Which characteristic of big data indicates the trustworthiness of the data?

Veracity is the characteristic of big data that indicates the trustworthiness of the data. It refers to the accuracy, reliability, and quality of the data being processed and analyzed. In the context of big data, ensuring veracity is crucial because data can come from various sources and may contain errors, inconsistencies, or biases. High veracity means the data is credible and can be relied upon for making informed decisions.

The other characteristics also play important roles in the context of big data but do not specifically relate to trustworthiness. Volume refers to the vast amounts of data generated and collected, while velocity indicates the speed at which this data is generated and processed. Value reflects the usefulness and actionable insights that can be derived from the data. While all these aspects are essential for analyzing big data, veracity distinctly addresses the concern of data integrity and trust.