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Answers
A scatterplot is generally used to show relationship between two numerical attributes which are graphed on the x and y axes. Often the label (target output) is on the y axis and different attributes (input variables) are shown on the x axis.
Parallel plots are generally for showing the values of a given numerical attribute on the y axis across a nominal/categorical attribute on the x axis.
You can find more information about basic information like this in the RapidMiner Academy, I suggest taking a look at some of the introductory lessons.
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