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Scraper engineering

Error dataset

A separate dataset holding the rows that failed, with the reason for each, so a partial run is auditable rather than silently incomplete.

Keeping failures out of the main dataset is a data-quality decision; not charging for them is a billing one. Both matter, and they are independent.

Where this comes up