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Booking.com Listing Reviews Scraper

Large-scale guest review extraction from Booking.com listings structured by property.

Result

A clean review dataset ready for sentiment analysis

Built with
PythonPlaywrightPagination HandlingPandasCSV Export
Booking.com Listing Reviews Scraper: screenshot of the delivered output

What it does

  • Extracts review text, score, reviewer nationality, and date per listing
  • Handles deeply paginated review sections per property
  • Maintains correct property attribution across multi-property scraping runs
  • Outputs a clean review dataset ready for sentiment analysis

Who it helps

  • Hotel teams identify recurring guest complaints before they compound into rating drops
  • Hospitality investors detect undisclosed operational issues during property due diligence
  • OTA account managers benchmark client review scores against direct competitors

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