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Summary week 2 Apply Signature Assignment Statistical Report.docx DAT/565 Apply: Signature Assignment: Statistical Report DAT/565: Data Analysis and Business Analytics Section 1: Scope and Descriptive Statistics Pastas R Us, Inc thought of creating a loyal$7.49
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Summary week 2 Apply Signature Assignment Statistical Report.docx DAT/565 Apply: Signature Assignment: Statistical Report DAT/565: Data Analysis and Business Analytics Section 1: Scope and Descriptive Statistics Pastas R Us, Inc thought of creating a loyal
week 2 Apply Signature Assignment Statistical R DAT/565 Apply: Signature Assignment: Statistical Report DAT/565: Data Analysis and Business Analytics Section 1: Scope and Descriptive Statistics Pastas R Us, Inc thought of creating a loyalty card to incentivize customers to return more often ...
week 2 apply signature assignment statistical reportdocx dat565 apply signature assignment statistical report dat565 data analysis and business analytics section 1 scope and descriptive s
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DAT/565
Apply: Signature Assignment: Statistical Report
DAT/565: Data Analysis and Business Analytics
Section 1: Scope and Descriptive Statistics
Pastas R Us, Inc thought of creating a loyalty card to incentivize customers to return more
often to their establishments. Their marketing plan aimed at rolling out a loyalty card strategy to
increase sales. "Under this program, customers present their loyalty card when paying for their
orders and receive some free food after making 10 purchases." Looking through the different
variables, the company wants to analyze to see if their marketing plan is doing what it was put in
place to do. This paper will go over the different relationships between the variables to see
which items have the most significant impact on the company.
The variables observed are the following: sales per person, sales growth, Loyalty Card,
square feet, Sales/SqFt., median income, Bachelor's degree, median age, and Annual sales. The
Database variables are the same size. The main variables analyzed in this case include the
Sales/SqFt, the Sales Growth, Loyalty Card, the Median Age, Bachelor's Degree, and the
determined Annual Sales.
The scatter plots and regression analysis equation of the various combinations was
completed. The analysis results show that the bachelor’s degree is increasingly positive on the
sales/SqFt. The Medium income does not affect the Sales/SqFt, along the loyalty card is harming
the growth of the sales as the years move along the scatter plots and the regression equations seen
below. Moreover, the mean, standard deviation, skew, 5-number summary, and interquartile
range for each variable were determined using SPSS, and the result tabulated.
, Section 2: Analysis
“BachDeg %” versus “Sales/SqFt”
This graph presents an increasing positive relationship. As the bachelor’s degree % increases
the sales/sqft will increase.
“MedIncome” versus “Sales/SqFt”
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