Learning Path

Elegant Data Visualization with the Grammar of Graphics in R

R Basics for Data Visualization → Principles of Effective Visualization

10 Knowledge Nodes · 10 Learning Steps · v0 Active

This learning path guides R users through the philosophy and practice of creating elegant visualizations using the Grammar of Graphics, primarily through ggplot2. Starting with R basics and data manipulation, it progresses through core concepts like aesthetics, geoms, facets, scales, and themes, culminating in advanced techniques and extensions. The path emphasizes principled visualization design and practical application.

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Learning Route

10 learning steps · 3 phases. Click any step to inspect it and see it on the Knowledge Map.

Phase 1

Foundation

4 steps

Phase 2

Core Concepts

3 steps

Phase 3

Advanced Topics

3 steps