Makie’s Algebra of Graphics

The AlgebraOfGraphics package is another Julia implementation of the Grammar of Graphics. It renders the plots using Makie. Therefore, you need to load a Makie backend, such as CairoMakie, to work with it. The grammar of the Algebra of Graphics has the following main components:

• Data: The data function indicates the dataset to be used.
• Mapping: AlgebraOfGraphics uses the mapping function to indicate the mapping between data variables and aesthetics. The first three positional arguments designate the variables that have been mapped to the x, y, and z positions. The mapping function maps other aesthetics, such as color and markersize, using keyword arguments. The function also implements a pair syntax for transformations of the data.
• Visual: This is related to geometry on other grammar implementations as it designates what type of named plot we are creating. AlgebraOfGraphics uses the visual function to indicate a Makie named plot using...