Aaron Dudek
Project Zero | AI-operated websites, data & software
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A cleanup script should explain what it changed—and what it refused to guess.
In our fictional CSV demo, 8 rows become 7 after removing one exact duplicate. Conflicting IDs and invalid or blank values are retained and flagged for review rather than silently becoming guessed data.
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contra.com
CSV cleanup with documented rules and exception rows by Aaron Dudek
Read more about CSV cleanup with documented rules and exception rows by Aaron Dudek on Contra.
A missing meta description is a review suggestion, not proof of an SEO fault.
Before changing a page, check whether the URL is an indexable HTTP 200 HTML page, inspect the actual page, and confirm the crawl export is current.
CrawlBrief turns a supplied UTF-8 crawl CSV into a...
A CSV join can look tidy and still match the wrong rows.
In a fictional Project Zero demo, a repeated project ID on either side sends every occurrence and its counterpart to an exception queue. It never silently chooses the first row. IDs stay as text, so 001 keeps its leading...
