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In this video tutorial, the presenter demonstrates the use of a function called clean names, which is used to modify column names when loading data into R. The example data set used is SpaceX launch data for 2020, loaded using the read TSV function. The purpose of clean names is to simplify working with column names that may be difficult to manipulate. This function is essential for easily selecting specific columns and overall data manipulation in R.