Question 1What objectives can be achieved by documenting the evolution of a dataset? Select all that apply.1 pointRecover data-cleaning errorsCommunicate data insights to stakeholdersDetermine the quality of the dataInform other users of changes
Question
Question 1What objectives can be achieved by documenting the evolution of a dataset? Select all that apply.1 pointRecover data-cleaning errorsCommunicate data insights to stakeholdersDetermine the quality of the dataInform other users of changes
Solution
The objectives that can be achieved by documenting the evolution of a dataset include:
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Recover data-cleaning errors: By documenting the evolution of a dataset, you can track the changes made during the data cleaning process. This can help in identifying and rectifying any errors that may have occurred during this process.
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Determine the quality of the data: Documentation can provide insights into the quality of the data. It can help in identifying any inconsistencies, missing values, or outliers in the data.
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Inform other users of changes: By documenting the changes made to a dataset, you can keep other users informed about the current state of the data. This can be particularly useful in collaborative environments where multiple users are working with the same dataset.
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Communicate data insights to stakeholders: Documentation can also serve as a means of communicating insights derived from the data to stakeholders. It can provide a clear and concise summary of the findings, making it easier for stakeholders to understand the results.
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