Deloitte University Press:

More than one-third of the 141 companies in the Americas, Europe, and Asia Pacific that grew to a valuation of greater than $1 billion between 2010 and 2015 were located in the Bay Area, a striking testament to the area’s ability to accelerate commercial success. Perhaps for this reason, 61 percent of companies with innovation centers have a presence in Silicon Valley.