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Good charts, bad charts — from the perspective of the grammar of graphics
The article examines the Grammar of Graphics as a framework for understanding how data transforms into visual representations, emphasizing that while chart effectiveness depends on context, accurate d
ata representation is the fundamental requirement. Through analysis of good and bad examples, it demonstrates how proper data-to-visual mapping is crucial for creating meaningful visualizations.

Reasons to Read -- Learn:

  • how the Grammar of Graphics framework provides a systematic approach to understanding and creating data visualizations, breaking down the complex process into clear data and graphics stages.
  • how to critically evaluate charts by analyzing the relationship between data values and their visual representations, helping you identify misleading or poorly constructed visualizations.
  • practical principles for creating more accurate and effective data visualizations, with specific examples of common pitfalls to avoid, such as problematic use of 3D effects and shape fills.
  • 9 min readauthor: Melon
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