Just four days from the election, polls are showing that incumbent candidate Dilma Rousseff of the Workers' Party has regained the lead with around 40%, with Silva, of the Socialist Party, falling behind to around 25% after being neck-and-neck with Rousseff just two weeks ago.

Third in the race is Aécio Neves of the Brazilian Social Democracy Party, with around 20%.

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