I ride in an area with lots of sand. You will need to clean the entire drive train to get rid of all the sand. If you clean just the chain, the sand in the cassette will get back on the clean chain.

I take the chain off and clean it. Then I take the cassette apart and clean the gears in a solvent tank. Then put it all back together. It's kind of a pain, but worth it in the long run.