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In this video tutorial, the narrator discusses the issue of dealing with broken queries in Power BI when a column name in the data source changes. They demonstrate a scenario where a column name changes from "Total Revenues Week 43" to "Total Revenues Week 44" in an Excel file with three columns. The narrator shows how to handle this situation by refreshing the data and encountering an error due to steps that are referring to the specific column name. The tutorial aims to help viewers improve their Power BI skills and work efficiently with changing data sources.