How to run: Make sure the geckodriver executable is in the same directory as notebook files
Web Scraping project: Retrieving general Data and Descriptions form Booking.com accomodations using Selenium and BeautifulSoup. Python code in Jupyter Notebooks.
NLP project:
- Running regresisons using the retrieved data to predict the effect on price changes during an event in Barcelona (Sonar festival)
- Natural Language Processing on hotel descriptions to obtain useful features:
- Stopwords treatment
- Stemming and Lemmatizing
- Document-term matrix
- Term Frequency (TF)-Inverse Document Frequency (IDF)
- Sentiment Analysis