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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

Media Independence

306 posts · 25,982 engagement · first seen 6 Sep 2015 · last seen 25 Oct 2026

The freedom of news organisations and journalists to report and publish without undue influence from governments, commercial interests, or political actors, encompassing debates about editorial independence, media ownership, and the boundaries between lobbying and journalism.

Stance breakdown

How the per-edge framings classify across 55 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

25%
73%
Supportive 14 Critical 40 Neutral / explainer 1

Sentiment breakdown

Whole-post emotional valence across 55 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%
9%
82%
Positive 5 Neutral 5 Negative 45

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.

  • youtube
    51 posts · 350 engagement
    350
  • twitter
    2 posts · 164 engagement
    164
  • reddit
    2 posts · 25 engagement
    25

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.