R Workshop Series #6: Data Visualization with R
Data Visualization
R Programming
ggplot2
Lattice
Data Analysis
Overview
This advanced workshop focused on creating publication-quality data visualizations using R. We explored various chart types—from simple graphs to sophisticated layered visuals—leveraging R’s built-in functions along with packages like ggplot2 and lattice. The session helped participants select the best visualization techniques for different data scenarios.
Learning Outcomes
- Identify and compare popular R visualization packages.
- Understand the grammar of graphics using ggplot2.
- Create charts for univariate and bivariate data.
- Layer and customize visualizations to convey data insights effectively.
- Filter and manipulate data with tidyverse functions.
Key Skills Gained
- Advanced data visualization techniques
- Mastery of ggplot2 and lattice
- Layered chart creation
- Data manipulation with tidyverse
- Visual storytelling