This is a Data Science project. Collect, clean and analyze foreign tourists reviews from TripAdvisor's Canadian attraction reviews. The project is written in Python through Jupyter Notebook. The data was collected via web crawler including 112,419 reviews. Insights and recommendations are extracted and provided in the project.
Analysis Packages used in this project:
- Time series analysis: Pandas, Numpy.
- Sentiment analysis: Nltk.
- Data visualization: Pyplot.