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The Np chart, which monitors the number of nonconforming items in a sample, offers several advantages. It provides a clear visual representation of process stability and variation over time, making it easy to identify trends and shifts. Additionally, it is particularly useful for processes where the sample size remains constant, allowing for straightforward interpretation of data. Furthermore, the Np chart is effective in quality control scenarios, helping organizations to maintain product consistency and improve overall quality.

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