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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

Benefit Data Divergence

2 items · 2 aliases · peaked week of 3 May 2026 · first seen 9 May 2026

The podcast warns that despite a stable unemployment rate, New Zealand faces growing risks of stagflation due to rising inflation and weakening labour market conditions, with deeper indicators like underutilisation and wage growth revealing underlying economic strain.

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.

  • New Zealand's unemployment rate is expected to hold steady, at least on paper, when new data is released this week. But beneath that headline number, economists are warning the labour market may already be weakening just as global tensions and an oil shock begin to bite. There are also growing concerns about something called stagflation, where higher unemployment and rising inflation collide. And what that could mean for households and the wider economy. Today on the front page NZ Herald Business Editor at large Liam Dann is with us to unpack what to look for in the latest data, what it really tells us about the state of our economy and what could come next.
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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-front-page Government / N-A

policy-driven fluctuations obscure true unemployment

Stagflation warning: Why a flat unemployment rate may still spell trouble ahead
4 May
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