"","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