Police released surveillance video of the March 21 shooting on Monday.
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According to police, shots were fired around 10:15 p.m. that night at the West Mill Creek Playground on the 5000 block of Reno Street in West Philadelphia.
Police say several people were armed and at least three fired guns.
Authorities are also searching for a white SUV, possibly an Infiniti JX35, that was captured leaving the scene.
Residents who live nearby say the shooting is merely a symptom of a larger problem.
"They have no sense of respect and that causes a lot of problems," said Akin Ivory, who lives nearby.
Bucka Green, who lives across the street, says she hit the deck as soon as she heard the hail of gunfire.
"I got on the floor because I didn't know if it could reach through my window. So, I got on the floor and everyone was gone when I did get up," said Green.
People from within the community say the saddest part is that these acts of violence usually start as a simple misunderstanding.
"It's troublemaking because there's people who are going against each other who were once friends and homies and they were shooting at each other because of something someone might have said," said Davard Smith.
There were no reported injuries in the shooting.
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Anyone with information should contact police at 215-686-3183.