What are structures of big data?

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Discussion Overview

The discussion revolves around the concept of "structures of big data," particularly focusing on the aspect of variety within the 3 V's of big data. Participants explore the definitions and distinctions between data formats, sources, and structures, with some expressing confusion about the terminology used in their studies.

Discussion Character

  • Conceptual clarification, Debate/contested

Main Points Raised

  • One participant expresses confusion about what is meant by "structures of data" in the context of big data, seeking clarification on the term.
  • Another participant provides a link to a Wikipedia article on data structures, suggesting that the term has a specific meaning in computer science.
  • A different participant acknowledges the distinction between data structure and the structures of big data, noting that data can be categorized as structured, semi-structured, and unstructured.
  • One participant reflects on the confusion caused by the use of similar terms in their class, indicating that the terminology may not align with standard definitions.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the definitions and implications of "structures of big data," with some expressing confusion and others clarifying distinctions. Multiple viewpoints remain regarding the terminology and its application.

Contextual Notes

The discussion highlights potential limitations in understanding due to varying definitions of terms like "data structure" and "structures of big data," which may depend on specific academic contexts.

shivajikobardan
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Homework Statement
structures of big data
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I am learning about 3 V's of big data. I am learning about variety at the moment. They say variety represents variety of formats, data sources and structures. I understand format might be txt, audio, video files etc. Sources might be different sources of data. But what is structures of data?

I am really confused at this.
 
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shivajikobardan said:
They are not the same thing. I know about data structure. They are structured, semi-structured and unstructured fyi...I got it just now.
Oh, I was about to post the same link that @Baluncore did before he beat me to it. The term "data structure" has a specific meaning in computer science (as explained in the Wikipedia article), so if your class is using terms very similar to it to mean other things, that's a bit confusing. Glad you figured out what they wanted, though.
 
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