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Financial Anomaly Detection
Analyze quarterly financial reports to identify metrics deviating from historical trends, assisting auditors in locating potential risks.
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Please analyze the provided quarterly financial report data, focusing on comparing key indicators such as revenue, net profit, and cash flow against the average of the past four quarters and industry benchmarks. Identify any abnormal data items with deviations exceeding 15%, and present these items along with their specific values and reasons for deviation in a table format to assist the audit team in subsequent verification.
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