Makie density2d scatter plot

Tooling
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1

I tried to reproduce Gadfly’s density2d in Makie as in the example Density2D. Appreciate your help. Thanks.

2

AOG may have you covered:
http://juliaplots.org/AlgebraOfGraphics.jl/stable/generated/penguins/

3

Or if you want to cook it yourself, you could do something like that:

using GLMakie
using StatsBase

x = randn(2, 1000)
x_hist = fit(Histogram, Tuple(eachrow(x)), nbins=20)

fig = Figure()
ax1 = Axis(fig[1, 1])

scatter!(ax1, x)
contour!(ax1, x_hist)

fig

image
image1259×1045 171 KB

4

Thanks. The example solution looks good.

5

I think I prefer the raw solution.

6

Is there a way to smoothen the contour (circle-like) instead of jagged, as in AOG example?

7

Unfortunately I don’t know.
Maybe if you use different parameters for the histogram creation.

8

I’m not at my computer, so I can’t show you a proper example. But here I made a density contour in Makie using KernelDensity.jl if you look on their GitHub readme you can see that it’s possible to change the bandwidth for each axis, which should hopefully do what you want.

Screenshot_2021-08-07-21-02-51-319_com.miui.gallery
Screenshot_2021-08-07-21-02-51-319_com.miui.gallery1080×2340 161 KB

9

Thank you. This has exactly meet my expectation.

10

This link is broken. Is there an updated link?

11