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Venezuela was the team against which Luizão scored two goals in the 2002 World Cup qualifiers. Luizão, a Brazilian striker, played a crucial role in Brazil's qualification for the tournament, showcasing his goal-scoring prowess in the match against Venezuela. His goals contributed to Brazil's victory and ultimately their successful qualification for the 2002 World Cup.