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