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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
live window
Topic

Year-On-Year Retail Decline

16 items · 6 aliases · peaked week of 7 Jun 2026 · first seen 9 Jun 2026

A report on August electronic card transactions shows a small seasonal increase but a significant year-on-year decline, with Retail NZ expressing concern and optimism about a potential recovery linked to interest rate cuts and rising consumer confidence.

Stance breakdown Methodology →

How the framings classify across 15 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

60%
33%
Supportive 1 Critical 9 Neutral / explainer 5

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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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.

retail-nz Centre-right

deepening concern for consumer spending

**August Electronic Card Transactions** \\ \\ **12 September 2024**\\ \\ Electronic card transactions show a slight increase of 0.2% when comparing August and July 2024 seasonally adjusted data.
9 Jun
retail-nz Centre-right

worsening consumer spending trends

****Retail sector continues to see decline in retail sales**** \\ \\ **3 October 2024**\\ \\ The latest spending data from Worldline shows continued woes for retailers in September with all regions across Aotearoa showing a decline in spending year on year.
9 Jun
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