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In this video tutorial, Matt Johnson demonstrates how to quickly clean up a list of URLs by filtering out all information except for the domain names ending in ".com". By using the find and replace function (Ctrl + H) and entering ".com*" in the search bar, he eliminates any additional content following the domain names. This method efficiently removes unwanted information, saving time and ensuring a concise list of desired URLs.