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Usually refers to "z-standardization" which is shifting and rescaling data to assure they have zero mean and unit variance. Other "standardizations" are possible, too.

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Standardizing variables for k-means?

My professor said if the variables are on the same scale (i.e. measuring the same thing) standardization is not critical, and you could do it if you want to, but it will not have a big effect. …
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