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Answer by Banach for Alternatives to scatterplot for visualisation for large...
Binscatter plots are designed for this exact problem: visualizing two-way relationships in huge datasets. See here for R and python packages and some references.The name says it all. Binscatter...
View ArticleAnswer by Stephan Kolassa for Alternatives to scatterplot for visualisation...
You could indicate the density of points with a heatmap, e.g., using a black-body radiation palette. Alternatively, use a grayscale. Or use a hexbinplot, which pretty much does the grayscaling for you.
View ArticleAnswer by mkt for Alternatives to scatterplot for visualisation for large...
I would begin by considering a transformation - very like to be useful for the Y-axis, and possibly for the X too. Log if there are no zeroes or negative values, square root if there are no negative...
View ArticleAlternatives to scatterplot for visualisation for large samples
I would like to visualise the following scatterplot in a different way that would make it more intuitive. The X axis is trading frequency and describes how many trades were conducted whereas the Yaxis...
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