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

Ncea Qualification Underreporting

2 items · 1 aliases · peaked week of 9 Aug 2026 · first seen 13 Aug 2026

the practice of counting students halfway to certification as fully qualified has led to underreporting of students without formal qualifications

The stories behind this signal

across press, releases & commentary · links open at the source

Commentary This is huge re the outcomes of our education system Point of Order · 13 AugRead ↗ CommentaryKiwiblog This is HUGE re the outcomes of our Education system. Kiwiblog · 13 AugRead ↗

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.

point-of-order Centre-right

ministry systematically understated failure rates

This is huge re the outcomes of our education system

13 Aug

kiwiblog Right

ministry systematically misrepresents success rates

This is HUGE re the outcomes of our Education system.

13 Aug

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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