Mathematica Asked on March 17, 2021
I would like to add a legend to the ListPlot
defined in the code shown below. Unfortunately, adding PlotLegends -> Automatic
to the plot does not work. I was wondering if there are any other ways to add a legend to this plot.
points =
Join[
RandomVariate[
MultinormalDistribution[{-0.5, 0.25}, 0.07 IdentityMatrix[2]], 1000],
RandomVariate[
MultinormalDistribution[{0.6, -0.1}, 0.03 IdentityMatrix[2]], 1000],
RandomReal[{-1.5, 1.5}, {1000, 2}]];
skd = SmoothKernelDistribution[points];
ListPlot[points,
ColorFunction -> Function[{x, y}, Hue[PDF[skd, {x, y}]]],
ColorFunctionScaling -> False, AspectRatio -> 1]
You can add a legend to any expression with Legended
. Like so:
Legended[
ListPlot[points,
ColorFunction -> Function[{x, y}, Hue[PDF[skd, {x, y}]]],
ColorFunctionScaling -> False,
AspectRatio -> 1],
BarLegend[{Hue, {0, 1}}]]
Answered by m_goldberg on March 17, 2021
SeedRandom[1]
points = Join[
RandomVariate[MultinormalDistribution[{-0.5, 0.25}, 0.07 IdentityMatrix[2]], 1000],
RandomVariate[MultinormalDistribution[{0.6, -0.1}, 0.03 IdentityMatrix[2]], 1000],
RandomReal[{-1.5, 1.5}, {1000, 2}]];
skd = SmoothKernelDistribution[points];
To get a bar legend that matches the pdf values of skd
(1) use points
with SmoothDensityHistogram
with the options ColorFunction -> Hue
and PlotLegends -> Automatic
and (2) take the second part of the output:
legend = SmoothDensityHistogram[points,
ColorFunction -> Hue, PlotLegends -> Automatic][[2]]
Then we use PlotLegends -> legend
with ListPlot
:
ListPlot[points,
ColorFunction -> Function[{x, y}, Hue[PDF[skd, {x, y}]]],
ColorFunctionScaling -> False, AspectRatio -> 1,
PlotLegends -> legend]
Answered by kglr on March 17, 2021
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