OctaSapien

Data Profiling & Anomaly Analyzer

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Practical usage guide

Practical usage guide

A practical workflow for Data Profiling & Anomaly Analyzer

Profile pasted SAP CSV, TSV and delimited data locally for completeness, distinct values, primitive formats, row-width issues and numeric IQR outliers.

1. Prepare

Paste a table to profile. Example: Material M1–M5 with Stock values 10, 11, 10, 12 and 450.

2. Review

Inspect column profiles, nulls, duplicates and format findings. In this sample, the IQR check identifies 450 as a statistical outlier.

3. Apply

An outlier is not necessarily a business error. Confirm units, population and expected distributions before correcting records or excluding values.

Verification before operational use

  • Use a representative case with the inputs needed to reproduce it.
  • Confirm the result in the authorized target environment when runtime versions, namespaces, extensions, permissions or system configuration can change the outcome.
  • Record the source, assumptions, tool settings and expected result so another reviewer can reproduce the check and distinguish verified facts from recommendations.