Many US agencies generate their own data and statistics. In addition to the links below, there are more than one hundred federal agencies with statistical programs (provided by University of Maryland).
Statistical sources covering a wide range of topics such as: population, economic conditions, education, health, labor, crime, agriculture, and the environment. More resources on population data can be found in the US Census Guide.