Data Cleaning Exercises

Pro exercise

What the dictionary doesn't cover

Before applying a mapping dictionary, find out what it misses: the normalized values that have no entry, with how often each occurs. Missing values get their own row. The output is the to-do list for whoever maintains the dictionary.

  • inspection
  • mappings
  • profiling

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