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In this tutorial, Parsa explains how to scrape data from a website into an Excel spreadsheet, specifically focusing on extracting business contact information from Yelp. The importance of web scraping tools is highlighted for transforming inconveniently presented web data into a usable format. For this demonstration, Parsa uses ParseHub, a free and powerful web scraper. The example involves extracting contact details for every fast-food restaurant in Toronto, with the context of an imaginary company that supplies napkins, paper plates, and other food-related items. Viewers are advised to download and install ParseHub from its website before starting the project.