The total revenue generated by the 20 soccer clubs participating in the Brazilian Championship Série A amounted to approximately 5.3 billion Brazilian reals in 2018 , of which almost 654 million Brazilian reals were generated by the soccer club Sociedade Esportiva Vasco da Gama based in the city of São Paulo .