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I've had issues with ArcMap not recognizing the full data set when the number of records in a single table is very large. I manually "force" ArcMap to recognize the size of the data set I want to join to by opening the table and clicking on the Move to end of table button. See this graphic: As you can see I was working with nearly half a million ...

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