, innovation output and skill composition for German regions by conducting an Exploratory Space-Time Data Analysis (ESTDA). Beside … variables. Overall, we find strong clustering tendencies for the demographic variables and innovation that constitute a great … among regions that may further reinforce the observed innovation divide in the future. …