Data Cleaning Exercises

Pro exercise

Profile completeness before cleaning

Before changing anything, measure how complete the file is: total rows and how many rows actually have an email, a phone and a birth date. Blank and whitespace-only cells don't count as present.

  • profiling
  • missing values
  • aggregation

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