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Police were called to Norwood Gardens in the early hours after residents complained three youths were setting off fireworks.
Officers headed to the carpark behind Lidl at 6.30am.
One resident said the group had been letting off fireworks near fences and houses across a busy main road since 5am.
Police said they carried a search of the area but no one was located.