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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.
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Topic

Long-Term Fiscal Planning

32 items · 19 aliases · peaked week of 3 May 2026 · first seen 28 Apr 2026

The piece critiques New Zealand's lack of comprehensive long-term planning in public policy and infrastructure, highlighting systemic failures in fiscal forecasting, market assumptions, and environmental resilience, while offering a positive assessment of the 2026 National Infra-

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.

100%
Critical 3

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. 8 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 8 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.

  • Well, that that I think is where the the plan recommending uh or sorry the response stating that there will be a review of the land transport funding system, I think brought those two areas together. You know, it's a long-standing issue here that uh our ambitions when it comes to transport investment are large. Our funding is very narrow and getting narrower in many ways. Uh, and the value that we're kind of seeing this is is I think generally speaking, people aren't seeing it right. Our our the amount we're paying in fuel excise duty today is is is in the order of twelve cents higher than what it was thirty years ago. So we are paying more for it for projects that themselves are becoming much more expensive. And I think there's a lot of question marks over how this is all happening. And uh I think the you know that there's a decision here to to look into this in more detail.
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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.

pundit Centre

systemic neglect and delayed accountability

Planning for the Future
27 Feb
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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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