Finish the cleaning run

The footer actions become available after the cleaning run is complete:

• Export: download the current cleaning output.

• Confirm Cleanup: confirm the cleaned dataset for use in Open-End Coding.

Manual decisions are reflected immediately. After making several keep or junk changes, use Refresh verdicts to recompute respondent verdicts and counts from those edits.

If coding was sourced from the cleaned dataset, refreshing verdicts or re-cleaning can invalidate the related code frames, QA findings, and exports. Metaforms displays the downstream impact before applying a destructive change.