How to decide on a great start up idea?

Its been some time now since I have been looking for some start up idea, Wells that's just for fun and a few extra bucks.

Recently I came across this amazing essay by Paul Graham. http://paulgraham.com/startupideas.html
Read through if you are wondering how to start up too.