Which of the following is not a characteristic of accurate data?

The characteristic of accurate data is represented effectively through factual representation, freedom from errors, and the ability to support decision-making. Factual representation means that the data correctly reflects the reality it is intended to represent, ensuring reliability and validity in any analysis or reporting. Being free from errors is essential for accuracy since any inaccuracies can skew results and lead to incorrect conclusions. Moreover, accurate data must support decision-making processes, enabling stakeholders to make informed decisions based on sound information.

Detail richness, while important for certain contexts, does not directly correlate with the accuracy of data. A dataset can be highly detailed but still contain inaccuracies or errors, which would undermine its overall reliability. Thus, while detail-rich data can be beneficial, it is not a defining characteristic of accurate data.