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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.
Week of 8 Jun 2026
This week
Topic

Farming Sector Resilience

23 items · 21 aliases · peaked week of 7 Jun 2026 · first seen 28 Apr 2026

A political commentary piece argues that New Zealand should quit the Paris Agreement due to its failure to account for national realities, especially in agriculture, and calls for an end to emissions pricing and carbon-based policies that harm farming and rural livelihoods.

Stance breakdown Methodology →

How the framings classify across 7 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

71%
29%
Supportive 5 Critical 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. 10 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 10 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, look, sure, they are buoyant times, and I don't think we can question that at all. I mean, I know diesel, fertiliser, animal health compliance costs through the roof. But as a raucous, with the exception of arable farming, these are boom times. But I have a strong belief, this is my view, we have a bit of an imposter syndrome as farmers, born of the very volatile nature of farming and, you know, how much can you sort of bank on the future? Can we have some sort of... sort of security so i've been a question has been posed to me to have a closer look at this and where do the boom times lead us and what does farming in new zealand look in five to ten years so there's a bit of a blueprint there so that we can you know how do we take advantage of technology uh without without and this is the kind of the well that the crunch thing here without seeing without the seemingly all conquering desire to reduce staffing costs let's face it we're not good with that so what i'm looking into and what i'm getting some research done on them and i want to come through with the answers what do humans do better than the machine you know focusing on the people so that we're getting the best out of the land and our people and you know there are great dairy farms great sheep and beef operations but this whole thing of all cutting back on people because we've got halter and low emission breeding and and auto milking machines and the like you know We've just, it's just, there's got to be this on something called people that might just serve to underpin New Zealand farmers and their self-belief, which is sometimes not the greatest, that they are the leaders of the world.
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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.

greenpeace-nz Centre-left

undermined by fossil fuel dependency and industrial farming

Dirty coal and dirty water: Greenpeace condemns proposed fertiliser factory
22 Apr
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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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