Prepyr

How to remove CSV duplicates safely

Do not deduplicate on every column by default. Define the entity and business key, normalize comparison fields without overwriting the source, rank candidate matches, choose a survivor rule, and keep a removal log.

Find exact and near-duplicate CSV records, define the business key, choose survivor rules, and validate what was removed before export.