Why Statistically Accurate Charts Can Tell Opposite Stories
Simpson's Paradox reveals how combining datasets can completely reverse statistical conclusions, proving that two conflicting charts can both be mathematically correct. Understanding this hidden trap is essential for data scientists, analysts, and decision-makers who rely on aggregated metrics to understand complex trends and avoid misleading interpretations in their reporting.
Source: Towards Data Science