rownames,total_bill,tip,sex,smoker,day,time,size 1,16.99,1.01,Female,No,Sun,Dinner,2 2,10.34,1.66,Male,No,Sun,Dinner,3 3,21.01,3.5,Male,No,Sun,Dinner,3 4,23.68,3.31,Male,No,Sun,Dinner,2 5,24.59,3.61,Female,No,Sun,Dinner,4 6,25.29,4.71,Male,No,Sun,Dinner,4 7,8.77,2,Male,No,Sun,Dinner,2 8,26.88,3.12,Male,No,Sun,Dinner,4 9,15.04,1.96,Male,No,Sun,Dinner,2 10,14.78,3.23,Male,No,Sun,Dinner,2 11,10.27,1.71,Male,No,Sun,Dinner,2 12,35.26,5,Female,No,Sun,Dinner,4 13,15.42,1.57,Male,No,Sun,Dinner,2 14,18.43,3,Male,No,Sun,Dinner,4 15,14.83,3.02,Female,No,Sun,Dinner,2 16,21.58,3.92,Male,No,Sun,Dinner,2 17,10.33,1.67,Female,No,Sun,Dinner,3 18,16.29,3.71,Male,No,Sun,Dinner,3 19,16.97,3.5,Female,No,Sun,Dinner,3 20,20.65,3.35,Male,No,Sat,Dinner,3 21,17.92,4.08,Male,No,Sat,Dinner,2 22,20.29,2.75,Female,No,Sat,Dinner,2 23,15.77,2.23,Female,No,Sat,Dinner,2 24,39.42,7.58,Male,No,Sat,Dinner,4 25,19.82,3.18,Male,No,Sat,Dinner,2 26,17.81,2.34,Male,No,Sat,Dinner,4 27,13.37,2,Male,No,Sat,Dinner,2 28,12.69,2,Male,No,Sat,Dinner,2 29,21.7,4.3,Male,No,Sat,Dinner,2 30,19.65,3,Female,No,Sat,Dinner,2 31,9.55,1.45,Male,No,Sat,Dinner,2 32,18.35,2.5,Male,No,Sat,Dinner,4 33,15.06,3,Female,No,Sat,Dinner,2 34,20.69,2.45,Female,No,Sat,Dinner,4 35,17.78,3.27,Male,No,Sat,Dinner,2 36,24.06,3.6,Male,No,Sat,Dinner,3 37,16.31,2,Male,No,Sat,Dinner,3 38,16.93,3.07,Female,No,Sat,Dinner,3 39,18.69,2.31,Male,No,Sat,Dinner,3 40,31.27,5,Male,No,Sat,Dinner,3 41,16.04,2.24,Male,No,Sat,Dinner,3 42,17.46,2.54,Male,No,Sun,Dinner,2 43,13.94,3.06,Male,No,Sun,Dinner,2 44,9.68,1.32,Male,No,Sun,Dinner,2 45,30.4,5.6,Male,No,Sun,Dinner,4 46,18.29,3,Male,No,Sun,Dinner,2 47,22.23,5,Male,No,Sun,Dinner,2 48,32.4,6,Male,No,Sun,Dinner,4 49,28.55,2.05,Male,No,Sun,Dinner,3 50,18.04,3,Male,No,Sun,Dinner,2 51,12.54,2.5,Male,No,Sun,Dinner,2 52,10.29,2.6,Female,No,Sun,Dinner,2 53,34.81,5.2,Female,No,Sun,Dinner,4 54,9.94,1.56,Male,No,Sun,Dinner,2 55,25.56,4.34,Male,No,Sun,Dinner,4 56,19.49,3.51,Male,No,Sun,Dinner,2 57,38.01,3,Male,Yes,Sat,Dinner,4 58,26.41,1.5,Female,No,Sat,Dinner,2 59,11.24,1.76,Male,Yes,Sat,Dinner,2 60,48.27,6.73,Male,No,Sat,Dinner,4 61,20.29,3.21,Male,Yes,Sat,Dinner,2 62,13.81,2,Male,Yes,Sat,Dinner,2 63,11.02,1.98,Male,Yes,Sat,Dinner,2 64,18.29,3.76,Male,Yes,Sat,Dinner,4 65,17.59,2.64,Male,No,Sat,Dinner,3 66,20.08,3.15,Male,No,Sat,Dinner,3 67,16.45,2.47,Female,No,Sat,Dinner,2 68,3.07,1,Female,Yes,Sat,Dinner,1 69,20.23,2.01,Male,No,Sat,Dinner,2 70,15.01,2.09,Male,Yes,Sat,Dinner,2 71,12.02,1.97,Male,No,Sat,Dinner,2 72,17.07,3,Female,No,Sat,Dinner,3 73,26.86,3.14,Female,Yes,Sat,Dinner,2 74,25.28,5,Female,Yes,Sat,Dinner,2 75,14.73,2.2,Female,No,Sat,Dinner,2 76,10.51,1.25,Male,No,Sat,Dinner,2 77,17.92,3.08,Male,Yes,Sat,Dinner,2 78,27.2,4,Male,No,Thur,Lunch,4 79,22.76,3,Male,No,Thur,Lunch,2 80,17.29,2.71,Male,No,Thur,Lunch,2 81,19.44,3,Male,Yes,Thur,Lunch,2 82,16.66,3.4,Male,No,Thur,Lunch,2 83,10.07,1.83,Female,No,Thur,Lunch,1 84,32.68,5,Male,Yes,Thur,Lunch,2 85,15.98,2.03,Male,No,Thur,Lunch,2 86,34.83,5.17,Female,No,Thur,Lunch,4 87,13.03,2,Male,No,Thur,Lunch,2 88,18.28,4,Male,No,Thur,Lunch,2 89,24.71,5.85,Male,No,Thur,Lunch,2 90,21.16,3,Male,No,Thur,Lunch,2 91,28.97,3,Male,Yes,Fri,Dinner,2 92,22.49,3.5,Male,No,Fri,Dinner,2 93,5.75,1,Female,Yes,Fri,Dinner,2 94,16.32,4.3,Female,Yes,Fri,Dinner,2 95,22.75,3.25,Female,No,Fri,Dinner,2 96,40.17,4.73,Male,Yes,Fri,Dinner,4 97,27.28,4,Male,Yes,Fri,Dinner,2 98,12.03,1.5,Male,Yes,Fri,Dinner,2 99,21.01,3,Male,Yes,Fri,Dinner,2 100,12.46,1.5,Male,No,Fri,Dinner,2 101,11.35,2.5,Female,Yes,Fri,Dinner,2 102,15.38,3,Female,Yes,Fri,Dinner,2 103,44.3,2.5,Female,Yes,Sat,Dinner,3 104,22.42,3.48,Female,Yes,Sat,Dinner,2 105,20.92,4.08,Female,No,Sat,Dinner,2 106,15.36,1.64,Male,Yes,Sat,Dinner,2 107,20.49,4.06,Male,Yes,Sat,Dinner,2 108,25.21,4.29,Male,Yes,Sat,Dinner,2 109,18.24,3.76,Male,No,Sat,Dinner,2 110,14.31,4,Female,Yes,Sat,Dinner,2 111,14,3,Male,No,Sat,Dinner,2 112,7.25,1,Female,No,Sat,Dinner,1 113,38.07,4,Male,No,Sun,Dinner,3 114,23.95,2.55,Male,No,Sun,Dinner,2 115,25.71,4,Female,No,Sun,Dinner,3 116,17.31,3.5,Female,No,Sun,Dinner,2 117,29.93,5.07,Male,No,Sun,Dinner,4 118,10.65,1.5,Female,No,Thur,Lunch,2 119,12.43,1.8,Female,No,Thur,Lunch,2 120,24.08,2.92,Female,No,Thur,Lunch,4 121,11.69,2.31,Male,No,Thur,Lunch,2 122,13.42,1.68,Female,No,Thur,Lunch,2 123,14.26,2.5,Male,No,Thur,Lunch,2 124,15.95,2,Male,No,Thur,Lunch,2 125,12.48,2.52,Female,No,Thur,Lunch,2 126,29.8,4.2,Female,No,Thur,Lunch,6 127,8.52,1.48,Male,No,Thur,Lunch,2 128,14.52,2,Female,No,Thur,Lunch,2 129,11.38,2,Female,No,Thur,Lunch,2 130,22.82,2.18,Male,No,Thur,Lunch,3 131,19.08,1.5,Male,No,Thur,Lunch,2 132,20.27,2.83,Female,No,Thur,Lunch,2 133,11.17,1.5,Female,No,Thur,Lunch,2 134,12.26,2,Female,No,Thur,Lunch,2 135,18.26,3.25,Female,No,Thur,Lunch,2 136,8.51,1.25,Female,No,Thur,Lunch,2 137,10.33,2,Female,No,Thur,Lunch,2 138,14.15,2,Female,No,Thur,Lunch,2 139,16,2,Male,Yes,Thur,Lunch,2 140,13.16,2.75,Female,No,Thur,Lunch,2 141,17.47,3.5,Female,No,Thur,Lunch,2 142,34.3,6.7,Male,No,Thur,Lunch,6 143,41.19,5,Male,No,Thur,Lunch,5 144,27.05,5,Female,No,Thur,Lunch,6 145,16.43,2.3,Female,No,Thur,Lunch,2 146,8.35,1.5,Female,No,Thur,Lunch,2 147,18.64,1.36,Female,No,Thur,Lunch,3 148,11.87,1.63,Female,No,Thur,Lunch,2 149,9.78,1.73,Male,No,Thur,Lunch,2 150,7.51,2,Male,No,Thur,Lunch,2 151,14.07,2.5,Male,No,Sun,Dinner,2 152,13.13,2,Male,No,Sun,Dinner,2 153,17.26,2.74,Male,No,Sun,Dinner,3 154,24.55,2,Male,No,Sun,Dinner,4 155,19.77,2,Male,No,Sun,Dinner,4 156,29.85,5.14,Female,No,Sun,Dinner,5 157,48.17,5,Male,No,Sun,Dinner,6 158,25,3.75,Female,No,Sun,Dinner,4 159,13.39,2.61,Female,No,Sun,Dinner,2 160,16.49,2,Male,No,Sun,Dinner,4 161,21.5,3.5,Male,No,Sun,Dinner,4 162,12.66,2.5,Male,No,Sun,Dinner,2 163,16.21,2,Female,No,Sun,Dinner,3 164,13.81,2,Male,No,Sun,Dinner,2 165,17.51,3,Female,Yes,Sun,Dinner,2 166,24.52,3.48,Male,No,Sun,Dinner,3 167,20.76,2.24,Male,No,Sun,Dinner,2 168,31.71,4.5,Male,No,Sun,Dinner,4 169,10.59,1.61,Female,Yes,Sat,Dinner,2 170,10.63,2,Female,Yes,Sat,Dinner,2 171,50.81,10,Male,Yes,Sat,Dinner,3 172,15.81,3.16,Male,Yes,Sat,Dinner,2 173,7.25,5.15,Male,Yes,Sun,Dinner,2 174,31.85,3.18,Male,Yes,Sun,Dinner,2 175,16.82,4,Male,Yes,Sun,Dinner,2 176,32.9,3.11,Male,Yes,Sun,Dinner,2 177,17.89,2,Male,Yes,Sun,Dinner,2 178,14.48,2,Male,Yes,Sun,Dinner,2 179,9.6,4,Female,Yes,Sun,Dinner,2 180,34.63,3.55,Male,Yes,Sun,Dinner,2 181,34.65,3.68,Male,Yes,Sun,Dinner,4 182,23.33,5.65,Male,Yes,Sun,Dinner,2 183,45.35,3.5,Male,Yes,Sun,Dinner,3 184,23.17,6.5,Male,Yes,Sun,Dinner,4 185,40.55,3,Male,Yes,Sun,Dinner,2 186,20.69,5,Male,No,Sun,Dinner,5 187,20.9,3.5,Female,Yes,Sun,Dinner,3 188,30.46,2,Male,Yes,Sun,Dinner,5 189,18.15,3.5,Female,Yes,Sun,Dinner,3 190,23.1,4,Male,Yes,Sun,Dinner,3 191,15.69,1.5,Male,Yes,Sun,Dinner,2 192,19.81,4.19,Female,Yes,Thur,Lunch,2 193,28.44,2.56,Male,Yes,Thur,Lunch,2 194,15.48,2.02,Male,Yes,Thur,Lunch,2 195,16.58,4,Male,Yes,Thur,Lunch,2 196,7.56,1.44,Male,No,Thur,Lunch,2 197,10.34,2,Male,Yes,Thur,Lunch,2 198,43.11,5,Female,Yes,Thur,Lunch,4 199,13,2,Female,Yes,Thur,Lunch,2 200,13.51,2,Male,Yes,Thur,Lunch,2 201,18.71,4,Male,Yes,Thur,Lunch,3 202,12.74,2.01,Female,Yes,Thur,Lunch,2 203,13,2,Female,Yes,Thur,Lunch,2 204,16.4,2.5,Female,Yes,Thur,Lunch,2 205,20.53,4,Male,Yes,Thur,Lunch,4 206,16.47,3.23,Female,Yes,Thur,Lunch,3 207,26.59,3.41,Male,Yes,Sat,Dinner,3 208,38.73,3,Male,Yes,Sat,Dinner,4 209,24.27,2.03,Male,Yes,Sat,Dinner,2 210,12.76,2.23,Female,Yes,Sat,Dinner,2 211,30.06,2,Male,Yes,Sat,Dinner,3 212,25.89,5.16,Male,Yes,Sat,Dinner,4 213,48.33,9,Male,No,Sat,Dinner,4 214,13.27,2.5,Female,Yes,Sat,Dinner,2 215,28.17,6.5,Female,Yes,Sat,Dinner,3 216,12.9,1.1,Female,Yes,Sat,Dinner,2 217,28.15,3,Male,Yes,Sat,Dinner,5 218,11.59,1.5,Male,Yes,Sat,Dinner,2 219,7.74,1.44,Male,Yes,Sat,Dinner,2 220,30.14,3.09,Female,Yes,Sat,Dinner,4 221,12.16,2.2,Male,Yes,Fri,Lunch,2 222,13.42,3.48,Female,Yes,Fri,Lunch,2 223,8.58,1.92,Male,Yes,Fri,Lunch,1 224,15.98,3,Female,No,Fri,Lunch,3 225,13.42,1.58,Male,Yes,Fri,Lunch,2 226,16.27,2.5,Female,Yes,Fri,Lunch,2 227,10.09,2,Female,Yes,Fri,Lunch,2 228,20.45,3,Male,No,Sat,Dinner,4 229,13.28,2.72,Male,No,Sat,Dinner,2 230,22.12,2.88,Female,Yes,Sat,Dinner,2 231,24.01,2,Male,Yes,Sat,Dinner,4 232,15.69,3,Male,Yes,Sat,Dinner,3 233,11.61,3.39,Male,No,Sat,Dinner,2 234,10.77,1.47,Male,No,Sat,Dinner,2 235,15.53,3,Male,Yes,Sat,Dinner,2 236,10.07,1.25,Male,No,Sat,Dinner,2 237,12.6,1,Male,Yes,Sat,Dinner,2 238,32.83,1.17,Male,Yes,Sat,Dinner,2 239,35.83,4.67,Female,No,Sat,Dinner,3 240,29.03,5.92,Male,No,Sat,Dinner,3 241,27.18,2,Female,Yes,Sat,Dinner,2 242,22.67,2,Male,Yes,Sat,Dinner,2 243,17.82,1.75,Male,No,Sat,Dinner,2 244,18.78,3,Female,No,Thur,Dinner,2