Part 6/8:
Upon establishing this broader network, I turned my attention to community detection—a pivotal aspect of network theory. By applying the Louvain method, I identified distinct communities within the YouTube ecosystem, allowing for a closer examination of the unique cluster of interests each community represents. For example, a community predominated by terms like "gaming" and "retro" contrasted sharply with another focused on "science" and "physics."
This segmentation illuminates that our identity as YouTube viewers is not restricted to one genre but rather a blend of multiple interests that might seem disparate at first glance. Whether you find joy in gaming, science, fashion, or art, all these threads come together to form our collective narrative within this expansive digital world.