Statistics Analysis: Pastas R Us Data – DAT/565: Data Analysis And Business Analytics
Complete the following on the Data tab of the Pastas R Us data file (attached with this assignment):
Calculate “Annual Sales” for each restaurant. Annual Sales is the result of multiplying a restaurant’s “SqFt.” by “Sales/SqFt.” The first value has been provided for you.
Calculate the mean, standard deviation, skew, 5-number summary, and interquartile range (IQR) for each of the variables. The formulas and the first results have been provided for you.
Create a boxplot (sometimes referred to as a box and whisker chart) for the “Annual Sales” variable.
Create a histogram for the “Sales/SqFt” variable.
Respond to the following questions on the Questions tab of the Pastas R Us data file:
Does the annual sales boxplot look symmetric?
Would you prefer the IQR instead of the standard deviation to describe the dispersion of the annual sales variable? If so, why?
Does the histogram show that the sales per square foot distribution is symmetric?
If the sales per square foot distribution is not symmetric, what is the skew?
If there are any outliers, which one(s)? What is the “SqFt” area of the outlier(s)?
Is the outlier(s) smaller or larger than the average restaurant in the data? What can you conclude from this observation?
What measure of central tendency may be more appropriate to describe “Sales/SqFt”? Why?
Submit your assignment.
Assignment Support
Review “Create a Histogram” from Microsoft 365 Support to learn how to create a histogram in Microsoft Excel.
Review “Create a Box and Whisker Chart” from Microsoft 365 Support to learn how to create a box plot in Microsoft Excel.
Watch the selections from “Mastering Basic Charts and Graphs” from LinkedIn Learning in this week’s learning activities to see how to create histograms and box and whisker charts in Excel.
Watch “Excel Quick Tips” from LinkedIn Learning in this week’s learning activities to get answers to common questions about working with data in Excel.
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