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In this video tutorial, the presenter, Bunsen, demonstrates ten ways to clean data in Excel, specifically focusing on removing extra spaces in text. The example shows four different ways of writing "welcome to Trump Excel" with various space configurations. The Trim function is recommended to eliminate leading and trailing spaces, with the example using cell reference A1. This function effectively cleans the data by removing any additional spaces present in the text.