The data reflects the number of crimes per 100,000 residents.

The FBI released new data and it shows that there was a 4.1 percent increase in violent crimes across American from 2015 to 2016.

Surprisingly, in 2016, Minneapolis ranked 23rd overall, just ahead of the murder capital of the U.S., Chicago.

The data says there were 1,109 violent crimes per 100,000 Minneapolis residents in 2016, compared to Chicago's 1,106 per 100,000.

The FBI classifies violent crimes as murder, non-negligent manslaughter, rape, robbery, and aggravated assault.

Chicago had a reported 765 murders in 2016 compared to 35 in Minneapolis, but Minneapolis' reported rapes were more than double the national average and robberies were nearly four times higher than the average.

Minneapolis rapes: 109 per 100,000

National average rapes: 40 per 100,000

Minneapolis robberies: 442 per 100,000

National average robberies: 103 per 100,000

Nationally, the FBI reports that 2016's violent crimes were 12.3 percent lower than the 2007 level.

Here are the top 25 most violent cities from 2016, as ranked by CBS.