French race for direct qualification in champions league

Hello,

Welcome to this third football post. For better visibility, I advise you to look at my posts on a computer (for the size but also because the colors differ on a phone that has a dark theme like me. If the theme is light, only the size makes it difficult to read).

No "tutorial" this time, just a data visualization I made and wanted to share.
It concerns the French championship and the fight between Marseille and Lens for direct qualification for the Champions League.

This year, the end of the championship is very interesting because it may see Lens finish in this famous second place (qualifying place). Which was very unlikely at the start of the season because it is a club that has recently joined Ligue 1.

I let you discover the graphs to understand why we are perhaps about to live a very special moment!

Thanks for reading ! I hope it was clear and you liked it.

You will find the code below by clicking the github link button.

If you have any questions or remarks, I invite you to create an account (it's free) to write a comment, or simply to be notified of a new post in the future !

See you soon for new content 👋

Edit: Lens finally qualified!