Data Journalism · Topic Diagram

Data Analysis

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13 concepts 3-level depth Updated 27 Jul 2026

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Topic Mindmap

mindmap
  root((Data Analysis))
    Data Analysis Techniques
      data cleaning
      statistical analysis
    Journalism Applications
      investigative reporting
      social media analysis
    Challenges and Ethics
      technical skill gap
      bias mitigation
    Journalist Skill Buildin
      programming training
      critical thinking

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mindmap
  root((Data Analysis))
    Data Analysis Techniques
      data cleaning
      statistical analysis
    Journalism Applications
      investigative reporting
      social media analysis
    Challenges and Ethics
      technical skill gap
      bias mitigation
    Journalist Skill Buildin
      programming training
      critical thinking

How to read this diagram

Start at the centre node — that's the unit headline.
Each branch is a sub-concept; deeper branches are the underlying frameworks, formulas or examples.
Use the diagram as a revision checklist: every node is something you should be able to explain in one sentence.
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