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In this video tutorial, Mark Davis introduces the replace function in Excel, focusing on text or string functions for data cleaning. He explains how to standardize order IDs with a consistent format, consisting of two numbers, four characters, and three numbers. The replace function is used to achieve this standardization. Text or string functions are highlighted as essential tools for tidying up data.