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Forbes contributors publish independent expert analyses and insights. John Sviokla covers GenAI/AI's impact on commerce and society. This voice experience is generated by AI. Learn more. This voice ...

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We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› By Caroline Mullen Caroline Mullen is a writer focused on cleaning and organizing ...

Implemented pandas-based cleaning rules in data_preprocessing.py, transformations for salesorder.csv → clean_salesorder.csv, pipeline testing via multiple DAG runs.