A system for declaratively creating graphics, based on "The Grammar of Graphics". You provide the data, tell ggplot2 how to map variables to aesthetics, what graphical primitives to use, and it takes …

A world of geom ggplot2 builds charts through layers using geom_ functions. Here is a list of the different available geoms. Click one to see an example using it.

ggplot2 is based on the grammar of graphics, the idea that you can build every graph from the same components: a data set, a coordinate system, and geoms —visual marks that represent data points.

A system for 'declaratively' creating graphics, based on "The Grammar of Graphics". You provide the data, tell 'ggplot2' how to map variables to aesthetics, what graphical primitives to use, and it takes …

Nov 24, 2025 · This hub brings together 35 step-by-step ggplot2 tutorials that solve the most common visualization challenges. Whether you want to make titles bold, rotate axis labels, customize legends, …

Feb 21, 2026 · ggplot2 is a open-source data visualization package in R based on the concept of the Grammar of Graphics. It allows users to build complex and elegant visualizations by combining …

Complete ggplot2 cheat sheet covering geoms, aesthetics, scales, coordinate systems, themes, and facets — with runnable code examples for every section.

ggplot2 is a system for declaratively creating graphics, based on The Grammar of Graphics. You provide the data, tell ggplot2 how to map variables to aesthetics, what graphical primitives to use, and it …

ggplot() initializes a ggplot object. It can be used to declare the input data frame for a graphic and to specify the set of aesthetic mappings for the plot, intended to be common throughout all subsequent …

As the first step in many plots, you would pass the data to the ggplot() function, which stores the data to be used later by other parts of the plotting system.