With this program, you would be able to scrap Retaurants data from Google Maps using Google Geo Location API. Unfortunately, the API provided reached at it's capacity. So, it didn't worked out with that. I couldn't test the program. That's why I am submitting as far as I could do.
I used "Google Colab Pro" to run this code.