In a data pipeline, you have identified a potential issue with data quality that could impact the accuracy of the results. You have access to a set of data profiling tools and techniques. Which of the following steps should you take to identify and address the issue?

Simulated

Use a data profiling tool to analyze the dataset and identify any anomalies or inconsistencies in the data.

68.8%

Implement a data validation process to check for data completeness, consistency, accuracy, and integrity.

31.3%

Ignore the issue, as data quality is not critical for the accuracy of the results.

0.0%

Manually review the dataset to identify any issues with data quality.

0.0%

AWS Certified Data Engineer - Associate