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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.
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Week of 6 Jul 2026
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Topic · social

Economic Sovereignty

62 posts · 7,530 engagement · first seen 18 Mar 2026 · last seen 14 Jul 2026

A commentary piece argues that a proposed trade deal with India fails to serve Aotearoa's economic and cultural interests, emphasizing the need for fair, sovereign trade policies grounded in Māori values and local priorities.

Stance breakdown

How the per-edge framings classify across 56 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

57%
36%
Supportive 32 Critical 20 Neutral / explainer 3 Mocking 1

Sentiment breakdown

Whole-post emotional valence across 56 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.

16%
77%
Positive 9 Neutral 4 Negative 43

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
    1 post · 3,840 engagement
    3,840
  • twitter
    4 posts · 1,679 engagement
    1,679
  • reddit
    1 post · 1,526 engagement
    1,526
  • youtube
    50 posts · 473 engagement
    473

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.