How Do You Ensure Accurate Data Verification in Your Projects? or What Are Your Best Practices for Re

Wow, thanks for all the awesome replies! I’m definitely checking out OpenRefine and Great Expectations—those sound like exactly what I need.

Quick follow-up: Anyone using Great Expectations with huge datasets? Does it slow things down?

Also, shoutout to the "cry a little" method. Relatable. 😂

Mix of casual and detailed:
Yo! I feel this in my soul.

My hack? CSVlint for quick file checks, then Python + pytest for custom validation. Also, DBT if you’re working with databases—it’s clutch for testing transformations.

And yeah, the paranoia never ends. Welcome to the club.