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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

Defence Spending Rhetoric

20 items · 12 aliases · peaked week of 31 May 2026 · first seen 29 Apr 2026

Labour criticises National's plan to cut 374 Defence Force jobs, arguing it undermines operational effectiveness and discourages recruitment, while highlighting a mismatch between stated spending intentions and actual policy actions.

Stance breakdown Methodology →

How the framings classify across 8 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

13%
63%
25%
Supportive 1 Critical 5 Neutral / explainer 2

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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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.

  • Could New Zealand's nuclear-free stance be up for debate? That's if Chris Panck's comments it's believed. But Christopher Luxon, on the other hand, has said it's still a non-negotiable. But it speaks to a wider conversation about our defence spending. Especially after the US Secretary of War called New Zealand a freeloader for not increasing our defence budget to his liking. We're talking frigates freeloading and nuclear-free today on the front page. Listen in the iHeart app or wherever you get your podcasts.
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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.

necessity amid global risks

Hegseth’s bully-boy tactics won’t wash in NZ
3 Jun
point-of-order Centre-right

contextual, risk-based, pragmatic

Should NZ pay Washington’s defence bill?
2 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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