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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 19 Oct 2026
→ This week
Topic · social

Public Trust In Democracy

725 posts · 59,260 engagement · first seen 27 Aug 2015 · last seen 25 Oct 2026

Public trust in democracy encompasses New Zealanders' confidence in elected officials, government institutions, and political processes, including debates around transparency, accountability, and whether those in power act with integrity in the public interest.

Stance breakdown

How the per-edge framings classify across 210 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

96%
Supportive 4 Critical 201 Neutral / explainer 3 Mocking 2

Sentiment breakdown

Whole-post emotional valence across 210 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.

87%
Positive 13 Neutral 15 Negative 182

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
    6 posts · 12,420 engagement
    12,420
  • reddit
    8 posts · 2,359 engagement
    2,359
  • youtube
    193 posts · 868 engagement
    868
  • twitter
    3 posts · 649 engagement
    649

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.