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Marketing Data (JSON format)
{ "monthly_traffic": [ {"month": "Jan", "users": 12000, "source": "organic"}, {"month": "Feb", "users": 15000, "source": "direct"}, {"month": "Mar", "users": 18000, "source": "organic"}, {"month": "Apr", "users": 17500, "source": "social"} ], "conversion_rate": 2.5, "top_campaigns": [ {"name": "Summer Sale", "roi": 5.2}, {"name": "Q2 Promo", "roi": 4.8} ], "churn_predictions": [ {"user_segment": "new_users", "predicted_churn": 0.15}, {"user_segment": "power_users", "predicted_churn": 0.02} ] }
Your Question
What are the key trends in user traffic and what is the predicted churn for new users?
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