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Photo by MILKOVÍ on Unsplash

With this project I set out to use the AirBnB property listing datasets for Seattle in 2016 to answer 3 questions and make 1 predictive machine learning model that could be beneficial for their business:

  • Question 1: What is the average overall occupancy for all properties in Seattle over the course of the year?
  • Question 2: Does it pay to be a Superhost? How do the occupancy, prices and reviews of Superhosts compare to normal hosts?
  • Question 3: What neighborhoods have the highest occupancy rates?
  • Prediction: Create a machine learning model to predict the average annual occupancy rate for a…

Torin Rettig

Data Scientist. Always learning.

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