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In this video tutorial, you will learn how to address the issue of a column name change in a data source causing a query to break in Power BI. The tutorial demonstrates what happens when the header for the revenues column changes from "total revenues week 43" to "total revenues week 44" in an excel file with three columns - country, department, and revenues. When attempting to refresh the data in Power BI after the header change, errors occur due to steps in the query referencing the previous header name. This tutorial provides a solution to handle such scenarios and avoid query breaks when column names change.