Big & Large

Big:
generally describes something huge than average size (big fish).
successful or powerful (a big person).
older (big brother).
something important (big deal, big decision).

Large:
quantity words. For example, we would say "a large amount", "a large proportion", "a large percentage of", and "a large area".