Research preview

The National Park Service’s “Fat Bear Week” voting event this spring attracted far more participants than its online platform could handle, forcing organizers to extend the opening round. The surge illustrates how sudden spikes in user traffic can create measurable market‑like dynamics. For quantitative traders, the episode offers a vivid case study of demand shocks, capacity constraints, and the importance of modeling non‑linear responses. 1. The voting surge as an exogenous shock The voting platform was designed for a modest, steady flow of votes. When the event went viral, the arrival rate of voters jumped from a baseline of a few hundred per hour to several thousand per minute. In...