The Top Data Quality Metrics You Need to Know | Databand

Data quality metrics can be a touchy subject, especially within the focus of data observability.

A quick google search will show that data quality metrics involve all sorts of categories.

For example, completeness, consistency, conformity, accuracy, integrity, timeliness, continuity, availability, reliability, reproducibility, searchability, comparability, and probably ten other categories I forgot to mention all relate to data quality.

So what are the right metrics to track? Well, we’re glad you asked. 🙂

We’ve compiled a list of the top data quality metrics that you can use to measure the quality of the data in your environment. Plus, we’ve added a few screenshots that highlight each data quality metric you can view in Databand’s observability platform.

Take a look and let us know what other metrics you think we need to add!