Regression plots

using AlgebraOfGraphics, CairoMakie

x = rand(100)
y = @. randn() + x
df = (; x, y)
xy = data(df) * mapping(:x, :y)
layers = linear() + visual(Scatter)
draw(layers * xy)

x = rand(100)
y = @. randn() + 5 * x ^ 2
df = (; x, y)
xy = data(df) * mapping(:x, :y)
layers = smooth() + visual(Scatter)
fg = draw(layers * xy)

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