The Dismal Scientist! is an excellent source for both national and state level data.
F.R.E.D. Database system from the Federal Reserve Bank of Saint Louis is a good source for time series data on the US economy.
Economic Chart Dispenser is a very useful resource to obtain time series data on several variables, for the United States. It allows you to plot charts and also obtain the raw data set.