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 frequently mentioned words (e.g., "quality," "delivery," "broken," "recommend") to understand general customer satisfaction or common pain points. 138K SHOPPING DATA.txt

: E-commerce datasets often contain duplicate entries from system errors or scraping artifacts. : Calculate the average rating and the spread (e

: Look for seasonal spikes, such as increased shopping data around Black Friday or Cyber Monday. 3. Qualitative Review (The Sentiment) are most reviews 5-star

: Use a tool to categorize reviews as Positive, Neutral, or Negative.

: Convert review text to lowercase and remove special characters if you plan to perform sentiment analysis. 2. Quantitative Review (The Numbers)