Data Journalism Beyond the Central Limit Theorem: Why Skewed Distributions Break Traditional Confidence Intervals—and How Bootstrapping Fights Back September 20, 2026 Asro Executive Summary: The Illusion of Normality in Statistical Analysis In the world of applied statistics, few concepts are as foundational—or as frequently misunderstood—as the Central Limit Theorem (CLT). Generations of…