Chocolate Scraping with Beautiful Soup (Extended Project Scope)

Hi everyone, my name is Pablo and I’m seeking feedback about Chocolate Scraping with Beautiful Soup (Extended Project Scope).
I made this project pretty straightforward using pandas, numpy and BeautifulSoup libraries.

The project is an extension of the Codecademy end-module project about Web Scraping

Please let me know how my code looks like and how I can improve it.
Also, if there is a very interesting question I can add to the scope, let my know.
Thanks!

This is the link of my project on Github: