Data Cleaning Exercises

Pro exercise

Impute with an indicator column

A model needs a discount on every order, so missing discounts are filled with 0.00 — but only together with an indicator column, so analysts can tell a real zero from a filled one.

  • imputation
  • indicator columns
  • analysis readiness

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