What's the most efficient way to handle data parsing for large datasets? or Struggling with messy dat

lol data parsing is the worst, right?

My hack: csvkit for quick CLI cleaning. Also, jq if you’re stuck with JSON hell.

For validation, I just throw it into Tableau or Power BI first—visualizing it helps spot weirdness fast. Not foolproof, but better than nothing!