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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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Topic

Teacher Academic Qualifications

11 items · 5 aliases · peaked week of 31 May 2026 · first seen 21 May 2026

A teacher with 13 years of ECE experience is asking whether their pay step would remain the same if they transition to secondary teaching, and whether their academic transcript—marked by lower grades—would impact their job prospects.

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. 2 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 2 articles
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Heard on radio

Verbatim segments from politicians speaking on podcasts and radio shows about this topic. Sourced via the voice-reference library — each speaker has been confirmed manually from their voice clip. Click play to stream the original audio from the publisher, pre-seeked to the moment the quote starts.

  • Evening, welcome to the program, seven minutes after six. So Erica Stanford wants to pay tradespeople more to help train the next generation. But to make that happen, she's going to need agreement from the unions. Now the PPTA says schools are crying out for trades teachers. But here's the catch. They say outside educators should be fully qualified if they're to be paid the same as registered teachers. Know their trade or to know how to teach. Also once upon a time known as Tech Two Kinger. And joining now, hello, Gus. Good evening, Andrew. So do these tradies uh need a proper proper qualification to teach 16 and 17 year olds, or is it easier than we think?
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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.

hdpa-drive Government / N-A

educational qualifications should not be a barrier to skilled teaching

Gus Gilmore: Te Pūkenga CEO on the Government's plan to increase pay for tradies working as unqualified teachers
3 Jun
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How the public reacted

Social-media signal on the same topic, drawn from the social lens. Engagement is likes + 2×shares + 3×replies, the same weighting used across the digest cards. View on /social →

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