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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 8 Jun 2026
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Topic · social

Treaty Of Waitangi Negotiations

241 posts · 35,308 engagement · first seen 20 Aug 2017 · last seen 18 Jun 2026

A Labour Party release announces key ministerial portfolio shifts following Grant Robertson's retirement, highlighting Barbara Edmonds' appointment to Finance and critiquing the coalition government's failure to deliver campaign promises.

Stance breakdown

How the per-edge framings classify across 216 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

14%
75%
Supportive 30 Critical 163 Dismissive 6 Neutral / explainer 11 Mocking 6

Sentiment breakdown

Whole-post emotional valence across 216 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%
11%
81%
Positive 18 Neutral 23 Negative 175

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 · 13,354 engagement
    13,354
  • reddit
    24 posts · 8,104 engagement
    8,104
  • twitter
    8 posts · 4,763 engagement
    4,763
  • youtube
    179 posts · 3,406 engagement
    3,406

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.