Rental Property Modelling

The team for this project explored the use of machine learning (linear regression, random forests) to model housing prices (and determinants) using rental property data from Zoopla They also utilised sentiment analysis, a branch of Natural Language Processing techniques that involves determining whether text is positive or negative, to analyse property reviews and produced a heatmap of property sentiment.

And the slides to their presentation are available here