Data Visualization with ggplot2: Foundations and Customization
Learn to build, customize, and style clear data visualizations in R using ggplot2 and modern tidyverse practices.
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Tungkol sa kursong ito
Creating clear and impactful data visualizations is an essential skill for anyone working with data in R. This text-based course guides you from the fundamental principles of the Grammar of Graphics to building and customizing your own professional plots. You will start by understanding how data maps to visual elements before moving on to practical styling techniques.
By reading through clear explanations and structured code examples, you will gain the confidence to transform raw datasets into polished, publication-ready visualizations.
What you'll learn:
- Understand the core principles of the Grammar of Graphics and how ggplot2 structures plots
- Map data variables to aesthetic attributes like color, shape, and size
- Construct essential plot types including scatter plots, bar charts, line graphs, and histograms
- Customize plot appearance using built-in themes, custom colors, labels, and legends
- Split data into multi-panel layouts using faceting techniques for deeper analysis
- Apply modern tidyverse workflows to clean and prepare data directly for plotting
- Export and save high-resolution plots in various formats for reports and presentations
This course begins with foundational concepts, defining key terminology and the structure of a ggplot2 statement. You will then progress step-by-step through aesthetic mappings, geometric layers, and advanced customization options.
This course is designed for beginners who are new to data visualization in R. No prior experience with ggplot2 is required, though a basic familiarity with R syntax is helpful.
Start reading today to unlock the power of data storytelling with ggplot2.
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2 oras 30 min ng practical content
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