Data Cleaning Exercises

Pro exercise

Order milestones as columns

Turn an order event log into a milestone table: for each order, the first time it was placed, shipped and delivered. Repeated events (a second shipping scan) must not move a milestone, and an order that hasn't reached a step stays missing there.

  • pivot
  • aggregation
  • timestamps

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