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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 Service Ethics

153 items · 23 aliases · peaked week of 17 May 2026 · first seen 2 May 2026

The article reports on the resignation of Police Commissioner Andrew Coster following a scandal involving alleged sex allegations and retaliation, with Public Service Commissioner Sir Brian Roche criticizing the fallout and stating he would have sacked Coster had he had the power

Stance breakdown Methodology →

How the framings classify across 7 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

14%
71%
14%
Supportive 1 Critical 5 Mocking 1

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. 7 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 7 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, we've had our we we've had um policies like going for growth, which means doubling our export value over ten years. We've had a a massive program around um uh export support through um trade missions through we've delivered free trade agreements up into the Middle East and with India. You guys completely gave up on that. That's gonna be huge for us in terms of the economy, which pause puts more money in the back pockets of Kiwis. Invest New Zealand are focusing on increasing capital in the high potential sectors alongside our elevate fund, which is targeting start-up investment. We've lowered tax thresholds and introduced uh investment boost, which is um you know a partial way of being able to offset capital investment. That's been hugely successful for our rural sector, which is by the way, it's going gangbusters. If you'd had a stall at um field days, you would have seen. Yeah, field days when it's no question.
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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.

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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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