What Are the Most Effective Data Quality Metrics to Ensure Accurate Insights?

Wow, thanks for all the insights, everyone! This is super helpful. I think I’m gonna start with accuracy and completeness like a lot of you suggested. Timeliness seems important too, but maybe not as critical for my use case right now.

I checked out OpenRefine and Trifacta, and they look awesome. Gonna give them a try this week.

Quick follow-up—anyone have tips for convincing stakeholders to invest in better tools for data quality metrics? I feel like that’s gonna be my next battle lol.

Thanks again, y’all!