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Lines and markers

Basic linear and scatter plots.

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Statistical visualizations

Violin plot, boxplot, qqplot.

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Density plots

Visualizing kernel density estimation of data.

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Histograms

Computing 1- and 2-dimensional histograms.

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Regression plots

Linear and nonlinear regressions.

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Renaming and transforming variables

Transforming data before generating the plot.

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Using mapping without tabular data

Passing columnar data directly to `mapping`.

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Pre-grouped data

Working with arrays of arrays.

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Pre-sorted data

Preserving the original order of categorical data.

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Wide data

Working with data in the wide format.

Some advanced keywords to tweak the plot

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Discrete scales

Sorting and renaming categorical variables.

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Continuous scales

Applying nonlinear transformations.

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Custom scales

Custom palettes and custom attributes.

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Secondary scales

Categorical and continuous scales in the same plot.

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Multiple color scales

Categorical and continuous scales in the same plot.

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Pre-scaled data

Pass data to the plot as is.

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Legend merging

Multiple scales for the same variable.

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Dodging

Dodging groups to avoid overlaps.

Some advanced keywords to tweak the plot

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Axis tweaking

Setting axis attributes.

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Figure tweaking

Setting figure attributes.

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Legend tweaking

Setting legend attributes.

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Colorbar tweaking

Setting colorbar attributes.

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Faceting

Generating a grid of plots.

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Nested layouts

AlgebraOfGraphics plots within a Makie figure.

Example applications with different types of data

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Geographic data

Antarctic coastline.

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Geometries

Visualizing geometries.

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Time series

Visualizing time series data.