In data analytics, numbers often guide decisions, but understanding what those numbers truly mean is equally important. Two commonly misunderstood concepts are statistical significance and practical significance. While they sound similar, they answer very different questions and serve different purposes in analysis. Many beginners focus only on statistical results without considering whether those results matter…