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Python: 3-sigma “anomaly” detector of order quantity and lines

I’m wanting to analyze transactional data from an e-commerce context, where the focus is on detecting atypical activities in order patterns. The data is grouped by a customer identifier, SoldTo, and for each group, we apply a straightforward statistical technique to detect anomalies based on the order quantities and line counts. Specifically, the steps involve: