Innovation is a tough element to measure. It is a very strong asset to have in the business world, and businesses will do anything to get it. Innovation is a key component in technological advancement. It is difficult to determine what factors affect a particular areas innovation level. In this study, population density and other variables were examined in order to determine their affect on patent production in different cities and towns. Though population is a strong factor in regional innovation, there are other determining factors as well.