The average unemployment rate in 2005 and 2006 was 5.1% and 4.6%respectively. This data is maintained by the Bureau of Labor Statistics at http://www.bls.gov/. Specifically, you can see the annual data here: http://www.bls.gov/cps/home.htm#annual.