Data Cleaning Exercises

Pro exercise

Rates are fractions, not percents

Discount rates must be stored as fractions between 0 and 1. A value like 15 is almost certainly a percent typed in the wrong unit: report it instead of dividing by 100 on a guess.

  • units
  • ranges
  • decimal precision

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