In the realm of Six Sigma, achieving process improvement hinges on gathering accurate and representative data. Utilizing effective sampling methods is paramount to securing this objective. A well-defined data collection strategy allows for optimized data collection, minimizing bias and maximizing the relevance of Sampling Methods in Six Sigma insig