A small fictitious business case in which a linear regression was used to find out what effect the given features have on the label "Yearly_Amount_Spent". The project is based on this scenario:
Congratulations, you have received your first order with an ecommerce company from New York. This company sells clothes online but also offers clothing and style advice in shops. Customers can come into the shop, consult with a stylist and then buy the clothes they want via app or website. The company is in the process of deciding whether to focus on the app or the website. Your job is to support them in this decision. Let's go!