Update: the graph now has a description
The beauty of mathematics is that if you think hard enough, you can apply it to nearly anything. And this especially goes for parking spaces.
Here's one awesome way to lay this out:
It turns out by assuming equal car lengths and non-overlapping parking (apparently this needs to be laid out clearly) or other clearly defined assumptions, numerous mathematicians have done some pretty complicated mathematics (even using ideas from theoretical gas models) to understand the distribution of the distances between cars. Some scientists have even gathered empirical data on this, by examining parked cars in London. And equations can indeed be constructed that fit what we see in the real world:
Ultimately, there is a lot of math that can be, and has been, applied to this problem. And maybe it has some policy implications for urban planners. But even if not, rest assured: math can explain many more aspects of society than you ever thought possible.
Top image: Chelsea Oakes/Flickr/CC