ruslanmomot / Inside_AirBnb_Hacks

Using data from Inside Airbnb I hacked together some examples using NLP and Machine Learning

AirBnB Hack

• Using inside airbnb we look at the data on airbnb in Paris.
• For predictive modelling we use a Gradient Boosted Regression method - with tools from partial dependence.
• We build some simple models and do some Topic extraction with Non-negative Matrix Factorization and Latent Dirichlet Allocation