That's true and here are more statistics with direct links to the federal government sources. These are several tables combined into one large table.
The U.S. Department of Justice administers two statistical programs to measure the magnitude, nature, and impact of crime in the nation: the Uniform Crime Reporting (UCR) Program and the National Crime Victimization Survey (NCVS)
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FBIsee FR thread for other tables and sources