In the realm of Six Sigma, achieving process improvement hinges on gathering accurate and representative data. Employing effective sampling methods is paramount to ensuring this objective. A well-defined sampling strategy allows for optimized data collection, minimizing bias and maximizing the relevance of insights gained. Within Six Sigma, variou