I'm sorry, but I don't think you're arguing in good faith here. "Per capita" means "per head", i. e. per person. That means that any population growth due to immigration is already factored in.
If you click on the little question mark, you'll also learn that inflation is also factored in already:
"Aggregates are based on constant 2010 U.S. dollars."