What are some examples of data quality metrics?
An example of an AI chatbot conversation about data quality metrics and their importance.
What are some examples of data quality metrics?
Data quality metrics include accuracy, completeness, consistency, timeliness, and uniqueness.
Can you explain what accuracy means in this context?
Accuracy refers to how closely data values match the true values or a defined standard.
What about completeness? How is it measured?
Completeness measures whether all required data is present. It's often expressed as a percentage of filled fields.
Why is it important to track these metrics?
Tracking these metrics helps ensure data reliability, which is crucial for informed decision-making.
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