Police say the shots were fired as the passenger left a party early Monday morning on Jefferson Avenue in the Bedford-Stuyvesant section.
The 64-year-old driver was struck in the back, while the 20-year-old passenger was struck in the leg.
The injuries were not believed to be life-threatening.
There was no immediate word of any arrests.
Investigators are working to determine what led to the gunfire.
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