Francisco Chavez, 39, is charged with home invasion, aggravated sexual abuse and attempted assault.
Police were trying to make an "investigative stop" involving another car before the crash.
The incident occurred after officers saw shots fired, police said.
The victims include two 15-year-old boys and a 17-year-old girl.
The incident occurred in the 1200 block of North Clybourn Avenue around 12:46 a.m.
The incident occurred at 6:34 p.m. in the 4700 block of West West End Avenue, police said.
Divers pulled the man out of the water shortly after 2 a.m. Saturday, police said.
The new video shows hundreds of people partying in the middle of a residential street late Sunday.
The incident occurred Tuesday at 10 a.m. at the Garfield stop, according to police.
The 12-year-old girl was stabbed to death in Uptown earlier this month.
Near North Side police say they will step up DUI enforcement during an action-packed summer weekend.
David Purnell was acquitted of all charges after being arrested Jan. 1, 2014.
Lyen was slated to perform atop a Pride float Sunday, but he lost his entire costume in the blaze.
Donovan was on his way with his family to get Christmas haircuts in December 2013 when he was killed.
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