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2) Variables were assessed for normality visually, and by D’Agostino-Pearson testing. K-means favours identification of spherical shaped clusters, meaning that left or right skewed variables may lead to poorly captured groups. Log transformation was performed on variables that conformed to a natural power law distribution. ................
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