This project scraped reviews of 18 different travel sites from ConsumerAffairs.com, and conducted analyses, including numerical analysis, NLP, and sentiment analysis.
You can find the web scrapy python codes in the Web Scrapy Python folder download
A total of 35,358 reviews were downloaded, reviewed, and analyzed. The scraped reviews can be downloaded here
There are two notebooks availabe in this repository.
- Data_Processing&Initial_Analysis.ipynb
- NLP_Sentiment_Analysis.ipynb
Plots and figures generted in the notebooks can be found in the 'Figures' folder in the repository
Details of the project can be found in my Blog