Questions: A car rental company is interested in improving the customer experience. A data professional fixes typos and inaccuracies from a dataset containing feedback and ratings. They also verify and share their data-cleaning procedures with stakeholders. What step of the data analysis process does this scenario describe? Analyze Prepare Process Ask

A car rental company is interested in improving the customer experience. A data professional fixes typos and inaccuracies from a dataset containing feedback and ratings. They also verify and share their data-cleaning procedures with stakeholders. What step of the data analysis process does this scenario describe? Analyze Prepare Process Ask
Transcript text: 7. A car rental company is interested in improving the customer experience. A data professional fixes typos and inaccuracies from a dataset containing feedback and ratings. They also verify and share their data-cleaning procedures with stakeholders. What step of the data analysis process does this scenario describe? Analyze Prepare Process Ask
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Solution

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The answer is "Process."

Explanation for each option:

  • Analyze: This step involves examining the cleaned data to extract insights, identify patterns, or make decisions. It is not about cleaning or preparing the data, so this option is incorrect.

  • Prepare: This step typically involves gathering and organizing data, but not necessarily cleaning it. It is more about ensuring that the data is ready for analysis, so this option is not the best fit for the scenario described.

  • Process: This step involves cleaning the data, fixing typos, correcting inaccuracies, and ensuring the data is accurate and ready for analysis. The scenario describes activities that are part of the data processing step, making this the correct answer.

  • Ask: This step involves defining the questions or problems that need to be addressed through data analysis. It is the initial step in the data analysis process and does not involve data cleaning, so this option is incorrect.

In summary, the scenario describes the "Process" step of the data analysis process, where data is cleaned and prepared for further analysis.

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