Scraping Zomato Data
Zomato is a worldwide restaurant aggregator that offers an official API you can use to scrape pubilc data about restaurants, menu items, prices, reviews & more - for free! Simply register for an API key and you can make up to 1,000 API calls per day.
Getting Started
Once you have your Zomato API Key, you can use the endpoints here to quickly gather bulk data in CSV format about restaurants in your area (or any area for that matter) without having to write any code.