Despite early indications of an economic slowdown, newly released data revisions show that North Carolina’s unemployment rate improved continuously through 2013 and 2014. This article explains what labor market watchers can learn from these new data and provides some helpful tips for how to avoid getting caught off-guard by future data revisions.