Data Cleaning Exercises

Pro exercise

Measure how many dates parse, per source

Before choosing a date rule, measure: for each source system, how many rows there are and how many event dates are valid ISO dates. A source that sends 03/04/2026 will stand out — and nothing is changed or quarantined yet.

  • profiling
  • dates
  • inspection

Sign in with a Pro or Lifetime plan to open the rules, the dataset and the workspace.