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

City Policy Consensus

38 posts · 243 engagement · first seen 4 May 2026 · last seen 17 Jun 2026

A video seminar featuring urban planner Alain Bertaud discusses key principles of effective city planning and housing policy, contributing to New Zealand’s ongoing efforts to reform urban development.

Stance breakdown

How the per-edge framings classify across 38 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

29%

68%

Supportive 11 Critical 1 Neutral / explainer 26

Sentiment breakdown

Whole-post emotional valence across 38 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.

53%

47%

Positive 20 Neutral 18

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.

youtube

34 posts · 217 engagement

217
twitter

4 posts · 26 engagement

26

City Policy Consensus

Stance breakdown

Sentiment breakdown

Platform mix

Top posts by engagement