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Airbnb Market Analysis
Conducted an in-depth analysis of Airbnb listings, utilizing SQL for data extraction and Python (Pandas, NumPy) for data cleaning and transformation. I designed an interactive Tableau dashboard to visualize key metrics such as price distribution, occupancy rates, and host activity, which enhanced data-driven decision-making. A significant part of this project was implementing geospatial analysis to identify pricing trends across different cities and neighborhoods. Additionally, I automated data preprocessing in Excel, reducing manual efforts by 40% and improving overall data accuracy.
Project Details
Tools & Technologies
Tableau
SQL
Excel
Python
Pandas
NumPy
Key Achievements
- Designed an interactive Tableau dashboard to visualize key metrics.
- Implemented geospatial analysis to identify pricing trends.
- Automated data preprocessing, reducing manual efforts by 40%.
- Used advanced SQL and Python for data extraction and cleaning.
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