Likewise, we've spent a ton of valuable time graphing and mining data from all over our stack; it's only natural that after that, we care about how we present that data. Like typography, it's hard because it's an arduous hunt for the aesthetics hidden behind information. But this hunt is what makes us human.
That's why we design beautiful graphs, just like we'd design a beautiful typeface. Not because we are GitHubbers, nor because we are designers, but because we are humans.
Life is too short to stare at ugly graphs. And yes, you should feel bad.
PS: we have no project managers at GitHub.