The characteristic of much debating and conversation is primarily associated with Athens. Athens is well-known for its emphasis on democracy, philosophy, and open debate, fostering a culture of discussion and civic engagement. In contrast, Sparta was more focused on military training and discipline, with less emphasis on public debate or conversation. Therefore, the correct response would be:
Athens