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In this video, Mark Davis from Optimum Technology Transfer introduces the Replace function in Excel, a key text or string function for data cleaning. He highlights his enthusiasm for text functions and mentions previous videos on similar topics. The tutorial focuses on standardizing order IDs consisting of two numbers, four characters, and three additional numbers. Davis aims to replace the varying four characters in these order IDs to achieve consistency.