Difficulty: Medium

Average Score: 73%

What is an outcome of the reporting step of data cleansing?

Rationale

Helps build trust in the overall project.

The reporting step of data cleansing is crucial for establishing transparency and reliability in the data handling process. By documenting the methods and findings, stakeholders can have confidence in the integrity of the data, which is essential for informed decision-making.

A (Chronologically documents how the data set evolved during the project) YOUR ANSWER

While documentation of the data's evolution is important, it primarily serves as a record of changes rather than a direct outcome that builds trust. This aspect is more about tracking the process rather than fostering confidence in the data's reliability or the project's integrity.

C (Tracks changes, additions, and deletions involved in data cleaning) YOUR ANSWER

Tracking changes is a function of the reporting process, but it does not directly contribute to building trust. Instead, it focuses on the technical aspects of data modification, which may not resonate with stakeholders seeking assurance about the data's quality and usability.

D (Ensures the data collected and cleansed will address the original purpose) YOUR ANSWER

Ensuring data relevance to the original purpose is a goal of data cleansing, but it is not a direct outcome of the reporting step. This aspect relates more to the effectiveness of the cleansing process rather than the trust-building achieved through comprehensive reporting to stakeholders.

Conclusion

The reporting step in data cleansing plays a vital role in building trust among stakeholders by providing transparency and accountability. While tracking changes and documenting data evolution are important, they serve a different purpose. Ultimately, the effectiveness of a data cleansing project hinges on stakeholders' confidence in the data's integrity, which is bolstered by thorough and clear reporting.

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