The U.S. Census has tons of data, but sometimes it can be hard to get at what you want. John Transue writes, regarding the goal of getting racial composition of U.S. counties:
This Firefox extension is incredibly useful for grabbing data from many links on the same page [convenient if you want to get files for all 50 states at once].
The data came from this Census page.
Yair used this page.