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by ahuibers
5131 days ago
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Don't use Density Plots .. ... without seriously considering the benefits of a scatterplot. Here is some data I plotted recently:
http://i.imgur.com/lvraM.png Yes, you need to be careful about overlap (transparency can help), but without a scatterplot, I would not see the sharp edges, or have my attention drawn to the outliers. Density plots imply a model: By creating bins, square or hex, you are adding a layer of interpretation on top of the 2D data, which can be bad. Also the bins of this article have sharp edges (high frequency content) and add artificial structure. I think smooth density plots, not covered by this article, are superior. Best of both worlds? --> http://www.survey-design.com.au/graphs/density_plot1.png |
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