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




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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