Learn why deterministic cleaning stages often outperform raw similarity scores when deduplicating supplier lists in Python. From normalization to review queues, this approach reduces ambiguity, improves trust, and makes entity resolution easier to scale. #datacleaning #python #datascience #entityresolution #procurement #automation

Deduplicating a supplier list sounds simple until the same company appears four different ways. One row says