This document discusses error flagging in data cleaning. Error flagging involves adding information to records to highlight problematic data without directly modifying the original data. It allows filtering of records with errors and reporting issues to data owners. The document explains how error flagging can be applied to different data formats like spreadsheets and databases. It provides an example of how the Global Biodiversity Information Facility flags errors in data to alert users and report back to data owners.