> For the complete documentation index, see [llms.txt](https://ai.nuhil.net/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://ai.nuhil.net/data-engineering/data-quality.md).

# Data Quality

Does the data being presented give us enough confidence to plan, to make a critical decision, or run a complex process?

> The degree of trust in the data directly reflects to the quality

* Accuracy
* Up-to-date
* Correct
* Consistent
* Complete