How do you interpret a circular scatter plot?

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How do you interpret a circular scatter plot?

In: Mathematics

If this is a circle on a normal 2D-scatter plot, then I would imagine it marks some boundary to a particular set of points.

Alternatively, if you have a scatter plot based on polar coordinates (angles, distance from origin in radial terms), there’s nothing strictly wrong with that… but it is rather weird.

Do you have an example?