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Local experts said a similar mass beaching of whales had occurred at the same spot some 30 years ago. Some residents had fallen ill after eating meat from the dead whales.
They had no precise explanation for the mass stranding.
"It's like a collective suicide. Even when you push them out, they still keep coming back," said Ali Haidar, president of the Oceanium marine conservation organization in Dakar.