Wait, what evidence is there that the virus was spreading in August 2019? From a quick Google search, this source [0] published not long ago claims they think earliest it could possibly have been was mid-October of 2019.
It spread in the fall of 2019, which is late September, October, November, and December. That would put it in line with spreading in the US in December.