observation_number,age,sex,cp,trestbps,chol,fbs,restecg,thalach,exang,oldpeak,slope,ca,thal,num 0,67,1,4,160,286,0,2,108,1,1.5,2,3.0,3.0,2 1,67,1,4,120,229,0,2,129,1,2.6,2,2.0,7.0,1 2,37,1,3,130,250,0,0,187,0,3.5,3,0.0,3.0,0 3,41,0,2,130,204,0,2,172,0,1.4,1,0.0,3.0,0 4,56,1,2,120,236,0,0,178,0,0.8,1,0.0,3.0,0 5,62,0,4,140,268,0,2,160,0,3.6,3,2.0,3.0,3 6,57,0,4,120,354,0,0,163,1,0.6000000000000001,1,0.0,3.0,0 7,63,1,4,130,254,0,2,147,0,1.4,2,1.0,7.0,2 8,53,1,4,140,203,1,2,155,1,3.1,3,0.0,7.0,1 9,57,1,4,140,192,0,0,148,0,0.4,2,0.0,6.0,0 10,56,0,2,140,294,0,2,153,0,1.3,2,0.0,3.0,0 11,56,1,3,130,256,1,2,142,1,0.6000000000000001,2,1.0,6.0,2 12,44,1,2,120,263,0,0,173,0,0.0,1,0.0,7.0,0 13,52,1,3,172,199,1,0,162,0,0.5,1,0.0,7.0,0 14,57,1,3,150,168,0,0,174,0,1.6,1,0.0,3.0,0 15,48,1,2,110,229,0,0,168,0,1.0,3,0.0,7.0,1 16,54,1,4,140,239,0,0,160,0,1.2,1,0.0,3.0,0 17,48,0,3,130,275,0,0,139,0,0.2,1,0.0,3.0,0 18,49,1,2,130,266,0,0,171,0,0.6000000000000001,1,0.0,3.0,0 19,64,1,1,110,211,0,2,144,1,1.8,2,0.0,3.0,0 20,58,0,1,150,283,1,2,162,0,1.0,1,0.0,3.0,0 21,58,1,2,120,284,0,2,160,0,1.8,2,0.0,3.0,1 22,58,1,3,132,224,0,2,173,0,3.2,1,2.0,7.0,3 23,60,1,4,130,206,0,2,132,1,2.4,2,2.0,7.0,4 24,50,0,3,120,219,0,0,158,0,1.6,2,0.0,3.0,0 25,58,0,3,120,340,0,0,172,0,0.0,1,0.0,3.0,0 26,66,0,1,150,226,0,0,114,0,2.6,3,0.0,3.0,0 27,43,1,4,150,247,0,0,171,0,1.5,1,0.0,3.0,0 28,40,1,4,110,167,0,2,114,1,2.0,2,0.0,7.0,3 29,69,0,1,140,239,0,0,151,0,1.8,1,2.0,3.0,0 30,60,1,4,117,230,1,0,160,1,1.4,1,2.0,7.0,2 31,64,1,3,140,335,0,0,158,0,0.0,1,0.0,3.0,1 32,59,1,4,135,234,0,0,161,0,0.5,2,0.0,7.0,0 33,44,1,3,130,233,0,0,179,1,0.4,1,0.0,3.0,0 34,42,1,4,140,226,0,0,178,0,0.0,1,0.0,3.0,0 35,43,1,4,120,177,0,2,120,1,2.5,2,0.0,7.0,3 36,57,1,4,150,276,0,2,112,1,0.6000000000000001,2,1.0,6.0,1 37,55,1,4,132,353,0,0,132,1,1.2,2,1.0,7.0,3 38,61,1,3,150,243,1,0,137,1,1.0,2,0.0,3.0,0 39,65,0,4,150,225,0,2,114,0,1.0,2,3.0,7.0,4 40,40,1,1,140,199,0,0,178,1,1.4,1,0.0,7.0,0 41,71,0,2,160,302,0,0,162,0,0.4,1,2.0,3.0,0 42,59,1,3,150,212,1,0,157,0,1.6,1,0.0,3.0,0 43,61,0,4,130,330,0,2,169,0,0.0,1,0.0,3.0,1 44,58,1,3,112,230,0,2,165,0,2.5,2,1.0,7.0,4 45,51,1,3,110,175,0,0,123,0,0.6000000000000001,1,0.0,3.0,0 46,50,1,4,150,243,0,2,128,0,2.6,2,0.0,7.0,4 47,65,0,3,140,417,1,2,157,0,0.8,1,1.0,3.0,0 48,53,1,3,130,197,1,2,152,0,1.2,3,0.0,3.0,0 49,41,0,2,105,198,0,0,168,0,0.0,1,1.0,3.0,0 50,65,1,4,120,177,0,0,140,0,0.4,1,0.0,7.0,0 51,44,1,4,112,290,0,2,153,0,0.0,1,1.0,3.0,2 52,44,1,2,130,219,0,2,188,0,0.0,1,0.0,3.0,0 53,60,1,4,130,253,0,0,144,1,1.4,1,1.0,7.0,1 54,54,1,4,124,266,0,2,109,1,2.2,2,1.0,7.0,1 55,50,1,3,140,233,0,0,163,0,0.6000000000000001,2,1.0,7.0,1 56,41,1,4,110,172,0,2,158,0,0.0,1,0.0,7.0,1 57,54,1,3,125,273,0,2,152,0,0.5,3,1.0,3.0,0 58,51,1,1,125,213,0,2,125,1,1.4,1,1.0,3.0,0 59,51,0,4,130,305,0,0,142,1,1.2,2,0.0,7.0,2 60,46,0,3,142,177,0,2,160,1,1.4,3,0.0,3.0,0 61,58,1,4,128,216,0,2,131,1,2.2,2,3.0,7.0,1 62,54,0,3,135,304,1,0,170,0,0.0,1,0.0,3.0,0 63,54,1,4,120,188,0,0,113,0,1.4,2,1.0,7.0,2 64,60,1,4,145,282,0,2,142,1,2.8,2,2.0,7.0,2 65,60,1,3,140,185,0,2,155,0,3.0,2,0.0,3.0,1 66,54,1,3,150,232,0,2,165,0,1.6,1,0.0,7.0,0 67,59,1,4,170,326,0,2,140,1,3.4,3,0.0,7.0,2 68,46,1,3,150,231,0,0,147,0,3.6,2,0.0,3.0,1 69,65,0,3,155,269,0,0,148,0,0.8,1,0.0,3.0,0 70,67,1,4,125,254,1,0,163,0,0.2,2,2.0,7.0,3 71,62,1,4,120,267,0,0,99,1,1.8,2,2.0,7.0,1 72,65,1,4,110,248,0,2,158,0,0.6000000000000001,1,2.0,6.0,1 73,44,1,4,110,197,0,2,177,0,0.0,1,1.0,3.0,1 74,65,0,3,160,360,0,2,151,0,0.8,1,0.0,3.0,0 75,60,1,4,125,258,0,2,141,1,2.8,2,1.0,7.0,1 76,51,0,3,140,308,0,2,142,0,1.5,1,1.0,3.0,0 77,48,1,2,130,245,0,2,180,0,0.2,2,0.0,3.0,0 78,58,1,4,150,270,0,2,111,1,0.8,1,0.0,7.0,3 79,45,1,4,104,208,0,2,148,1,3.0,2,0.0,3.0,0 80,53,0,4,130,264,0,2,143,0,0.4,2,0.0,3.0,0 81,39,1,3,140,321,0,2,182,0,0.0,1,0.0,3.0,0 82,68,1,3,180,274,1,2,150,1,1.6,2,0.0,7.0,3 83,52,1,2,120,325,0,0,172,0,0.2,1,0.0,3.0,0 84,44,1,3,140,235,0,2,180,0,0.0,1,0.0,3.0,0 85,47,1,3,138,257,0,2,156,0,0.0,1,0.0,3.0,0 86,53,0,3,128,216,0,2,115,0,0.0,1,0.0,?,0 87,53,0,4,138,234,0,2,160,0,0.0,1,0.0,3.0,0 88,51,0,3,130,256,0,2,149,0,0.5,1,0.0,3.0,0 89,66,1,4,120,302,0,2,151,0,0.4,2,0.0,3.0,0 90,62,0,4,160,164,0,2,145,0,6.2,3,3.0,7.0,3 91,62,1,3,130,231,0,0,146,0,1.8,2,3.0,7.0,0 92,44,0,3,108,141,0,0,175,0,0.6000000000000001,2,0.0,3.0,0 93,63,0,3,135,252,0,2,172,0,0.0,1,0.0,3.0,0 94,52,1,4,128,255,0,0,161,1,0.0,1,1.0,7.0,1 95,59,1,4,110,239,0,2,142,1,1.2,2,1.0,7.0,2 96,60,0,4,150,258,0,2,157,0,2.6,2,2.0,7.0,3 97,52,1,2,134,201,0,0,158,0,0.8,1,1.0,3.0,0 98,48,1,4,122,222,0,2,186,0,0.0,1,0.0,3.0,0 99,45,1,4,115,260,0,2,185,0,0.0,1,0.0,3.0,0 100,34,1,1,118,182,0,2,174,0,0.0,1,0.0,3.0,0 101,57,0,4,128,303,0,2,159,0,0.0,1,1.0,3.0,0 102,71,0,3,110,265,1,2,130,0,0.0,1,1.0,3.0,0 103,49,1,3,120,188,0,0,139,0,2.0,2,3.0,7.0,3 104,54,1,2,108,309,0,0,156,0,0.0,1,0.0,7.0,0 105,59,1,4,140,177,0,0,162,1,0.0,1,1.0,7.0,2 106,57,1,3,128,229,0,2,150,0,0.4,2,1.0,7.0,1 107,61,1,4,120,260,0,0,140,1,3.6,2,1.0,7.0,2 108,39,1,4,118,219,0,0,140,0,1.2,2,0.0,7.0,3 109,61,0,4,145,307,0,2,146,1,1.0,2,0.0,7.0,1 110,56,1,4,125,249,1,2,144,1,1.2,2,1.0,3.0,1 111,52,1,1,118,186,0,2,190,0,0.0,2,0.0,6.0,0 112,43,0,4,132,341,1,2,136,1,3.0,2,0.0,7.0,2 113,62,0,3,130,263,0,0,97,0,1.2,2,1.0,7.0,2 114,41,1,2,135,203,0,0,132,0,0.0,2,0.0,6.0,0 115,58,1,3,140,211,1,2,165,0,0.0,1,0.0,3.0,0 116,35,0,4,138,183,0,0,182,0,1.4,1,0.0,3.0,0 117,63,1,4,130,330,1,2,132,1,1.8,1,3.0,7.0,3 118,65,1,4,135,254,0,2,127,0,2.8,2,1.0,7.0,2 119,48,1,4,130,256,1,2,150,1,0.0,1,2.0,7.0,3 120,63,0,4,150,407,0,2,154,0,4.0,2,3.0,7.0,4 121,51,1,3,100,222,0,0,143,1,1.2,2,0.0,3.0,0 122,55,1,4,140,217,0,0,111,1,5.6,3,0.0,7.0,3 123,65,1,1,138,282,1,2,174,0,1.4,2,1.0,3.0,1 124,45,0,2,130,234,0,2,175,0,0.6000000000000001,2,0.0,3.0,0 125,56,0,4,200,288,1,2,133,1,4.0,3,2.0,7.0,3 126,54,1,4,110,239,0,0,126,1,2.8,2,1.0,7.0,3 127,44,1,2,120,220,0,0,170,0,0.0,1,0.0,3.0,0 128,62,0,4,124,209,0,0,163,0,0.0,1,0.0,3.0,0 129,54,1,3,120,258,0,2,147,0,0.4,2,0.0,7.0,0 130,51,1,3,94,227,0,0,154,1,0.0,1,1.0,7.0,0 131,29,1,2,130,204,0,2,202,0,0.0,1,0.0,3.0,0 132,51,1,4,140,261,0,2,186,1,0.0,1,0.0,3.0,0 133,43,0,3,122,213,0,0,165,0,0.2,2,0.0,3.0,0 134,55,0,2,135,250,0,2,161,0,1.4,2,0.0,3.0,0 135,70,1,4,145,174,0,0,125,1,2.6,3,0.0,7.0,4 136,62,1,2,120,281,0,2,103,0,1.4,2,1.0,7.0,3 137,35,1,4,120,198,0,0,130,1,1.6,2,0.0,7.0,1 138,51,1,3,125,245,1,2,166,0,2.4,2,0.0,3.0,0 139,59,1,2,140,221,0,0,164,1,0.0,1,0.0,3.0,0 140,59,1,1,170,288,0,2,159,0,0.2,2,0.0,7.0,1 141,52,1,2,128,205,1,0,184,0,0.0,1,0.0,3.0,0 142,64,1,3,125,309,0,0,131,1,1.8,2,0.0,7.0,1 143,58,1,3,105,240,0,2,154,1,0.6000000000000001,2,0.0,7.0,0 144,47,1,3,108,243,0,0,152,0,0.0,1,0.0,3.0,1 145,57,1,4,165,289,1,2,124,0,1.0,2,3.0,7.0,4 146,41,1,3,112,250,0,0,179,0,0.0,1,0.0,3.0,0 147,45,1,2,128,308,0,2,170,0,0.0,1,0.0,3.0,0 148,60,0,3,102,318,0,0,160,0,0.0,1,1.0,3.0,0 149,52,1,1,152,298,1,0,178,0,1.2,2,0.0,7.0,0 150,42,0,4,102,265,0,2,122,0,0.6000000000000001,2,0.0,3.0,0 151,67,0,3,115,564,0,2,160,0,1.6,2,0.0,7.0,0 152,55,1,4,160,289,0,2,145,1,0.8,2,1.0,7.0,4 153,64,1,4,120,246,0,2,96,1,2.2,3,1.0,3.0,3 154,70,1,4,130,322,0,2,109,0,2.4,2,3.0,3.0,1 155,51,1,4,140,299,0,0,173,1,1.6,1,0.0,7.0,1 156,58,1,4,125,300,0,2,171,0,0.0,1,2.0,7.0,1 157,60,1,4,140,293,0,2,170,0,1.2,2,2.0,7.0,2 158,68,1,3,118,277,0,0,151,0,1.0,1,1.0,7.0,0 159,46,1,2,101,197,1,0,156,0,0.0,1,0.0,7.0,0 160,77,1,4,125,304,0,2,162,1,0.0,1,3.0,3.0,4 161,54,0,3,110,214,0,0,158,0,1.6,2,0.0,3.0,0 162,58,0,4,100,248,0,2,122,0,1.0,2,0.0,3.0,0 163,48,1,3,124,255,1,0,175,0,0.0,1,2.0,3.0,0 164,57,1,4,132,207,0,0,168,1,0.0,1,0.0,7.0,0 165,52,1,3,138,223,0,0,169,0,0.0,1,?,3.0,0 166,54,0,2,132,288,1,2,159,1,0.0,1,1.0,3.0,0 167,35,1,4,126,282,0,2,156,1,0.0,1,0.0,7.0,1 168,45,0,2,112,160,0,0,138,0,0.0,2,0.0,3.0,0 169,70,1,3,160,269,0,0,112,1,2.9,2,1.0,7.0,3 170,53,1,4,142,226,0,2,111,1,0.0,1,0.0,7.0,0 171,59,0,4,174,249,0,0,143,1,0.0,2,0.0,3.0,1 172,62,0,4,140,394,0,2,157,0,1.2,2,0.0,3.0,0 173,64,1,4,145,212,0,2,132,0,2.0,2,2.0,6.0,4 174,57,1,4,152,274,0,0,88,1,1.2,2,1.0,7.0,1 175,52,1,4,108,233,1,0,147,0,0.1,1,3.0,7.0,0 176,56,1,4,132,184,0,2,105,1,2.1,2,1.0,6.0,1 177,43,1,3,130,315,0,0,162,0,1.9,1,1.0,3.0,0 178,53,1,3,130,246,1,2,173,0,0.0,1,3.0,3.0,0 179,48,1,4,124,274,0,2,166,0,0.5,2,0.0,7.0,3 180,56,0,4,134,409,0,2,150,1,1.9,2,2.0,7.0,2 181,42,1,1,148,244,0,2,178,0,0.8,1,2.0,3.0,0 182,59,1,1,178,270,0,2,145,0,4.2,3,0.0,7.0,0 183,60,0,4,158,305,0,2,161,0,0.0,1,0.0,3.0,1 184,63,0,2,140,195,0,0,179,0,0.0,1,2.0,3.0,0 185,42,1,3,120,240,1,0,194,0,0.8,3,0.0,7.0,0 186,66,1,2,160,246,0,0,120,1,0.0,2,3.0,6.0,2 187,54,1,2,192,283,0,2,195,0,0.0,1,1.0,7.0,1 188,69,1,3,140,254,0,2,146,0,2.0,2,3.0,7.0,2 189,50,1,3,129,196,0,0,163,0,0.0,1,0.0,3.0,0 190,51,1,4,140,298,0,0,122,1,4.2,2,3.0,7.0,3 191,43,1,4,132,247,1,2,143,1,0.1,2,?,7.0,1 192,62,0,4,138,294,1,0,106,0,1.9,2,3.0,3.0,2 193,68,0,3,120,211,0,2,115,0,1.5,2,0.0,3.0,0 194,67,1,4,100,299,0,2,125,1,0.9,2,2.0,3.0,3 195,69,1,1,160,234,1,2,131,0,0.1,2,1.0,3.0,0 196,45,0,4,138,236,0,2,152,1,0.2,2,0.0,3.0,0 197,50,0,2,120,244,0,0,162,0,1.1,1,0.0,3.0,0 198,59,1,1,160,273,0,2,125,0,0.0,1,0.0,3.0,1 199,50,0,4,110,254,0,2,159,0,0.0,1,0.0,3.0,0 200,64,0,4,180,325,0,0,154,1,0.0,1,0.0,3.0,0 201,57,1,3,150,126,1,0,173,0,0.2,1,1.0,7.0,0 202,64,0,3,140,313,0,0,133,0,0.2,1,0.0,7.0,0 203,43,1,4,110,211,0,0,161,0,0.0,1,0.0,7.0,0 204,45,1,4,142,309,0,2,147,1,0.0,2,3.0,7.0,3 205,58,1,4,128,259,0,2,130,1,3.0,2,2.0,7.0,3 206,50,1,4,144,200,0,2,126,1,0.9,2,0.0,7.0,3 207,55,1,2,130,262,0,0,155,0,0.0,1,0.0,3.0,0 208,62,0,4,150,244,0,0,154,1,1.4,2,0.0,3.0,1 209,37,0,3,120,215,0,0,170,0,0.0,1,0.0,3.0,0 210,38,1,1,120,231,0,0,182,1,3.8,2,0.0,7.0,4 211,41,1,3,130,214,0,2,168,0,2.0,2,0.0,3.0,0 212,66,0,4,178,228,1,0,165,1,1.0,2,2.0,7.0,3 213,52,1,4,112,230,0,0,160,0,0.0,1,1.0,3.0,1 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