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This workshop is an introduction to data visualization in Julia using AlgebraOfGraphics.jl. It covers the following topics:

AlgebraOfGraphics.jl syntax.
Advanced mapping options.
- Use visual elements such as coloring and marker style to encode additional variables.
- Faceting.
Geometries and statistical visualizations.
- Scatter plots, line plots, bar plots, error bars, box plots, and violin plots.
- Histograms, linear regression, smoothing curves, etc.
Grammar of graphics: use * and + to combine and superimpose layers.
Plot customization.

Prerequisites

We recommend users being familiar with Julia syntax, especially variables and types.

The formal requirements are the Julia Syntax Workshop and its pre-requisites.

Schedule

Time (HH:MM)	Activity	Description
00:00	Setup	Download files required for the workshop
00:05	Overview	Showcase `01-layers.jl`
00:15	Mappings	Showcase `02-mappings.jl`
00:30	Geometries	Showcase `03-geometries.jl`
00:40	Grammar of graphics	Showcase `04-algebra.jl`
01:10	Plot customization	Showcase `05-customization.jl`
01:20	Closing remarks	See if there are any questions and feedback

If you have any suggestions or want to get in touch with our education team, please send an email to training@pumas.ai.