Its interesting, I've always been asked what the 'official' definition of Silicon Valley is, or if some specific city is 'in' Silicon Valley or out. Like say, Redwood City.
By looking at this map here, https://s3-us-west-1.amazonaws.com/plume-minimal/index.html# you can easily tell by wether the city has a Superfund site.