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The video tutorial covers how to use a function called clean names in R when loading data. The example dataset used is SpaceX launch data for 2020, obtained by using the read TSP function for tab-separated values. The clean names function is essential for making column names more manageable and easier to work with, as demonstrated in the tutorial. This function helps streamline data selection and manipulation tasks, improving overall data analysis efficiency.