Data Cleaning Exercises

Pro exercise

Flag small samples, don't hide them

Summarize product ratings with the median and the number of reviews. A median from three reviews isn't reliable, so flag products with fewer than 5 reviews instead of dropping them or pretending they're as solid as the rest.

  • aggregation
  • sample size
  • flags

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