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 data collection strategy allows for effective data procurement, minimizing bias and maximizing the relevance of insights gained. Within Si