Exploring Hotel Review Data from Trip Advisor with R

August 14, 2014
By

[This article was first published on Notes of a Dabbler » R, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.

I wanted to use R to explore hotel review data. I chose to explore reviews for 3 hotels from Trip Advisor. First, I had to scrape the review data. I have described how I scraped the data here. I used the extracted review data and did the following exploratory analysis:
* Check ratings over time
* Check the frequent words in the top quotes for each review grouped by star rating
* Check if I can find any themes in reviews with simple k-means clustering

I have described the exploratory analysis of data here.

I think my analysis was probably a bit simplistic. Right now I didn’t find anything non-obvious from this exploratory analysis. But it was still a fun exercise. In the future, I will explore how topic model packges work with this data.

 

 

To leave a comment for the author, please follow the link and comment on their blog: Notes of a Dabbler » R.

R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.



If you got this far, why not subscribe for updates from the site? Choose your flavor: e-mail, twitter, RSS, or facebook...

Comments are closed.

Search R-bloggers

Sponsors

Never miss an update!
Subscribe to R-bloggers to receive
e-mails with the latest R posts.
(You will not see this message again.)

Click here to close (This popup will not appear again)