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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 Sector Budgeting

26 posts · 578 engagement · first seen 8 Jul 2021 · last seen 18 Jun 2026

The post critiques government spending practices, suggesting they fail to deliver expected outcomes and instead contribute to financial strain on citizens.

Stance breakdown

How the per-edge framings classify across 23 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

9%
87%
Supportive 2 Critical 20 Mocking 1

Sentiment breakdown

Whole-post emotional valence across 23 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.

13%
83%
Positive 3 Neutral 1 Negative 19

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.

  • twitter
    4 posts · 328 engagement
    328
  • youtube
    18 posts · 119 engagement
    119
  • reddit
    1 post · 105 engagement
    105

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.