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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 19 Oct 2026
→ This week
Press topic

Nz First Polling Credibility

6 articles · 6 aliases in press · peaked week of 4 Oct 2026 · first seen 1 May 2026

Debate over the reliability and interpretation of opinion polls measuring NZ First's electoral support, including the party's record polling results heading into the 2026 election and Winston Peters' public dismissal of unfavourable polling data.

The stories behind this signal

across press, releases & commentary · links open at the source
CommentaryKiwiblog The Overhang on NZ polling Kiwiblog · 17 OctRead ↗ News Jamie Arbuckle unfazed by demotion on NZ First list Otago Daily Times · 13 OctRead ↗ News Southerners high in NZ First party list Otago Daily Times · 6 OctRead ↗

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.

odt Centre

discrepancies in survey data on party vote share

Jamie Arbuckle unfazed by demotion on NZ First list
13 Oct
newsroom Centre

record highs suggest overestimation

Polling data hints at record election performance for NZ First
17 Jul
+4 more framings Create a free account to see them all →

Coverage by outlet lean Methodology →

Stacked weekly counts; colour by editorial lean. Stuff and The Spinoff lean centre-left, NZ Herald centre-right, others centre.

Alias drift

How press outlets have named this topic, week by week.

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

Recent headlines

Most recent 6 articles linking to this topic.

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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