Hotels vs Airbnb a case study: Barcelona (proof of concept)
Within the Scraping folder you can find the two scraper I used for this project:
- Tripadvisor: selenium scraper for the full list of hotels and basic information
- Tripadvisor_scrapy: where you can find the scrapy crawler that was used to get the detail of each of the hotels.
Analysis folder where you can find the following:
- Airbnb vs Hotels R code where I conducted teh nearest neighbour classification
- Python notebook wiht part of the data cleansing and cartoframes interface.
Finally in the blog-presentation a summary of the main findings.