Data Cleaning Exercises

Pro exercise

Survey codes that mean missing

A satisfaction question is coded 1–5, with 8 for don't know and 9 for refused. Decode every answer with the codebook, but only 1–5 become a score: averaging an 8 or a 9 would invent satisfaction.

  • codebooks
  • missing values
  • lookups

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