Why Data Quality Is Harder than Code Quality

How to detect, understand, fix, and reduce data quality issues.

Ari Bajo
Towards Data Science
10 min readNov 14, 2022

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Photo by Patrick Fore on Unsplash

As a data engineer, I always feel less confident about the quality of data I handle than the quality of code I write. Code, at least, I can run it interactively and write tests before deploying to production. Data, I most often have to wait for it to flow through the system and be…

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Freelance Data Engineer & Technical Writer. I digest 50+ tech blogs by French companies → guriosity.com