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Alteryx Designer Ideas

Share your Designer product ideas - we're listening!

Identifying Error in Principal Component Analysis caused by Scaling

I would like to share some feedback regarding the Principal Component tool.

I've selected the option "Scale each field to have unit variance" and 1 of the 4 PCA tools was displaying errors. However, the error message is not very intuitive and I couldn't use it to debug my workflow. The problem was that for my type of data, scaling could not be applied since it had a lot of 0 values.

Couldn't find anything related to this, so hope my feedback helps others.



PCA Error.png

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