The Messy Dataset (Branching Simulation)

This is an advanced workplace simulation featuring multiple decision paths, realistic consequences, AI coaching throughout, richer Career Passport™ evidence and advanced certification opportunities. Upgrade to Pro to unlock the full experience.

Clean a real, messy dataset with judgement — handling duplicates, outliers and missing values honestly and transparently, never just to make the chart look nice.