The recommended practice is to have different passwords on different websites. But how do you remember all those passwords without storing them somewhere? The tricks is, you don’t. You remember a single strong password, and use a mechanism to generate other passwords from that.
This is not for securing government secrets, but should work for your twitter account.
Create a single very strong password
There are many ways to do this: http://xkcd.com/936/