Tone is scored by a keyword model over each name's recent Finnhub company-news headlines (via the bpleone worker) — bullish words lift the score, bearish words lower it; "mentions" is the real article count. This is a rough directional read of the news narrative, not a paid social-sentiment feed and not a trade signal. Names with no recent headlines show as "no coverage" rather than a fabricated score.