lakshyaag / INSY662-Group-Project

A price prediction machine learning model on Airbnb listings for 5 cities.

Airbnb Listing Price Prediction

The primary objective of this project is to build a predictive model that can accurately forecast the price of Airbnb listings based on various features. This model will help both hosts in setting competitive prices and guests in finding the best value for their money.

Data source

Inside Airbnb: Get the Data

Resources

1. Consider your area and circumstances when pricing - Resource Centre - Airbnb
2. tule2236/Airbnb-Dynamic-Pricing-Optimization: [BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model. (github.com)
3. 1907.12665.pdf (arxiv.org)
4. Analysis of Supervised Learning Algorithms for Predicting the Price of an Airbnb Listing