big data;data lake;data warehouse;e-commerce 1. Introduction In the world of empowered consumers, electronic commerce (e-commerce) is continuously growing because of the benefits it provides to consumers and businesses. During the COVID-19 pandemic, e-commerce grew significantly grew, adding more...