Whether-website-or-Mobile-App

Analysed given data set of an ecommerce company. What should they more prefer to improve whether website or mobile app for public attraction.

Getting the Data

Worked with the Ecommerce Customers csv file from the company. It has Customer info, suchas Email, Address, and their color Avatar. Then it also has numerical value columns:

-> Avg. Session Length: Average session of in-store style advice sessions.

-> Time on App: Average time spent on App in minutes

-> Time on Website: Average time spent on Website in minutes

-> Length of Membership: How many years the customer has been a member.

Comparing Time on Website and Yearly Amount Spent columns :-

Comparing Time on App and Yearly Amount Spent columns :-

Comparing Time on App and Length of Membership columns :-

Linear model plot of Yearly Amount Spent vs. Length of Membership :-

Scatterplot of the Real Test values vs. the Predicted values :-