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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
←
Week of 8 Jun 2026
→ This week
Topic

Employment Challenges

5 items · 5 aliases · peaked week of 7 Jun 2026 · first seen 28 May 2026

A reply highlighting colonial continuation and housing/employment issues in New Zealand, framed through a critical lens of imperial harm and economic hardship.

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. 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

difficulty attracting talent in tough conditions

**Retail wages show small increase** \\ \\ **27 June 2024**\\ \\ The average wage in retail has climbed just 2.8% in the last year, to $29.68 an hour, according to Retail NZ’s latest Wages Guide.
9 Jun
retail-nz Centre-right

ripple effect of retail cuts on youth labour

**Retailers cautious but optimistic for Christmas** \\ \\ **22 October 2025**\\ \\ “Retailers are walking a fine line between caution and creativity,” Retail NZ Chief Executive Carolyn Young says. “While some are investing in fresh product lines and in-store experiences, many are holding off on hiring due to financial constraints. It’s a pragmatic response to a challenging environment. However, it will mean that university and college students will find it more difficult to get work over the summer holidays. And this will then impact the wider economy.”
9 Jun
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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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