Current collection run
Source coverage and scan quality
Evidence from the verified seven-day snapshot. Historical trends begin after daily persistence is enabled.
Records fetched
Volume by source
60X
32Instagram
53Facebook
0YouTube
Classification funnel
What survived review
Fetched records145
Inside strict 7-day window142
Verified civic-negative0
Excluded as neutral / irrelevant142
Search-provider relevance is not treated as sentiment. Every flagged result must identify Varanasi and contain genuine criticism of a civic issue or authority.