It happened just before 5:30 a.m. Sunday near Templeton Street and North Eastern Avenue.
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When officers arrived, they found two men - described only as men in their 30s - dead at the scene.
"I was home, I came outside and the body was right over here on the (ground)," said one neighborhood resident. "Then I looked across the street and there was another body right there."
It's unclear what led up to the shooting and information regarding a suspect or suspects was not available.
Friends of one of the victims described him as a married father.
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Anyone with information is urged to contact police.