OpenBrief
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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
live window
Topic · social

Public Funding Mismanagement

81 posts · 4,386 engagement · first seen 11 Dec 2019 · last seen 8 Sep 2026

Debate and scrutiny surrounding the inefficient, wasteful, or improper allocation and oversight of New Zealand government and public funds, including cost blowouts on publicly funded projects, cuts to community services, and broader concerns about fiscal discipline in public spending.

Stance breakdown

How the per-edge framings classify across 45 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

100%
Critical 45

Sentiment breakdown

Whole-post emotional valence across 45 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.

98%
Positive 1 Negative 44

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
    1 post · 3,008 engagement
    3,008
  • twitter
    2 posts · 640 engagement
    640
  • youtube
    40 posts · 458 engagement
    458
  • reddit
    2 posts · 95 engagement
    95

Top posts by engagement

The most-engaged posts referencing this topic. Engagement is likes + 2×shares + 3×replies; the order matches the digest ranking on /social.