Understanding Data Quality and Why Teams Struggle with It

Data quality: the catch-all term for business logic, reliability, validity, and consistency

Elliott Stam
Towards Data Science
9 min readMar 10, 2024

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The elephant in the room. (Photo by Alberico Iusso on Unsplash)

Conversations about data quality can be difficult, especially when the elephant in the room is an underperforming product.

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Data scientist and author. Sometimes seen falling down mountains with a snowboard strapped to my feet.