The fans of Brazil’s national soccer team are commonly called Brazilian supporters or simply Brazil fans. The team itself is often nicknamed the Seleção , and its fanbase is usually referred to in that context.

If you meant a specific club in Brazil, the most famous large fanbases are often called by club nicknames like Mengão for Flamengo or Timão for Corinthians.