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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 20 Jul 2026
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Topic · social

Public Funding Transparency

177 posts · 46,263 engagement · first seen 18 Nov 2015 · last seen 27 Jul 2026

Debates and scrutiny surrounding the disclosure, accountability, and ethical use of public money in New Zealand, including government contracts, grants, ministerial spending, and the funding of public services and institutions.

Stance breakdown

How the per-edge framings classify across 154 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

38%
61%
Supportive 59 Critical 94 Mocking 1

Sentiment breakdown

Whole-post emotional valence across 154 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.

8%
12%
79%
Positive 13 Neutral 19 Negative 122

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
    13 posts · 34,926 engagement
    34,926
  • twitter
    21 posts · 3,064 engagement
    3,064
  • reddit
    16 posts · 1,850 engagement
    1,850
  • youtube
    104 posts · 1,082 engagement
    1,082

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.