About one in five graph readers categorically misinterpreted bar graphs that depicted averages. "These readers sketched all, or nearly all, of the data points below the average," said Wilmer.

They settled on the negative-weight shortest-paths problem and invited Aaron Bernstein of Rutgers University to join them. Christian Wulff-Nilsen was looking for an ambitious problem to tackle with ...