Which statement best describes the post-cleaning verification requirement?

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Multiple Choice

Which statement best describes the post-cleaning verification requirement?

Post-cleaning verification focuses on confirming that the cleaned data are trustworthy for use. It means checking that the results are accurate relative to expected values and that the data remain consistent and reliable for downstream analysis or decision-making. While perfection is rarely achievable, the goal is to ensure the data are correct and dependable after cleaning. This isn’t about encryption or security, nor about whether the data are ready to be released to the public. Those are separate concerns. So the statement that best describes the post-cleaning verification requirement is that it is accurate and reliable after cleaning.

Post-cleaning verification focuses on confirming that the cleaned data are trustworthy for use. It means checking that the results are accurate relative to expected values and that the data remain consistent and reliable for downstream analysis or decision-making. While perfection is rarely achievable, the goal is to ensure the data are correct and dependable after cleaning. This isn’t about encryption or security, nor about whether the data are ready to be released to the public. Those are separate concerns. So the statement that best describes the post-cleaning verification requirement is that it is accurate and reliable after cleaning.

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