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Competency 1 assessment part 1 datcb565

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1 Competency 1 Assessment: Part 1 Analysis of Pasta R Us’, Inc. University of Phoenix DATCB/565 Data Analysis and Business Analytics November 17, 2021 2 Part 1: Descriptive Statistics Analysis Pasta R Us’, Inc. Pasta R Us’, Inc. has gathered data on its 74 current restaurants to gauge its financial performance, and help management make informed decisions on its current and future improvements for their restaurants. The following table below (Table 1) shows the descriptive analysis of the data collected – including the count, mean, standard deviation, skewness, 5number summary, and interquartile (IRQ) range of each of the variables: square feet, average spending, sales growth, loyalty card % of net sales, annual sales per square feet, median household income, median age, percentage with bachelor’s degree, and annual sales per square foot. Table 1 Square Feet Per Person Average Spending Sales Growth Over Previous Year (%) Loyalty Card % Annual Sales of Net Sales Per Sq Ft SqFt Count 74 Mean 2580.47297 Sample Standard Deviation 374.919031 Skewness 0.52717084 Min 1251 1st Quartile 2400 Median 2500 3rd Quartile 2735.25 Max 3799 IQR 335.25 Sales/Person 74 7.04 0.2972611 0.903631503 6.54 6.825 7.00 7.1775 7.97 0.3525 SalesGrowth% 74 7.41 6.624730322 0.493747471 -8.31 3.98 7.03 11.4225 28.81 7.4425 LoyaltyCard% Sales/SqFt 74 74 2.03 420.31 0.552370812 137.2395233 -0.756891114 1.23589655 0.29 178.56 1.8575 332.845 2.08 396.01 2.325 483.5625 3.38 987.12 0.4675 150. ...
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