Question 4What is the process of tracking changes, additions, deletions, and errors during data cleaning? 1 pointCatalogingDocumentationRecordingObservation

Analyzing the Question

To determine the suitable option related to the process of tracking changes, additions, deletions, and errors during data cleaning, we need to assess the provided choices: Cataloging, Documentation, Recording, and Observation.

Relevant Concepts

1. Cataloging: Organizing data but does not inherently track changes.
2. Documentation: Recording the processes and changes made during data handling.
3. Recording: Capturing data inputs but is not specific about changes over time.
4. Observation: Simply noting changes as they occur but lacks systematic tracking.

Analysis

• Documentation is the most comprehensive option. It involves writing down what changes were made, what data was cleaned, and any deletions or errors identified during the data cleaning process. Proper documentation enhances accountability and transparency, providing a clear trail of the data's transformation.

• Other options, while applicable in varying contexts within data management, do not specifically address the systematic nature of tracking all modifications effectively and comprehensively.

Verify and Summarize

Considering the functions of each choice, Documentation emerges as the correct choice because it encapsulates the overall process of systematically recording changes during data cleaning.

Final Answer

Documentation is the process of tracking changes, additions, deletions, and errors during data cleaning.