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- Add ChurnRiskLevel type with Low, Medium, High, and Critical constants - Add ChurnPrediction struct with ProfileID, RiskLevel, RiskScore, PredictedChurnDate, Reasons, Recommendations, and LastUpdated fields - Add ChurnMetrics struct with Period, TotalSubscribers, ChurnedSubscribers, ChurnRate, MonthlyChurnRate, AnnualChurnRate, AverageTenure, and RiskDistribution fields - Add ChurnFactor struct with Factor, Impact, Description, and Weight fields