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booking-com

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This project analyzes 1,500 customer reviews from Booking.com for La Veranda Hotel (Larnaca, Cyprus) using Natural Language Processing (NLP). It performs sentiment scoring, topic modeling (LDA), and geographic sentiment analysis to uncover actionable insights that can improve hospitality operations and marketing strategy. Built using Orange.

  • Updated Jul 24, 2025

Booking scraper api. Pull hotel name, nightly price, review score, and location from Booking.com search results as JSON, with a Stealth option for anti-bot pages.

  • Updated Jul 29, 2026

EDA & feature engineering for Kaggle sf-booking: predict European hotel ratings with Random Forest (MAPE 0.139). Jupyter, pandas, scikit-learn.

  • Updated Jun 4, 2026
  • Jupyter Notebook

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