Counters are cumulative snapshots. Publication filters describe content cohorts. Fetch time differs from collection time; 64 Instagram rows were fetched 22 Oct. Missing values stay unknown. Exact shortcode agreement does not certify OCR pixels, order or completeness. Facebook covers are not matched to Instagram. No audience totals or sales attribution.