This article gives a poly-temporal view of of the current cases in the US from March to Nov. 15.
https://apple.news/AqoNvsw1_QFi82UAjxJyizQ

Data takes time to compile, and if you have garbage in, you get garbage out. I would add 10-15% to current case counts to get a valuable reference to where were are at this point in time.