The United States government produces a large amount of data. A list of agencies that compile statistics can be found here.
Crime Reports (FBI)
Bureau of Labor Statistics
U.S. Census Data
National Center for Health Statistics
National Center for Education Statistics
Bureau of Transportation Statistics
Pew Research Center