Identify anomalies in data trends

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Looking for a statistical analysis to identify abnormal behaviour in data. With dynamic dimensions.

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I can make it from excel, iam familiar with data trend, spike and anomalies , then I can show aggregation data between period, like wow, mom, wtd, mtd etc.