This site here breaks it down into percentage and ratio, which is what I, myself, have been paying attention to. Sure, the big numbers are impressive, but the rate of infection is a better indicator of how good, or bad, a particular county is. To get the ratio and percent, for those who haven't seen it yet, zoom the map and click on the specific county.
https://infection2020.com/