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 · social

Luxon Leadership Crisis

215 posts · 28,288 engagement · first seen 29 Mar 2023 · last seen 9 Sep 2026

Debate and speculation surrounding the durability and effectiveness of Christopher Luxon's leadership of the National Party and New Zealand government, including internal dissatisfaction, public approval trends, and questions about whether he may face a leadership challenge.

Stance breakdown

How the per-edge framings classify across 164 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

74%

10%

Supportive 10 Critical 122 Dismissive 4 Neutral / explainer 16 Mocking 12

Sentiment breakdown

Whole-post emotional valence across 164 classified posts that reference this topic. Distinct from stance: a post can be supportive of the topic and still negative in tone (an angry supporter) — the two together capture the texture short-form posts compress into very few words.

21%

75%

Positive 7 Neutral 34 Negative 123

Platform mix

Where the conversation is happening. Engagement is volume-weighted (likes + 2×shares + 3×replies); a small number of high-impact posts can outrank a high-volume but low-engagement platform.

facebook

15 posts · 12,122 engagement

12,122
reddit

25 posts · 9,949 engagement

9,949
youtube

119 posts · 4,279 engagement

4,279
twitter

5 posts · 335 engagement

335

Luxon Leadership Crisis

Stance breakdown

Sentiment breakdown

Platform mix

Top posts by engagement