The rapper promoted the block party on social media and featured an appearance from Grammy-winning rapper Drake.
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Those in attendance told Eyewitness News that close to 5,000 people showed up for the party.
"We had a great time," Lonnie Ross said.
At one point during the event, a huge amount of police were called to the scene for precautionary reasons. Last year, a shooting erupted in a similar event.
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