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cutomer-analytics

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Customer segmentation project using the RFM (Recency, Frequency, Monetary) model to categorize customers based on purchasing behavior. Includes automated data cleaning, RFM scoring, business segment labeling, visualization, and K-Means clustering for unsupervised segmentation.

  • Updated Nov 10, 2025
  • Python

End-to-end Python & SQL churn analysis pipeline built on 1,000+ customer records. Features database integration, exploratory data analysis, and stakeholder-ready Matplotlib/Seaborn visualizations uncovering revenue risk and key retention drivers.

  • Updated Jul 26, 2026
  • Jupyter Notebook

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