See below
Day Customers
| Purchase | Purchase | ||||
| Revenue | Cost | Day Avg. Rev. per purchase | Day Avg. Cost per purchase | ||
| 27.50 | 20.89 | 28.34 | 21.25 | ||
| 30.22 | 22.90 | Day Avg. Profit per purchase | |||
| 34.99 | 27.40 | 7.09 | |||
| 18.08 | 13.53 | ||||
| 34.48 | 25.32 | ||||
| 25.55 | 17.17 | ||||
| 19.77 | 15.49 | ||||
| 25.13 | 18.11 | ||||
| 26.16 | 21.91 | ||||
| 29.67 | 22.75 | ||||
| 27.37 | 22.03 | ||||
| 35.71 | 26.61 | ||||
| 28.07 | 20.31 | ||||
| 38.86 | 26.51 | ||||
| 40.88 | 33.39 | ||||
| 37.31 | 26.83 | ||||
| 31.69 | 26.89 | ||||
| 38.59 | 25.51 | ||||
| 26.38 | 20.55 | ||||
| 27.09 | 18.66 | ||||
| 21.78 | 14.93 | ||||
| 21.39 | 15.38 | ||||
| 28.84 | 19.96 | ||||
| 27.39 | 22.24 | ||||
| 20.29 | 14.72 | ||||
| 16.11 | 11.41 | ||||
| 22.60 | 19.23 | ||||
| 32.79 | 22.50 | ||||
| 33.37 | 26.00 | ||||
| 22.14 | 18.31 |
Evening Customers
| Purchase | Purchase | ||||
| Revenue | Cost | Night Avg. Rev. per purchase | Night Avg. Cost per purchase | ||
| 35.29 | 29.00 | 30.52 | 23.25 | ||
| 29.66 | 22.20 | Night Avg. Profit per purchase | |||
| 30.87 | 21.01 | 7.27 | |||
| 31.40 | 25.60 | ||||
| 25.95 | 21.95 | ||||
| 28.69 | 19.42 | ||||
| 28.82 | 22.89 | ||||
| 29.92 | 20.07 | ||||
| 30.15 | 22.39 | ||||
| 27.89 | 19.99 | ||||
| 31.30 | 25.63 | ||||
| 33.44 | 26.51 | ||||
| 27.49 | 22.36 | ||||
| 29.91 | 22.26 | ||||
| 47.78 | 34.08 | ||||
| 32.43 | 25.81 | ||||
| 25.20 | 16.86 | ||||
| 32.99 | 23.54 | ||||
| 21.90 | 16.19 | ||||
| 42.19 | 31.88 | ||||
| 28.48 | 22.12 | ||||
| 39.20 | 33.09 | ||||
| 28.52 | 19.76 | ||||
| 32.15 | 23.24 | ||||
| 30.81 | 23.79 | ||||
| 32.61 | 22.68 | ||||
| 25.29 | 21.51 | ||||
| 26.07 | 20.27 | ||||
| 19.35 | 16.50 | ||||
| 29.90 | 25.07 |
All Customers
| Purchase | Purchase | ||||
| Revenue | Cost | Total Avg. Rev. per purchase | Total Avg. Cost per purchase | ||
| 27.50 | 20.89 | 29.43 | 22.25 | ||
| 30.22 | 22.90 | Total Avg. Profit per purchase | |||
| 34.99 | 27.40 | 7.18 | |||
| 18.08 | 13.53 | ||||
| 34.48 | 25.32 | ||||
| 25.55 | 17.17 | ||||
| 19.77 | 15.49 | ||||
| 25.13 | 18.11 | ||||
| 26.16 | 21.91 | ||||
| 29.67 | 22.75 | ||||
| 27.37 | 22.03 | ||||
| 35.71 | 26.61 | ||||
| 28.07 | 20.31 | ||||
| 38.86 | 26.51 | ||||
| 40.88 | 33.39 | ||||
| 37.31 | 26.83 | ||||
| 31.69 | 26.89 | ||||
| 38.59 | 25.51 | ||||
| 26.38 | 20.55 | ||||
| 27.09 | 18.66 | ||||
| 21.78 | 14.93 | ||||
| 21.39 | 15.38 | ||||
| 28.84 | 19.96 | ||||
| 27.39 | 22.24 | ||||
| 20.29 | 14.72 | ||||
| 16.11 | 11.41 | ||||
| 22.60 | 19.23 | ||||
| 32.79 | 22.50 | ||||
| 33.37 | 26.00 | ||||
| 22.14 | 18.31 | ||||
| 35.29 | 29.00 | ||||
| 29.66 | 22.20 | ||||
| 30.87 | 21.01 | ||||
| 31.40 | 25.60 | ||||
| 25.95 | 21.95 | ||||
| 28.69 | 19.42 | ||||
| 28.82 | 22.89 | ||||
| 29.92 | 20.07 | ||||
| 30.15 | 22.39 | ||||
| 27.89 | 19.99 | ||||
| 31.30 | 25.63 | ||||
| 33.44 | 26.51 | ||||
| 27.49 | 22.36 | ||||
| 29.91 | 22.26 | ||||
| 47.78 | 34.08 | ||||
| 32.43 | 25.81 | ||||
| 25.20 | 16.86 | ||||
| 32.99 | 23.54 | ||||
| 21.90 | 16.19 | ||||
| 42.19 | 31.88 | ||||
| 28.48 | 22.12 | ||||
| 39.20 | 33.09 | ||||
| 28.52 | 19.76 | ||||
| 32.15 | 23.24 | ||||
| 30.81 | 23.79 | ||||
| 32.61 | 22.68 | ||||
| 25.29 | 21.51 | ||||
| 26.07 | 20.27 | ||||
| 19.35 | 16.50 | ||||
| 29.90 | 25.07 |
All Customers
Purchase Rev. - Purchase Cost
Regresssion Analysis
| SUMMARY OUTPUT | ||||||||
| Regression Statistics | ||||||||
| Multiple R | 0.9350650832 | |||||||
| R Square | 0.8743467099 | |||||||
| Adjusted R Square | 0.8721422662 | |||||||
| Standard Error | 1.722875922 | |||||||
| Observations | 59 | |||||||
| ANOVA | ||||||||
| df | SS | MS | F | Significance F | ||||
| Regression | 1 | 1177.3149914471 | 1177.3149914471 | 396.6291881952 | 2.38045244930437E-27 | |||
| Residual | 57 | 169.193182221 | 2.9683014425 | |||||
| Total | 58 | 1346.5081736681 | ||||||
| Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | Lower 95.0% | Upper 95.0% | |
| Intercept | 0.684796684 | 1.1070142103 | 0.6185979165 | 0.5386455781 | -1.531961035 | 2.901554403 | -1.531961035 | 2.901554403 |
| 27.4988392043 | 0.7327497372 | 0.036792842 | 19.9155514158 | 2.38045244930433E-27 | 0.6590733419 | 0.8064261325 | 0.6590733419 | 0.8064261325 |