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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.
Weekly Rolling 7 days
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Week of 7 Sep 2026
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Topic

Industrial Goods Expansion

13 items · 11 aliases · peaked week of 6 Sep 2026 · first seen 1 May 2026

The expansion of New Zealand's industrial and manufacturing sector, including growth in output, GDP contribution, and export performance under trade agreements like the NZ-EU deal.

The stories behind this signal

across press, releases & commentary · links open at the source
Govt release \\ \\ 11 Sep 2026Cameron Brewer\\ \\ **Manufacturing growth spreads across the sector** \\ \\ Manufacturing growth… National Party · 11 SepRead ↗

Stance breakdown Methodology →

How the framings classify across 4 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

75%
25%
Supportive 3 Neutral / explainer 1

Sample framings

Up to 12 framings across outlets and orientations — each a short phrase the extractor generated to characterise the piece's editorial angle (not a quote). Filter by lean to see how each bloc is spinning the story; click through to read the original.

national-party Centre-right

geographic spread of activity

\\ \\ 11 Sep 2026Cameron Brewer\\ \\ **Manufacturing growth spreads across the sector** \\ \\ Manufacturing growth spreads across the sector New Zealand's manufacturing sector has now expanded for 14 months in a row, with new data showing growth spreading across\\ \\ Read more
11 Sep
beehive Government / N-A

driving economic recovery through innovation and productivity

Strong quarter as manufacturing leads growth
18 Jun
+3 more framings Create a free account to see them all →

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.

Free account Watch this topic with a free account — get alerted when framing shifts, when an MP adopts new language, or when discourse and press diverge. Create a free account Log in

In the press Methodology →

How the news corpus has covered this same topic over the last 12 weeks. 2 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 2 articles
+2 more headlines on this topic Create a free account →

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 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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