The completed Bitumen Effect case shows that the analytical choice of series matters. The useful discipline is to preserve the official definition, pair comparable series, and explain what changes when a dominant input is treated differently.

Evidence rule

Any quantitative claim on Yatify remains tied to its source dataset, project or documented public release.