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What the picker changes
  • Top topics digest — the cards score the selected period against the prior 4 weeks.
  • 12-week heatmap & outlet matrix — show the 12 weeks ending at the selected week (they slide back with the picker, they aren’t a fixed snapshot).
  • Per-topic volume / alias drift — same 12-week trailing window, anchored on the selected period.
  • Coverage gap quadrant — scores the selected period against the 12 weeks before it (not including it).
  • Anomaly cards — only show alerts the detector fired during the selected period. Quiet weeks legitimately show none.
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.
  • Source & topic profiles — all-time data for the topic; the picker doesn’t affect them.
Rolling 7 days is a sliding live window for “current vibes”; switch to Weekly to compare specific weeks side-by-side.
Weekly Rolling 7 days
live window
Topic · social

Online Harassment

562 posts · 16,898 engagement · first seen 6 Sep 2015 · last seen 24 Oct 2026

Online harassment encompasses the abuse, threats, stalking, deepfakes, and coordinated hostility directed at individuals—including politicians, public figures, and ordinary people—via social media, dating apps, and other digital platforms, and the policy and legal responses aimed at addressing it.

Stance breakdown

How the per-edge framings classify across 274 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

9%
49%
9%
20%
13%
Supportive 26 Critical 133 Dismissive 25 Neutral / explainer 54 Mocking 36

Sentiment breakdown

Whole-post emotional valence across 274 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.

9%
20%
71%
Positive 25 Neutral 54 Negative 195

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
    8 posts · 1,167 engagement
    1,167
  • youtube
    263 posts · 790 engagement
    790
  • twitter
    2 posts · 45 engagement
    45
  • facebook
    1 post · 8 engagement
    8

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.