Identify anomalies in data trends

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What is main purpose of this project? Is there any limitation with using packages in R? Are you planning to test any hypotheses specifically? Is there any statistical test on your mind like hypergeometric test between Plus

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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.