: Identify any rows missing critical information like the product category or the rating itself.
: Look for seasonal spikes, such as increased shopping data around Black Friday or Cyber Monday. 3. Qualitative Review (The Sentiment) 138K SHOPPING DATA.txt
: Calculate the average rating and the spread (e.g., are most reviews 5-star, or is there a significant "polarization" with many 1-star and 5-star reviews?). : Identify any rows missing critical information like
: If the data shows many negative reviews related to "shipping speed," the recommendation would be to optimize logistics. are most reviews 5-star
: Look for "outlier" reviews—extremely long detailed reviews vs. short, generic "good" or "bad" feedback. 4. Actionable Insights