using CairoMakie, AlgebraOfGraphics

Here I try to follow as much as possible the philosophy of AoG. from here

# create some data
x = range(-π, π, length=50)
y = sin.(x)
df = (; x, y)
# declare the dataset
xy  = data(df)
# declare the arguments of the analysis
xy *= mapping(:x, :y)
# define your visual layer, what kind of plot do you want?
xy *= visual(ScatterLines)
# draw your figure
with_theme(theme_ggplot2(), size = (600,400)) do
    xy |> draw
end