wineQualityReds.csv

"","fixed.acidity","volatile.acidity","citric.acid","residual.sugar","chlorides","free.sulfur.dioxide","total.sulfur.dioxide","density","pH","sulphates","alcohol","quality"
"1",7.4,0.7,0,1.9,0.076,11,34,0.9978,3.51,0.56,9.4,5
"2",7.8,0.88,0,2.6,0.098,25,67,0.9968,3.2,0.68,9.8,5
"3",7.8,0.76,0.04,2.3,0.092,15,54,0.997,3.26,0.65,9.8,5
"4",11.2,0.28,0.56,1.9,0.075,17,60,0.998,3.16,0.58,9.8,6
"5",7.4,0.7,0,1.9,0.076,11,34,0.9978,3.51,0.56,9.4,5
"6",7.4,0.66,0,1.8,0.075,13,40,0.9978,3.51,0.56,9.4,5
"7",7.9,0.6,0.06,1.6,0.069,15,59,0.9964,3.3,0.46,9.4,5
"8",7.3,0.65,0,1.2,0.065,15,21,0.9946,3.39,0.47,10,7
"9",7.8,0.58,0.02,2,0.073,9,18,0.9968,3.36,0.57,9.5,7
"10",7.5,0.5,0.36,6.1,0.071,17,102,0.9978,3.35,0.8,10.5,5
"11",6.7,0.58,0.08,1.8,0.097,15,65,0.9959,3.28,0.54,9.2,5
"12",7.5,0.5,0.36,6.1,0.071,17,102,0.9978,3.35,0.8,10.5,5
"13",5.6,0.615,0,1.6,0.089,16,59,0.9943,3.58,0.52,9.9,5
"14",7.8,0.61,0.29,1.6,0.114,9,29,0.9974,3.26,1.56,9.1,5
"15",8.9,0.62,0.18,3.8,0.176,52,145,0.9986,3.16,0.88,9.2,5
"16",8.9,0.62,0.19,3.9,0.17,51,148,0.9986,3.17,0.93,9.2,5
"17",8.5,0.28,0.56,1.8,0.092,35,103,0.9969,3.3,0.75,10.5,7
"18",8.1,0.56,0.28,1.7,0.368,16,56,0.9968,3.11,1.28,9.3,5
"19",7.4,0.59,0.08,4.4,0.086,6,29,0.9974,3.38,0.5,9,4
"20",7.9,0.32,0.51,1.8,0.341,17,56,0.9969,3.04,1.08,9.2,6
"21",8.9,0.22,0.48,1.8,0.077,29,60,0.9968,3.39,0.53,9.4,6
"22",7.6,0.39,0.31,2.3,0.082,23,71,0.9982,3.52,0.65,9.7,5
"23",7.9,0.43,0.21,1.6,0.106,10,37,0.9966,3.17,0.91,9.5,5
"24",8.5,0.49,0.11,2.3,0.084,9,67,0.9968,3.17,0.53,9.4,5
"25",6.9,0.4,0.14,2.4,0.085,21,40,0.9968,3.43,0.63,9.7,6
"26",6.3,0.39,0.16,1.4,0.08,11,23,0.9955,3.34,0.56,9.3,5
"27",7.6,0.41,0.24,1.8,0.08,4,11,0.9962,3.28,0.59,9.5,5
"28",7.9,0.43,0.21,1.6,0.106,10,37,0.9966,3.17,0.91,9.5,5
"29",7.1,0.71,0,1.9,0.08,14,35,0.9972,3.47,0.55,9.4,5
"30",7.8,0.645,0,2,0.082,8,16,0.9964,3.38,0.59,9.8,6
"31",6.7,0.675,0.07,2.4,0.089,17,82,0.9958,3.35,0.54,10.1,5
"32",6.9,0.685,0,2.5,0.105,22,37,0.9966,3.46,0.57,10.6,6
"33",8.3,0.655,0.12,2.3,0.083,15,113,0.9966,3.17,0.66,9.8,5
"34",6.9,0.605,0.12,10.7,0.073,40,83,0.9993,3.45,0.52,9.4,6
"35",5.2,0.32,0.25,1.8,0.103,13,50,0.9957,3.38,0.55,9.2,5
"36",7.8,0.645,0,5.5,0.086,5,18,0.9986,3.4,0.55,9.6,6
"37",7.8,0.6,0.14,2.4,0.086,3,15,0.9975,3.42,0.6,10.8,6
"38",8.1,0.38,0.28,2.1,0.066,13,30,0.9968,3.23,0.73,9.7,7
"39",5.7,1.13,0.09,1.5,0.172,7,19,0.994,3.5,0.48,9.8,4
"40",7.3,0.45,0.36,5.9,0.074,12,87,0.9978,3.33,0.83,10.5,5
"41",7.3,0.45,0.36,5.9,0.074,12,87,0.9978,3.33,0.83,10.5,5
"42",8.8,0.61,0.3,2.8,0.088,17,46,0.9976,3.26,0.51,9.3,4
"43",7.5,0.49,0.2,2.6,0.332,8,14,0.9968,3.21,0.9,10.5,6
"44",8.1,0.66,0.22,2.2,0.069,9,23,0.9968,3.3,1.2,10.3,5
"45",6.8,0.67,0.02,1.8,0.05,5,11,0.9962,3.48,0.52,9.5,5
"46",4.6,0.52,0.15,2.1,0.054,8,65,0.9934,3.9,0.56,13.1,4
"47",7.7,0.935,0.43,2.2,0.114,22,114,0.997,3.25,0.73,9.2,5
"48",8.7,0.29,0.52,1.6,0.113,12,37,0.9969,3.25,0.58,9.5,5
"49",6.4,0.4,0.23,1.6,0.066,5,12,0.9958,3.34,0.56,9.2,5
"50",5.6,0.31,0.37,1.4,0.074,12,96,0.9954,3.32,0.58,9.2,5
"51",8.8,0.66,0.26,1.7,0.074,4,23,0.9971,3.15,0.74,9.2,5
"52",6.6,0.52,0.04,2.2,0.069,8,15,0.9956,3.4,0.63,9.4,6
"53",6.6,0.5,0.04,2.1,0.068,6,14,0.9955,3.39,0.64,9.4,6
"54",8.6,0.38,0.36,3,0.081,30,119,0.997,3.2,0.56,9.4,5
"55",7.6,0.51,0.15,2.8,0.11,33,73,0.9955,3.17,0.63,10.2,6
"56",7.7,0.62,0.04,3.8,0.084,25,45,0.9978,3.34,0.53,9.5,5
"57",10.2,0.42,0.57,3.4,0.07,4,10,0.9971,3.04,0.63,9.6,5
"58",7.5,0.63,0.12,5.1,0.111,50,110,0.9983,3.26,0.77,9.4,5
"59",7.8,0.59,0.18,2.3,0.076,17,54,0.9975,3.43,0.59,10,5
"60",7.3,0.39,0.31,2.4,0.074,9,46,0.9962,3.41,0.54,9.4,6
"61",8.8,0.4,0.4,2.2,0.079,19,52,0.998,3.44,0.64,9.2,5
"62",7.7,0.69,0.49,1.8,0.115,20,112,0.9968,3.21,0.71,9.3,5
"63",7.5,0.52,0.16,1.9,0.085,12,35,0.9968,3.38,0.62,9.5,7
"64",7,0.735,0.05,2,0.081,13,54,0.9966,3.39,0.57,9.8,5
"65",7.2,0.725,0.05,4.65,0.086,4,11,0.9962,3.41,0.39,10.9,5
"66",7.2,0.725,0.05,4.65,0.086,4,11,0.9962,3.41,0.39,10.9,5
"67",7.5,0.52,0.11,1.5,0.079,11,39,0.9968,3.42,0.58,9.6,5
"68",6.6,0.705,0.07,1.6,0.076,6,15,0.9962,3.44,0.58,10.7,5
"69",9.3,0.32,0.57,2,0.074,27,65,0.9969,3.28,0.79,10.7,5
"70",8,0.705,0.05,1.9,0.074,8,19,0.9962,3.34,0.95,10.5,6
"71",7.7,0.63,0.08,1.9,0.076,15,27,0.9967,3.32,0.54,9.5,6
"72",7.7,0.67,0.23,2.1,0.088,17,96,0.9962,3.32,0.48,9.5,5
"73",7.7,0.69,0.22,1.9,0.084,18,94,0.9961,3.31,0.48,9.5,5
"74",8.3,0.675,0.26,2.1,0.084,11,43,0.9976,3.31,0.53,9.2,4
"75",9.7,0.32,0.54,2.5,0.094,28,83,0.9984,3.28,0.82,9.6,5
"76",8.8,0.41,0.64,2.2,0.093,9,42,0.9986,3.54,0.66,10.5,5
"77",8.8,0.41,0.64,2.2,0.093,9,42,0.9986,3.54,0.66,10.5,5
"78",6.8,0.785,0,2.4,0.104,14,30,0.9966,3.52,0.55,10.7,6
"79",6.7,0.75,0.12,2,0.086,12,80,0.9958,3.38,0.52,10.1,5
"80",8.3,0.625,0.2,1.5,0.08,27,119,0.9972,3.16,1.12,9.1,4
"81",6.2,0.45,0.2,1.6,0.069,3,15,0.9958,3.41,0.56,9.2,5
"82",7.8,0.43,0.7,1.9,0.464,22,67,0.9974,3.13,1.28,9.4,5
"83",7.4,0.5,0.47,2,0.086,21,73,0.997,3.36,0.57,9.1,5
"84",7.3,0.67,0.26,1.8,0.401,16,51,0.9969,3.16,1.14,9.4,5
"85",6.3,0.3,0.48,1.8,0.069,18,61,0.9959,3.44,0.78,10.3,6
"86",6.9,0.55,0.15,2.2,0.076,19,40,0.9961,3.41,0.59,10.1,5
"87",8.6,0.49,0.28,1.9,0.11,20,136,0.9972,2.93,1.95,9.9,6
"88",7.7,0.49,0.26,1.9,0.062,9,31,0.9966,3.39,0.64,9.6,5
"89",9.3,0.39,0.44,2.1,0.107,34,125,0.9978,3.14,1.22,9.5,5
"90",7,0.62,0.08,1.8,0.076,8,24,0.9978,3.48,0.53,9,5
"91",7.9,0.52,0.26,1.9,0.079,42,140,0.9964,3.23,0.54,9.5,5
"92",8.6,0.49,0.28,1.9,0.11,20,136,0.9972,2.93,1.95,9.9,6
"93",8.6,0.49,0.29,2,0.11,19,133,0.9972,2.93,1.98,9.8,5
"94",7.7,0.49,0.26,1.9,0.062,9,31,0.9966,3.39,0.64,9.6,5
"95",5,1.02,0.04,1.4,0.045,41,85,0.9938,3.75,0.48,10.5,4
"96",4.7,0.6,0.17,2.3,0.058,17,106,0.9932,3.85,0.6,12.9,6
"97",6.8,0.775,0,3,0.102,8,23,0.9965,3.45,0.56,10.7,5
"98",7,0.5,0.25,2,0.07,3,22,0.9963,3.25,0.63,9.2,5
"99",7.6,0.9,0.06,2.5,0.079,5,10,0.9967,3.39,0.56,9.8,5
"100",8.1,0.545,0.18,1.9,0.08,13,35,0.9972,3.3,0.59,9,6
"101",8.3,0.61,0.3,2.1,0.084,11,50,0.9972,3.4,0.61,10.2,6
"102",7.8,0.5,0.3,1.9,0.075,8,22,0.9959,3.31,0.56,10.4,6
"103",8.1,0.545,0.18,1.9,0.08,13,35,0.9972,3.3,0.59,9,6
"104",8.1,0.575,0.22,2.1,0.077,12,65,0.9967,3.29,0.51,9.2,5
"105",7.2,0.49,0.24,2.2,0.07,5,36,0.996,3.33,0.48,9.4,5
"106",8.1,0.575,0.22,2.1,0.077,12,65,0.9967,3.29,0.51,9.2,5
"107",7.8,0.41,0.68,1.7,0.467,18,69,0.9973,3.08,1.31,9.3,5
"108",6.2,0.63,0.31,1.7,0.088,15,64,0.9969,3.46,0.79,9.3,5
"109",8,0.33,0.53,2.5,0.091,18,80,0.9976,3.37,0.8,9.6,6
"110",8.1,0.785,0.52,2,0.122,37,153,0.9969,3.21,0.69,9.3,5
"111",7.8,0.56,0.19,1.8,0.104,12,47,0.9964,3.19,0.93,9.5,5
"112",8.4,0.62,0.09,2.2,0.084,11,108,0.9964,3.15,0.66,9.8,5
"113",8.4,0.6,0.1,2.2,0.085,14,111,0.9964,3.15,0.66,9.8,5
"114",10.1,0.31,0.44,2.3,0.08,22,46,0.9988,3.32,0.67,9.7,6
"115",7.8,0.56,0.19,1.8,0.104,12,47,0.9964,3.19,0.93,9.5,5
"116",9.4,0.4,0.31,2.2,0.09,13,62,0.9966,3.07,0.63,10.5,6
"117",8.3,0.54,0.28,1.9,0.077,11,40,0.9978,3.39,0.61,10,6
"118",7.8,0.56,0.12,2,0.082,7,28,0.997,3.37,0.5,9.4,6
"119",8.8,0.55,0.04,2.2,0.119,14,56,0.9962,3.21,0.6,10.9,6
"120",7,0.69,0.08,1.8,0.097,22,89,0.9959,3.34,0.54,9.2,6
"121",7.3,1.07,0.09,1.7,0.178,10,89,0.9962,3.3,0.57,9,5
"122",8.8,0.55,0.04,2.2,0.119,14,56,0.9962,3.21,0.6,10.9,6
"123",7.3,0.695,0,2.5,0.075,3,13,0.998,3.49,0.52,9.2,5
"124",8,0.71,0,2.6,0.08,11,34,0.9976,3.44,0.53,9.5,5
"125",7.8,0.5,0.17,1.6,0.082,21,102,0.996,3.39,0.48,9.5,5
"126",9,0.62,0.04,1.9,0.146,27,90,0.9984,3.16,0.7,9.4,5
"127",8.2,1.33,0,1.7,0.081,3,12,0.9964,3.53,0.49,10.9,5
"128",8.1,1.33,0,1.8,0.082,3,12,0.9964,3.54,0.48,10.9,5
"129",8,0.59,0.16,1.8,0.065,3,16,0.9962,3.42,0.92,10.5,7
"130",6.1,0.38,0.15,1.8,0.072,6,19,0.9955,3.42,0.57,9.4,5
"131",8,0.745,0.56,2,0.118,30,134,0.9968,3.24,0.66,9.4,5
"132",5.6,0.5,0.09,2.3,0.049,17,99,0.9937,3.63,0.63,13,5
"133",5.6,0.5,0.09,2.3,0.049,17,99,0.9937,3.63,0.63,13,5
"134",6.6,0.5,0.01,1.5,0.06,17,26,0.9952,3.4,0.58,9.8,6
"135",7.9,1.04,0.05,2.2,0.084,13,29,0.9959,3.22,0.55,9.9,6
"136",8.4,0.745,0.11,1.9,0.09,16,63,0.9965,3.19,0.82,9.6,5
"137",8.3,0.715,0.15,1.8,0.089,10,52,0.9968,3.23,0.77,9.5,5
"138",7.2,0.415,0.36,2,0.081,13,45,0.9972,3.48,0.64,9.2,5
"139",7.8,0.56,0.19,2.1,0.081,15,105,0.9962,3.33,0.54,9.5,5
"140",7.8,0.56,0.19,2,0.081,17,108,0.9962,3.32,0.54,9.5,5
"141",8.4,0.745,0.11,1.9,0.09,16,63,0.9965,3.19,0.82,9.6,5
"142",8.3,0.715,0.15,1.8,0.089,10,52,0.9968,3.23,0.77,9.5,5
"143",5.2,0.34,0,1.8,0.05,27,63,0.9916,3.68,0.79,14,6
"144",6.3,0.39,0.08,1.7,0.066,3,20,0.9954,3.34,0.58,9.4,5
"145",5.2,0.34,0,1.8,0.05,27,63,0.9916,3.68,0.79,14,6
"146",8.1,0.67,0.55,1.8,0.117,32,141,0.9968,3.17,0.62,9.4,5
"147",5.8,0.68,0.02,1.8,0.087,21,94,0.9944,3.54,0.52,10,5
"148",7.6,0.49,0.26,1.6,0.236,10,88,0.9968,3.11,0.8,9.3,5
"149",6.9,0.49,0.1,2.3,0.074,12,30,0.9959,3.42,0.58,10.2,6
"150",8.2,0.4,0.44,2.8,0.089,11,43,0.9975,3.53,0.61,10.5,6
"151",7.3,0.33,0.47,2.1,0.077,5,11,0.9958,3.33,0.53,10.3,6
"152",9.2,0.52,1,3.4,0.61,32,69,0.9996,2.74,2,9.4,4
"153",7.5,0.6,0.03,1.8,0.095,25,99,0.995,3.35,0.54,10.1,5
"154",7.5,0.6,0.03,1.8,0.095,25,99,0.995,3.35,0.54,10.1,5
"155",7.1,0.43,0.42,5.5,0.07,29,129,0.9973,3.42,0.72,10.5,5
"156",7.1,0.43,0.42,5.5,0.071,28,128,0.9973,3.42,0.71,10.5,5
"157",7.1,0.43,0.42,5.5,0.07,29,129,0.9973,3.42,0.72,10.5,5
"158",7.1,0.43,0.42,5.5,0.071,28,128,0.9973,3.42,0.71,10.5,5
"159",7.1,0.68,0,2.2,0.073,12,22,0.9969,3.48,0.5,9.3,5
"160",6.8,0.6,0.18,1.9,0.079,18,86,0.9968,3.59,0.57,9.3,6
"161",7.6,0.95,0.03,2,0.09,7,20,0.9959,3.2,0.56,9.6,5
"162",7.6,0.68,0.02,1.3,0.072,9,20,0.9965,3.17,1.08,9.2,4
"163",7.8,0.53,0.04,1.7,0.076,17,31,0.9964,3.33,0.56,10,6
"164",7.4,0.6,0.26,7.3,0.07,36,121,0.9982,3.37,0.49,9.4,5
"165",7.3,0.59,0.26,7.2,0.07,35,121,0.9981,3.37,0.49,9.4,5
"166",7.8,0.63,0.48,1.7,0.1,14,96,0.9961,3.19,0.62,9.5,5
"167",6.8,0.64,0.1,2.1,0.085,18,101,0.9956,3.34,0.52,10.2,5
"168",7.3,0.55,0.03,1.6,0.072,17,42,0.9956,3.37,0.48,9,4
"169",6.8,0.63,0.07,2.1,0.089,11,44,0.9953,3.47,0.55,10.4,6
"170",7.5,0.705,0.24,1.8,0.36,15,63,0.9964,3,1.59,9.5,5
"171",7.9,0.885,0.03,1.8,0.058,4,8,0.9972,3.36,0.33,9.1,4
"172",8,0.42,0.17,2,0.073,6,18,0.9972,3.29,0.61,9.2,6
"173",8,0.42,0.17,2,0.073,6,18,0.9972,3.29,0.61,9.2,6
"174",7.4,0.62,0.05,1.9,0.068,24,42,0.9961,3.42,0.57,11.5,6
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