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In this video tutorial, Mark Davis from Optimum Technology Transfer introduces the use of the replace function in Excel. He demonstrates how to use text or string functions to clean up and standardize data, focusing on order IDs comprised of two numbers, four characters, and three additional numbers. By applying the replace function, the varying four characters can be replaced to standardize the order IDs. Davis highlights the importance of text functions for data organization and provides practical examples in this tutorial.