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The tutorial demonstrates how to count and remove URLs from Twitter data using regular expressions. The process involves identifying and extracting URLs with expressions like HTTP, FTP, and SSH. The goal is to efficiently manage and analyze data containing web addresses, enabling users to streamline their content analysis on social media platforms like Twitter.