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In this video tutorial, the presenter demonstrates how to replace the data source on an existing dashboard in Tableau Professional Edition version 10 without any impact. Using a sample dataset to visualize profit palacios in a trend analysis, the process involves establishing a new data connection and selecting the Muse(s) to replace the existing data source. It is important to ensure that the new data has the same schema as the previous one. The video concludes with a reminder to like and subscribe for more informational videos.