The only meaning of Peculiar that I have ever known is Odd, Strange, Unusual, Weird, and Unexpected. So, I went to google.com and looked it up.
Another meaning, and completely the antithesis of odd and unusual is Belonging exclusively to. When something belongs exclusively, it is no longer odd or unusual. Does anyone else find that peculiar about Peculiar?