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Read the Blog

Access the final result map here

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.

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