Without knowing the number of coronavirus tests being administered, it is hard to interpret an increasing number of positive cases. COVID Tracking has the data, but I didn’t see anyone making visualizations.
It’s on a log scale on the left, and the positive rate is on the right. The graphs will be updated daily. All the states are available here.