These resources provide a wide range of extensive statistics and are good starting points. Most of them are searchable by keyword.
US Bureau of Economic Analysis from the US Department of Commerce
FRASER includes current and historic economic statistics from the Federal Reserve Archive
US Census Bureau Economic Indicators key economic indicators both historic and contemporary
Bureau of Labor Statistics - browse state and national data