What identifies hard edits in data accuracy evaluations?

Identifying hard edits in data accuracy evaluations specifically focuses on addressing serious errors that can significantly impact the integrity of the data. Hard edits are crucial because they are not just about catching minor inaccuracies; rather, they are concerned with the substantial discrepancies that could lead to incorrect conclusions or assessments. These can include significant outliers, data entries that do not conform to expected standards, or any information that fundamentally compromises the validity of the dataset. By catching these serious errors, hard edits help ensure that the data remains reliable for analysis and decisions related to mass appraisal.

While it is true that minor errors can also be identified through softer edit processes, the primary function of hard edits is to ensure that the foundation of the data is solid and trustworthy for further appraisal processes. Therefore, the focus on serious errors underscores the importance of maintaining high data quality standards in mass appraisal practices.