Printed length counts topic-matched texts. Ink, outlines and cuts show positive, neutral and negative wording scored by VADER. Scores do not measure approval, emotion or political stance.
Replies: Muhammet Akkurt, CC BY-NC 4.0, Feb–Apr 2026. Feed: Matt Stiles/CNN, CC0 archive terms, underlying rights separate. VADER: Hutto and Gilbert, MIT; English word rules can miss sarcasm and quotation. Code: Luke Steuber, MIT.
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