I had read that the virus thrives in the 40 to 50 degree range so NYC and Boston this time of year are a factor.
So...if you were evil and seeking power and wanted to target NYC to shut down the economy the right virus must be spread with expert timing to take advantage of chinese new year spreading and those perfect temperatures around NYC.