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Releases: massoudsh/RFMInsight_Engine

🚀 RFM Insight Engine v1.0.0 - Initial Release

18 Oct 10:28

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🎉 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.py

Ready to transform your customer analytics! 🚀