> That is both a large sample size,

It doesn't matter how large your sample size is if your sampling method is biased. This could be measuring market share gain/loss in different segments of a steady employment environment.

> disregarding the entire report as noise

Studies with bad / non public sampling methods should be, at a minimum, treated with great skepticism. Why would that not apply here?