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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
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Week of 13 Jul 2026
→ This week
Topic · social

Political Media Credibility

602 posts · 19,429 engagement · first seen 25 Apr 2008 · last seen 23 Jul 2026

The perceived trustworthiness and impartiality of New Zealand's news media and political journalists, encompassing public and political debate over whether outlets such as TVNZ, major newspapers, and prominent commentators meet standards of accurate, fair, and credible reporting.

Stance breakdown

How the per-edge framings classify across 559 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

87%
Supportive 13 Critical 489 Dismissive 4 Neutral / explainer 13 Mocking 40

Sentiment breakdown

Whole-post emotional valence across 559 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.

89%
Positive 27 Neutral 33 Negative 499

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.

  • facebook
    8 posts · 5,912 engagement
    5,912
  • youtube
    507 posts · 4,057 engagement
    4,057
  • twitter
    28 posts · 3,531 engagement
    3,531
  • reddit
    16 posts · 2,264 engagement
    2,264

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.