Customer Churn Prediction Automation & Expert System in Alteryx + Dataset

✅ What is Customer Churn and Why is This Project a Golden Investment?

Customer Churn refers to the cancellation of a subscription or the termination of a buyer’s relationship with a business. Acquiring a new customer costs 5 to 25 times more than retaining an existing one!

This product is a pre-designed Workflow in Alteryx that functions as an Early Warning System. Using this ready-made project, without the need for hours of coding or wrestling with complex algorithms, you can input raw data and, within seconds, extract a precise list of customers who are on the verge of leaving your company.

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📊 What Files and Information Are Included in This Package?

This package is a comprehensive, end-to-end solution containing the following:

• Standard International Dataset (Telco Customer Churn): A CSV file containing over 7,000 real customer records with 21 analytical features (demographic information, contract type, monthly charges, and technical support history).
• Ready-Made Alteryx Project File (.yxmd): A fully automated processing workflow with a modular architecture that performs data cleansing, feature engineering, and class balancing (Undersampling) in a fraction of a second.
• Intelligent Scoring Engine: A rule-based expert system that, instead of using black-box models, assigns a risk score to each customer based on precise business logic.

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🎯 Who Is This Product Perfectly Suited For?

• Data Analysts & BI Specialists: For executing data engineering projects, ETL processes, and developing customer retention dashboards in an enterprise environment.
• Marketing & CRM Managers: For extracting urgent contact lists to offer discounts and prevent high-risk customer defection.
• Students & Data Science Enthusiasts: An outstanding corporate-style project for university class presentations, theses, and building a powerful portfolio (resume).
• Subscription-Based Service Providers: Internet, insurance, SaaS, and loyalty clubs looking to implement this system on their own native data.

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⚙️ Analytical Capabilities & Outstanding Advantages of This Workflow

• 100% Standalone Execution with Zero Additional Costs: This project is built entirely with Alteryx base tools and requires no downloading of heavy packages or purchasing paid AI licenses (Predictive Tools).
• Premium, Corporate Visual Design: Utilizes color-coded, separated Tool Containers, precise tool annotations, and an engineered, aligned layout on the canvas.
• Automated, Segmented Outputs: Instant generation of two separate Excel files (the High_Risk_Customers list for immediate action and the Loyal_Customers list for loyalty programs).
• Error-Proof & Flexible: Automatic handling of missing values and the use of relative paths, ensuring the project runs on any system with a single click.

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📦 Product Specifications

Specification	Details
Product Title	Customer Churn Prediction Automation in Alteryx + Dataset
Product Code	yxzp02
Number of Files	1 Compressed (ZIP) file containing the workflow, dataset, and sample outputs
Main File Formats	YXMD (Alteryx), CSV (Raw Data), XLSX (Final Reports)
Required Software	Alteryx Designer (Version 2022 and later)
File Size	1.5 MB
Customizability	Yes