My name is Claudia and I need to perform a sentiment analysis on hotel reviews on TripAdvisor using programming language (R, Python whatever you consider most useful). Unfortunately, I do not have any knowledge in coding, hence I need your help!
1. web scrapping: the code should first include scraping only the hotel's reviews concerning the suites. it should read the whole review (including "more") and if possible to exclude the manager's replies. Also, it should read each person's rating, date of review, country (if shown), nr of reviews and the text.
2. sentiment analysis: the code should load the positive, negative, neutral English lexicon. it should give the sentiment score and should include interesting data visualization of the results ( i.e. which words are predominant, the relation between each country, date, rating, nr of reviews and sentiment score, predominant word, or whatever relationships that can result from the analysis.
HTML: [login to view URL]
The whole purpose is to allow conclusions and recommendations about the hotel's suites for me as a researcher.
Thank you very much!
29 freelancers are bidding on average £184 for this job
Hi, I can perform sentiment analysis and produce charts or reports for the same, web scrapping will be tricky but i am open to such challenges, let me know if you wish to work with me on this.
I have a code ready for this purpose. I can send you final work in less than 24 hours of time. My model is currently tested on hotel reviews and accuracy was 90%+.