Because it's far easier to live in the US without papers. It's much more difficult to do that in Europe.
Sometimes, Brazilians in US are categorized as Latinos but in reality, outside Boston and maybe Florida, there isn’t that expressive Brazilian communities in the USA.
Protip: Go to Carioca in Astoria or Copacabana on 39th Ave. Holy shit Brazilians can cook.