We know that the numbers are being futz with to make things look less bad. They've artificially low, and have been since the data has been redirected through the White House, and the expressed political beliefs of the resident there. In particular, by playing with the number of tests being run.
Longer explanation here (not mine): http://martinhillortiz.blogspot.com/2020/08/coronavirus-case...