Most of the work on the ARPAnet was happening in California. Between defense contractors (one of the 'goal' clients), the number of universities (Stanford, USC, UCB, Etc.), primary contractors (SRI, BBN, Etc), and the relative low cost of slinging wires long distances through the central valley to try out protocols over long distances, it got more investment early on.