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Power BI Query
The ideal state is everything before it gets to power BI has the right name. If you don't do all the name change at the end, if you go back and refactor something, I think it could be personal preference. But from a performance standpoint, the when you load data into a power query, the first thing you should be doing is figuring out how to cut that data.