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Imagine you were trying to measure whether or not increasing X proportionally increases Y. Now imagine you first sort your data points, Xi and Yi, independently -- it will now misleadingly appear like Y increases when X increases since the variables are both sorted. You've scrambled your data (Xi, Yi) to be (Xk, Yj). So you're essentially working with a totally different dataset now.


It's actually quite a simple question, just asked using a lot of overly complex language which probably confused the questioner and his boss.

It's no different to having a list of key/value pairs and sorting the keys and the values independently, and hoping to get a meaningful result which is absurd.


That is an excellent analogy.




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