Discovery
Names ranked by how unusual today's attention is against their own history, not by raw mention volume, which mega caps always win.
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Tracked securities
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With known earnings date
Attention breakouts
Today's mentions vs. each ticker's own 30-day baseline, in standard deviations
Rebound candidates
Down sharply from their 3-month high, still liquid enough to trade
Reporting soon
Earnings inside the next 3 weeks