Analyzing AirBnB Data in the Lovely City of Seattle

Question #1: What are some of the features of places with the most reviews?

Attributes of properties with the most reviews
  • Similar numbers of bedrooms and bathrooms
  • Relatively similar prices
  • Very similar scores
Reviews for the top most reviewed property
Reviews for second most reviewed property

Question 2: What is the average rental price each month?

Average Rental Price Each Month in 2016

Question 3: Can we predict overall rating based on other factors about the property?

R-Squared Scores

Conclusion

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
David Hundley

David Hundley

Principal machine learning engineer at a Fortune 50 company, 5x AWS certified, 2x HashiCorp certified, 1x GCP certified, M.A. in Org Leadership, PMP, ChFC, CSM