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Which of the following attributes of big data incorporate data quality?VelocityVarietyVeracityVolume

Question

Which of the following attributes of big data incorporate data quality?

  • Velocity
  • Variety
  • Veracity
  • Volume
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Solution

The attribute of big data that incorporates data quality is Veracity.

Here's a step-by-step explanation:

  1. Velocity: This refers to the speed at which data is being produced and processed. It doesn't directly deal with the quality of data.

  2. Variety: This refers to the different types of data that can be processed. This could be structured, unstructured, or semi-structured data. While it deals with the nature of data, it doesn't directly deal with the quality of data.

  3. Veracity: This refers to the reliability, accuracy, and quality of the data. This is where issues like inconsistencies, ambiguities, and deceptions are considered. Therefore, veracity directly deals with the quality of data.

  4. Volume: This refers to the amount of data. While it's an important aspect of big data, it doesn't directly deal with the quality of data.

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