🏨 Hotel Booking Analysis

Comprehensive EDA revealing $4.2M revenue opportunity

32.76%

Cancellation Rate

$4.2M

Revenue Lost

$420K

Recovery Potential

📊 View Interactive Dashboard 💻 View on GitHub 📓 Analysis Notebook

✨ Project Highlights

🎯
4 Key Drivers Identified
Lead time, special requests, market segment, price category
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Statistical Validation
T-tests, chi-square, correlation analysis (all p < 0.001)
🔧
8 Engineered Features
Strategic feature creation for deeper insights
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Actionable Recommendations
Prioritized action plan with ROI estimates
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Interactive Dashboards
Built with React and Plotly for exploration
💰
Revenue Impact Analysis
Quantified business value and recovery potential