Workshop Description (Advanced Course)
This interactive and hands-on training is tailored for students and researchers eager to delve into the art and science of data visualization. In this workshop, we will journey through the essentials of data wrangling with dplyr, followed by a deep dive into the powerful ggplot2 package (https://ggplot2.tidyverse.org/) and its extensions. By the end of the workshop, you will gain practical experience and explore the vast possibilities of data visualization in R. Besides mastering the technical aspects of these tools, attendees will also learn the best practices and key principles for creating efficient and effective visualizations. Participants should have a basic understanding of R programming. Familiarity with basic data structures in R, such as factors, vectors, and data frames, will be beneficial.
Workshop Topics
Day 1
Day 1: Introduction to data visualization and ggplot2
– R/RStudio environment setup
– Overview of data visualization: key concepts and workflow
– Data manipulation and transformation with dplyr
– Introduction to ggplot2 and the grammar of graphics
– Hands-on exercises with dplyr and ggplot2
Day 2
Day 2: In-depth exploration of ggplot2
– Aesthetics and visual elements
– Geometric objects, layer components, and plot types
– Scales (size, shape, colour, position) control
– Coordinate systems and faceting
– Creating Basic Plots with ggplot2: histogram, bar chart, boxplot, scatter plot, etc
Day 3
Day 3: Advanced topics and customizations in ggplot2
– Customizing Titles, Axes, Legends, and themes
– Principles of Data Visualization and Best Practices
– Exploring ggplot2 Extension Packages
– Building Complex Visualizations with ggplot2
Technical Requirements
R/RStudio
Instructor
Email: wbguo@g.ucla.edu
Reviews
Videos
Workshop Details
Prerequisites: Intro to R (W3) is highly recommended.
Length: 3 days, 3 hrs per day
Level: Advanced
Location: Boyer 529
Seats Available: 28
Fall 2024 Dates
Nov. 5, 6, and 7
9:00 AM – 12:00 PM
REGISTRATION IS CLOSED!