Innovation is crucial for staying competitive in today's global economy. By studying how regions foster innovation, we can understand the factors that shape new ideas and products. The location of a company influences its innovation strategies, as interactions with other businesses in the area lead to unique patterns of innovation. This research explores how regional characteristics like history, culture, and politics impact the development of new technologies and processes.