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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

Fiscal Consolidation

15 items · 11 aliases · peaked week of 24 May 2026 · first seen 28 Apr 2026

The piece critiques the current government's fiscal policy, arguing that it is borrowing for consumption rather than saving, and warns that prolonged dissaving undermines long-term economic and intergenerational fairness.

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.

33%
67%
Supportive 1 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. 6 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 6 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.

  • How do you rate the chances? I mean, I I can't see anything, Thomas. This government has been in power for three years, has continued to ratchet up the debt, has not really indicated any kind of fiscal consolidation and certainly no paying down of the debt. And I cannot see anything that will realistically become government policy after the election that will bring down the debt. So if you take that all into account, what are the chances you think that we actually get downgraded like next year?
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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

prudent long-term government saving

Consolidating the Fisc
19 Dec
mike-hosking-breakfast Government / N-A

growing public awareness of NZ's financial constraints and rating agency warnings

Luke Bradford, Nick Leggett, Steve McCracken, and Katherine Rich: Industry Leaders' key hopes for Budget 2026
27 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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