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Claude Prompt: Outlier and Anomaly Detector
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Claude Prompt: Outlier and Anomaly Detector

A prompt template for Claude to detect and analyze outliers and unusual patterns in an uploaded Excel/CSV file, suggesting possible causes and handling methods.

✦ Prompt
Upload your Excel/CSV file.

Find anomalies/outliers/strange patterns:

1. Top 10 most unusual rows (extreme values, strange combinations)

2. Columns with highest variance or unexpected distribution

3. Temporal anomalies (sudden spikes/drops)

4. Possible causes (fraud, data entry error, real event?)

5. How to handle (delete, investigate, keep)

6.
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