Professional analysis of Airbnb open data with rich visualizations and predictive modeling to uncover market trends, pricing strategies, and actionable insights.
Tip: If viewing online, try the nbviewer link: Open in nbviewer
End-to-end data workflow tailored for exploratory analysis and predictive insight generation.
Comprehensive EDA to understand distributions, correlations, and patterns in Airbnb listings and bookings.
Clean, insightful charts and maps highlighting pricing trends, occupancy, seasonality, and geographic hotspots.
Price and occupancy forecasting using regression and ensemble techniques for decision-ready insights.
Notebook-driven analysis with clean code, documented steps, and version control for transparency.
Open the notebook locally to explore the code, visualizations, and modeling steps.
Open .ipynb