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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.
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Topic · social

Election Satire

732 posts · 26,009 engagement · first seen 7 Sep 2015 · last seen 24 Jul 2026

The use of satire, parody, humour, and absurdist commentary — including political cartoons, caption competitions, and comic verse — to mock or critique New Zealand politicians, political events, and public figures on social media and in online media.

Stance breakdown

How the per-edge framings classify across 645 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

91%
Supportive 6 Critical 36 Dismissive 2 Neutral / explainer 12 Mocking 589

Sentiment breakdown

Whole-post emotional valence across 645 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%
8%
71%
Positive 138 Neutral 49 Negative 458

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
    11 posts · 9,761 engagement
    9,761
  • reddit
    23 posts · 5,111 engagement
    5,111
  • youtube
    568 posts · 2,835 engagement
    2,835
  • twitter
    43 posts · 2,522 engagement
    2,522

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.