Visualization Best Practices in R

The Korshub Take

This beginner course guides you through refining basic data visualization into a powerful tool for your data science workflow. Using two open datasets, you will explore how to visualize proportions, point-data, single distributions, and multiple distributions while evaluating the trade-offs of common and alternative chart types in R.

Who It's For

Data science enthusiasts and R users looking to go beyond basic charts and master effective visualization techniques.

Key Takeaways

• Data Types & Chart Selection: Understand the strengths and limitations of common and alternative visualizations across single, multiple, point, and proportion distributions.
• Customizing ggplot Defaults: Learn how to adjust default ggplot settings to convey your messages clearly and efficiently.
• Practical Datasets: Apply visualization best practices directly using real-world open datasets.