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Hello!
I am getting some $Syn plus $Syn upon bringing in some data. I want to keep the $Syn keys created for the columns named the same across the tables but unsure if the $Syn plus $Syn are needed.

Thank you in advance for your discussion!
That many synthetic keys indicate serious problems in your data model. Consider changing the data model to eliminate most synthetic keys.