A profile turns guesses into evidence: how many rows are blank, which values repeat, whether an id is unique. Profile all rows, not a preview sample, because rare problems hide outside the first screen.
- Lesson: Profile before you change anything
- Practise: Clean an order-line export
Related: Data dictionary, Outlier, Missing value (null)