Airbnb Rental Income Prediction

Predictive models for rental income and listing success using engineered market features.

Cleaned and engineered features from Airbnb listing data (location, amenities, review velocity, seasonality) and trained regression models to predict expected rental income. Compared linear, random forest, and gradient boosted models and interpreted feature importance for hosts optimizing pricing.