This repository contains our solution for the Women in Data Science (WiDS) Case Competition Winter 2024, focusing on Vancouver's short-term rental market transformation. The challenge addresses how property owners can adapt to new regulatory changes affecting Airbnb listings in Vancouver, effective May 1, 2024.
As Vancouver implements new regulations on short-term rentals, property owners and hosts must explore alternative strategies for property utilization. The challenge involves:
- Analyzing historical Airbnb data to redefine short-term rental strategies
- Developing predictive models for revenue forecasting
- Proposing sustainable business models that comply with new regulations
- Providing data-driven recommendations for property owners
