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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

Land Value Tax

133 posts · 15,187 engagement · first seen 2 May 2026 · last seen 8 Sep 2026

A proposed tax policy that would shift the basis of property taxation from the combined value of land and improvements to the unimproved value of land alone, with the Opportunity Party advocating it as a central plank of their fiscal platform in New Zealand.

Stance breakdown

How the per-edge framings classify across 103 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

26%
60%
11%
Supportive 27 Critical 62 Dismissive 3 Neutral / explainer 11

Sentiment breakdown

Whole-post emotional valence across 103 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.

14%
17%
70%
Positive 14 Neutral 17 Negative 72

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
    5 posts · 9,306 engagement
    9,306
  • reddit
    10 posts · 4,969 engagement
    4,969
  • twitter
    3 posts · 660 engagement
    660
  • youtube
    85 posts · 186 engagement
    186

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.