* refactor: clean to roadmap content * refactor: move shared helpers into scripts/lib
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Visualizing Distributions
Visualizing distributions helps analysts understand the shape, spread, and outliers of a variable more intuitively than summary statistics alone. Common visualizations include histograms, density plots, box plots, and violin plots. These charts reveal whether data is normally distributed, skewed, or multi-modal.
Visit the following resources to learn more: