If you need to scrape business data in bulk from LinkedIn business profiles, you can extract it without any coding knowledge by using the LinkedIn Company Extractor.
LinkedIn Profile Extractor requires no coding, simply point and click on the profile of interest and LinkedIn Email Extractor will extract them into your dataset. For more details, please read this article.
A Google Maps Data Extractor can find all the businesses listed on Google Maps that are related to restaurants from your targeted place in few minutes.