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Question 5Big data contains a wide variety of data, arriving in increasing volumes and at high velocity.1 pointFalseTrue

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Question 5

Big data contains a wide variety of data, arriving in increasing volumes and at high velocity.

1 point

  • False
  • True
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Solution

The statement "Big data contains a wide variety of data, arriving in increasing volumes and at high velocity" is true.

Explanation:

Big data is characterized by three main attributes often referred to as the "Three Vs":

  1. Volume: This refers to the vast amounts of data generated every second from various sources like social media, sensors, and transactions.
  2. Velocity: This represents the speed at which this data is generated and processed to meet the demands of real-time analytics.
  3. Variety: Data comes in multiple formats, including structured data (like databases), unstructured data (like text, images), and semi-structured data (like XML).

All these factors highlight the complexity and challenges associated with big data, making it essential for organizations to adopt advanced tools and techniques for data management and analysis.

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