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      Question

      Which characteristic best distinguishes big data from

      traditional data?
      A Big data has smaller storage requirements. Correct Answer Incorrect Answer
      B Big data focuses only on structured data. Correct Answer Incorrect Answer
      C Big data often requires distributed processing frameworks Correct Answer Incorrect Answer
      D Big data analysis is always faster than traditional data analysis. Correct Answer Incorrect Answer
      E Big data eliminates the need for cleaning and preprocessing. Correct Answer Incorrect Answer

      Solution

      The correct answer is C because big data involves massive datasets that exceed the capacity of traditional systems. Distributed processing frameworks like Hadoop and Spark are essential to manage and process such data efficiently.

      • Option A : Big data typically requires significantly larger storage.
      • Option B : Big data includes structured, unstructured, and semi-structured formats.
      • Option D : Big data analysis can be slower due to the scale and complexity of data.
      • Option E : Cleaning and preprocessing are critical steps in big data analysis to ensure reliability.

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