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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 Union Influence

28 posts · 6,958 engagement · first seen 8 Dec 2022 · last seen 26 Oct 2026

The role, pressure, and perceived legitimacy of the New Zealand Taxpayers' Union in shaping public policy debate, including its advocacy positions and influence on fiscal and economic discourse.

Stance breakdown

How the per-edge framings classify across 15 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

80%
Supportive 1 Critical 12 Neutral / explainer 1 Mocking 1

Sentiment breakdown

Whole-post emotional valence across 15 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.

13%
13%
73%
Positive 2 Neutral 2 Negative 11

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
    2 posts · 5,844 engagement
    5,844
  • reddit
    2 posts · 265 engagement
    265
  • youtube
    11 posts · 148 engagement
    148

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.