While claiming to be "data-driven," educators are incredibly sloppy with their collection, analysis, management, and reporting of data. Their sloppiness derives from blind acceptance that tests measure what they proportion (and other unchallengeable assumptions), their reliance on single measures, and their lack of sophistication in analysis. Statisticians have created tools to help us understand large data sets. Let’s insist they start using those tools.