,total_bill,tip,sex,smoker,day,time,size 0,16.99,1.01,Female,No,Sun,Dinner,2 1,10.34,1.66,Male,No,Sun,Dinner,3 2,21.01,3.5,Male,No,Sun,Dinner,3 3,23.68,3.31,Male,No,Sun,Dinner,2 4,24.59,3.61,Female,No,Sun,Dinner,4 5,25.29,4.71,Male,No,Sun,Dinner,4 6,8.77,2.0,Male,No,Sun,Dinner,2 7,26.88,3.12,Male,No,Sun,Dinner,4 8,15.04,1.96,Male,No,Sun,Dinner,2 9,14.78,3.23,Male,No,Sun,Dinner,2 10,10.27,1.71,Male,No,Sun,Dinner,2 11,35.26,5.0,Female,No,Sun,Dinner,4 12,15.42,1.57,Male,No,Sun,Dinner,2 13,18.43,3.0,Male,No,Sun,Dinner,4 14,14.83,3.02,Female,No,Sun,Dinner,2 15,21.58,3.92,Male,No,Sun,Dinner,2 16,10.33,1.67,Female,No,Sun,Dinner,3 17,16.29,3.71,Male,No,Sun,Dinner,3 18,16.97,3.5,Female,No,Sun,Dinner,3 19,20.65,3.35,Male,No,Sat,Dinner,3 20,17.92,4.08,Male,No,Sat,Dinner,2 21,20.29,2.75,Female,No,Sat,Dinner,2 22,15.77,2.23,Female,No,Sat,Dinner,2 23,39.42,7.58,Male,No,Sat,Dinner,4 24,19.82,3.18,Male,No,Sat,Dinner,2 25,17.81,2.34,Male,No,Sat,Dinner,4 26,13.37,2.0,Male,No,Sat,Dinner,2 27,12.69,2.0,Male,No,Sat,Dinner,2 28,21.7,4.3,Male,No,Sat,Dinner,2 29,19.65,3.0,Female,No,Sat,Dinner,2 30,9.55,1.45,Male,No,Sat,Dinner,2 31,18.35,2.5,Male,No,Sat,Dinner,4 32,15.06,3.0,Female,No,Sat,Dinner,2 33,20.69,2.45,Female,No,Sat,Dinner,4 34,17.78,3.27,Male,No,Sat,Dinner,2 35,24.06,3.6,Male,No,Sat,Dinner,3 36,16.31,2.0,Male,No,Sat,Dinner,3 37,16.93,3.07,Female,No,Sat,Dinner,3 38,18.69,2.31,Male,No,Sat,Dinner,3 39,31.27,5.0,Male,No,Sat,Dinner,3 40,16.04,2.24,Male,No,Sat,Dinner,3 41,17.46,2.54,Male,No,Sun,Dinner,2 42,13.94,3.06,Male,No,Sun,Dinner,2 43,9.68,1.32,Male,No,Sun,Dinner,2 44,30.4,5.6,Male,No,Sun,Dinner,4 45,18.29,3.0,Male,No,Sun,Dinner,2 46,22.23,5.0,Male,No,Sun,Dinner,2 47,32.4,6.0,Male,No,Sun,Dinner,4 48,28.55,2.05,Male,No,Sun,Dinner,3 49,18.04,3.0,Male,No,Sun,Dinner,2 50,12.54,2.5,Male,No,Sun,Dinner,2 51,10.29,2.6,Female,No,Sun,Dinner,2 52,34.81,5.2,Female,No,Sun,Dinner,4 53,9.94,1.56,Male,No,Sun,Dinner,2 54,25.56,4.34,Male,No,Sun,Dinner,4 55,19.49,3.51,Male,No,Sun,Dinner,2 56,38.01,3.0,Male,Yes,Sat,Dinner,4 57,26.41,1.5,Female,No,Sat,Dinner,2 58,11.24,1.76,Male,Yes,Sat,Dinner,2 59,48.27,6.73,Male,No,Sat,Dinner,4 60,20.29,3.21,Male,Yes,Sat,Dinner,2 61,13.81,2.0,Male,Yes,Sat,Dinner,2 62,11.02,1.98,Male,Yes,Sat,Dinner,2 63,18.29,3.76,Male,Yes,Sat,Dinner,4 64,17.59,2.64,Male,No,Sat,Dinner,3 65,20.08,3.15,Male,No,Sat,Dinner,3 66,16.45,2.47,Female,No,Sat,Dinner,2 67,3.07,1.0,Female,Yes,Sat,Dinner,1 68,20.23,2.01,Male,No,Sat,Dinner,2 69,15.01,2.09,Male,Yes,Sat,Dinner,2 70,12.02,1.97,Male,No,Sat,Dinner,2 71,17.07,3.0,Female,No,Sat,Dinner,3 72,26.86,3.14,Female,Yes,Sat,Dinner,2 73,25.28,5.0,Female,Yes,Sat,Dinner,2 74,14.73,2.2,Female,No,Sat,Dinner,2 75,10.51,1.25,Male,No,Sat,Dinner,2 76,17.92,3.08,Male,Yes,Sat,Dinner,2 77,27.2,4.0,Male,No,Thur,Lunch,4 78,22.76,3.0,Male,No,Thur,Lunch,2 79,17.29,2.71,Male,No,Thur,Lunch,2 80,19.44,3.0,Male,Yes,Thur,Lunch,2 81,16.66,3.4,Male,No,Thur,Lunch,2 82,10.07,1.83,Female,No,Thur,Lunch,1 83,32.68,5.0,Male,Yes,Thur,Lunch,2 84,15.98,2.03,Male,No,Thur,Lunch,2 85,34.83,5.17,Female,No,Thur,Lunch,4 86,13.03,2.0,Male,No,Thur,Lunch,2 87,18.28,4.0,Male,No,Thur,Lunch,2 88,24.71,5.85,Male,No,Thur,Lunch,2 89,21.16,3.0,Male,No,Thur,Lunch,2 90,28.97,3.0,Male,Yes,Fri,Dinner,2 91,22.49,3.5,Male,No,Fri,Dinner,2 92,5.75,1.0,Female,Yes,Fri,Dinner,2 93,16.32,4.3,Female,Yes,Fri,Dinner,2 94,22.75,3.25,Female,No,Fri,Dinner,2 95,40.17,4.73,Male,Yes,Fri,Dinner,4 96,27.28,4.0,Male,Yes,Fri,Dinner,2 97,12.03,1.5,Male,Yes,Fri,Dinner,2 98,21.01,3.0,Male,Yes,Fri,Dinner,2 99,12.46,1.5,Male,No,Fri,Dinner,2 100,11.35,2.5,Female,Yes,Fri,Dinner,2 101,15.38,3.0,Female,Yes,Fri,Dinner,2 102,44.3,2.5,Female,Yes,Sat,Dinner,3 103,22.42,3.48,Female,Yes,Sat,Dinner,2 104,20.92,4.08,Female,No,Sat,Dinner,2 105,15.36,1.64,Male,Yes,Sat,Dinner,2 106,20.49,4.06,Male,Yes,Sat,Dinner,2 107,25.21,4.29,Male,Yes,Sat,Dinner,2 108,18.24,3.76,Male,No,Sat,Dinner,2 109,14.31,4.0,Female,Yes,Sat,Dinner,2 110,14.0,3.0,Male,No,Sat,Dinner,2 111,7.25,1.0,Female,No,Sat,Dinner,1 112,38.07,4.0,Male,No,Sun,Dinner,3 113,23.95,2.55,Male,No,Sun,Dinner,2 114,25.71,4.0,Female,No,Sun,Dinner,3 115,17.31,3.5,Female,No,Sun,Dinner,2 116,29.93,5.07,Male,No,Sun,Dinner,4 117,10.65,1.5,Female,No,Thur,Lunch,2 118,12.43,1.8,Female,No,Thur,Lunch,2 119,24.08,2.92,Female,No,Thur,Lunch,4 120,11.69,2.31,Male,No,Thur,Lunch,2 121,13.42,1.68,Female,No,Thur,Lunch,2 122,14.26,2.5,Male,No,Thur,Lunch,2 123,15.95,2.0,Male,No,Thur,Lunch,2 124,12.48,2.52,Female,No,Thur,Lunch,2 125,29.8,4.2,Female,No,Thur,Lunch,6 126,8.52,1.48,Male,No,Thur,Lunch,2 127,14.52,2.0,Female,No,Thur,Lunch,2 128,11.38,2.0,Female,No,Thur,Lunch,2 129,22.82,2.18,Male,No,Thur,Lunch,3 130,19.08,1.5,Male,No,Thur,Lunch,2 131,20.27,2.83,Female,No,Thur,Lunch,2 132,11.17,1.5,Female,No,Thur,Lunch,2 133,12.26,2.0,Female,No,Thur,Lunch,2 134,18.26,3.25,Female,No,Thur,Lunch,2 135,8.51,1.25,Female,No,Thur,Lunch,2 136,10.33,2.0,Female,No,Thur,Lunch,2 137,14.15,2.0,Female,No,Thur,Lunch,2 138,16.0,2.0,Male,Yes,Thur,Lunch,2 139,13.16,2.75,Female,No,Thur,Lunch,2 140,17.47,3.5,Female,No,Thur,Lunch,2 141,34.3,6.7,Male,No,Thur,Lunch,6 142,41.19,5.0,Male,No,Thur,Lunch,5 143,27.05,5.0,Female,No,Thur,Lunch,6 144,16.43,2.3,Female,No,Thur,Lunch,2 145,8.35,1.5,Female,No,Thur,Lunch,2 146,18.64,1.36,Female,No,Thur,Lunch,3 147,11.87,1.63,Female,No,Thur,Lunch,2 148,9.78,1.73,Male,No,Thur,Lunch,2 149,7.51,2.0,Male,No,Thur,Lunch,2 150,14.07,2.5,Male,No,Sun,Dinner,2 151,13.13,2.0,Male,No,Sun,Dinner,2 152,17.26,2.74,Male,No,Sun,Dinner,3 153,24.55,2.0,Male,No,Sun,Dinner,4 154,19.77,2.0,Male,No,Sun,Dinner,4 155,29.85,5.14,Female,No,Sun,Dinner,5 156,48.17,5.0,Male,No,Sun,Dinner,6 157,25.0,3.75,Female,No,Sun,Dinner,4 158,13.39,2.61,Female,No,Sun,Dinner,2 159,16.49,2.0,Male,No,Sun,Dinner,4 160,21.5,3.5,Male,No,Sun,Dinner,4 161,12.66,2.5,Male,No,Sun,Dinner,2 162,16.21,2.0,Female,No,Sun,Dinner,3 163,13.81,2.0,Male,No,Sun,Dinner,2 164,17.51,3.0,Female,Yes,Sun,Dinner,2 165,24.52,3.48,Male,No,Sun,Dinner,3 166,20.76,2.24,Male,No,Sun,Dinner,2 167,31.71,4.5,Male,No,Sun,Dinner,4 168,10.59,1.61,Female,Yes,Sat,Dinner,2 169,10.63,2.0,Female,Yes,Sat,Dinner,2 170,50.81,10.0,Male,Yes,Sat,Dinner,3 171,15.81,3.16,Male,Yes,Sat,Dinner,2 172,7.25,5.15,Male,Yes,Sun,Dinner,2 173,31.85,3.18,Male,Yes,Sun,Dinner,2 174,16.82,4.0,Male,Yes,Sun,Dinner,2 175,32.9,3.11,Male,Yes,Sun,Dinner,2 176,17.89,2.0,Male,Yes,Sun,Dinner,2 177,14.48,2.0,Male,Yes,Sun,Dinner,2 178,9.6,4.0,Female,Yes,Sun,Dinner,2 179,34.63,3.55,Male,Yes,Sun,Dinner,2 180,34.65,3.68,Male,Yes,Sun,Dinner,4 181,23.33,5.65,Male,Yes,Sun,Dinner,2 182,45.35,3.5,Male,Yes,Sun,Dinner,3 183,23.17,6.5,Male,Yes,Sun,Dinner,4 184,40.55,3.0,Male,Yes,Sun,Dinner,2 185,20.69,5.0,Male,No,Sun,Dinner,5 186,20.9,3.5,Female,Yes,Sun,Dinner,3 187,30.46,2.0,Male,Yes,Sun,Dinner,5 188,18.15,3.5,Female,Yes,Sun,Dinner,3 189,23.1,4.0,Male,Yes,Sun,Dinner,3 190,15.69,1.5,Male,Yes,Sun,Dinner,2 191,19.81,4.19,Female,Yes,Thur,Lunch,2 192,28.44,2.56,Male,Yes,Thur,Lunch,2 193,15.48,2.02,Male,Yes,Thur,Lunch,2 194,16.58,4.0,Male,Yes,Thur,Lunch,2 195,7.56,1.44,Male,No,Thur,Lunch,2 196,10.34,2.0,Male,Yes,Thur,Lunch,2 197,43.11,5.0,Female,Yes,Thur,Lunch,4 198,13.0,2.0,Female,Yes,Thur,Lunch,2 199,13.51,2.0,Male,Yes,Thur,Lunch,2 200,18.71,4.0,Male,Yes,Thur,Lunch,3 201,12.74,2.01,Female,Yes,Thur,Lunch,2 202,13.0,2.0,Female,Yes,Thur,Lunch,2 203,16.4,2.5,Female,Yes,Thur,Lunch,2 204,20.53,4.0,Male,Yes,Thur,Lunch,4 205,16.47,3.23,Female,Yes,Thur,Lunch,3 206,26.59,3.41,Male,Yes,Sat,Dinner,3 207,38.73,3.0,Male,Yes,Sat,Dinner,4 208,24.27,2.03,Male,Yes,Sat,Dinner,2 209,12.76,2.23,Female,Yes,Sat,Dinner,2 210,30.06,2.0,Male,Yes,Sat,Dinner,3 211,25.89,5.16,Male,Yes,Sat,Dinner,4 212,48.33,9.0,Male,No,Sat,Dinner,4 213,13.27,2.5,Female,Yes,Sat,Dinner,2 214,28.17,6.5,Female,Yes,Sat,Dinner,3 215,12.9,1.1,Female,Yes,Sat,Dinner,2 216,28.15,3.0,Male,Yes,Sat,Dinner,5 217,11.59,1.5,Male,Yes,Sat,Dinner,2 218,7.74,1.44,Male,Yes,Sat,Dinner,2 219,30.14,3.09,Female,Yes,Sat,Dinner,4 220,12.16,2.2,Male,Yes,Fri,Lunch,2 221,13.42,3.48,Female,Yes,Fri,Lunch,2 222,8.58,1.92,Male,Yes,Fri,Lunch,1 223,15.98,3.0,Female,No,Fri,Lunch,3 224,13.42,1.58,Male,Yes,Fri,Lunch,2 225,16.27,2.5,Female,Yes,Fri,Lunch,2 226,10.09,2.0,Female,Yes,Fri,Lunch,2 227,20.45,3.0,Male,No,Sat,Dinner,4 228,13.28,2.72,Male,No,Sat,Dinner,2 229,22.12,2.88,Female,Yes,Sat,Dinner,2 230,24.01,2.0,Male,Yes,Sat,Dinner,4 231,15.69,3.0,Male,Yes,Sat,Dinner,3 232,11.61,3.39,Male,No,Sat,Dinner,2 233,10.77,1.47,Male,No,Sat,Dinner,2 234,15.53,3.0,Male,Yes,Sat,Dinner,2 235,10.07,1.25,Male,No,Sat,Dinner,2 236,12.6,1.0,Male,Yes,Sat,Dinner,2 237,32.83,1.17,Male,Yes,Sat,Dinner,2 238,35.83,4.67,Female,No,Sat,Dinner,3 239,29.03,5.92,Male,No,Sat,Dinner,3 240,27.18,2.0,Female,Yes,Sat,Dinner,2 241,22.67,2.0,Male,Yes,Sat,Dinner,2 242,17.82,1.75,Male,No,Sat,Dinner,2 243,18.78,3.0,Female,No,Thur,Dinner,2