"total_bill" "tip" "sex" "smoker" "day" "time" "size" 16.99 1.01 "Female" "No" "Sun" "Dinner" 2 10.34 1.66 "Male" "No" "Sun" "Dinner" 3 21.01 3.5 "Male" "No" "Sun" "Dinner" 3 23.68 3.31 "Male" "No" "Sun" "Dinner" 2 24.59 3.61 "Female" "No" "Sun" "Dinner" 4 25.29 4.71 "Male" "No" "Sun" "Dinner" 4 8.77 2 "Male" "No" "Sun" "Dinner" 2 26.88 3.12 "Male" "No" "Sun" "Dinner" 4 15.04 1.96 "Male" "No" "Sun" "Dinner" 2 14.78 3.23 "Male" "No" "Sun" "Dinner" 2 10.27 1.71 "Male" "No" "Sun" "Dinner" 2 35.26 5 "Female" "No" "Sun" "Dinner" 4 15.42 1.57 "Male" "No" "Sun" "Dinner" 2 18.43 3 "Male" "No" "Sun" "Dinner" 4 14.83 3.02 "Female" "No" "Sun" "Dinner" 2 21.58 3.92 "Male" "No" "Sun" "Dinner" 2 10.33 1.67 "Female" "No" "Sun" "Dinner" 3 16.29 3.71 "Male" "No" "Sun" "Dinner" 3 16.97 3.5 "Female" "No" "Sun" "Dinner" 3 20.65 3.35 "Male" "No" "Sat" "Dinner" 3 17.92 4.08 "Male" "No" "Sat" "Dinner" 2 20.29 2.75 "Female" "No" "Sat" "Dinner" 2 15.77 2.23 "Female" "No" "Sat" "Dinner" 2 39.42 7.58 "Male" "No" "Sat" "Dinner" 4 19.82 3.18 "Male" "No" "Sat" "Dinner" 2 17.81 2.34 "Male" "No" "Sat" "Dinner" 4 13.37 2 "Male" "No" "Sat" "Dinner" 2 12.69 2 "Male" "No" "Sat" "Dinner" 2 21.7 4.3 "Male" "No" "Sat" "Dinner" 2 19.65 3 "Female" "No" "Sat" "Dinner" 2 9.55 1.45 "Male" "No" "Sat" "Dinner" 2 18.35 2.5 "Male" "No" "Sat" "Dinner" 4 15.06 3 "Female" "No" "Sat" "Dinner" 2 20.69 2.45 "Female" "No" "Sat" "Dinner" 4 17.78 3.27 "Male" "No" "Sat" "Dinner" 2 24.06 3.6 "Male" "No" "Sat" "Dinner" 3 16.31 2 "Male" "No" "Sat" "Dinner" 3 16.93 3.07 "Female" "No" "Sat" "Dinner" 3 18.69 2.31 "Male" "No" "Sat" "Dinner" 3 31.27 5 "Male" "No" "Sat" "Dinner" 3 16.04 2.24 "Male" "No" "Sat" "Dinner" 3 17.46 2.54 "Male" "No" "Sun" "Dinner" 2 13.94 3.06 "Male" "No" "Sun" "Dinner" 2 9.68 1.32 "Male" "No" "Sun" "Dinner" 2 30.4 5.6 "Male" "No" "Sun" "Dinner" 4 18.29 3 "Male" "No" "Sun" "Dinner" 2 22.23 5 "Male" "No" "Sun" "Dinner" 2 32.4 6 "Male" "No" "Sun" "Dinner" 4 28.55 2.05 "Male" "No" "Sun" "Dinner" 3 18.04 3 "Male" "No" "Sun" "Dinner" 2 12.54 2.5 "Male" "No" "Sun" "Dinner" 2 10.29 2.6 "Female" "No" "Sun" "Dinner" 2 34.81 5.2 "Female" "No" "Sun" "Dinner" 4 9.94 1.56 "Male" "No" "Sun" "Dinner" 2 25.56 4.34 "Male" "No" "Sun" "Dinner" 4 19.49 3.51 "Male" "No" "Sun" "Dinner" 2 38.01 3 "Male" "Yes" "Sat" "Dinner" 4 26.41 1.5 "Female" "No" "Sat" "Dinner" 2 11.24 1.76 "Male" "Yes" "Sat" "Dinner" 2 48.27 6.73 "Male" "No" "Sat" "Dinner" 4 20.29 3.21 "Male" "Yes" "Sat" "Dinner" 2 13.81 2 "Male" "Yes" "Sat" "Dinner" 2 11.02 1.98 "Male" "Yes" "Sat" "Dinner" 2 18.29 3.76 "Male" "Yes" "Sat" "Dinner" 4 17.59 2.64 "Male" "No" "Sat" "Dinner" 3 20.08 3.15 "Male" "No" "Sat" "Dinner" 3 16.45 2.47 "Female" "No" "Sat" "Dinner" 2 3.07 1 "Female" "Yes" "Sat" "Dinner" 1 20.23 2.01 "Male" "No" "Sat" "Dinner" 2 15.01 2.09 "Male" "Yes" "Sat" "Dinner" 2 12.02 1.97 "Male" "No" "Sat" "Dinner" 2 17.07 3 "Female" "No" "Sat" "Dinner" 3 26.86 3.14 "Female" "Yes" "Sat" "Dinner" 2 25.28 5 "Female" "Yes" "Sat" "Dinner" 2 14.73 2.2 "Female" "No" "Sat" "Dinner" 2 10.51 1.25 "Male" "No" "Sat" "Dinner" 2 17.92 3.08 "Male" "Yes" "Sat" "Dinner" 2 27.2 4 "Male" "No" "Thur" "Lunch" 4 22.76 3 "Male" "No" "Thur" "Lunch" 2 17.29 2.71 "Male" "No" "Thur" "Lunch" 2 19.44 3 "Male" "Yes" "Thur" "Lunch" 2 16.66 3.4 "Male" "No" "Thur" "Lunch" 2 10.07 1.83 "Female" "No" "Thur" "Lunch" 1 32.68 5 "Male" "Yes" "Thur" "Lunch" 2 15.98 2.03 "Male" "No" "Thur" "Lunch" 2 34.83 5.17 "Female" "No" "Thur" "Lunch" 4 13.03 2 "Male" "No" "Thur" "Lunch" 2 18.28 4 "Male" "No" "Thur" "Lunch" 2 24.71 5.85 "Male" "No" "Thur" "Lunch" 2 21.16 3 "Male" "No" "Thur" "Lunch" 2 28.97 3 "Male" "Yes" "Fri" "Dinner" 2 22.49 3.5 "Male" "No" "Fri" "Dinner" 2 5.75 1 "Female" "Yes" "Fri" "Dinner" 2 16.32 4.3 "Female" "Yes" "Fri" "Dinner" 2 22.75 3.25 "Female" "No" "Fri" "Dinner" 2 40.17 4.73 "Male" "Yes" "Fri" "Dinner" 4 27.28 4 "Male" "Yes" "Fri" "Dinner" 2 12.03 1.5 "Male" "Yes" "Fri" "Dinner" 2 21.01 3 "Male" "Yes" "Fri" "Dinner" 2 12.46 1.5 "Male" "No" "Fri" "Dinner" 2 11.35 2.5 "Female" "Yes" "Fri" "Dinner" 2 15.38 3 "Female" "Yes" "Fri" "Dinner" 2 44.3 2.5 "Female" "Yes" "Sat" "Dinner" 3 22.42 3.48 "Female" "Yes" "Sat" "Dinner" 2 20.92 4.08 "Female" "No" "Sat" "Dinner" 2 15.36 1.64 "Male" "Yes" "Sat" "Dinner" 2 20.49 4.06 "Male" "Yes" "Sat" "Dinner" 2 25.21 4.29 "Male" "Yes" "Sat" "Dinner" 2 18.24 3.76 "Male" "No" "Sat" "Dinner" 2 14.31 4 "Female" "Yes" "Sat" "Dinner" 2 14 3 "Male" "No" "Sat" "Dinner" 2 7.25 1 "Female" "No" "Sat" "Dinner" 1 38.07 4 "Male" "No" "Sun" "Dinner" 3 23.95 2.55 "Male" "No" "Sun" "Dinner" 2 25.71 4 "Female" "No" "Sun" "Dinner" 3 17.31 3.5 "Female" "No" "Sun" "Dinner" 2 29.93 5.07 "Male" "No" "Sun" "Dinner" 4 10.65 1.5 "Female" "No" "Thur" "Lunch" 2 12.43 1.8 "Female" "No" "Thur" "Lunch" 2 24.08 2.92 "Female" "No" "Thur" "Lunch" 4 11.69 2.31 "Male" "No" "Thur" "Lunch" 2 13.42 1.68 "Female" "No" "Thur" "Lunch" 2 14.26 2.5 "Male" "No" "Thur" "Lunch" 2 15.95 2 "Male" "No" "Thur" "Lunch" 2 12.48 2.52 "Female" "No" "Thur" "Lunch" 2 29.8 4.2 "Female" "No" "Thur" "Lunch" 6 8.52 1.48 "Male" "No" "Thur" "Lunch" 2 14.52 2 "Female" "No" "Thur" "Lunch" 2 11.38 2 "Female" "No" "Thur" "Lunch" 2 22.82 2.18 "Male" "No" "Thur" "Lunch" 3 19.08 1.5 "Male" "No" "Thur" "Lunch" 2 20.27 2.83 "Female" "No" "Thur" "Lunch" 2 11.17 1.5 "Female" "No" "Thur" "Lunch" 2 12.26 2 "Female" "No" "Thur" "Lunch" 2 18.26 3.25 "Female" "No" "Thur" "Lunch" 2 8.51 1.25 "Female" "No" "Thur" "Lunch" 2 10.33 2 "Female" "No" "Thur" "Lunch" 2 14.15 2 "Female" "No" "Thur" "Lunch" 2 16 2 "Male" "Yes" "Thur" "Lunch" 2 13.16 2.75 "Female" "No" "Thur" "Lunch" 2 17.47 3.5 "Female" "No" "Thur" "Lunch" 2 34.3 6.7 "Male" "No" "Thur" "Lunch" 6 41.19 5 "Male" "No" "Thur" "Lunch" 5 27.05 5 "Female" "No" "Thur" "Lunch" 6 16.43 2.3 "Female" "No" "Thur" "Lunch" 2 8.35 1.5 "Female" "No" "Thur" "Lunch" 2 18.64 1.36 "Female" "No" "Thur" "Lunch" 3 11.87 1.63 "Female" "No" "Thur" "Lunch" 2 9.78 1.73 "Male" "No" "Thur" "Lunch" 2 7.51 2 "Male" "No" "Thur" "Lunch" 2 14.07 2.5 "Male" "No" "Sun" "Dinner" 2 13.13 2 "Male" "No" "Sun" "Dinner" 2 17.26 2.74 "Male" "No" "Sun" "Dinner" 3 24.55 2 "Male" "No" "Sun" "Dinner" 4 19.77 2 "Male" "No" "Sun" "Dinner" 4 29.85 5.14 "Female" "No" "Sun" "Dinner" 5 48.17 5 "Male" "No" "Sun" "Dinner" 6 25 3.75 "Female" "No" "Sun" "Dinner" 4 13.39 2.61 "Female" "No" "Sun" "Dinner" 2 16.49 2 "Male" "No" "Sun" "Dinner" 4 21.5 3.5 "Male" "No" "Sun" "Dinner" 4 12.66 2.5 "Male" "No" "Sun" "Dinner" 2 16.21 2 "Female" "No" "Sun" "Dinner" 3 13.81 2 "Male" "No" "Sun" "Dinner" 2 17.51 3 "Female" "Yes" "Sun" "Dinner" 2 24.52 3.48 "Male" "No" "Sun" "Dinner" 3 20.76 2.24 "Male" "No" "Sun" "Dinner" 2 31.71 4.5 "Male" "No" "Sun" "Dinner" 4 10.59 1.61 "Female" "Yes" "Sat" "Dinner" 2 10.63 2 "Female" "Yes" "Sat" "Dinner" 2 50.81 10 "Male" "Yes" "Sat" "Dinner" 3 15.81 3.16 "Male" "Yes" "Sat" "Dinner" 2 7.25 5.15 "Male" "Yes" "Sun" "Dinner" 2 31.85 3.18 "Male" "Yes" "Sun" "Dinner" 2 16.82 4 "Male" "Yes" "Sun" "Dinner" 2 32.9 3.11 "Male" "Yes" "Sun" "Dinner" 2 17.89 2 "Male" "Yes" "Sun" "Dinner" 2 14.48 2 "Male" "Yes" "Sun" "Dinner" 2 9.6 4 "Female" "Yes" "Sun" "Dinner" 2 34.63 3.55 "Male" "Yes" "Sun" "Dinner" 2 34.65 3.68 "Male" "Yes" "Sun" "Dinner" 4 23.33 5.65 "Male" "Yes" "Sun" "Dinner" 2 45.35 3.5 "Male" "Yes" "Sun" "Dinner" 3 23.17 6.5 "Male" "Yes" "Sun" "Dinner" 4 40.55 3 "Male" "Yes" "Sun" "Dinner" 2 20.69 5 "Male" "No" "Sun" "Dinner" 5 20.9 3.5 "Female" "Yes" "Sun" "Dinner" 3 30.46 2 "Male" "Yes" "Sun" "Dinner" 5 18.15 3.5 "Female" "Yes" "Sun" "Dinner" 3 23.1 4 "Male" "Yes" "Sun" "Dinner" 3 15.69 1.5 "Male" "Yes" "Sun" "Dinner" 2 19.81 4.19 "Female" "Yes" "Thur" "Lunch" 2 28.44 2.56 "Male" "Yes" "Thur" "Lunch" 2 15.48 2.02 "Male" "Yes" "Thur" "Lunch" 2 16.58 4 "Male" "Yes" "Thur" "Lunch" 2 7.56 1.44 "Male" "No" "Thur" "Lunch" 2 10.34 2 "Male" "Yes" "Thur" "Lunch" 2 43.11 5 "Female" "Yes" "Thur" "Lunch" 4 13 2 "Female" "Yes" "Thur" "Lunch" 2 13.51 2 "Male" "Yes" "Thur" "Lunch" 2 18.71 4 "Male" "Yes" "Thur" "Lunch" 3 12.74 2.01 "Female" "Yes" "Thur" "Lunch" 2 13 2 "Female" "Yes" "Thur" "Lunch" 2 16.4 2.5 "Female" "Yes" "Thur" "Lunch" 2 20.53 4 "Male" "Yes" "Thur" "Lunch" 4 16.47 3.23 "Female" "Yes" "Thur" "Lunch" 3 26.59 3.41 "Male" "Yes" "Sat" "Dinner" 3 38.73 3 "Male" "Yes" "Sat" "Dinner" 4 24.27 2.03 "Male" "Yes" "Sat" "Dinner" 2 12.76 2.23 "Female" "Yes" "Sat" "Dinner" 2 30.06 2 "Male" "Yes" "Sat" "Dinner" 3 25.89 5.16 "Male" "Yes" "Sat" "Dinner" 4 48.33 9 "Male" "No" "Sat" "Dinner" 4 13.27 2.5 "Female" "Yes" "Sat" "Dinner" 2 28.17 6.5 "Female" "Yes" "Sat" "Dinner" 3 12.9 1.1 "Female" "Yes" "Sat" "Dinner" 2 28.15 3 "Male" "Yes" "Sat" "Dinner" 5 11.59 1.5 "Male" "Yes" "Sat" "Dinner" 2 7.74 1.44 "Male" "Yes" "Sat" "Dinner" 2 30.14 3.09 "Female" "Yes" "Sat" "Dinner" 4 12.16 2.2 "Male" "Yes" "Fri" "Lunch" 2 13.42 3.48 "Female" "Yes" "Fri" "Lunch" 2 8.58 1.92 "Male" "Yes" "Fri" "Lunch" 1 15.98 3 "Female" "No" "Fri" "Lunch" 3 13.42 1.58 "Male" "Yes" "Fri" "Lunch" 2 16.27 2.5 "Female" "Yes" "Fri" "Lunch" 2 10.09 2 "Female" "Yes" "Fri" "Lunch" 2 20.45 3 "Male" "No" "Sat" "Dinner" 4 13.28 2.72 "Male" "No" "Sat" "Dinner" 2 22.12 2.88 "Female" "Yes" "Sat" "Dinner" 2 24.01 2 "Male" "Yes" "Sat" "Dinner" 4 15.69 3 "Male" "Yes" "Sat" "Dinner" 3 11.61 3.39 "Male" "No" "Sat" "Dinner" 2 10.77 1.47 "Male" "No" "Sat" "Dinner" 2 15.53 3 "Male" "Yes" "Sat" "Dinner" 2 10.07 1.25 "Male" "No" "Sat" "Dinner" 2 12.6 1 "Male" "Yes" "Sat" "Dinner" 2 32.83 1.17 "Male" "Yes" "Sat" "Dinner" 2 35.83 4.67 "Female" "No" "Sat" "Dinner" 3 29.03 5.92 "Male" "No" "Sat" "Dinner" 3 27.18 2 "Female" "Yes" "Sat" "Dinner" 2 22.67 2 "Male" "Yes" "Sat" "Dinner" 2 17.82 1.75 "Male" "No" "Sat" "Dinner" 2 18.78 3 "Female" "No" "Thur" "Dinner" 2