The four V’s of Big Data are volume, velocity, variety, and veracity. What is meant by variety?
- The volume of data in motion.
- The amount of data cleaning that is required.
- The rate at which data is generated.
- The data type that is not ready for processing and analysis.
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Answers Explanation & Hints: The variety in the four V’s of Big Data refers to the different types and sources of data that are available. This includes both structured and unstructured data from a variety of sources such as social media, sensors, web logs, and more. With the increasing availability of new data sources and formats, managing and analyzing such a variety of data can be challenging. The variety of data can affect the way it is stored, processed, and analyzed. This requires specialized tools and techniques to handle different types of data in order to extract meaningful insights and value from it. |