I am clustering (K-MEANS) a data 1.7million observations, which displays a heavy-tailed distribution when examined by plot. What is the best transformation to correct it. does log can handle this?
Yes! The log transformation is perfect for this sort of right-tailed data. Alternatively, a different member of the Box-Cox family might help, depending on what you're using the data for.