 | true | normal | 160 | yes | 0 | down | 0 | norecord | heartdisease |
56 | female | asymptomatic | 120 | 304 | false | leftventricularhypertrophy | 132 | yes | 2 | flat | 1 | norecord | healthy |
57 | female | asymptomatic | 126 | 230 | true | normal | 115 | no | 0 | up | 0 | norecord | heartdisease |
52 | male | asymptomatic | 120 | 227 | false | leftventricularhypertrophy | 152 | no | 0 | up | 0 | norecord | healthy |
63 | male | non-anginalpain | 160 | 240 | false | leftventricularhypertrophy | 146 | yes | 0 | flat | 0 | norecord | heartdisease |
57 | male | non-anginalpain | 140 | 212 | false | normal | 122 | no | 1 | flat | 0 | norecord | healthy |
67 | male | asymptomatic | 120 | 222 | false | normal | 172 | yes | 0 | up | 0 | norecord | heartdisease |
54 | male | non-anginalpain | 124 | 232 | false | leftventricularhypertro | 169 | yes | 2 | up | 0 | norecord | heartdisease |
63 | male | atypicalangina | 150 | 269 | false | normal | 132 | yes | 0 | flat | 2 | norecord | heartdisease |
46 | female | non-anginalpain | 112 | 212 | false | normal | 180 | no | 1 | flat | 0 | norecord | heartdisease |
59 | male | asymptomatic | 152 | 240 | false | normal | 130 | no | 0 | flat | 0 | norecord | healthy |
51 | male | asymptomatic | 145 | 256 | false | normal | 164 | no | 2 | flat | 0 | norecord | healthy |
52 | female | atypicalangina | 128 | 212 | true | normal | 162 | no | 2 | flat | 3 | norecord | heartdisease |
57 | male | non-anginalpain | 130 | 212 | false | normal | 148 | no | 0 | flat | 2 | norecord | healthy |
56 | male | non-anginalpain | 138 | 223 | false | normal | 125 | yes | 0 | up | 0 | norecord | heartdisease |
63 | male | asymptomatic | 130 | 264 | false | leftventricularhypertrophy | 162 | yes | 4 | flat | 3 | norecord | heartdisease |
62 | male | non-anginalpain | 150 | 250 | false | normal | 155 | yes | 2 | flat | 0 | norecord | healthy |
51 | female | asymptomatic | 140 | 233 | false | normal | 125 | no | 1 | flat | 0 | norecord | healthy |
58 | male | asymptomatic | 110 | 201 | false | normal | 151 | no | 0 | flat | 0 | norecord | heartdisease |
58 | female | non-anginalpain | 125 | 269 | false | leftventricularhypertrophy | 125 | no | 0 | flat | 0 | norecord | healthy |
65 | male | asymptomatic | 140 | 197 | false | leftventricularhypertrophy | 142 | yes | 2 | down | 1 | norecord | healthy |
59 | female | non-anginalpain | 120 | 204 | false | normal | 133 | no | 0 | up | 0 | norecord | healthy |
48 | male | asymptomatic | 150 | 288 | false | normal | 125 | no | 0 | up | 0 | norecord | healthy |
37 | female | atypicalangina | 140 | 243 | false | leftventricularhypertrophy | 143 | no | 1 | up | 0 | norecord | heartdisease |
42 | male | asymptomatic | 120 | 271 | false | normal | 152 | no | 0 | flat | 1 | norecord | heartdisease |
58 | male | asymptomatic | 130 | 269 | false | leftventricularhypertrophy | 173 | no | 1 | up | 0 | norecord | heartdisease |
39 | male | asymptomatic | 150 | 221 | false | normal | 182 | yes | 0 | up | 2 | norecord | healthy |
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