Seasonality isn't really understood at all by epidemiologists, so it's probably best to confine discussion of it to the places where it's clearly visible, which is mostly the northern hemisphere indeed.

> With Brazil being on the equator and mostly south of it

Brazil is a huge country. The city in question is a long way south of the equator, it's near the tropic of Capricorn.