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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

Taxpayer Accountability

232 posts · 56,529 engagement · first seen 3 May 2026 · last seen 23 Oct 2026

Taxpayer accountability encompasses debates and scrutiny over how public funds are collected, allocated, and spent by government, including demands for transparent costings, ministerial oversight of expenditure, and responsibility for the fiscal impact of policy decisions on New Zealand households.

Stance breakdown

How the per-edge framings classify across 47 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

57%
36%
Supportive 27 Critical 17 Neutral / explainer 2 Mocking 1

Sentiment breakdown

Whole-post emotional valence across 47 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.

23%
72%
Positive 11 Neutral 2 Negative 34

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
    11 posts · 37,846 engagement
    37,846
  • twitter
    8 posts · 1,410 engagement
    1,410
  • youtube
    26 posts · 926 engagement
    926
  • reddit
    2 posts · 445 engagement
    445

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.