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One of the most widely used applications of regular expressions is search and replace. Capturing groups allow for more powerful search and replace capabilities by allowing users to reference matched patterns in replacement text. This feature enables more flexible data sanitization and reformatting. The concept of capturing groups is straightforward and can be demonstrated with examples, such as in the file noisy numbers dot txt. You can find instructions in the video description on how to access this file, which contains mostly ten-digit numbers with some exceptions.