Thanks for sharing your really cool project with the Community! Everything looks perfect: amazing visualizations (I liked also the combination of colors that you chose for your graphs), the project itself is very organized and well-structured, with all the necessary links and emphasizing. Also, very detailed and informative background context to the problem, as well as the conclusion. Well done indeed!
Some minor suggestions from my side:
- You might consider dropping some obvious code comments like # Imports, # Read in the datasets, # Show the datasets.
- What were the warnings that you had before in the project? were they really not crucial? Well, I became curious about it exactly after your comment to that code line
- It’s better to use a uniform quote mark style for all the string data in the code.
- In the introduction, you mentioned an article with a long name and created a link to it. I would suggest you, since the name of the article is quite long, to limit the link text to “this article” instead of its real name.
- It’s better to use
plt.show() to avoid an unnecessary information in the output.
Great job your project! Waiting for another one next month then