A random thought here…
San Francisco = New York City (Manhattan)| in terms of the central hub in west/east, financial and corporate presence, high rise apartments
San Jose (South Bay) = Philadelphia | in terms of specialized industries, lead in Information Age (semiconductor) & lead in Industrial Age
Los Angeles + San Diego = Orlando + Miami + Key west | In terms of weather, travel and entertainment industries, life styles
So California is a semi-country.