Releases: massoudsh/RFMInsight_Engine
Releases · massoudsh/RFMInsight_Engine
🚀 RFM Insight Engine v1.0.0 - Initial Release
🎉 Initial Release of RFM Insight Engine
✨ Key Features
- Complete RFM Analysis Pipeline: Automated data processing, RFM calculation, and segmentation
- Advanced Customer Segmentation: 11 predefined customer segments with business logic
- Machine Learning Clustering: K-means clustering with optimal cluster detection
- Marketing Strategy Generation: Segment-specific action plans and budget allocation
- Comprehensive Visualization Suite: 6 types of charts including interactive 3D plots
- Professional Reporting: HTML reports with executive summaries
📊 Sample Results
- 800 customers analyzed across 9 segments
- 2 optimal clusters with 0.620 silhouette score
- $20.6M total revenue processed
- Complete analysis in <30 seconds
🛠️ Technical Highlights
- Modular architecture with clean separation of concerns
- Type hints and comprehensive error handling
- Production-ready with extensive documentation
- MIT license and contributor-friendly setup
🚀 Quick Start
git clone https://github.com/massoudsh/RFMInsight_Engine.git
cd RFMInsight_Engine
pip install -r requirements.txt
python run_analysis.pyReady to transform your customer analytics! 🚀