Data Visualization in R

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Data Visualization in R: Understanding ggplot2

This course was originally developed for Sandia National Labs as they were converting their production visualizations from Tableau to R for greater customizability.

It covers the following topics:

  • understanding the grammar of graphics that ggplot2 implements
  • mapping data to a visualization
  • implementing different visual representations (e.g., bar chart, line plot, etc.)
  • customizing labels and appearance of visualizations
  • an example gallery demonstrating the abilities of ggplot2
  • hands-on practice creating visualizations to answer specific questions
Clients
Sandia National Labs
category
data visualization, r, ggplot

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