01 / The brief
The question
Analyze Airbnb listing data to understand pricing, availability, room types, and location-based market patterns.
This GitHub project analyzes Airbnb listing data to understand rental prices, listing distribution, room types, availability, and market behavior. It is useful for showing real-estate and hospitality analytics skills.
Results & observations
- Delivered an Airbnb listing analysis that explains pricing and listing patterns.
- The project demonstrates hospitality, real-estate, and marketplace analytics.
Challenges
- Cleaning listing data
- Handling pricing and availability fields
- Comparing different rental segments
- Making marketplace insights clear
Approach
- Prepared Airbnb listing data for analysis.
- Explored pricing, availability, and listing characteristics.
- Compared listings by room type and location.
- Generated insights about short-term rental market behavior.
Implementation details
Data Cleaning
Prepared Airbnb listing data for analysis.
Price Analysis
Analyzed listing prices and pricing patterns.
Room Type Analysis
Compared listings by room type.
Availability Review
Explored listing availability behavior.
Market Insights
Converted listing data into useful rental market insights.
Explore the report
Select a screenshot for a larger view.