why does gatsby throws such lavish parties
Gatsby really is a mystery, but not such a mystery as people make himout to be. The parties have nothing to do with Gatsby himself. Hedoesn't care if he attends and usually can't be found. The parties are astatement.
Gatsby throws such lavish and expensive parties because he wants people to know his name, but more importantly, he wants Daisy to know him.