World's Most Expensive Flowers Dataset into Analysis-Ready Intelligence Using SAS and R
🌸 PETALS OF BILLIONS AND PIXELS OF PRECISION: Transforming the World's Most Expensive Flowers Dataset into Analysis-Ready Intelligence Using SAS and R Introduction:When Luxury Meets Data Chaos Imagine a luxury global flower auction platform specializing in ultra-premium flowers such as: Juliet Rose Shenzhen Nongke Orchid Kadupul Flower Gold of Kinabalu Orchid Saffron Crocus The company prepares a quarterly executive report showing global luxury flower demand trends and pricing forecasts using AI models. Suddenly disaster strikes. The analytics dashboard reports: Negative flower prices. Duplicate auction IDs. Missing auction dates. Invalid buyer emails. Impossible flower ages. Region codes such as apac, APC, asia-pacific, and A P A C. Corrupted timestamps. NULL values stored as text. Category labels such as Rare, rare, RARE, and R@RE. The AI forecasting engine predicts a 300% increase in orchid demand because duplicate reco...