Here is yet another facet of COVID for some people.
I've been wondering about this. So many people argue that the vast majority of people have mild symptoms and get over it quickly. If that's the case, why are there more than a million active cases in the U.S? In the past month, there have been about 700,000 new confirmed cases. That means at least 400,000 people who had active cases a month ago are still active. Why is recovery taking so long?
On the plus side, it appears that active cases in the U.S. may have finally peaked, and are starting to decline.
Some more interesting results on population density. I thought there would be a better correlation of density with case rate for cities, which have a more homogenously distributed population than states. The problem is that case data for most cities do not seem to be readily available. Most reporting is done at the county level.
So I compared population density of counties associated with the fifty largest U.S. cities with their case rate. The correlation was really poor. Why? Maybe because cities differ widely in the size and population density of the county surrounding them? Anyway, just for the hell of it, I compared county case rate with the population density just in the city within that county. Bingo. There's a very high correlation, 0.57 for case rate, and 0.59 for death rate. IOW, the high population density of cities seems to drive the case rate in the entire surrounding area--even though a minority of people reside in that city.
Why? The This makes sense when you consider that many people who live in the county outside the city still go into the city to work there, not only spending a large fraction of their time there, but probably interacting with other people more frequently than back home outside the city. Many other people outside the city go there to shop or for other purposes, again interacting with more people than back home. So from the point of view of spreading the virus, the people who live outside the city in the county in effect are residents of the city.
This also supports the notion that most cases result from clusters, where one infected people infects multiple others. Clusters like this are much more likely to occur in the city than in the county outside it.