Analyze·Intermediate·Playground·20 min·Updated Sep 30, 2026

Find sales anomalies

Scenario

One region is reporting impossible margins.

Mission

Find the 5 transactions responsible for the data skew.

Start Files

TransactionIDProductRegionRevenueCostMarginPct
TX-1014Premium Support ContractWest4739417012
TX-1009Premium Support ContractWest3939330916
TX-1040Standard LicenseWest1673122127
TX-1038Standard LicenseWest4409348321
TX-1057Training BundleWest2200145234
Preview — first 5 rows of west-region-transactions.csv

Your task

  1. Sort the region's transactions by margin percentage.
  2. Flag any transaction where the margin falls outside a plausible range for that product line.
  3. Isolate the 5 rows that account for most of the region's reported margin swing.

Prompt idea:

This region's transactions show margins far outside our usual range for this product line. Given the sample rows below, what data-entry patterns (decimal errors, duplicated discounts, wrong unit price) would produce this kind of skew, and how would you flag them in Excel?

Check Your Result

Which product line do all 5 anomalous transactions belong to?

Need a hint?

Sort by MarginPct descending — the anomalies cluster at the very top.

Reveal Solution

The solution files contain the completed challenge. Review the approach to see if you missed any edge cases.

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