Yelp ratings project feedback

Hi!

I would appreciate feedback for my Yelp regression project.

Note: my work is in a new Jupyter notebook for my answer as it is visible to the public, I remove non significant variables(features) and the project also does not include last excercise that asks to predict y given a number of x-values.

Here is the link to the project https://github.com/Noorahaapa/Yelprestaurantratings/blob/master/Yelpratings.ipynb