# Structured-data conversion quality checklist

- [ ] Define the destination renderer and supported syntax.
- [ ] Remove unnecessary confidential columns and rows.
- [ ] Keep an untouched copy of the source.
- [ ] Test a normal value, empty value, punctuation, Unicode and the hardest expected value.
- [ ] Compare source and output row and column counts.
- [ ] Check quotes, commas, vertical bars, line breaks and null values.
- [ ] Preview the result in the exact destination renderer.
- [ ] Record transformations and information that could not be preserved.
- [ ] Inspect samples from the beginning, middle and end before publication.