Which element is NOT typically involved in the characteristics of big data?

Which element is NOT typically involved in the characteristics of big data?

• A. Volatility
• B. Complexity
• C. Variety
• D. Visibility

Answer: (D)

The element that is identified as not typically involved in the characteristics of big data is visibility. The main characteristics of big data are often referred to as the "3 Vs": Volume, Variety, and Velocity, with some frameworks also incorporating Variability and Complexity. Volume pertains to the immense amount of data generated continuously, Variety concerns the diverse types of data (structured, unstructured, semi-structured), and Velocity describes the speed at which this data is generated and processed. Complexity does arise when dealing with big data, as it often encompasses intricate relationships and varied data sources that can complicate data management processes. However, visibility, while it may play a role in data governance and how data is accessed or understood within an organization, is not generally recognized as a defining characteristic or crucial element across the established frameworks for describing big data.

The element that is identified as not typically involved in the characteristics of big data is visibility. The main characteristics of big data are often referred to as the "3 Vs": Volume, Variety, and Velocity, with some frameworks also incorporating Variability and Complexity.

Volume pertains to the immense amount of data generated continuously, Variety concerns the diverse types of data (structured, unstructured, semi-structured), and Velocity describes the speed at which this data is generated and processed.

Complexity does arise when dealing with big data, as it often encompasses intricate relationships and varied data sources that can complicate data management processes. However, visibility, while it may play a role in data governance and how data is accessed or understood within an organization, is not generally recognized as a defining characteristic or crucial element across the established frameworks for describing big data.