COVID-19 geographic differences

The media reports of national COVID-19 statistics mask the substantial and continuing variations among regions. The virus doesn't care about geography, but we need to understand geographic differences if it is to be contained. 
Are there geographical differences in the spread of COVID-19? Does a region's "culture" contribute to the pandemic or simply the population density? Good questions. Let's take a look.