Data Cleaning Exercises

Pro exercise

Check the period each extract covers

Three weekly extracts should each cover one week. Before combining them, profile each extract: row count, how many rows have a usable date, and the first and last date. An extract that stops early or overlaps the next one shows up immediately.

  • profiling
  • dates
  • inspection

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