Police said the collapse happened as the people were watching Saturday's game between Uruguay and Korea.
A police official said there may still be people trapped in the rubble of the building in Matam, in northern Senegal.
Football is eagerly followed in the West African nation, and the streets of the capital, Dakar, were thronged with revellers after Ghana triumphed over the US by 2-1 in a later match.
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