What kind of data visualization would be most suitable for high-dimensional datasets?

  • Bar chart
  • Parallel coordinates or a scatter plot matrix
  • Pie chart
  • Scatter plot
Visualizing high-dimensional datasets (those with many variables) can be challenging. However, techniques like parallel coordinates or a scatter plot matrix can help. Parallel coordinates plot each variable on a separate column, and lines connecting the columns represent individual data points. A scatter plot matrix shows all pairwise scatter plots of the variables.
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