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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

Ai In Agribusiness

5 items · 4 aliases · peaked week of 14 Jun 2026 · first seen 9 May 2026

A post highlighting the potential of AI in agribusiness and new export opportunities during APEC 2024 discussions with Antony Cook.

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.

  • Well, it's an occasion celebrating 250 years, 250th birthday uh coming up on July the 4th for United States. Do you think the founding fathers ever envisaged Trump and UFC on the White House lawn? I I doubt it, but it's going to be entertaining. Anyhow, I would to be honest, I haven't really watched UFC. It's not my cup of tea, uh, Michelle, but I would uh sooner watch golf. And I only got to see a wee bit of this this morning, and that was the Canadian Open. Ryan Fox was defending his title. So a touching tribute after an emotional maiden triumph on golf's PGA tour uh for Bud Crawley winning the Canadian Open by two shots. Corey missed three years of competitive golf after a light life-threatening car accident in 2018. He's dedicated the win to his wife. And also in sports news, Oliver Welsh and Ben Taylor have edged close to two New Zealand rowing greats at the latest World Cup regatta in Bulgaria. The reigning world champions in the pair uh hit the finish 0.54 of a second shy of Hamish Bond and Eric Murray's uh world lead time from the 2012 London Olympics. So well done, those guys. That's sports news for you. Up next, AI and why she's skeptical about it, especially in agriculture. Dr. Jacqueline Roweth.
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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.

the-country Government / N-A

transformative, future-focused farming tools

The Country Full Show: Monday, June 15, 2026
15 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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