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In this tutorial, Parsa explains how to scrape data from a website into an Excel spreadsheet. Web scraping tools can help extract information presented inconveniently on websites, enabling users to utilize the data effectively. The example focuses on pulling business contact information from Yelp for fast-food restaurants in Toronto. The tool used for this task is ParseUp, a free and powerful web scraper. Viewers are instructed to download and install ParseUp from the official website before starting the data extraction process. The overarching goal is to gather contact details for an imaginary company that sells disposable dining products.