Hey, great thread! I totally get where you're coming from—data quality metrics can feel like a rabbit hole. For me, accuracy and completeness are non-negotiable. If your data’s wrong or missing chunks, you’re building on sand, ya know?
But honestly, it depends on what you’re using the data for. Like, if you’re in e-commerce, timeliness might be huge for inventory updates. I’ve been using tools like Talend and Informatica to automate some of this stuff. They’re pricey but worth it if you’re serious about data quality metrics.
Anyone else use these? Or have cheaper alternatives?
But honestly, it depends on what you’re using the data for. Like, if you’re in e-commerce, timeliness might be huge for inventory updates. I’ve been using tools like Talend and Informatica to automate some of this stuff. They’re pricey but worth it if you’re serious about data quality metrics.
Anyone else use these? Or have cheaper alternatives?