Find and Fix? A Question About Data Quality Metrics

Data profiling can be an excellent approach to identifying latent issues and errors hidden in your data. We have seen a number of clients using data profiling as the first step in defining data quality metrics and using those metrics for reporting via scorecards and dashboards.

And if I can identify a problem and I can define a rule for determining that the problem exists, should I not be able to fix the problem? Here is a question, though: once I fix the root cause of the problem, do I need to still keep checking if the problem has occured?

More on this in an upcoming post; contact me if you have thoughts…

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