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Search efforts started about 1.40pm at Company Bay and continued up to Broad Bay. Five boats - three inflatable rescue boats, the harbourmaster and the coastguard - were on the water.
A police spokeswoman said nothing out of the ordinary had been located and search efforts concluded about 3.30pm.