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