Therefore, I endeavored to build a multi-page web application using Dash. This article goes into the nitty, gritty details of my efforts and how I overcame several technical challenges. I should note that I come from a data scientist perspective and make no claims to be a software developer. Hence, there certainly is room for improvement in my code and I would welcome the reader’s suggestions. At the same time, I hope the reader can benefit from my efforts if they need to build complex dashboards and data tables.