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This canvas performs a comprehensive analysis of an e-commerce dataset pipeline, examining data quality, schema structure, and performance bottlenecks across 9 datasets with ~1M+ geolocation records. It identifies key optimization opportunities including lazy date parsing, selective join strategies, and geolocation filtering to improve pipeline efficiency.