Newsrooms download CSVs from city open-data sites daily. Fast sorting and filtering catch null districts, duplicate precinct IDs, and impossible totals before publication.
Practice
- Keep immutable raw downloads; work on copies.
- Log the portal URL and retrieval timestamp in your methodology.