This repository will hold files related to a consulting misssion conducted in association with Capgemini in February-March 2020. MSc Data Science students teamed up with Capgemini Invent Consultants from the Paris office to conduct a mock consulting mission for AccorHotels UK.
The project involved NLP to analyse reviews on TripAdvisor and provide strategic recommendations (rebranding, cost/revenue management) to the Bôkan Restaurant in Canary Wharf, London.
Techniques to be implemented are:
- data collection (scrapping)
- data cleaning
- word embedding
- topic extraction
- sentiment analysis
- strategic recommendations.