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can I say it like this: There was a great difference between A and B for more than 40 percent.
Is the use of the "for" appropriate with "difference", if it's not please correct it
Thanks
Not quite. Try:
There was a great difference between A and B, of more than 40 percent.
A and B differ greatly, by more than 40 percent.