I am building a website (probably with the GeoPlaces template), and I'd like to fill the website with as many restaurants as possible (US restaurants first). I'm not sure if this will require a WebCrawler or if there is an API to a yellow page listing type website that might do the trick. I'd also like to include as many photos and meta information, such as restaurant website and price range (like there is on Yelp).
I would like to be able to reproduce your results, so sharing your method and code is appreciated. I'm constructing the website tonight, and I will update this listing with details as I figure things out. Thank you.
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Dear customer we can try using YELP Dataset at [url removed, login to view] I never used it before but I think it is quite easy just register your application and call the API. Regards Armando