TRUTH! My grandparents were Northern Italian, but they had the olive complexion. My mom has some of the fairest skin I've seen, and I inherited that.
Then I have my Sicilian boys. Some of them look and are mistaken for Mexican, some of them are light with dirty blonde hair and blue eyes. All kinds of factors come into play...location, background, etc. etc.