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What the picker changes
  • Top topics digest — the cards score the selected period against the prior 4 weeks.
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  • Coverage gap quadrant — scores the selected period against the 12 weeks before it (not including it).
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What stays as-is
  • Outlet orientation strip / lean colours — context-only, drawn from the last 12 weeks of activity regardless.
  • Co-occurrence graph — recent-activity anchored, not picker-driven.
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Rolling 7 days is a sliding live window for “current vibes”; switch to Weekly to compare specific weeks side-by-side.
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Week of 8 Jun 2026
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Topic · social

Racial Bias In Politics

27 posts · 697 engagement · first seen 29 Apr 2026 · last seen 17 Jun 2026

A reply that accuses a political figure of racism and online hostility, reflecting tensions around racial bias and personal attacks in political discourse.

Stance breakdown

How the per-edge framings classify across 21 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

95%
Critical 20 Mocking 1

Sentiment breakdown

Whole-post emotional valence across 21 classified posts that reference this topic. Distinct from stance: a post can be supportive of the topic and still negative in tone (an angry supporter) — the two together capture the texture short-form posts compress into very few words.

90%
Positive 1 Neutral 1 Negative 19

Platform mix

Where the conversation is happening. Engagement is volume-weighted (likes + 2×shares + 3×replies); a small number of high-impact posts can outrank a high-volume but low-engagement platform.

  • reddit
    1 post · 599 engagement
    599
  • youtube
    20 posts · 88 engagement
    88

Top posts by engagement

The most-engaged posts referencing this topic. Engagement is likes + 2×shares + 3×replies; the order matches the digest ranking on /social.