Insightful Visualization of the Hidden Communities on Reddit

"There's a sort of fractal property to these graphs—when we set the limit for significance low enough, the graph is fully connected. When it's too high, we get nearly no edges. But as the level of significance gets lower, big communities break into smaller, more tightly related subcommunities that break up even more."