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Raphinha represented Brazil at youth levels. He played for the Brazil under-17 team at the 2015 FIFA U-17 World Cup in Chile, where he scored one goal in four matches. He also played for the Brazil under-20 team at the 2017 FIFA U-20 World Cup in South Korea, where he scored one goal in three matches.