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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 31 Aug 2026
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Topic · social

Matariki Events

70 posts · 34,672 engagement · first seen 18 Jun 2022 · last seen 30 Jul 2026

Matariki events encompass the public festivals, ceremonies, concerts, markets, and cultural gatherings held across New Zealand to mark the Māori New Year, observed when the Matariki star cluster rises in mid-winter.

Stance breakdown

How the per-edge framings classify across 68 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

62%
25%
Supportive 42 Critical 17 Dismissive 2 Neutral / explainer 2 Mocking 5

Sentiment breakdown

Whole-post emotional valence across 68 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.

59%
18%
24%
Positive 40 Neutral 12 Negative 16

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
    8 posts · 27,334 engagement
    27,334
  • reddit
    26 posts · 3,352 engagement
    3,352
  • youtube
    32 posts · 3,204 engagement
    3,204
  • twitter
    2 posts · 719 engagement
    719

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.