@chris1974 I'm from Germany and this doesn't really apply to Germany. The largest cities are not neccesarily the most innovative - most innovation comes from university towns or the seats of large car manufacturers. It's also common to have very small innovative niche companies in rural or suburban areas, Germany as a whole is very spread out.