In the realm of Six Sigma, achieving process improvement hinges on gathering accurate and representative data. Implementing effective sampling methods is paramount to guaranteeing this objective. A well-defined information gathering strategy allows for optimized data procurement, minimizing bias and maximizing the accuracy of insights gained. With