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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.
live window
Topic

Long-Term Curriculum Reform

11 items · 10 aliases · peaked week of 26 Apr 2026 · first seen 30 Apr 2026

Auckland principals and educators express concern that the government's rapid rollout of new curriculum changes — particularly in English and maths — risks overwhelming schools with content and timelines, calling for a slowdown to ensure sustainable and effective implementation.

Stance breakdown Methodology →

How the framings classify across 3 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

67%
33%
Supportive 2 Critical 1

Volume by source orientation Methodology →

Stacked weekly counts; colour by lean. “n/a” covers government and iwi-Māori sources where lean isn't applicable.

Alias drift

How this topic has been named, week by week. A new alias winning out is usually a framing shift.

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In the press Methodology →

How the news corpus has covered this same topic over the last 12 weeks. 3 articles from RNZ, Stuff, NZ Herald, ODT, 1News, Newsroom and The Spinoff. Click through to the press view for the full panel.

12-week press volume 3 articles
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Sample framings

Up to 12 framings spread across orientations. Each framing is a short phrase the topic extractor generated to characterise the piece's stance — not a quote from the source. Click through to read the original.

deep structural change with urgent teacher support needs

Secondary schools to take centre stage in education Budget
27 May
waatea Government / N-A

tension between equity and neutrality in education reform

#education: Māori Council challenges ‘Tiriti scrub’ in school curriculum
1 May
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