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Data seems to indicate that

Athere is no consistent relationship between trade and budget deficits.
Btrade and budget deficits decrease when the president is a​ Republican, and increase when the president is a Democrat.
Cbudget and trade deficits generally move in the same direction.
Dbudget and trade deficits generally move in the opposite direction.