Portefolio Data Science Beginner Project

hello everyone,
I’m currently learning data science with python.
Therefore, I just achieved my first portefolio project.
Consequently, someone would agree to review my code ?
I need feedback for my code and approach problem solving, please.

You can find the source codes linked to this post.
Thank you !

PS : Please forgive me for my poor english, I’am not an english native speaker.

Python First data science project

Hello, we are on the same career path. I would love to help you