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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

Public Service Expansion

12 items · 8 aliases · peaked week of 10 May 2026 · first seen 10 May 2026

The post critiques tax cuts for the wealthy and advocates for growing the public service to benefit all citizens.

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. 1 article 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 1 article
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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.

  • Andrew Keller mike-hosking-breakfast Full Show Podcast: 12 May 2026 11 May · 138s
    Yeah, so in the absence of definitive information on the ceasefire and how exactly this conflict comes to an end. We do, Mike, have definitive data on some of the impacts. And the key one is inflation. And I want to talk about I want to talk about China inflation. So uh US CPI inflation, uh, that's been released our time tonight. Uh, we get our partial reads on on Friday, uh, and all in the US economy, although they're calling, it still looks reasonably resilient, but sneaky old inflation could spoil the party. But we can certainly confirm that there are global inflation pressures when China actually records some inflation. Uh, in particular when that what we sort of term business inflation or factory inflation, the technical term is PPI inflation. Now, Mike, I've bought this up from time to time uh when we've been talking because the PPI inflation in China has been negative and it's been going down. They've had deflation for almost four years. I mean, it's really quite remarkable. Uh, it did tick up marginally positively in in March, 0.5% on year in year basis. But the latest numbers released yesterday, and this remain and after this sort of remarkable run of deflation, we got a print off 2.8%, which doesn't sound very much, but when you've had four years of it going down, it is fairly consequential. So consensus estimates were 1.8%, so it's well ahead of expectations. So factory prices in China are now running at their highest rate of inflation since the COVID pandemic, pushing costs up, importantly, is putting profits in China under pressure. Uh they're under pressure because the demand environment, China is still pretty soggy. The economy's still battling difficult property markets and relatively low levels of growth. So they can't pass on these cost increases, or it's tricky to do it, and that's almost a global problem. Uh CPI inflation came out as well, also surprised for the upside, 1.2%, which looks pretty benign, doesn't it, compared to what we think we're gonna see in New Zealand and Australia. And uh look, the Middle East conflict is the problem. Um actual CPI inflation in China heading up despite the fact that they had a really big slump in food prices. And yeah, you're right, Mike. The the timing of these sorts of announcements around the Chinese economy important because of the big meeting this week between Trump and Xi Jinping, we'd expect some sort of uh announcements. And look, one of the key factors behind these factory inflation going up is Mike is commodity prices, and uh yeah, we I was that's what I was going to talk about.
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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.

mike-hosking-breakfast Government / N-A

uncontrolled growth undermining efficiency

Full Show Podcast: 12 May 2026
11 May
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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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