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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

Public Morale

34 items · 8 aliases · peaked week of 24 May 2026 · first seen 16 May 2026

The post responds to criticism by celebrating optimism and dismissing widespread pessimism in New Zealand politics.

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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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.

  • While everyone counts the dollars and tries to make sense of budget 2026, there are thousands of public servants staring down losing their jobs. In her pre-budget speech, Finance Minister Nicola Willis announced plans to slash the sector by about 8,700 roles by mid-2029. The overhaul will also include reducing the number of government departments and increasing the use of AI. The Public Service Association says the changes will further decimate public services at a time when workers are already stretched to breaking point. So is this really about efficiency, or is it just shrinking the state and hoping services will hold together? Today on the front page, PSA National Secretary Flew FitzSimons is with us to talk about what happens 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

demoralizing for workers delivering critical services

Union warns of lasting damage from Budget 2026
28 May
integrity-institute Government / N-A

souring trust, political risk

News Briefing: Budget Day special
28 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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