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I have a seller segmentation problem where I need to segment the top and bottom N customers based on three variables: sales, Average selling price and product category. However, the thresholds for the ASP and sales can keep changing as we move along in time and hence the top and bottom N also changes. Can someone explain if there is a more predictive method to segment the top and bottom N?

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