You are in charge of marketing for a fast casual restaurant chain. Fortunately, your restaurants have been able to remain in operation during the pandemic. All of your locations have drive-through windows and you already offered local delivery in a five mile radius. You have been tasked with determining the impact of COVID19 recovery on unit sales for your 350 locations. The dataset "2021 Sales" has information on Q2 sales for each unit. The variables are: Competition Index An index that measures how much competition surrounds each unit. The scale is such that 50 is average, anything less than 50 means less than average competition, and anything above 50 means more than average competition. Population: The number of people that live within a 5 mile radius of the unit. Affluence: An index that measures how much affluente surrounds each unit. The scale is such that 50 is average, anything less than 50 means less than average affluence, and anything above 50 means more than average affluente. PreviousSales: $ Sales of each unit in Q2 of 2020. Open: Whether or not all COVID related restrictions had been lifted by the end of Q2 2021 in that area (1=Fully Open, 0=Restrictions Still in Place). BrandRecognumber which represents the percent of people in the area of the unit that list your restaurant in unaided brand awareness studies (e.g. 42 would mean that 42% of people list your restaurant in unaided brand awareness studies). CurrentSales: $ Sales of each unit in Q2 of 2021. Please use this information to answer the following questions. 1. Please examine the distributions and correlations to select the best answer for the following questions (Ignore UnitNumber as its is just a unit id): We can easily see that reopening has negatively impacted sales as they Answer 1 are down since the same quarter last year. Which variable has the highest correlation with Q2 2021 sales? Answer 2 Based on the correlations alone, it appears as though units with better Answer 3 brand recognition have higher current sales. Answer 4 Which variable is clearly not normally distributed? What is the Median level of unaided brand recognition