This company wants to know the store performance month over month, and year over year. They are also interested in the product performance too. I worked on this data and brought insights from it which is vital for business decision making.

This Project explored the Electric Vehicle Population Dataset. This dataset is about electric vehicles in Washington, I analyzed it to find out the consumer preferences between the Battery Electric Vehicle (BEV) and the Plug-in Hybrid Electric Vehicle (PHEV), the cause of the user preferences and also made recommendations on how to reduce the causes of the user preferences.

This work is about a bike-sharing company that has two types of users: Members and casual users. They want to maximize their annual membership and also determine how two types of users behave differently.

This capstone project analyzes smart device usage data to gain insights into consumer behavior, focusing on non-Bellabeat smart devices. The goal is to inform Bellabeat's marketing strategy and guide product improvements, encouraging increased physical activity, better sleep habits, and reduced sedentary behavior among users.