Data and analysis
British Airways Data Science Simulation
Review sentiment and a booking-completion model, plus two other simulations in the same repository.
Cover art. Not a screenshot of client software.
About this project
Scraped about 4,000 Skytrax reviews with BeautifulSoup, cleaned them with NLTK, and scored sentiment with TextBlob, including word clouds. Trained a Random Forest on about 50,000 booking records to predict booking completion, at 85% accuracy. The same repository includes the Accenture North America data-analytics simulation and the Standard Bank data-science simulation (both Aug 2024).
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