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The annual analysis competition brought together data enthusiasts from around the world to solve a complex business problem using a real dataset. Participants spent 48 hours diving into messy spreadsheets, applying machine learning models, and arguing over the best ways to visualize trends. By the end, the winning team not only nailed the revenue prediction but also found a hidden pattern that saved a hypothetical company thousands in shipping costs. It was a weekend of caffeine-fueled coding,… analysis competition 7