What do you mean by scrolling around? You can zoom in to see greater detail; dropbox provides this function. Otherwise you need to install software and the possibilities are endless in rotating the graph around 3 axes, changing positions of  the ‘camera relative to viewer’  interchanging the order of 3 principal components or or create animations of the graph.

I created 2D plot, but 1/4 of the variation in data is lost during the transformation in the first 2 principal components.



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