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Fortytwo Dashboard — Analytics for the collective intelligence swarm

Query Quality

Spam detection and quality monitoring for public queries

ScannerAuto: every 30 min

Scans all completed public queries for spam/junk content

Detection Criteria
Text shorter than 20 characters
Single word without spaces
Words longer than 40 chars (garbage/base64)
Repetitive characters (e.g. "eakkkk")
Nonsense patterns (e.g. "Hi", "Ok?")
Only public queries analyzed (is_public=true, ~14%)
Detected Spam Queries
ScoreContentReasonsAuthorSpecializationCreated