Your Data Is Never Fully Clean, and Analysts Ship Anyway

Data cleaning never finishes — professionals ship anyway by documenting limitations. What a limitations section is, the three levels of data-quality accounting (deliverable, working record, quantified), and real examples from open portfolio projects.