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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 19 Oct 2026
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Topic · social

Māori Party Internal Dynamics

50 posts · 13,890 engagement · first seen 27 Jul 2020 · last seen 18 Oct 2026

Ongoing debates about the ideological direction, leadership legitimacy, internal cohesion, and electoral influence of Te Pāti Māori, including tensions that have prompted questions about potential splits and the party's role within Māori politics.

Stance breakdown

How the per-edge framings classify across 20 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

75%
15%
Supportive 1 Critical 15 Neutral / explainer 1 Mocking 3

Sentiment breakdown

Whole-post emotional valence across 20 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.

10%
90%
Positive 2 Negative 18

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.

  • youtube
    19 posts · 102 engagement
    102
  • facebook
    1 post · 30 engagement
    30

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.