This is our last case study.
Here we have to help John in creating a data driven process for selecting a location for new stores.
John is a finance analytics manager at Steet Retailers, SBA retailers own several grocery stores all
across the country.
And each year they expand their presence by opening some more stores.
John's been invest a large amount of time and effort in selecting the site for new grocery stores.
Now, John wants to make use of the latest skills he has recently acquired to make this process data
driven.
He's thinking of using past data to create a linear regression model to predict new store valuation
and sales.
Now, let's look at the past data that is available to John, and after that we will create a model
to predict the valuation using that data.